| Title: | Simplified Statistical Procedures for Social Sciences |
| Version: | 1.6.8.16 |
| Description: | Simplifies functions to conduct univariate, bivariate, and multivariate statistical techniques. Includes functions designed to replicate plots and tables that would result from similar calls in 'SPSS', including hst(), box(), qq(), tab(), cormat(), and residplot(). Also includes simplified formulae, such as mode(), scatter(), p.corr(), ow.anova(), and rm.anova(). |
| Depends: | R (≥ 3.2.3) |
| Encoding: | UTF-8 |
| Imports: | gdata, plm, dplyr, ggplot2, rlang, purrr, stats, graphics, formula.tools, gplots, rstatix, stringr, ggrepel, ggpubr, DescTools, reshape2 |
| License: | GPL-3 |
| LazyData: | true |
| LazyDataCompression: | xz |
| NeedsCompilation: | no |
| RoxygenNote: | 7.3.3 |
| Author: | Burrel Vann Jr 
[aut, cre] |
| Maintainer: | Burrel Vann Jr <bvannjr@sdsu.edu> |
| URL: | https://github.com/burrelvannjr/vannstats, https://vannstats.burrelvannjr.com/ |
| BugReports: | https://github.com/burrelvannjr/vannstats/issues |
| Packaged: | 2026-08-19 19:50:21 UTC; burrelvannjr |
| Repository: | CRAN |
| Date/Publication: | 2026-08-20 02:40:02 UTC |
Defendants, 2025 (Individual-Level)
Description
This is a simulated data set, created in 2025. These data represent cases for individual defendants held at the Richard J. Donovan Correctional Facility in San Diego, CA. These data were simulated by Dr. Burrel Vann Jr, and represent a random sample of individuals held in the Center in 2025. Each observation in the data set represents a unique individual defendant, and the unique characteristics tied to their court case.
Usage
Defendants2025
Format
A data frame with 1738 observations and 11 variables.
| id | Unique defendant identifier |
| age | The defendant's age |
| race | Race of the defendant |
| race_binary | race, broken into a binary/dummy variable, measuring whether or not the defendant is white |
| charge | The crime the defendant was charged with |
| gang | Whether or not the defendant is affiliated with a gang |
| priors | The number of prior misdemeanors the defendant has |
| gun | Whether or not a gun was involved in this case |
| risk_score | A judge's risk-of-reoffending score for the defendant |
| bail | The bail amount for the defendant |
| perkins | Whether or not a Perkins Operation was conducted on defendant while in custody |
General Social Survey, 2014
Description
This subset of data comes from one iteration of the General Social Survey, administered in 2014. These data were collected by the National Opinion Research Center (NORC) at the University of Chicago. The observations represent individuals' responses to survey questions. Information about the data set can be found in the GSS Codebook at: https://burrelvannjr.com/docs/GSS_Codebook.pdf.
Usage
GSS2014
Format
A data frame with 2538 observations and 676 variables.
| id | respondent id number |
| age | age of respondent |
| sex | respondents sex (1 = Male, 2 = Female) |
| race | race of respondent |
| educ | highest year of school completed |
| dipged | diploma, ged, or other |
| paeduc | highest year school completed, father |
| maeduc | highest year school completed, mother |
| speduc | highest year school completed, spouse |
| sei10 | r's socioeconomic index (2010) |
| conrinc | respondent income in constant dollars |
| coninc | family income in constant dollars |
| degree | rs highest degree |
| padeg | fathers highest degree |
| madeg | mothers highest degree |
| spdeg | spouses highest degree |
| citizen | are you a citizen of america? |
| born | was r born in this country |
| year | gss year for this respondent |
| cohort | year of birth |
| spsei10 | r's spouse's socioeconomic index (2010) |
| pasei10 | r's father's socioeconomic index (2010) |
| masei10 | r's mother's socioeconomic index (2010) |
| childs | number of children |
| immcrime | immigrants increase crime rates |
| abany | abortion if woman wants for any reason |
| abdefect | strong chance of serious defect |
| abhlth | womans health seriously endangered |
| abnomore | married--wants no more children |
| abpoor | low income--cant afford more children |
| abrape | pregnant as result of rape |
| absingle | not married |
| accptoth | r accept others even when they do things wrong |
| acqntsex | r had sex with acquaintance last year |
| actassoc | how important to be active on soc or pol association |
| actlaw | how likely r to do something if unjust law being cons |
| adults | household members 18 yrs and older |
| advfront | sci rsch is necessary and should be supported by federal govt |
| affctlaw | how lliely congress give serious attention to rs dema |
| affrmact | favor preference in hiring blacks |
| aged | should aged live with their children |
| aidscndm | condom can reduce aids |
| aidslook | a health-look person may have aids |
| amancstr | how important to have american ancestry |
| ambetter | agree america is a better country |
| ambornin | how important to have been born in america |
| amchrstn | how important to be a christian |
| amcit | how important to have american citizenship |
| amcitizn | agree i would rather be a citizen of america |
| amcult | it is impossible to become fully american |
| amenglsh | how important to be able to speak english |
| amfeel | how important to feel american |
| amgovt | how important to respect america's laws etc |
| amlived | how important to have lived in america for life |
| amownway | america should follow its own interests |
| amproud1 | how proud being american |
| amshamed | agree there are things make me ashamed |
| amsports | agree sports makes me proud to be an american |
| amtv | tv should give preference to american films |
| arthrtis | told have arthritis or rheumatism |
| astrolgy | ever read a horscope or persoanl astrology report |
| astrosci | astrology is scientific |
| attend | how often r attends religious services |
| attrally | attended a political meeting or rally |
| avoidbuy | boycotted products for pol reasons |
| babies | household members less than 6 yrs old |
| backpain | r had back pain in the past 12 months |
| balneg | sci research is strongly in favor of harmful results |
| balpos | sci research is strongly in favor of benefits |
| befair | how often do you think people take advantage |
| belikeus | agree better if people were more like americans |
| bettrlfe | science makes our lives better |
| betrlang | which language r speaks more fluent |
| bible | feelings about the bible |
| bigbang | sci knowledge:the universe began with a huge explosion |
| boyorgrl | sci knowledge:father gene decides sex of baby |
| buypol | how important to choose products for pol reasons |
| buyvalue | percent of company stock r bought from own money |
| cantrust | poeple can be trusted or cant be too careful |
| cappun | favor or oppose death penalty for murder |
| careself | those in need have to take care of themselves |
| carried | r carried a stranger's belongings |
| chldidel | ideal number of children |
| chngeoth | how often r try to persuade other to share views |
| chngtme | how often r allowed change schedule |
| choices | political parties dont give real policy choices |
| citworld | i am a citizen of the world |
| class | subjective class identification |
| closeblk | how close feel to blacks |
| closewht | how close feel to whites |
| clsenoam | how close do you feel to north america |
| clsestat | how close do you feel to your state |
| clsetown | how close do you feel to your town or city |
| clseusa | how close do you feel to america |
| cntctgov | contacted politician or civil servant to express view |
| colath | allow anti-religionist to teach |
| colcom | should communist teacher be fired |
| coldeg1 | the highest degree r have earned |
| colhomo | allow homosexual to teach |
| colmil | allow militarist to teach |
| colmslm | allow anti-american muslim clergymen teaching in college |
| colrac | allow racist to teach |
| colsci | r has taken any college-level sci course |
| colscinm | number of college-level sci courses r have taken |
| compperf | size of perf based pay depend on profits |
| comprend | rs understanding of questions |
| compuse | r use computer |
| conarmy | confidence in military |
| conbus | confidence in major companies |
| conclerg | confidence in organized religion |
| condemnd | r free from conflicting demands |
| condom | used condom last time |
| condrift | sci knowledge:the continents have been moving |
| coneduc | confidence in education |
| confed | confid. in exec branch of fed govt |
| confinan | confid in banks & financial institutions |
| conjudge | confid. in united states supreme court |
| conlabor | confidence in organized labor |
| conlegis | confidence in congress |
| conmedic | confidence in medicine |
| conpress | confidence in press |
| consci | confidence in scientific community |
| contv | confidence in television |
| corruptn | how widespread corruption is in pub service in americ |
| courts | courts dealing with criminals |
| cowrkhlp | coworkers can be relied on when r needs help |
| cowrkint | coworkers take a personal interest in r |
| crack30 | r last use crack cocaine |
| crimlose | people convicted of serious crimes lose citizen rights |
| cutahead | r allowed a stranger to go ahead of you in line |
| decsorgs | america should follow decision of intl org |
| defpensn | r has defined benefit pension plan |
| dem10fut | how well will democracy work in america in ten yrs |
| dem10pst | how well did democracy work in america ten yrs ago |
| demtoday | how well democracy work in america |
| denom | specific denomination |
| denom16 | denomination in which r was raised |
| depress | told have depression |
| diabetes | told have diabetes |
| directns | r has given directions to a stranger |
| discaff | whites hurt by aff. action |
| discaffm | a man won't get a job or promotion |
| discaffw | a woman won't get a job or promotion |
| discpol | how often r discuss politics |
| divlaw | divorce laws |
| divorce | ever been divorced or separated |
| dwelown | does r own or rent home? |
| earnrs | how many in family earned money |
| earthsun | sci knowledge:the earth goes around the sun |
| effctsup | supervisor effective solve work/personal conflicts |
| elecfair | how fair last natl election:opprtunities of candidate |
| electron | sci knowledge:electrons are smaller than atoms |
| elecvote | how honest last natl election:counting of votes |
| emailhr | email hours per week |
| emailmin | email minutes per week |
| empinput | r involved in any task force for decision-making |
| emptrain | received formal training from employer |
| eqwlth | should govt reduce income differences |
| esop | r is member of esop |
| ethnic | country of family origin |
| evcrack | r ever use crack cocaine |
| evidu | r ever inject drugs |
| evolved | sci knowledge:human beings developed from animals |
| evpaidsx | ever have sex paid for or being paid since 18 |
| evstray | have sex other than spouse while married |
| evwork | ever work as long as one year |
| excldimm | america should exclude illegal immigrants |
| expdesgn | better way to test drug btw control and non-control |
| exptext | why is it better to test drug this way |
| extrapay | eligible for performance based pay |
| extrayr | year of the most recent perf based payments |
| fair | people fair or try to take advantage |
| fairearn | how fair is what r earn on the job |
| famgen | number of family generations in household |
| family16 | living with parents when 16 yrs old |
| famvswk | how often fam life interfere job |
| famwkoff | how hard to take time off |
| fear | afraid to walk at night in neighborhood |
| fechld | mother working doesnt hurt children |
| feelevel | amount of fees paid |
| feeused | fee given to get case |
| fefam | better for man to work, woman tend home |
| fehire | should hire and promote women |
| fejobaff | for or against preferential hiring of women |
| fepol | women not suited for politics |
| fepresch | preschool kids suffer if mother works |
| finalter | change in financial situation |
| finrela | opinion of family income |
| forland | foreigners should not be allowed to buy land |
| form | form of split questionnaire asked |
| freetrde | free trade leads to better products |
| fringeok | fringe benefits are good |
| frndsex | r had sex with friend last year |
| fucitzn | is r planning/appling for us citizenship or not |
| fund | how fundamentalist is r currently |
| fund16 | how fundamentalist was r at age 16 |
| getahead | opinion of how people get ahead |
| givblood | r donated blood during the past 12 months |
| givchrty | r has given money to a charity |
| givhmlss | r has given food or money to a homeless person |
| givseat | r offered seat to a stranger during past 12 months |
| god | rs confidence in the existence of god |
| goodlife | standard of living of r will improve |
| govdook | we can trust people in govt |
| granborn | how many grandparents born outside u.s. |
| grass | should marijuana be made legal |
| grpother | r belongs to another voluntary association |
| grpparty | r belongs to a political party |
| grprelig | r belongs to a church or othr religious organization |
| grpsprts | r belongs to a sports, leisure, or cultural grp |
| grpwork | r belongs to a trade union or professtional associati |
| gunlaw | favor or oppose gun permits |
| gvtrghts | (on a scale of 1 to 7, where 1 is not at all important and 7 is very important |
| handmove | r perform forceful hand movements |
| hapcohab | happiness of relt with partner |
| hapmar | happiness of marriage |
| happy | general happiness |
| haveinfo | enough info to get the job done |
| health | condition of health |
| health1 | rs health in general |
| hefinfo | number of hef informant |
| height | r is how tall |
| helpaway | r looked after plant or pet of others while away |
| helpblk | should govt aid blacks? |
| helpful | people helpful or looking out for selves |
| helphwrk | helped someone with hwork during past 12 months |
| helpjob | helped somebody to find a job past 12 months |
| helpnot | should govt do more or less? |
| helpoth | to help others |
| helppoor | should govt improve standard of living? |
| helpsick | should govt help pay for medical care? |
| helpusa | how important to help worse off ppl in america |
| helpwrld | how important to help worse off ppl in rest of world |
| hhtype | household type |
| hhtype1 | household type (condensed) |
| hispanic | hispanic specified |
| hivkiss | kiss can spread hiv |
| hivtest | have you ever been tested for hiv |
| hivtest1 | in what month and year was your last hiv test |
| hivtest2 | where did you have your last hiv test |
| hivvac | there is a vaccine that can prevent hiv |
| hlpequip | enough help and equip to ge the job done |
| hlthall | healthcare provided for everyone |
| hlthdays | days of activity limitation past 30 days |
| homosex | homosexual sex relations |
| hompop | number of persons in household |
| hotcore | sci knowledge: the center of earth is very hot |
| hrs1 | number of hours worked last week |
| hrs2 | number of hours usually work a week |
| hrsrelax | hours per day r have to relax |
| hsbio | r ever took a high school biology course |
| hschem | r ever took a high school chemistry course |
| hsmath | the highest level of math r completed in high school |
| hsphys | r ever took a high school physics course |
| hunt | does r or spouse hunt |
| hurtatwk | number of injuries on the job past 12 months |
| hvylift | r do repeated lifting |
| hyperten | told have hypertension or high blood pressure |
| idu30 | r inject drugs in past 30 days |
| if08who | who you would have voted for |
| if12who | who would r have voted for in 2012 election |
| ifwrong | agree people should support their country |
| immameco | immigrants good for america |
| immassim | what statement about immigrants matches view |
| immcult | immigrants undermine american culture |
| immeduc | legal immigrants should have same education as americans |
| immideas | immigrants make america more open |
| immjobs | immigrants take jobs away |
| immrghts | legal immigrants should have same right as american |
| imports | america should limit the import |
| incom16 | rs family income when 16 yrs old |
| income | total family income |
| income06 | total family income |
| indperf | size of perf based pay depend on individual |
| intecon | interested in economic issues |
| inteduc | interested in local school issues |
| intenvir | interested in environmental issues |
| interpol | joined an internet political forum |
| intfarm | interested in farm issues |
| intintl | interested in international issues |
| intlblks | unintelligent - intelligent |
| intlincs | largee intl company damage to local business |
| intlwhts | unintelligent -intelligent |
| intmed | interested in medical discoveries |
| intmil | interested in military policy |
| intrhome | internet access in r's home |
| intsci | interested in new scientific discoveries |
| intspace | interested in space exploration |
| inttech | interested in technologies |
| jobfind | could r find equally good job |
| jobfind1 | how easy for r to find a same job |
| jobhour | short working hours |
| jobinc | high income |
| joblose | is r likely to lose job |
| jobmeans | work important and feel accomplishment |
| jobpromo | chances for advancement |
| jobsec | no danger of being fired |
| jobsecok | the job security is good |
| joindem | took part in a demonstration |
| kidssol | rs kids living standard compared to r |
| knowschd | how far in advance know work schedule |
| knowwhat | r knows what's expected on job |
| laidoff | r was laid off main job last year |
| lasers | sci knowledge:lasers work by focusing sound waves |
| learnnew | job requires r to learn new things |
| leftrght | how left or right in politics |
| lentto | lent money to another person past 12 months |
| lessprd | agree often less proud of america |
| letdie1 | allow incurable patients to die |
| letin1 | number of immigrants to america nowadays should be |
| letin1a | number of immigrants nowadays should be |
| libath | allow anti-religious book in library |
| libcom | allow communists book in library |
| libhomo | allow homosexuals book in library |
| libmil | allow militarists book in library |
| libmslm | allow anti-american muslim clergymen's books in library |
| librac | allow racists book in library |
| life | is life exciting or dull |
| liveblks | neighborhood half black |
| livewhts | r favors living in half white neighborhood |
| loanitem | r has let someone borrow a item of some value |
| localnum | number of employees: rs work site |
| maind10 | mothers industry code (naics 2007) |
| major1 | college major 1 |
| major2 | college major 2 |
| majorcol | the field of degree r earned |
| manvsemp | relations bw management and employees |
| maocc10 | mothers census occupation code (2010) |
| marasian | close relative marry asian |
| marblk | close relative marry black |
| marhisp | close relative marry hispanic |
| marhomo | homosexuals should have right to marry |
| marital | marital status |
| martype | marital type |
| marwht | r favor close relative marrying white person |
| matesex | was 1 of rs partners spouse or regular |
| mawrkgrw | mothers employment when r was 16 |
| mawrkslf | mother self-emp. or worked for somebody |
| meltpot1 | better to maintain distinct cultures |
| meovrwrk | men hurt family when focus on work too much |
| mincult | ethnic minorities should be given gov assistance |
| misswork | miss work for health past 30 days |
| mntlhlth | days of poor mental health past 30 days |
| mobile16 | geographic mobility since age 16 |
| mode | interview done in-person or over the phone |
| moredays | days per month r work extra hours |
| mustwork | mandatory to work extra hours |
| nafta1 | how much heard or read about nafta? |
| nafta2a | america benefits from being a member of nafta? |
| nataid | foreign aid |
| nataidy | assistance to other countries -- ver y |
| natarms | military, armaments, and defense |
| natarmsy | national defense -- version y |
| natchld | assistance for childcare |
| natcity | solving problems of big cities |
| natcityy | assistance to big cities -- version y |
| natcrime | halting rising crime rate |
| natcrimy | law enforcement -- verison y |
| natdrug | dealing with drug addiction |
| natdrugy | drug rehabilitation -- version y |
| nateduc | improving nations education system |
| nateducy | education -- version y |
| natenrgy | developing alternative energy sources |
| natenvir | improving & protecting environment |
| natenviy | the environment -- version y |
| natfare | welfare |
| natfarey | assistance to the poor -- version y |
| natheal | improving & protecting nations health |
| nathealy | health -- version y |
| natmass | mass transportation |
| natpark | parks and recreation |
| natrace | improving the conditions of blacks |
| natracey | assistance to blacks -- version y |
| natroad | highways and bridges |
| natsci | supporting scientific research |
| natsoc | social security |
| natspac | space exploration program |
| natspacy | space exploration -- version y |
| news | how often does r read newspaper |
| newsfrom | main source of information about events in the news |
| nextgen | science & tech. give more opportunities to next generation |
| notvote | citizens have right not to vote |
| ntcitvte | long-term residents should vote |
| ntwkhard | past week not work hard enough |
| numemps | number of employee for the self-employed |
| nummen | number of male sex partners since 18 |
| numorg | number of people working in organization at all locations |
| numwomen | number of female sex partners since 18 |
| obey | to obey |
| obeylaws | how important always to abey laws |
| opdevel | opportunity to develop my abilities |
| oppsegov | how important:citizen engage in acts of civil disobed |
| oth16 | other protestant denominations |
| other | other protestant denominations |
| othersex | r had sex with some other last year |
| othjew | consider self to be jewish |
| othlang | can r speak language other than english |
| othlang1 | what other languages does r speak |
| othlang2 | what other languages does r speak |
| othreasn | how important to try to undrstnd reasonings of othr o |
| othshelp | people should help less fortunate others |
| oversamp | weights for black oversamples |
| overwork | r has too much work to do well |
| owngun | have gun in home |
| ownstock | r has stock in rs company |
| paidsex | r had sex for pay last year |
| painarms | r had pain in the arms in the past 12 months |
| paind10 | fathers industry code (2010) |
| paocc10 | fathers census occupation code (2010) |
| parborn | were rs parents born in this country |
| parcit | were your parents citizens of america? |
| parsol | rs living standard compared to parents |
| partfull | was r's work part-time or full-time? |
| partners | how many sex partners r had in last year |
| partnrs5 | how many sex partners r had in last 5 years |
| partteam | r work as part of a team |
| partyid | political party affiliation |
| patriot1 | patriotic feelings strengthen america's place in world |
| patriot2 | patriotic feelings lead to intolerance in america |
| patriot3 | patriotic feelings are needed for america to remain united |
| patriot4 | patriotic feelings lead to negative feelings towards immigrants |
| pawrkslf | father self-emp. or worked for somebody |
| paytaxes | how important never to try to evade taxes |
| peocntct | how many people in contact in a typical weekday |
| peoptrbl | assisting people in trouble is very important |
| phase | subsampling: two-phase design. |
| phone | does r have telephone |
| physhlth | days of poor physical health past 30 days |
| pikupsex | r had sex with casual date last year |
| pillok | birth control to teenagers 14-16 |
| pistol | pistol or revolver in home |
| polabuse | citizen said vulgar or obscene things |
| polactve | pol party encourge ppl to be active in politics in am |
| polattak | citizen attacking policeman with fists |
| poleff11 | don't have any say about what the government does |
| poleff18 | govt do not care much what ppl like r think |
| poleff19 | r have a good understanding of pol issues |
| poleff20 | most ppl are better informed about politics than r is |
| polescap | citizen attempting to escape custody |
| polfunds | donated money or raised funds for soc or pol activity |
| polgreed | most politicians are only for what get out of politics |
| polhitok | ever approve of police striking citizen |
| polint1 | how interested in politics |
| polinter | expressed political views on internet past year |
| polmurdr | citizen questioned as murder suspect |
| polnews | how often use media to get political news |
| polopts | how important:ppl given chance to participate in deci |
| polviews | think of self as liberal or conservative |
| popespks | pope is infallible on matters of faith or morals |
| popular | to be well liked or popular |
| pornlaw | feelings about pornography laws |
| posslq | does r have marital partner |
| posslqy | relationship status and cohabitation or not |
| postlife | belief in life after death |
| powrorgs | intl orgs take away much power from american govt |
| pray | how often does r pray |
| prayer | bible prayer in public schools |
| premarsx | sex before marriage |
| pres08 | vote obama or mccain |
| pres12 | vote obama or romney |
| preteen | household members 6 thru 12 yrs old |
| prodctiv | work conditions allow productivity |
| promtefr | promotions are handled fairly |
| promteok | rs chances for promotion good |
| proudart | how proud its achievements in the arts & lit. |
| prouddem | how proud the way democracy works |
| proudeco | how proud america's economic achievements |
| proudemp | r proud to work for employer |
| proudgrp | how proud its fair and equal treatment |
| proudhis | how proud its history |
| proudmil | how proud america's armed forces |
| proudpol | how proud its political influence in the world |
| proudsci | how proud its scientific and tech achievements |
| proudspt | how proud its achievements in sports |
| proudsss | how proud its social security system |
| racdif1 | differences due to discrimination |
| racdif2 | differences due to inborn disability |
| racdif3 | differences due to lack of education |
| racdif4 | differences due to lack of will |
| raclive | any opp. race in neighborhood |
| racmeet | allowed to hold pub meeting for racist |
| racopen | vote on open housing law |
| racwork | racial makeup of workplace |
| radioact | sci knowledge:all radioactivity is man-made |
| rank | rs self ranking of social position |
| ratetone | r's facial coloring by interviewer |
| realinc | family income in constant $ |
| realrinc | rs income in constant $ |
| reborn | has r ever had a 'born again' experience |
| refrndms | referendum are good way to decide important pol quest |
| reg16 | region of residence, age 16 |
| relactiv | how often does r take part in relig activities |
| relatsex | relation to last sex partner |
| relig | rs religious preference |
| relig16 | religion in which raised |
| reliten | strength of affiliation |
| relmeet | allowed to hold pub meeting for religious extremist |
| relpersn | r consider self a religious person |
| res16 | type of place lived in when 16 yrs old |
| respect | r treated with respect at work |
| respnum | number in family of r |
| retchnge | r returned money after getting too much change |
| revmeet | allowed to hold pub meeting for ppl who want overthro |
| rghtsmin | how important:govt protect right of minorities |
| richwork | if rich, continue or stop working |
| rifle | rifle in home |
| rincblls | income alone is enough |
| rincom06 | respondents income |
| rincome | respondents income |
| rowngun | does gun belong to r |
| safefrst | no shortcuts on worker safety |
| safehlth | safety and health condition good at work |
| safetywk | worker safety priority at work |
| satfin | satisfaction with financial situation |
| satjob | job or housework |
| satjob1 | job satisfaction in general |
| savesoul | tried to convince others to accept jesus |
| scibnfts | benefits of sci research outweight harmful results |
| scifrom | main source of information about science and technology |
| scinews1 | newspaper printed or online |
| scinews2 | magazine printed or online |
| scinews3 | where online get info |
| scistudy | r has clear understanding of scientific study |
| scitext | what it means to r to study scienfically |
| secondwk | r has job other than main |
| sector | type of college respondent attended |
| seeksci | probable source of information about scientific issues |
| selffrst | people need not overly worry about others |
| selfless | r feels like a selfless caring for others |
| servepeo | how committed govt admnstrators are to serve people |
| sexeduc | sex education in public schools |
| sexfreq | frequency of sex during last year |
| sexornt | sexual orientation |
| sexsex | sex of sex partners in last year |
| sexsex5 | sex of sex partners last five years |
| shortcom | world better if america acknowledged shortcomings |
| shotgun | shotgun in home |
| sibs | number of brothers and sisters |
| signdpet | signed a petition |
| size | size of place in 1000s |
| slpprblm | trouble sleeping last 12 months |
| socbar | spend evening at bar |
| socfrend | spend evening with friends |
| socommun | spend evening with neighbor |
| socrel | spend evening with relatives |
| solarrev | sci knowledge:how long the earth goes around the sun |
| solok | how important:citizens have adequate standard of livi |
| spanking | favor spanking to discipline child |
| spden | specific denomination, spouse |
| spdipged | spouse diploma, ged, or other |
| spevwork | spouse ever work as long as a year |
| spfund | how fundamentalist is spouse currently |
| sphrs1 | number of hrs spouse worked last week |
| sphrs2 | no. of hrs spouse usually works a week |
| spind10 | spouses industry code (naics 2007) |
| spkath | allow anti-religionist to speak |
| spkcom | allow communist to speak |
| spkhomo | allow homosexual to speak |
| spklang | how well does r speak other language |
| spkmil | allow militarist to speak |
| spkmslm | allow muslim clergymen preaching hatred of the us |
| spkrac | allow racist to speak |
| spocc10 | spouse census occupation code (2010) |
| spother | other protestant denominations |
| sprel | spouses religious preference |
| sprtprsn | r consider self a spiritual person |
| spsector | type of college spouse attended |
| spvtrfair | supervisor is fair |
| spwrkslf | spouse self-emp. or works for somebody |
| spwrksta | spouse labor force status |
| stockops | r hold any stock options of rs company |
| stockval | total dollar value of rs stock |
| stress | how often does r find work stressful |
| stress12 | stress management program last 12 months |
| strredpg | access to stress management |
| suicide1 | suicide if incurable disease |
| suicide2 | suicide if bankrupt |
| suicide3 | suicide if dishonored family |
| suicide4 | suicide if tired of living |
| supcares | supervisor concerned about welfare |
| suprvsjb | does r supervise others at work |
| suphelp | supervisor helpful to r in getting job done |
| talkedto | talked with someone depressed past 12 months |
| talkspvs | comfortable talking with supervisor about personal |
| tax | rs federal income tax |
| teamsafe | mgt and employees work together re safety |
| teens | household members 13 thru 17 yrs old |
| teensex | sex before marriage -- teens 14-16 |
| thnkself | to think for ones self |
| toofast | science makes our way of life change too fast |
| toofewwk | how often not enough staff |
| trdestck | company stock publicly traded |
| trdunion | workers need strong unions |
| trust | can people be trusted |
| trustman | r trust management at work |
| trynewjb | how likely r make effort for new job next year |
| tvhours | hours per day watching tv |
| unemp | ever unemployed in last ten yrs |
| union | does r or spouse belong to union |
| unrelat | number in household not related |
| uscitzn | is r us citizen |
| usedup | how often during past month r felt used up |
| usemedia | contacted in the media to express view |
| useskill | how much past skills can you make use in present |
| usetech | percentage of time use tech |
| usewww | r use www other than email |
| uswar | expect u.s. in war within 10 years |
| uswary | expect u.s. in world war in 10 years |
| valgiven | total donations past year r and immediate family |
| vetyears | years in armed forces |
| viruses | sci knowledge:antiviotics kill viruses as well as bacteria |
| visitors | number of visitors in household |
| voedcol | non-college postsecondary education (voednme1) |
| voednme1 | postsecondary institution attended for credit |
| voedncol | non-college postsecondary education (voednme2) |
| voednme2 | postsecondary institution attended for credit |
| volchrty | r done volunteer work for a charity |
| volmonth | volunteer in last month |
| vote08 | did r vote in 2008 election |
| vote12 | did r vote in 2012 election |
| voteelec | how important always to vote in elections |
| watchgov | how important to keep watch on action of govt |
| waypaid | how paid in main job |
| wealth | total wealth of respondent |
| webmob | r uses home internet through mobile device |
| weekswrk | weeks r. worked last year |
| weight | r weighs how much |
| whencol | when received college degree |
| whenhs | when received hs degree |
| whoelse1 | presence of others:children under six |
| whoelse2 | presence of others:older children |
| whoelse3 | presence of others:spouse partner |
| whoelse4 | presence of others:other relatives |
| whoelse5 | presence of others:other adults |
| whoelse6 | presence of others:no one |
| whywkhme | usual reason r work at home |
| widowed | ever been widowed |
| wkageism | r feels discriminated because of age |
| wkcontct | how often contacted about work when not working |
| wkdecide | how often r take part in decisions |
| wkfreedm | a lot of freedom to decide how to do job |
| wkharoth | r threatened on the job last 12 months |
| wkharsex | r sexually harassed on the job last 12 months |
| wkpraise | r is likely to be praised by supervisor |
| wkracism | r feels discriminated because of race |
| wksexism | r feels discriminated because of gender |
| wksmooth | workplace runs in smooth manner |
| wksub | does r or spouse have supervisor |
| wksubs | does supervisor have supervisor |
| wksup | does r or spouse supervise anyone |
| wksups | does subordinate supervise anyone |
| wkvsfam | how often job interferes fam life |
| wlthblks | rich - poor |
| wlthwhts | rich - poor |
| workblks | hard working - lazy |
| workdiff | r does numerous things on job |
| workfast | job requires r to work fast |
| workfor1 | r work for whom |
| workhard | to work hard |
| workwhts | hard working - lazy |
| wrkgovt | govt or private employee |
| wrkhome | how often r works at home |
| wrksched | usual work schedule |
| wrkslf | r self-emp or works for somebody |
| wrkstat | labor force status |
| wrktime | r has enough time to get the job done |
| wrktype | work arrangement at main job |
| wrkwayup | blacks overcome prejudice without favors |
| wrldgovt | international bodies should enforce environment |
| wwwhr | www hours per week |
| wwwmin | www minutes per week |
| xmarsex | sex with person other than spouse |
| xmovie | seen x-rated movie in last year |
| xnorcsiz | expanded n.o.r.c. size code |
| yearsjob | time at current job |
| yearval | total dollar value of payments in that year |
Source
Data: https://sda.berkeley.edu/sdaweb/analysis/?dataset=gss14
Codebook: https://burrelvannjr.com/docs/GSS_Codebook.pdf
General Social Survey, 2022
Description
These data come from the General Social Survey, administered in 2022 These data were collected by the National Opinion Research Center (NORC) at the University of Chicago. The observations represent individuals' responses to survey questions. The full data set – The General Social Survey Cumulative Data (1972-2024, release 3) – was generously provided through the gssr package. Further information about the GSS2022 data set (including question text) can be found in the GSS 2022 Codebook at: https://gss.norc.org/content/dam/gss/get-documentation/pdf/codebook/GSS%202022%20Codebook.pdf.
Usage
GSS2022
Format
A data frame with 4149 observations and 1291 variables.
| year | GSS year for this respondent |
| id | Respondent id number |
| wrkstat | labor force status |
| hrs1 | number of hours worked last week |
| hrs2 | number of hours usually work a week |
| evwork | ever work as long as one year |
| wrkslf | r self-emp or works for somebody |
| occ10 | r's census occupation code (2010) |
| prestg10 | r's occupational prestige score (2010) |
| prestg105plus | R's occupational prestige score using threshold method (2010) |
| indus10 | r's industry code (naics 2007) |
| marital | marital status |
| martype | marital type |
| divorce | ever been divorced or separated |
| widowed | ever been widowed |
| spwrksta | spouse labor force status |
| sphrs1 | number of hrs spouse worked last week |
| sphrs2 | no. of hrs spouse usually works a week |
| spevwork | spouse ever work as long as a year |
| cowrksta | partner's labor force status |
| cowrkslf | partner self-emp. or works for somebody else |
| coevwork | partner ever work as long as a year |
| cohrs1 | number of hours partner worked last week |
| cohrs2 | no. of hours partner usually works a week |
| spwrkslf | spouse self-emp. or works for somebody |
| spocc10 | spouse census occupation code (2010) |
| sppres10 | Spouse occupational prestige score (2010) |
| sppres105plus | Spouse occupational prestige score using threshold method (2010) |
| spind10 | spouse's industry code (naics 2007) |
| coocc10 | partner's census occupation code (2010) |
| coind10 | partner's industry code (2010) |
| pawrkslf | Father (or oldest same-sex parent) self-emp. or worked for somebody |
| paocc10 | father's census occupation code (2010) |
| papres10 | father's occupational prestige score (2010) |
| papres105plus | Father's occupational prestige score using threshold method (2010) |
| paind10 | father's industry code (naics 2007) |
| mawrkslf | Mother (or youngest same-sex parent) self-emp. or worked for somebody |
| maocc10 | mothers census occupation code (2010) |
| mapres10 | mothers occupational prestige score (2010) |
| mapres105plus | Mothers occupational prestige score using threshold method (2010) |
| maind10 | mothers industry code (naics 2007) |
| sibs | number of brothers and sisters |
| childs | number of children |
| age | age of respondent |
| agekdbrn | r's age when 1st child born |
| educ | highest year of school completed |
| paeduc | Highest year school completed, father (or oldest same-sex parent) |
| maeduc | Highest year school completed, mother (or youngest same-sex parent) |
| speduc | highest year school completed, spouse |
| coeduc | highest year school completed, partner |
| codeg | partner's highest degree |
| degree | r's highest degree |
| padeg | Father's (or oldest same-sex parent's) highest degree |
| madeg | Mother's (or youngest same-sex parent's) highest degree |
| spdeg | spouse's highest degree |
| major1 | college major 1 |
| major2 | college major 2 |
| dipged | diploma, ged, or other |
| sex | respondents sex |
| race | race of respondent |
| res16 | type of place lived in when 16 yrs old |
| reg16 | region of residence, age 16 |
| mobile16 | geographic mobility since age 16 |
| family16 | living with parents when 16 yrs old |
| famdif16 | reason not living with parents |
| mawrkgrw | Did mother (or youngest same-sex parent) ever work for pay for as long as a year while you were growing up? |
| incom16 | r's family income when 16 yrs old |
| born | was r born in this country |
| parborn | were r's parents born in this country |
| granborn | how many grandparents born outside u.s. |
| hompop | number of persons in household |
| babies | household members less than 6 yrs old |
| preteen | household members 6 thru 12 yrs old |
| teens | household members 13 thru 17 yrs old |
| adults | household members 18 yrs and older |
| unrelat | number in household not related |
| earnrs | how many in family earned money |
| income | total family income |
| rincome | respondents income |
| income16 | total family income |
| rincom16 | respondents income |
| region | region of interview |
| xnorcsiz | expanded norc size code |
| srcbelt | src beltcode |
| size | Size of place in 1000s |
| partyid | political party affiliation |
| vote16 | remember if voted in 2016 election |
| pres16 | vote clinton or trump |
| if16who | who you would have voted for |
| polviews | think of self as liberal or conservative |
| natspac | space exploration program |
| natenvir | improving & protecting environment |
| natheal | improving & protecting nations health |
| natcity | solving problems of big cities |
| natcrime | halting rising crime rate |
| natdrug | dealing with drug addiction |
| nateduc | improving nations education system |
| natrace | Improving the conditions of Black people |
| natarms | military, armaments, and defense |
| nataid | foreign aid |
| natfare | welfare |
| natroad | highways and bridges |
| natsoc | social security |
| natmass | mass transportation |
| natpark | parks and recreation |
| natchld | assistance for childcare |
| natsci | supporting scientific research |
| natenrgy | developing alternative energy sources |
| natspacy | space exploration:version y |
| natenviy | the environment:version y |
| nathealy | health:version y |
| natcityy | assistance to big cities:version y |
| natcrimy | law enforcement:version y |
| natdrugy | drug rehabilitation:version y |
| nateducy | education:version y |
| natracey | Assistance to Black people: version y |
| natarmsy | national defense:version y |
| nataidy | assistance to other countries:ver y |
| natfarey | assistance to the poor:version y |
| eqwlth | should govt reduce income differences |
| tax | r's federal income tax |
| spkath | allow anti-religionist to speak |
| colath | allow anti-religionist to teach |
| libath | allow anti-religious book in library |
| spkrac | allow racist to speak |
| colrac | allow racist to teach |
| librac | allow racists book in library |
| spkcom | allow communist to speak |
| colcom | should communist teacher be fired |
| libcom | allow communists book in library |
| spkmslm | allow muslim clergymen preaching hatred of the us |
| colmslm | allow anti-american muslim clergymen teaching in college |
| libmslm | allow anti-american muslim clergymen's books in library |
| cappun | favor or oppose death penalty for murder |
| gunlaw | favor or oppose gun permits |
| courts | courts dealing with criminals |
| grass | should marijuana be made legal |
| relig | r's religious preference |
| denom | specific denomination |
| other | other protestant denominations |
| jew | what sort of jew r is |
| fund | how fundamentalist is r currently |
| attend | how often r attends religious services |
| reliten | strength of affiliation |
| postlife | belief in life after death |
| pray | how often does r pray |
| popespks | pope is infallible on matter's of faith or morals |
| relig16 | religion in which raised |
| denom16 | denomination in which r was raised |
| oth16 | other protestant denominations |
| jew16 | what sort of jew r was at age 16 |
| fund16 | how fundamentalist was r at age 16 |
| sprel | spouse's religious preference |
| spden | specific denomination, spouse |
| spother | other protestant denominations |
| spjew | what sort of jew is r's spouse currently |
| spfund | how fundamentalist is spouse currently |
| corel | partner's religious preference |
| coden | partner's denomination |
| coother | other protestant denominations |
| cojew | what sort of jew is r's partner currently |
| cofund | how fundamentalist is partner's current religion |
| prayer | bible prayer in public schools |
| bible | feelings about the bible |
| racopen | vote on open housing law |
| raclive | any opp. race in neighborhood |
| affrmact | Favor preference in hiring Black people |
| wrkwayup | Black people overcome prejudice without favors |
| happy | general happiness |
| hapmar | happiness of marriage |
| hapcohab | happiness of relt with partner |
| health | condition of health |
| life | is life exciting or dull |
| helpful | people helpful or looking out for selves |
| fair | people fair or try to take advantage |
| trust | can people be trusted |
| confinan | confid in banks & financial institutions |
| conbus | confidence in major companies |
| conclerg | confidence in organized religion |
| coneduc | confidence in education |
| confed | confid. in exec branch of fed govt |
| conlabor | confidence in organized labor |
| conpress | confidence in press |
| conmedic | confidence in medicine |
| contv | confidence in television |
| conjudge | confid. in united states supreme court |
| consci | confidence in scientific community |
| conlegis | confidence in congress |
| conarmy | confidence in military |
| obey | to obey |
| popular | to be well liked or popular |
| thnkself | to think for ones self |
| workhard | to work hard |
| helpoth | to help others |
| socrel | spend evening with relatives |
| socommun | spend evening with neighbor |
| socfrend | spend evening with friends |
| socbar | spend evening at bar |
| aged | should aged live with their children |
| weekswrk | weeks r worked last year |
| partfull | was r's work part-time or full-time? |
| joblose | is r likely to lose job |
| jobfind | could r find equally good job |
| satjob | work satisfaction |
| richwork | if rich, continue or stop working |
| class | subjective class identification |
| rank | r's self ranking of social position |
| satfin | satisfaction with financial situation |
| finalter | change in financial situation |
| finrela | opinion of family income |
| wksub | does r or spouse have supervisor |
| wksubs | does supervisor have supervisor |
| wksub1 | does r or spouse or partner have a supervisor |
| wksubs1 | does supervisor have supervisor |
| wksup | does r or spouse supervise anyone |
| wksups | does subordinate supervise anyone |
| wksup1 | does r or spouse or partner supervise anyone |
| wksups1 | does subordinant supervise anyone |
| unemp | ever unemployed in last ten yrs |
| union | does r or spouse belong to union |
| union1 | does r or spouse or partner belong to union |
| getahead | opinion of how people get ahead |
| parsol | r's living standard compared to parents |
| kidssol | r's kids living standard compared to r |
| fepol | women not suited for politics |
| abdefect | strong chance of serious defect |
| abnomore | married--wants no more children |
| abhlth | woman's health seriously endangered |
| abpoor | low income--cant afford more children |
| abrape | pregnant as result of rape |
| absingle | not married |
| abany | abortion if woman wants for any reason |
| chldidel | ideal number of children |
| pillok | birth control to teenagers 14-16 |
| sexeduc | sex education in public schools |
| divlaw | divorce laws |
| premarsx | sex before marriage |
| teensex | sex before marriage:teens 14-16 |
| xmarsex | sex with person other than spouse |
| homosex | homosexual sex relations |
| pornlaw | feelings about pornography laws |
| xmovie | seen x-rated movie in last year |
| spanking | favor spanking to discipline child |
| letdie1 | allow incurable patients to die |
| suicide1 | suicide if incurable disease |
| suicide2 | suicide if bankrupt |
| suicide3 | suicide if dishonored family |
| suicide4 | suicide if tired of living |
| polhitok | ever approve of police striking citizen |
| polabuse | citizen said vulgar or obscene things |
| polmurdr | citizen questioned as murder suspect |
| polescap | citizen attempting to escape custody |
| polattak | citizen attacking policeman with fists |
| fear | afraid to walk at night in neighborhood |
| owngun | have gun in home |
| pistol | pistol or revolver in home |
| shotgun | shotgun in home |
| rifle | rifle in home |
| rowngun | does gun belong to r |
| hunt | does r or spouse hunt |
| hunt1 | does r or spouse or partner hunt |
| news | how often does r read newspaper |
| tvhours | hours per day watching tv |
| phone | does r have telephone |
| coop | r's attitude toward interview |
| comprend | r's understanding of questions |
| form | form of split questionnaire asked |
| fechld | mother working doesn't hurt children |
| fepresch | preschool kids suffer if mother works |
| fefam | better for man to work, woman tend home |
| racdif1 | differences due to discrimination |
| racdif2 | differences due to in-born learning ability |
| racdif3 | differences due to lack of education |
| racdif4 | differences due to lack of will |
| helppoor | should govt improve standard of living? |
| helpnot | should govt do more or less? |
| helpsick | should govt help pay for medical care? |
| helpblk | Should govt aid Black people? |
| god | r's confidence in the existence of god |
| reborn | has r ever had a 'born again' experience |
| savesoul | tried to convince others to accept jesus |
| wlthwhts | rich - poor |
| wlthblks | rich - poor |
| wlthhsps | rich - poor |
| workwhts | hard working - lazy |
| workblks | hard working - lazy |
| workhsps | hard working -lazy |
| intlwhts | unintelligent -intelligent |
| intlblks | unintelligent - intelligent |
| intlhsps | unintelligent - intelligent |
| liveblks | neighborhood half black |
| marblk | close relative marry Black person |
| marasian | close relative marry asian |
| marhisp | close relative marry hispanic |
| marwht | r favor close relative marrying white person |
| racwork | racial makeup of workplace |
| discaff | whites hurt by aff. action |
| yousup | how many people do you supervise directly |
| spwksup | does spouse supervise anyone |
| fejobaff | for or against preferential hiring of women |
| discaffm | a man won't get a job or promotion |
| discaffw | a woman won't get a job or promotion |
| fehire | should hire and promote women |
| relpersn | r consider self a religious person |
| sprtprsn | r consider self a spiritual person |
| othlang | can r speak language other than english/spanish |
| othlang1 | what other languages does r speak |
| othlang2 | what other languages does r speak |
| spklang | how well does r speak other language |
| betrlang | which language r speaks more fluent |
| compuse | r use computer |
| webmob | r uses home internet through mobile device |
| emailmin | email minutes per week |
| emailhr | email hours per week |
| usewww | r use www other than email |
| wwwhr | www hours per week |
| wwwmin | www minutes per week |
| huclean | r hu interior cleanliness rating |
| wrktype | work arrangement at main job |
| yearsjob | time at current job |
| waypaid | how paid in main job |
| wrksched | usual work schedule |
| moredays | days per month r work extra hours |
| mustwork | mandatory to work extra hours |
| chngtme | how often r allowed change schedule |
| wrkhome | how often r works at home |
| whywkhme | usual reason r work at home |
| famwkoff | how hard to take time off |
| wkvsfam | how often job interferes fam life |
| famvswk | how often fam life interfere job |
| hrsrelax | hours per day r have to relax |
| secondwk | r has job other than main |
| learnnew | job requires r to learn new things |
| workfast | job requires r to work fast |
| workdiff | r does numerous things on job |
| overwork | r has too much work to do well |
| knowwhat | r knows what's expected on job |
| myskills | job allows r use of skills |
| respect | r treated with respect at work |
| trustman | r trust management at work |
| safetywk | worker safety priority at work |
| safefrst | no shortcuts on worker safety |
| teamsafe | mgt and employees work together re safety |
| safehlth | safety and health condition good at work |
| proudemp | r proud to work for employer |
| prodctiv | work conditions allow productivity |
| wksmooth | workplace runs in smooth manner |
| trdunion | workers need strong unions |
| partteam | r work as part of a team |
| wkdecide | how often r take part in decisions |
| toofewwk | how often not enough staff |
| promteok | r's chances for promotion good |
| opdevel | opportunity to develop my abilities |
| hlpequip | enough help and equip to ge the job done |
| haveinfo | enough info to get the job done |
| wkfreedm | a lot of freedom to decide how to do job |
| fringeok | fringe benefits are good |
| supcares | supervisor concerned about welfare |
| condemnd | r free from conflicting demands |
| promtefr | promotions are handled fairly |
| cowrkint | coworkers take a personal interest in r |
| jobsecok | the job security is good |
| suphelp | supervisor helpful to r in getting job done |
| wrktime | r has enough time to get the job done |
| cowrkhlp | coworkers can be relied on when r needs help |
| manvsemp | relations bw management and employees |
| hvylift | r do repeated lifting |
| handmove | r perform forceful hand movements |
| wkpraise | r is likely to be praised by supervisor |
| fairearn | how fair is what r earn on the job |
| rincblls | income alone is enough |
| laidoff | r was laid off main job last year |
| jobfind1 | how easy for r to find a same job |
| trynewjb | how likely r make effort for new job next year |
| wkageism | r feels discriminated because of age |
| wkracism | r feels discriminated because of race |
| wksexism | r feels discriminated because of gender |
| wkharsex | r sexually harassed on the job last 12 months |
| wkharoth | r threatened on the job last 12 months |
| health1 | r's health in general |
| physhlth | days of poor physical health past 30 days |
| mntlhlth | days of poor mental health past 30 days |
| hlthdays | days of activity limitation past 30 days |
| usedup | how often during past month r felt used up |
| backpain | r had back pain in the past 12 months |
| painarms | r had pain in the arms in the past 12 months |
| hurtatwk | number of injuries on the job past 12 months |
| spvtrfair | supervisor is fair |
| strredpg | access to stress management |
| phyeffrt | rate physical effort |
| slpprblm | trouble sleeping last 12 months |
| satjob1 | job satisfaction in general |
| usetech | percentage of time use tech |
| stress12 | stress management program last 12 months |
| hyperten | told have hypertension or high blood pressure |
| arthrtis | told have arthritis or rheumatism |
| diabetes | told have diabetes |
| depress | told have depression |
| weight | r weighs how much |
| height | r is how tall |
| ntwkhard | past week not work hard enough |
| misswork | miss work for health past 30 days |
| lifenow | r's rating of life overall now from 0-10 |
| lifein5 | r's rating of life overall in five years from 0-10 |
| disrspct | r is treated with less courtesy or respect than others |
| poorserv | r recieves poorer service in restaurants or stores |
| notsmart | people act as if they think r is not smart |
| afraidof | people act as if they are afraid of r |
| threaten | r is threatened or harassed |
| abmoral | r has a moral opposition to abortion |
| abhelp1 | r would help with arrangements for abortion |
| abhelp2 | r would help with paying for abortion |
| abhelp3 | r would help with paying for abortion-related other costs |
| abhelp4 | r would help with emotional support for abortion |
| workfor1 | r work for whom |
| ownstock | r has stock in r's company |
| stockops | r hold any stock options of r's company |
| extrapay | eligible for performance based pay |
| compperf | size of perf based pay depend on profits |
| deptperf | size of perf based pay depend on workgroup |
| indperf | size of perf based pay depend on individual |
| extrayr | year of the most recent perf based payments |
| numemps | number of employee for the self-employed |
| wrkslffam | does r work in family business or farm |
| nextgen | science & tech. give more opportunities to next generation |
| toofast | science makes our way of life change too fast |
| advfront | sci rsch is necessary and should be supported by federal govt |
| scientgo | scientists work for good of humanity |
| scienthe | scientists help solve prob |
| scientbe | scientists want to make life better for avg person |
| buyvalue | percent of company stock r bought from own money |
| compwage | annual wages in previous year were higher than same jobs in other companies |
| empinput | r involved in any task force for decision-making |
| slfmangd | r involved in a self-managed team |
| emptrain | received formal training from employer |
| wealth | total wealth of respondent |
| esop | r is member of esop |
| defpensn | r has defined benefit pension plan |
| ratetone | r's facial coloring by interviewer |
| posslq | does r have marital partner |
| posslqy | relationship status and cohabitation or not |
| marcohab | cohabitation status |
| healthissp | merged healthissp_d and healthissp_e |
| endsmeet | how difficult or easy is it for r's household to make ends meet |
| goodlife | standard of living of r will improve |
| famsuffr | family life suffers if mom works f-t |
| homekid | most women really want a home and kids |
| housewrk | being housewife as fulfilling as paid work |
| wrkbaby | shld woman with preschooler work? |
| wrksch | shld woman work after youngest in school? |
| marlegit | those wanting kids should get married |
| marmakid | single ma can raise kids well as couple |
| marpakid | single pa can raise kids well as couple |
| marsame | Homosexual couples should have the right to marry one another |
| numkids | what is ideal number of kids for family |
| kidnofre | kids interfere with parents' freedom |
| hubbywk1 | men should earn money women keep house |
| meovrwrk | men hurt family when focus on work too much |
| cohabok | living together as an acceptable option |
| laundry1 | who in household does laundry |
| caresik1 | who in household cares for sick in family |
| shop1 | who in household shops for groceries |
| cooking1 | who in household prepares the meals |
| rhhwork | how many hours a week does r spend on hh work |
| sphhwork | how many hours a week does spouse on hh wrk |
| happy7 | how happy r is |
| ssfchild | same sex female couple raise child as well as male-female couple |
| ssmchild | same sex male couple raise child as well as male-female couple |
| kidsocst | having children increases social standing in society |
| paidlv | paid leave for childcare |
| paidlvdv | mother or father paid leave |
| famwkbst | best way to org family work life with under school age child |
| famwklst | wor'st way to org family work life with under school age child |
| careprov | who should provide childcare for under school age child |
| carecost | who should pay for costs of care for under school age child |
| eldhelp | who should provide help for elderly |
| eldcost | who should pay for help for elderly |
| hhclean1 | who does household cleaning |
| tiredhm1 | how often too tired to do housework |
| jobvsfa1 | how often jobtakes too much time to fulfill family resp |
| tiredwk1 | how often too tired from housework to do job well |
| famvswk1 | how often difficult to conc at work because family resp |
| rfamlook | hours r spends looking after family members |
| spfalook | hours spouse spends looking after family members |
| stress | how often does r find work stressful |
| supervis | does r supervise others at work in main job |
| localnum | number of employees: r's work site |
| relactiv | how often does r take part in relig activities |
| immcrime | immigrants increase crime rates |
| immjobs | immigrants take jobs away |
| letin1a | number of immigrants nowadays should be |
| partners | how many sex partner's r had in last year |
| matesex | was 1 of r's partner's spouse or regular |
| frndsex | r had sex with friend last year |
| acqntsex | r had sex with acquaintance last year |
| pikupsex | r had sex with casual date last year |
| paidsex | r had sex for pay last year |
| othersex | r had sex with some other last year |
| sexsex | sex of sex partner's in last year |
| sexfreq | frequency of sex during last year |
| numwomen | number of female sex partner's since 18 |
| nummen | number of male sex partner's since 18 |
| partnrs5 | how many sex partner's r had in last 5 years |
| sexsex5 | sex of sex partner's last five years |
| evpaidsx | ever have sex paid for or being paid since 18 |
| evstray | have sex other than spouse while married |
| condom | used condom last time |
| relatsex | relation to last sex partner |
| evidu | r ever inject drugs |
| idu30 | r inject drugs in past 30 days |
| evcrack | r ever use crack cocaine |
| crack30 | r last use crack cocaine |
| hivtest | have you ever been tested for hiv |
| hivtest1 | in what month and year was your last hiv test |
| hivtest2 | where did you have your last hiv test |
| sexornt | sexual orientation |
| realinc | family income in constant $ |
| realrinc | r's income in constant $ |
| coninc | family income in constant dollars |
| conrinc | respondent income in constant dollars |
| ethnic | country of family origin |
| eth1 | 1st mentioned country of origin |
| eth2 | 2nd mentioned country of origin |
| eth3 | 3rd mentioned country of origin |
| hispanic | hispanic specified |
| racecen1 | what is r's race 1st mention |
| racecen2 | what is r's race 2nd mention |
| racecen3 | what is r's race 3rd mention |
| uscitzn | is r us citizen |
| fucitzn | is r planning/appling for us citizenship or not |
| yearsusa | lived in u.s., years: |
| mnthsusa | lived in u.s., if less than one year months: |
| vetyears | years in armed forces |
| dwelling | type of structure |
| dwelown | does r own or rent home? |
| dwelown16 | did rs family own or rent home when r was age 16 |
| worda | word a |
| wordb | word b |
| wordc | word c |
| wordd | word d |
| worde | word e |
| wordf | word f |
| wordg | word g |
| wordh | word h |
| wordi | word i |
| wordj | word j |
| wordsum | number words correct in vocabulary test |
| relate1 | relationship of 1st person to household head |
| gender1 | gender of 1st person |
| old1 | age of 1st person |
| 46082 | marital status of 1st person |
| away1 | is 1st person staying somewhere else now? |
| where1 | where is 1st person staying? |
| relate2 | relationship of 2nd person to household head |
| gender2 | gender of 2nd person |
| old2 | age of 2nd person |
| 46083 | marital status of 2nd person |
| away2 | is 2nd person staying somewhere else now? |
| where2 | where is 2nd person staying? |
| relate3 | relationship of 3rd person to household head |
| gender3 | gender of 3rd person |
| old3 | age of 3rd person |
| 46084 | marital status of 3rd person |
| away3 | is 3rd person staying somewhere else now? |
| where3 | where is 3rd person staying? |
| relate4 | relationship of 4th person to household head |
| gender4 | gender of 4th person |
| old4 | age of 4th person |
| 46085 | marital status of 4th person |
| away4 | is 4th person staying somewhere else now? |
| where4 | where is 4th person staying? |
| relate5 | relationship of 5th person to household head |
| gender5 | gender of 5th person |
| old5 | age of 5th person |
| 46086 | marital status of 5th person |
| away5 | is 5th person staying somewhere else now? |
| where5 | where is 5th person staying? |
| relate6 | relationship of 6th person to household head |
| gender6 | gender of 6th person |
| old6 | age of 6th person |
| 46087 | marital status of 6th person |
| away6 | is 6th person staying somewhere else now? |
| where6 | where is 6th person staying? |
| relate7 | relationship of 7th person to household head |
| gender7 | gender of 7th person |
| old7 | age of 7th person |
| 46088 | marital status of 7th person |
| away7 | is 7th person staying somewhere else now? |
| where7 | where is 7th person staying? |
| relate8 | relationship of 8th person to household head |
| gender8 | gender of 8th person |
| old8 | age of 8th person |
| 46089 | marital status of 8th person |
| away8 | is 8th person staying somewhere else now? |
| where8 | where is 8th person staying? |
| relate9 | relationship of 9th person to household head |
| gender9 | gender of 9th person |
| old9 | age of 9th person |
| 46090 | marital status of 9th person |
| away9 | is 9th person staying somewhere else now? |
| where9 | where is 9th person staying? |
| relate10 | relationship of 10th person to household head |
| gender10 | gender of 10th person |
| old10 | age of 1oth person |
| 46091 | marital status of 10th person |
| away10 | is 10th person staying somewhere else now? |
| where10 | where is 1oth person staying? |
| relate11 | relation of 11th person (visitor) to head |
| gender11 | gender of 11th person (visitor) |
| old11 | age of 11th person (visitor) |
| 46092 | marital status of 11th person (visitor) |
| away11 | is 11th person (visitor) staying elsewhere now? |
| where11 | where is 11th person (visitor) staying? |
| relate12 | relation of 12th person (visitor) to head |
| gender12 | gender of 12th person (visitor) |
| old12 | age of 12th person (visitor) |
| 46093 | marital status of 12th person (visitor) |
| away12 | is 12th person (visitor) staying elsewhere now? |
| where12 | where is 12th person (visitor) staying? |
| relate13 | relation of 13th person (visitor) to head |
| gender13 | gender of 13th person (visitor) |
| old13 | age of 13th person (visitor) |
| 46094 | marital status of 13th person (visitor) |
| away13 | is 13th person (visitor) staying elsewhere now? |
| where13 | where is 13th person (visitor) staying? |
| relate14 | relation of 14th person (visitor) to head |
| gender14 | gender of 14th person (visitor) |
| old14 | age of 14th person (visitor) |
| 46095 | marital status of 14th person (visitor) |
| away14 | is 14th person (visitor) staying elsewhere now? |
| where14 | where is 14th person (visitor) staying? |
| relhhd1 | relation of 1st person to household head |
| relhhd2 | relation of 2nd person to household head |
| relhhd3 | relation of 3rd person to household head |
| relhhd4 | relation of 4th person to household head |
| relhhd5 | relation of 5th person to household head |
| relhhd6 | relation of 6th person to household head |
| relhhd7 | relation of 7th person to household head |
| relhhd8 | relation of 8th person to household head |
| relhhd9 | relation of 9th person to household head |
| relhhd10 | relation of 1oth person to household head |
| relhhd11 | relation of 11th person (visitor) to head |
| relhhd12 | relation of 12th person (visitor) to head |
| relhhd13 | relation of 13th person (visitor) to head |
| relhhd14 | relation of 14th person (visitor) to head |
| hhrace | race of household |
| respnum | number in family of r |
| hhtype | household type |
| hhtype1 | household type (condensed) |
| famgen | number of family generations in household |
| rplace | r's relationship to household head |
| rvisitor | is r a visitor? |
| visitors | number of visitor's in household |
| relhh1 | relationship of person 1 to head of household |
| relhh2 | relationship of person 2 to head of household |
| relhh3 | relationship of person 3 to head of household |
| relhh4 | relationship of person 4 to head of household |
| relhh5 | relationship of person 5 to head of household |
| relhh6 | relationship of person 6 to head of household |
| relhh7 | relationship of person 7 to head of household |
| relhh8 | relationship of person 8 to head of household |
| relhh9 | relationship of person 9 to head of household |
| relhh10 | relationship of person 10 to head of household |
| relhh11 | relationship of person 11 to head of household |
| relhh12 | relationship of person 12 to head of household |
| relhh13 | relationship of person 13 to head of household |
| relhh14 | relationship of person 14 to head of household |
| relsp1 | relationship of person 1 to spouse of househol |
| relsp2 | relationship of person 2 to spouse of househol |
| relsp3 | relationship of person 3 to spouse of househol |
| relsp4 | relationship of person 4 to spouse of househol |
| relsp5 | relationship of person 5 to spouse of househol |
| relsp6 | relationship of person 6 to spouse of househol |
| relsp7 | relationship of person 7 to spouse of househol |
| relsp8 | relationship of person 8 to spouse of househol |
| relsp9 | relationship of person 9 to spouse of househol |
| relsp10 | relationship of person 10 to spouse of househo |
| relsp11 | relationship of person 11 to spouse of househo |
| relsp12 | relationship of person 12 to spouse of househo |
| relsp13 | relationship of person 13 to spouse of househo |
| relsp14 | relationship of person 14 to spouse of househo |
| dateintv | date of interview |
| isco08 | respondent's occupation, 2010 census & 2008 isco code |
| paisco08 | r's father's occupation, 2010 census & 2008 isco code |
| maisco08 | r's mother's occupation, 2010 census & 2008 isco code |
| spisco08 | r's mothers occupation, 2010 census & 2008 isco code |
| coisco08 | partner's occupation, 2010 census & 2008 isco code |
| sei10 | r's socioeconomic index (2010) |
| sei10educ | Percentage of some college educ in OCC10 based on ACS 2010 |
| sei10inc | Percentage of $45k+ earners in OCC10 based on ACS 2010 |
| pasei10 | r's father's socioeconomic index (2010) |
| pasei10educ | Percentage of some college educ in PAOCC10 based on ACS 2010 |
| pasei10inc | Percentage of $45k+ earners in PAOCC10 based on ACS 2010 |
| masei10 | r's mother's socioeconomic index (2010) |
| masei10educ | Percentage of some college educ in MAOCC10 based on ACS 2010 |
| masei10inc | Percentage of $45k+ earners in MAOCC10 based on ACS 2010 |
| spsei10 | r's spouse's socioeconomic index (2010) |
| spsei10educ | Percentage of some college educ in SPOCC10 based on ACS 2010 |
| spsei10inc | Percentage of $45k+ earners in SPOCC10 based on ACS 2010 |
| cosei10 | partner's socioeconomic index (2010) |
| cosei10educ | Percentage of some college educ in COOCC10 based on ACS 2010 |
| cosei10inc | Percentage of $45K+ earners in COOCC10 based on ACS 2010 |
| copres10 | Partner's occupational prestige score (2010) |
| copres105plus | partner's occupational prestige score using threshold method (2010) |
| uswary | expect u.s. in world war in 10 years |
| cohort | year of birth |
| zodiac | respondents astrological sign |
| inthisp | is interviewer spanish, hispanic or latino |
| intrace1 | interviewer s race1 |
| intrace2 | interviewer s race2 |
| intrace3 | interviewer s race3 |
| whoelse1 | presence of others: children under six |
| whoelse2 | presence of others: older children |
| whoelse3 | presence of others: spouse partner |
| whoelse4 | presence of others: other relatives |
| whoelse5 | presence of others: other adults |
| whoelse6 | presence of others: no one |
| intid | Interviewer id |
| feeused | fee given to get case |
| feelevel | amount of fees paid |
| lngthinv | how long was interview |
| intethn | race of interviewer |
| mode | interview done in-person or over the phone |
| consent | participation/recording consent |
| adminconsent | consent to possible data linkage |
| letdie1y | allow incurable patients to die (form 2) |
| ballot | ballot used for interview |
| version | Version of questionnaire |
| issp | filter for issp cases |
| formwt | Weight deal with experimental randomization |
| sampcode | Sampling error code |
| sample | sampling frame and method |
| oversamp | Weights for black oversamples |
| phase | subsampling: two-phase design. |
| spanself | if this interview had only been available in english, would you... |
| spanint | if no spanish, r could have been interviewed in english |
| spaneng | interviews conducted in spanish or english |
| hlthstrt | would you say the respondent's health in general is excellent, good, fair, or poor |
| huadd | housing unit (hu) at address? |
| huaddwhy | why there is no hu at this address |
| dwellpre | type of structure in which the respondent lives |
| kidsinhh | does interviewer believe that there are children under the age of 15 present at |
| respond | estimate of the probability that this household will respond to the survey |
| incuspop | estimated income status of housing unit |
| neisafe | how safe interviewer thinks neighborhood is |
| rlooks | r physical attractiveness rating |
| rgroomed | r grooming rating |
| rhlthend | r health rating |
| vstrat | Variance stratum |
| vpsu | Variance primary sampling unit |
| kish | |
| famdif16y | Which of the following best describes your situation? |
| pawrkslf2 | At this job, was [dadfill] an employee, self-employed without employees, or self-employed with employees? |
| pawrkslffam | Father (or oldest same-sex parent) owned family business or farm |
| mawrkslf2 | At this job, was mother (or youngest same-sex parent) an employee, self-employed without employees, or self-employed with employees? |
| mawrkslffam | Mother (or youngest same-sex parent) owned family business or farm |
| ethworld1 | From what part of the world did your ancestors come? Europe |
| ethworld2 | From what part of the world did your ancestors come? Africa |
| ethworld3 | From what part of the world did your ancestors come? Asia |
| ethworld4 | From what part of the world did your ancestors come? Middle East |
| ethworld5 | From what part of the world did your ancestors come? South America |
| ethworld6 | From what part of the world did your ancestors come? Central America |
| ethworld7 | From what part of the world did your ancestors come? North America |
| ethworld8 | From what part of the world did your ancestors come? Caribbean |
| ethworld9 | From what part of the world did your ancestors come? Oceania |
| ethregion1 | From what country or countries did your ancestors come? Austria |
| ethregion2 | From what country or countries did your ancestors come? Belgium |
| ethregion3 | From what country or countries did your ancestors come? Czechoslovakia |
| ethregion4 | From what country or countries did your ancestors come? Denmark |
| ethregion5 | From what country or countries did your ancestors come? England and Wales |
| ethregion6 | From what country or countries did your ancestors come? Finland |
| ethregion7 | From what country or countries did your ancestors come? France |
| ethregion8 | From what country or countries did your ancestors come? Germany |
| ethregion9 | From what country or countries did your ancestors come? Greece |
| ethregion10 | From what country or countries did your ancestors come? Hungary |
| ethregion11 | From what country or countries did your ancestors come? Ireland |
| ethregion12 | From what country or countries did your ancestors come? Italy |
| ethregion13 | From what country or countries did your ancestors come? Lithuania |
| ethregion14 | From what country or countries did your ancestors come? Netherlands (Dutch/Holland) |
| ethregion15 | From what country or countries did your ancestors come? Norway |
| ethregion16 | From what country or countries did your ancestors come? Poland |
| ethregion17 | From what country or countries did your ancestors come? Portugal |
| ethregion18 | From what country or countries did your ancestors come? Romania |
| ethregion19 | From what country or countries did your ancestors come? Russia (USSR) |
| ethregion20 | From what country or countries did your ancestors come? Scotland |
| ethregion21 | From what country or countries did your ancestors come? Spain |
| ethregion22 | From what country or countries did your ancestors come? Sweden |
| ethregion23 | From what country or countries did your ancestors come? Switzerland |
| ethregion24 | From what country or countries did your ancestors come? Turkey |
| ethregion25 | From what country or countries did your ancestors come? Yugoslavia |
| ethregion26 | From what country or countries did your ancestors come? Other Europe |
| ethregion27 | From what country or countries did your ancestors come? Algeria |
| ethregion28 | From what country or countries did your ancestors come? Democratic Republic of the Congo |
| ethregion29 | From what country or countries did your ancestors come? Egypt |
| ethregion30 | From what country or countries did your ancestors come? Ethiopia |
| ethregion31 | From what country or countries did your ancestors come? Kenya |
| ethregion32 | From what country or countries did your ancestors come? Nigeria |
| ethregion33 | From what country or countries did your ancestors come? South Africa |
| ethregion34 | From what country or countries did your ancestors come? Sudan |
| ethregion35 | From what country or countries did your ancestors come? Tanzania |
| ethregion36 | From what country or countries did your ancestors come? Uganda |
| ethregion37 | From what country or countries did your ancestors come? Other Africa |
| ethregion38 | From what country or countries did your ancestors come? Bangladesh |
| ethregion39 | From what country or countries did your ancestors come? China |
| ethregion40 | From what country or countries did your ancestors come? India |
| ethregion41 | From what country or countries did your ancestors come? Indonesia |
| ethregion42 | From what country or countries did your ancestors come? Japan |
| ethregion43 | From what country or countries did your ancestors come? Pakistan |
| ethregion44 | From what country or countries did your ancestors come? Philippines |
| ethregion45 | From what country or countries did your ancestors come? South Korea |
| ethregion46 | From what country or countries did your ancestors come? Thailand |
| ethregion47 | From what country or countries did your ancestors come? Vietnam |
| ethregion48 | From what country or countries did your ancestors come? Other Asia |
| ethregion49 | From what country or countries did your ancestors come? Iran |
| ethregion50 | From what country or countries did your ancestors come? Iraq |
| ethregion51 | From what country or countries did your ancestors come? Israel |
| ethregion52 | From what country or countries did your ancestors come? Jordan |
| ethregion53 | From what country or countries did your ancestors come? Saudi Arabia |
| ethregion54 | From what country or countries did your ancestors come? Syria |
| ethregion55 | From what country or countries did your ancestors come? United Arab Emirates |
| ethregion56 | From what country or countries did your ancestors come? Yemen |
| ethregion57 | From what country or countries did your ancestors come? Other Middle East |
| ethregion58 | From what country or countries did your ancestors come? Argentina |
| ethregion59 | From what country or countries did your ancestors come? Bolivia |
| ethregion60 | From what country or countries did your ancestors come? Brazil |
| ethregion61 | From what country or countries did your ancestors come? Chile |
| ethregion62 | From what country or countries did your ancestors come? Colombia |
| ethregion63 | From what country or countries did your ancestors come? Ecuador |
| ethregion64 | From what country or countries did your ancestors come? French Guiana |
| ethregion65 | From what country or countries did your ancestors come? Guyana |
| ethregion66 | From what country or countries did your ancestors come? Paraguay |
| ethregion67 | From what country or countries did your ancestors come? Peru |
| ethregion68 | From what country or countries did your ancestors come? Suriname |
| ethregion69 | From what country or countries did your ancestors come? Uruguay |
| ethregion70 | From what country or countries did your ancestors come? Venezuela |
| ethregion71 | From what country or countries did your ancestors come? Other South America |
| ethregion72 | From what country or countries did your ancestors come? Belize |
| ethregion73 | From what country or countries did your ancestors come? Costa Rica |
| ethregion74 | From what country or countries did your ancestors come? El Salvador |
| ethregion75 | From what country or countries did your ancestors come? Guatemala |
| ethregion76 | From what country or countries did your ancestors come? Honduras |
| ethregion77 | From what country or countries did your ancestors come? Mexico |
| ethregion78 | From what country or countries did your ancestors come? Nicaragua |
| ethregion79 | From what country or countries did your ancestors come? Panama |
| ethregion80 | From what country or countries did your ancestors come? Other Central America |
| ethregion81 | From what country or countries did your ancestors come? American Indian |
| ethregion82 | From what country or countries did your ancestors come? Canada |
| ethregion83 | From what country or countries did your ancestors come? Canada (French) |
| ethregion84 | From what country or countries did your ancestors come? Puerto Rico |
| ethregion85 | From what country or countries did your ancestors come? Other North America |
| ethregion86 | From what country or countries did your ancestors come? Cuba |
| ethregion87 | From what country or countries did your ancestors come? Haiti |
| ethregion88 | From what country or countries did your ancestors come? Dominican Republic |
| ethregion89 | From what country or countries did your ancestors come? Jamaica |
| ethregion90 | From what country or countries did your ancestors come? Other Caribbean |
| ethregion91 | From what country or countries did your ancestors come? Australia |
| ethregion92 | From what country or countries did your ancestors come? Papua New Guinea |
| ethregion93 | From what country or countries did your ancestors come? New Zealand |
| ethregion94 | From what country or countries did your ancestors come? Samoa |
| ethregion95 | From what country or countries did your ancestors come? Jamaica |
| wrkgovt1 | govt employee |
| wrkgovt2 | private employee |
| spkathy | allow anti-religionist to speak y |
| libathy | allow anti-religionist to teach y |
| spkracy | allow anti-religious book in library y |
| libracy | allow racists book in library y |
| spkcomy | allow communist to speak y |
| colcomy | should communist teacher be fired y |
| libcomy | allow communists book in library y |
| spkmslmy | allow muslim clergymen preaching hatred of the us y |
| libmslmy | allow anti-american muslim clergymen's books in library y |
| polhitoky | ever approve of police striking citizen y |
| polabusey | citizen said vulgar or obscene things y |
| polattaky | citizen attacking policeman with fists y |
| raceacs1 | white |
| raceacs2 | black |
| raceacs3 | american indian or alaska native |
| raceacs4 | asian indian |
| raceacs5 | chinese |
| raceacs6 | filipino |
| raceacs7 | japanese |
| raceacs8 | korean |
| raceacs9 | vietnamese |
| raceacs10 | other asian |
| raceacs11 | native hawaiian |
| raceacs12 | guamanian or chamorro |
| raceacs13 | samoan |
| raceacs14 | other pacific islander |
| raceacs15 | some other race |
| raceacs16 | hispanic |
| abdefectg | strong chance of serious defect (grid on web) |
| abnomoreg | married--wants no more children (grid on web) |
| abhlthg | woman's health seriously endangered (grid on web) |
| abpoorg | low income--cant afford more children (grid on web) |
| abrapeg | pregnant as result of rape (grid on web) |
| absingleg | not married (grid on web) |
| suicide1g | suicide if incurable disease |
| suicide2g | suicide if bankrupt |
| suicide3g | suicide if dishonored family |
| suicide4g | suicide if tired of living |
| maborn | Was R's mother (or youngest same-sex parent) born in this country? |
| paborn | Was R's father (or oldest same-sex parent) born in this country? |
| sexbirth1 | r's sex assigned at birth (2021) |
| sexnow1 | r's sex now (2021) |
| hivafraid | afraid to be around a person with hiv |
| hivimmrl | people with hiv have participated in immoral activities |
| hivdscrm | there is a lot of discrimination against people with hiv |
| ptnrornt | recent partner's sexual orientation |
| ptnrsxbrth | recent partner's sex at birth |
| ptnrsxnow | recent partner's sex now |
| conpharvacy | confidence in pharmaceutical companies y |
| confedvacy | confidence in the federal government y |
| wtssps | person post-stratification weight |
| wtssnrps | Person post-stratification weight, nonrespondents adjusted |
| uswaryv | expect u.s. in war within 10 years (with volunteered response on web) |
| prayerv | bible prayer in public schools (with volunteered response on web) |
| courtsv | courts dealing with criminals (with volunteered response on web) |
| discaffwv | a woman won't get a job or promotion (with volunteered response on web) |
| racopenv | vote on open housing law (with volunteered response on web) |
| getaheadv | opinion of how people get ahead (with volunteered response on web) |
| divlawv | divorce laws (with volunteered response on web) |
| helpfulv | people helpful or looking out for selves (with volunteered response on web) |
| fairv | people fair or try to take advantage (with volunteered resposne on web) |
| trustv | can people be trusted (with volunteered response on web) |
| agedv | should aged live with their children (with volunteered response on web) |
| grassv | should marijuana be made legal (with volunteered response on web) |
| relitenv | strength of affiliation (with volunteered response on web) |
| biblev | feelings about the bible (with volunteered response on web) |
| postlifev | belief in life after death (with volunteered response on web) |
| kidssolv | r's kids living standard compared to r (with volunteered response on web) |
| uscitznv | is r us citizen (with volunteered response on web) |
| fucitznv | is r planning/appling for us citizenship or not (with volunteered response on we |
| fepolv | women not suited for politics (with volunteered response on web) |
| uswarynv | expect u.s. in war within 10 years (no volunteered response on web) |
| prayernv | bible prayer in public schools (no volunteered response on web) |
| courtsnv | courts dealing with criminals (no volunteered response on web) |
| discaffwnv | a woman won't get a job or promotion (no volunteered response on web) |
| racopennv | vote on open housing law (no volunteered response on web) |
| getaheadnv | opinion of how people get ahead (no volunteered response on web) |
| divlawnv | divorce laws (no volunteered response on web) |
| helpfulnv | people helpful or looking out for selves (no volunteered response on web) |
| fairnv | people fair or try to take advantage (no volunteered response on web) |
| trustnv | can people be trusted (no volunteered response on web) |
| agednv | should aged live with their children (no volunteered response on web) |
| grassnv | should marijuana be made legal (no volunteered response on web) |
| relitennv | strength of affiliation (no volunteered response on web) |
| biblenv | feelings about the bible (no volunteered response on web) |
| postlifenv | belief in life after death (no volunteered response on web) |
| kidssolnv | r's kids living standard compared to r (no volunteered response on web) |
| uscitznnv | is r us citizen (no volunteered response on web) |
| fucitznnv | is r planning/appling for us citizenship or not (no volunteered response on web) |
| fepolnv | women not suited for politics (no volunteered response on web) |
| abanyg | abortion if woman wants for any reason (grid on web) |
| fileversion | NA |
| spwrkslf2 | SPOUSE SELF-EMPLOYED, WITH EMPLOYEES, OR WORK FOR SOMEONE ELSE |
| spwrkslffam | SPOUSE WORK AT FAMILY BUSINESS OR ON FAMILY FARM |
| childsinhh | TOTAL CHILDREN IN HH (HOUSEHOLD COMPOSITION VERSION) |
| adultsinhh | TOTAL ADULTS IN HH (HOUSEHOLD COMPOSITION VERSION) |
| whatsp2 | How would you classify the place where your ...? Was this mainly...? |
| cowrkslf2 | PARTNER SELF-EMPLOYED, WITH EMPLOYEES, OR WORK FOR SOMEONE ELSE |
| cowrkslffam | PARTNER WORK AT FAMILY BUSINESS OR ON FAMILY FARM |
| cowksup | DOES PARTNER SUPERVISE ANYONE |
| whatco2 | CLASSIFY PLACE WHERE PARTNERS WORKS |
| whatpa2 | How would you classify the place where father (or oldest same-sex parent) worked? Was this mainly...? |
| whatma2 | How would you classify the place where mother (or youngest same-sex parent) worked? Was this mainly...? |
| whatslf2 | How would you classify the place where you ...? Was this mainly...? |
| racerank1 | FIRST RACE SELECTED |
| racerank2 | SECOND RACE SELECTED |
| racerank3 | THIRD RACE SELECTED |
| adoptus | IMMIGRANTS LIVING IN US SHOULD ADOPT US CULTURE |
| immfate | FATE OF ILLEGAL IMMIGRANTS |
| letinhsp1 | IMMIGRATION FROM LATIN AMERICA SHOULD DECREASE OR INCREASE |
| letinasn1 | IMMIGRATION FROM ASIA SHOULD DECREASE OR INCREASE |
| xmoviey | SEEN PORNOGRAPHY IN PAST YEAR |
| vote20 | REMEMBER IF VOTED IN 2020 ELECTION |
| pres20 | VOTED TRUMP OR BIDEN |
| if20who | WHO YOU WOULD HAVE VOTED FOR IN 2020 |
| wordk | WORD K |
| wordl | WORD L |
| wordn | WORD N |
| fechld2 | MOTHER WORKING DOESN'T HURT CHILDREN - ISSP VERSION |
| fepresch2 | PRESCHOOL KIDS SUFFER IF MOTHER WORKS - ISSP VERSION |
| rspgndr | WOMEN VS MEN RESPONSIBILITY FOR THE HOME |
| prntlk | MOTHER VS FATHER CARE FOR CHILD |
| prntfnce | MOTHER VS FATHER PROVIDE FINANCIALLY |
| prntcre | MOTHER VS FATHER DAILY CHILD CARE |
| prntply | MOTHER VS FATHER PLAY WITH CHILD |
| prntbhav | MOTHER VS FATHER TEACH CHILD TO BEHAVE |
| prntadvs | MOTHER VS FATHER ADVISE CHILD |
| prntmdl | MOTHER VS FATHER ROLE MODEL |
| orginc | FINANCIAL DISTRIBUTION IN HOUSEHOLD |
| plan1 | WHO IN HOUSEHOLD PLANS SOCIAL ACTIVITIES |
| sharehhw | WHO IN HOUSEHOLD DOES HOUSEWORK |
| clsrltv | WHO ARE CLOSE RELATIVES |
| rsprltv1 | OFFER SIBLING PLACE TO LIVE |
| rsprltv2 | OFFER PARENT PLACE TO LIVE |
| eldfnce | GRANDPARENTS SHOULD HELP GRANDCHILDREN FINANCIALLY |
| rlyrltv | RELY ON FRIENDS OR CLOSE RELATIVES |
| frndfam | FRIENDS OR FAMILY MORE IMPORTANT |
| cabgndr | MAN VS WOMAN CABINET POSITION |
| univgndr | MAN VS WOMAN HEAD OF UNIVERSITY |
| execgndr | MAN VS WOMAN SENIOR EXECUTIVE |
| yrfnce | FINANCIAL SITUATION COMPARED TO LAST YEAR |
| nmbrkids | NUMBER OF CHILDREN |
| conhlth | CONFIDENCE IN HEALTH CARE SYSTEM IN US |
| hlthbtr | HIGHER INCOMES AFFORD BETTER HEALTH CARE |
| hlthmore | PEOPLE USE HEALTH CARE SERVICES MORE THAN NECESSARY |
| hlthgov | GOVT SHOULD PROVIDE ONLY LIMITED HEALTH CARE |
| hlthinf | HEALTH CARE SYSTEM IN US INEFFICIENT |
| hlthtax | WILLING TO PAY HIGHER TAXES TO IMP HEALTH CARE FOR ALL |
| hlthctzn | ACCESS TO PUBLIC FUNDED HEALTH CARE IF NOT CITIZEN |
| hlthdmg | ACCESS TO PUBLIC FUNDED HEALTH CARE IF DAMAGE OWN HEALTH |
| hlthacc1 | RICH VS POOR ACCESS TO HEALTHCARE |
| hlthacc2 | OLD VS YOUNG ACCESS TO HEALTHCARE |
| hlthacc3 | MEN VS WOMEN ACCESS TO HEALTHCARE |
| hlthacc4 | CITIZEN VS NONCITIZEN ACCESS TO HEALTHCARE |
| hlthbeh | SUFFER HEALTH PROB FROM BEHAVIOR |
| hlthenv | SUFFER HEALTH PROB FROM ENVIRON WHERE WORK OR LIVE |
| hlthgene | SUFFER HEALTH PROB BECAUSE OF GENES |
| hlthpoor | SUFFER HEALTH PROB BECAUSE POOR |
| altmed | ALT MED PROVIDES BETTER SOLUTIONS |
| doctrst | DOCS CAN BE TRUSTED |
| docskls | MEDICAL SKILLS OF DOCS NOT AS GOOD AS SHOULD BE |
| docearn | DOCS CARE MORE ABOUT EARNINGS THAN PATIENTS |
| hlthweb | LOOK UP HEALTH INFORMATION ONLINE IN PAST 12 MONTHS |
| hlthwblif | LOOKED UP ONLINE - HEALTHY LIFESTYLE |
| hlthwbanx | LOOKED UP ONLINE - ANXIETY OR STRESS |
| hlthwbvax | LOOKED UP ONLINE - VACCINES |
| webhltbeh | INFOMRATION ONLINE AFFECTED HEALTH POSITIVELY |
| webdocexp | INFORMATION ONLINE HELPED ME UNDERSTAND A DOCTOR |
| websympt | INTERNET IS USEFUL TO DECIDE IF SYMPTOMS ARE SERIOUS |
| webdradv | INTERNET IS USEFUL TO DECIDE IF DOCTORS GIVE GOOD ADVICE |
| webrely | HARD TO DISTINGUISH RELIABLE AND UNRELIABLE INFO ONLINE |
| vaxdoharm | VACCINES DO MORE HARM THAN GOOD |
| immunbetr | IMMUNITY SHOULD BE DEVELOPED BY GETTING ILL |
| hlthprb | DIFFICULTIES WITH WORK OR HOUSEWORK DUE TO HEALTH PROB |
| hlthpain | BODY ACHES OR PAINS IN LAST 4 WEEKS |
| hlthdep | FELT UNHAPPY OR DEPRESSED IN LAST 4 WEEKS |
| hlthconf | LOST CONFIDENCE IN SELF IN LAST 4 WEEKS |
| hlthnot | FELT COULDN'T OVERCOME PROBS IN LAST 4 WEEKS |
| docvst | HOW OFTEN VISIT DOCTOR |
| docalt | HOW OFTEN VISIT ALT HEALTH CARE PRACTITIONER |
| medpay | COULDN'T GET CARE BECAUSE COULDN'T PAY |
| medcommt | COULDN'T GET CARE BECAUSE WORK/OTH COMMITMENTS |
| medwtlst | COULDN'T GET CARE BECAUSE WAITLIST TOO LONG |
| medbest | HOW LIKELY TO GET BEST TREATMENT AVAIL IN US |
| hlthsat | HOW SATISFIED R WITH HEALTH CARE SYSTEM IN US |
| docsat1 | HOW SATISFIED R WAS WITH LAST DOCTOR VISIT |
| altsat | HOW SATISFIED R WITH ALT HEALTH TREATMENT |
| smokeday | HOW MANY CIGS A DAY |
| drinkday1 | HOW OFTEN R DRINKS 4+ DRINKS IN ONE DAY |
| physact | HOW OFTEN R DOES PHYSICAL ACTIVITY FOR 20 MIN A DAY |
| frtvegs | HOW OFTEN R EATS FRESH FRUIT/VEGGIES |
| disblty | DOES R HAVE DISABILITY |
| weight_issp | RESPONDENT WEIGHT |
| shutbus | GOVT SHOULD SHUT DOWN BUSINESS DURING PANDEMIC |
| stayhome | GOVT SHOULD MAKE PEOPLE STAY AT HOME |
| mobilsurv | GOVT SHOULD TRACK SICK PEOPLE |
| reqmasks | GOVT SHOULD REQUIRE MASKS |
| bangather | GOVT SHOULD BAN GATHERINGS |
| stockval1 | ESTIMATE OF TOTAL VALUE OF STOCKS IF SOLD TODAY |
| stockyr | GRANTED SHARES OF STOCK IN PAST YEAR |
| stockyrval | VALUE OF STOCK GRATNED IN PAST YEAR |
| stockoptyr | GRANTED STOCK OPTIONS IN PAST YEAR |
| stoptyramt | VALUE OF OPTIONS GRANTED IN PAST YEAR |
| extr2021 | EXTRA PAY IN 2021 |
| extraval1 | ESTIMATE OF BONUS PAYMENTS LAST YEAR |
| yearval1 | ESTIMATE OF DOLLAR VALUE OF PAYMENTS IN THAT YEAR |
| numorg1 | ESTIMATE OF TOTAL PEOPLE IN R'S BUSINESS OR ORGANIZATION |
| perfrt | PERFORMANCE RATING LAST YEAR |
| knowschd1 | How far in advance know work schedule (2022 version) |
| wrkmeangfl | I FIND MY WORK MEANINGFUL |
| strmgtsup | MANGEMENT SUPPORTS STRESS PREVENTION |
| psysamephys | MANAGEMENT SUPPORTS PSYCHOLOGICAL HEALTH |
| allorglevel | ALL LEVELS OF ORG ARE INVOLVED IN STRESS PREVENTION |
| feelnerv | HOW OFTEN FELT NERVIOUS IN PAST 2 WEEKS |
| worry | HOW OFTEN COULD NOT CONTROL WORRYING IN PAST 2 WEEKS |
| feeldown | HOW OFTEN FELT DOWN IN PAST 2 WEEKS |
| nointerest | HOW OFTEN FELT NO INTEREST IN DOING THINGS IN PAST 2 WEEKS |
| svyenjoy | ENJOY TAKING SURVEYS |
| svyid1 | WILLINGNESS TO USE VIDEO CHAT |
| svyid2 | WILLINGNES FOR IN-PERSON SURVEY |
| yrlvmus | ATTEND LIVE MUSIC OR THEATER IN PAST 12 MONTHS |
| yrartxbt | ATTEND ART EXHIBIT IN PAST 12 MONTHS |
| yrmovie | SEE MOVIE IN PAST 12 MONTHS |
| artsout | OUTDOOR ART ACTIVITY IN PAST 12 MONTHS |
| yrcreat | CREATE ART IN PAST 12 MONTHS |
| yrrdg | READ FICTION OR POETRY IN PAST 12 MONTHS |
| yrtour | ONLINE ART TOUR IN PAST 12 MONTHS |
| yrstmus | LIVESTREAMED MUSIC OR THEATER IN PAST 12 MONTHS |
| yrarmus | ARCHIVED LIVESTREAMED MUSIC OR THEATER IN PAST 12 MONTHS |
| yrstpo | LIVESTREAMED READING EVENT IN PAST 12 MONTHS |
| yrarpo | ARCHIVED LIVESTREAMED READING EVENT IN PAST 12 MONTHS |
| yrclass | ONLINE CLASS IN PAST 12 MONTHS |
| yrpod | LISTEN TO ART PODCASTS IN PAST 12 MONTHS |
| cvdlvmus | CHANGE IN IN-PERSON EVENTS SINCE FIRST YEAR OF COVID |
| cvdart | CHANGE IN IN-PERSON ART SINCE FIRST YEAR OF COVID |
| cvdmov | CHANGE IN IN-PERSON MOVIES SINCE FIRST YEAR OF COVID |
| cvdcreat | CHANGE IN CREATING ART SINCE FIRST YEAR OF COVID |
| cvdrdg | CHANGE IN READING SINCE FIRST YEAR OF COVID |
| cvdtour | CHANGE IN ONLINE TOURS SINCE FIRST YEAR OF COVID |
| cvdstmus | CHANGE IN LIVESTEAMED MUSIC OR THEATER SINCE FIRST YEAR OF COVID |
| cvdarmus | CHANGE IN ARCHIVED LIVESTREAMED MUSIC OR THEATER SINCE FIRST YEAR OF COVID |
| cvdstpo | CHANGE IN LIVESTREAMED READING EVENTS SINCE FIRST YEAR OF COVID |
| cvdarpo | CHANGE IN ARCHIVED LIVESTREAMED READING EVENTS SINCE FIRST YEAR OF COVID |
| cvdclass | CHANGE IN ONLINE CLASSES SINCE FIRST YEAR OF COVID |
| cvdpod | CHANGE IN ART PODCASTS SINCE FIRST YEAR OF COVID |
| neastatus | NEA FOLLOW-ON STATUS |
| wrkwayup_next | BLACK PEOPLE OVERCOME PREJUDICE WITHOUT FAVORS - FOLLOW-ON VERSION |
| blkmblty | GENERATIONS OF SLAVERY MAKE CHANGE HARD FOR BLACK PEOPLE |
| blkdsrv | BLACK PEOPLE GET LESS THAN THEY DESERVE |
| blktry | BLACK PEOPLE DO NOT TRY HARD ENOUGH |
| brv5 | DEATH OF SOMEONE CLOSE IN PAST 5 YEARS |
| brv5sp | DEATH OF SPOUSE OR PARTNER |
| brv5par | DEATH OF PARENT |
| brv5grand | DEATH OF GRANDPARENT |
| brv5child | DEATH OF CHILD |
| brv5sib | DEATH OF SIBLING |
| brv5oth | DEATH OF SOMEONE ELSE |
| brv5spnum | NUMBER OF SPOUSE DEATHS |
| brv5partnum | NUMBER OF PARTNER DEATHS |
| brv5dadnum | NUMBER OF FATHER DEATHS |
| brv5momnum | NUMBER OF MOTHER DEATHS |
| brv5filnum | NUMBER OF FATHER IN LAW DEATHS |
| brv5milnum | NUMBER OF MOTHER IN LAW DEATHS |
| brv5gmanum | NUMBER OF GRANDMOTHER DEATHS |
| brv5gpanum | NUMBER OF GRANDFATHER DEATHS |
| brv5sonnum | NUMBER OF SON DEATHS |
| brv5daunum | NUMBER OF DAUGHTER DEATHS |
| brv5chinum | NUMBER OF STEPCHILD DEATHS |
| brv5bronum | NUMBER OF BROTHER DEATHS |
| brv5sisnum | NUMBER OF SISTER DEATHS |
| brv5silnum | NUMBER OF BROTHER-IN-LAW OR SISTER-IN-LAW DEATHS |
| brv5cuznum | NUMBER OF COUSIN DEATHS |
| brv5frndnum | NUMBER OF FRIEND DEATHS |
| brv5cowknum | NUMBER OF COWORKER DEATHS |
| brv5othnum | NUMBER OF OTHER DEATHS |
| brv16 | DEATH OF SOMEONE CLSOE BEFORE AGE 16 |
| brv16sp | DEATH OF SPOUSE OR PARTNER |
| brv16par | DEATH OF PARENT |
| brv16sib | DEATH OF SIBLING |
| brv16grand | DEATH OF GRANDPARENT |
| brv16oth | DEATH OF SOMEONE ELSE |
| brv16spnum | NUMBER OF SPOUSE DEATHS |
| brv16partnum | NUMBER OF PARTNER DEATHS |
| brv16dadnum | NUMBER OF FATHER DEATHS |
| brv16momnum | NUMBER OF MOTHER DEATHS |
| brv16filnum | NUMBER OF FATHER IN LAW DEATHS |
| brv16milnum | NUMBER OF MOTHER IN LAW DEATHS |
| brv16gmanum | NUMBER OF GRANDMOTHER DEATHS |
| brv16gpanum | NUMBER OF GRANDFATHER DEATHS |
| brv16bronum | NUMBER OF BROTHER DEATHS |
| brv16sisnum | NUMBER OF SISTER DEATHS |
| brv16silnum | NUMBER OF BROTHER-IN-LAW OR SISTER-IN-LAW DEATHS |
| brv16cuznum | NUMBER OF COUSIN DEATHS |
| brv16frndnum | NUMBER OF FRIEND DEATHS |
| brv16othnum | NUMBER OF OTHER DEATHS |
| gestate | ABORTION LEGAL PAST 4.5 MONTHS |
| abgender | ABORITON LEGAL FOR GENDER SELECTION |
| abbelief | PRO-CHOICE VS PRO-LIFE |
| vaxhstncy | PARENTS CHOOSE NOT TO VACCINATE THEIR CHILDREN |
| vaxkids | VACCINES ARE IMPORTANT FOR CHILDREN |
| vaxsafe | VACCINES ARE SAFE |
| fluvax | FLU VACCINE IN PAST 12 MONTHS |
| covid12 | COVID VACCINE EVER |
| covemply | CHANGE IN EMPLOYMENT OVER COVID PANDEMIC |
| pandinc | CHANGE IN HOUSEHOLD INCOME OVER COVID PANDEMIC |
| pandmet | CHANGE IN SOCIALIZATION OVER COVID PANDEMIC |
| biokids | NUMBER OF BIOLOGICAL CHILDREN |
| malekids | NUMBER OF MALE CHILDREN |
| firstkidsex | SEX OF FIRST CHILD |
| nonbinkids | FIRST CHILD NONBINARY |
| femself | HOW FEMININE R SEES SELF |
| mascself | HOW MASCULINE R SEES SELF |
| relig_next | RELIGION - FOLLOW-ON VERSION |
| denom_next | DENOMINATION - FOLLOW-ON VERSION |
| jew_next | WHAT SORT OF JEW - FOLLOW-ON VERSION |
| nextstatus | GSS NEXT FOLLOW-ON STATUS |
| racdif1x | DIFFERENCES DUE TO DISCRIMINATION (LONGER INTRO) |
| racdif2x | DIFFERENCES DUE TO IN-BORN LEARNING ABILITY |
| racdif3x | DIFFERENCES DUE TO LACK OF EDUCATION |
| racdif4x | DIFFERENCES DUE TO LACK OF WILL |
| worksick | HOW MANY TIMES IN THE LAST 90 DAYS DID R WORK WHILE ILL |
| indus10_next | INDUSTRY - FOLLOW-ON VERSION |
| occ10_next | OCCUPATION - FOLLOW-ON VERSION |
| other_next | OTHER PROTESTANT DENOMINATION - FOLLOW-ON VERSION |
| fund_next | FUNDAMENTALIST - FOLLOW-ON VERSION |
| hompop_exp | TOTAL PEOPLE IN HH (EXPERIMENTAL VERSION) |
| modesequence | INITIAL MODE OF CONTACT FOR RESPONDENT |
| rheight | RESPONDENT HEIGHT |
| instype01 | FIRST TYPE OF INSURANCE MENTIONED |
| instype02 | SECOND TYPE OF INSURANCE MENTIONED |
| instype03 | THIRD TYPE OF INSURANCE MENTIONED |
| instype04 | FOURTH TYPE OF INSURANCE MENTIONED |
| totalincentive | totalincentive |
| kidsund18 | ANY KIDS UNDER 18 IN HH |
| babies_exp | KIDS 0-6 IN HH(EXPERIMENTAL VERSION) |
| preteen_exp | KIDS 7-12 IN HH(EXPERIMENTAL VERSION) |
| teens_exp | KIDS 13-17 IN HH(EXPERIMENTAL VERSION) |
| adults_exp | ADULTS 18+ IN HH(EXPERIMENTAL VERSION) |
| lngrltnshp | R IN LONG-TERM RELATIONSHIP IN HH |
| rsblng18 | R HAS SIBLING IN HH |
| rchild18 | R IS CHILD OF ANOTHER ADULT IN HH |
| rprnt18 | R IS PARENT OF ANOTHER ADULT IN HH |
| rbioprnt18 | R IS BIOLOGICAL PARENT OF ANOTHER ADULT IN HH |
| radptprnt18 | R IS ADOPTED PARENT OF ANOTHER ADULT IN HH |
| rstpprnt18 | R IS STEP-PARENT OF ANOTHER ADULT IN HH |
| rgprnt18 | R IS GRANDPARENT OF ANOTHER ADULT IN HH |
| rfmly18 | R IS EXTENDED FAMILY OF ANOTHER ADULT IN HH |
| rntrltd18 | R IS NOT RELATED TO ANOTHER ADULT IN HH |
| rrltu18 | R IS EXTENDED FAMILY OF CHILD UNDER 18 IN HH |
| rnrltu18 | R IS NOT RELATED TO CHILD UNDER 18 IN HH |
| rgprntu18 | R IS GRANDPARENT OF CHILD UNDER 18 IN HH |
| rbioprnt | R IS BIOLOGICAL PARENT OF CHILD UNDER 18 IN HH |
| radptprnt | R IS ADOPTED PARENT OF CHILD UNDER 18 IN HH |
| rstpprnt | R IS STEP-PARENT OF CHILD UNDER 18 IN HH |
| prnt | R IS A PARENT IN SOME CAPACITY IN HH |
| childs_exp | TOTAL CHILDREN UNDER 18 IN HH (EXPERIMENTAL VERISON) |
| respnumh | NUMBER IN FAMILY OF R (HEF) |
| hefinfo1 | NUMBER OF HOUSEHOLD ROSTER INFORMANT |
| famgen_exp | NUMBER OF FAMILY GENERATIONS IN HOUSEHOLD (EXPERIMENTAL VERSION) |
| agehef1 | AGE OF FIRST PERSON IN HOUSEHOLD SCREENING |
| agehef2 | AGE OF SECOND PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef3 | AGE OF THIRD PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef4 | AGE OF FOURTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef5 | AGE OF FIFTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef6 | AGE OF SIXTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef7 | AGE OF SEVENTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef8 | AGE OF EIGHTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef9 | AGE OF NINTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef10 | AGE OF TENTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef11 | AGE OF ELEVENTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef12 | AGE OF TWELFTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef13 | AGE OF THIRTEENTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| agehef14 | AGE OF FOURTEENTH PERSON IN HOUSEHOLD SCREENING (IF APPLICABLE) |
| hompoph | TOTAL PEOPLE IN HH (HOUSEHOLD SCREENING VERSION) |
| hhtype1_exp | HOUSEHOLD TYPE (CONDENSED) (EXPERIMENTAL VERSION) |
| batch | SAMPLE BATCH |
| subsamprate | Subsampling rate corresponding to two-phase design |
| wtssps_nea | POSTSTRATIFICATION WEIGHT FOR ANALYZING NEA FOLLOW-ON |
| wtssnrps_nea | POSTSTRATIFICATION AND NONRESPONSE WEIGHT FOR ANALYZING NEA FOLLOW-ON |
| wtssps_next | POSTSTRATIFICATION WEIGHT FOR ANALYZING GSS NEXT FOLLOW-ON |
| wtssnrps_next | POSTSTRATIFICATION AND NONRESPONSE WEIGHT FOR ANALYZING GSS NEXT FOLLOW-ON |
| neaeligible | NEA FOLLOW-ON ELIGIBLE |
| nexteligible | GSS NEXT FOLLOW-ON ELIGIBLE |
| reltrad | Religious tradition |
| reltrad16 | Religious tradition age 16 |
| mighist | When R came to U.S. |
| migage | Age when R came to U.S. |
| wordsum7 | number words correct in vocabulary test (7 common items) |
| wordsumold | number words correct in vocabulary test (original items) |
| wordsumnew | number words correct in vocabulary test (experiment items) |
| hispanic_0022 | R Hispanic Specific |
| numemps_0422 | if self employed, number of other employees |
| uscitzn_0822 | If not born in US, is R a US citizen |
| sibs_7222 | Number of siblings (including step- and adopted) |
| racecen1_0022 | What is R's race, first mention |
| racecen2_0022 | What is R's race, second mention |
| racecen3_0022 | What is R's race, third mention |
| earnrs_7222 | How many in family earned money? |
| coden_1222 | Partner's denomination |
| denom_7222 | Specific denomination |
| denom16_7322 | Denomination in which R was raised |
| spden_7322 | Specific denomination, spouse |
| major1_1222 | College major 1 |
| major2_1222 | College major 2 |
| unrelat_7222 | Number in household not related |
| babies_exp_22 | KIDS 0-6 IN HH(EXPERIMENTAL VERSION) |
| childs_exp_22 | TOTAL CHILDREN UNDER 18 IN HH (EXPERIMENTAL VERISON) |
| preteen_exp_22 | KIDS 7-12 IN HH(EXPERIMENTAL VERSION) |
| teens_exp_22 | KIDS 13-17 IN HH(EXPERIMENTAL VERSION) |
| babies_7222 | Household members less than 6 yrs old |
| childsinhh_2122 | TOTAL CHILDREN IN HH (HOUSEHOLD COMPOSITION VERSION) |
| preteen_7222 | Household members 6 thru 12 yrs old |
| teens_7222 | Household members 13 thru 17 yrs old |
| agekdbrn_9422 | R's age when 1st child born |
| dipged_1222 | Diploma, ged, or other |
| hivtest1_0622 | In what month and year was your last HIV test |
| hivtest2_0622 | Where did you have your last HIV test |
| othlang1_0022 | What other languages Does R speak |
| othlang2_0022 | What other languages Does R speak |
| partners_8822 | How many sex partner's R had in last year |
| famgen_7522 | Number of family generations in household |
| famgen_exp_22 | NUMBER OF FAMILY GENERATIONS IN HOUSEHOLD (EXPERIMENTAL VERSION) |
| rplace_7522 | R's relationship to household head |
| hompop_7222 | Number of persons in household |
| hompop_exp_22 | TOTAL PEOPLE IN HH (EXPERIMENTAL VERSION) |
| reg16_7222 | Region of residence, age 16 |
| region_7222 | Region of interview |
| raceacs14_2122 | Other Pacific Islander |
| dwelling_8222 | Type of structure |
Source
Data: https://kjhealy.github.io/gssr/
Codebook: https://gss.norc.org/content/dam/gss/get-documentation/pdf/codebook/GSS%202022%20Codebook.pdf
General Social Survey, 2024
Description
These data come from the General Social Survey, administered in 2024. These data were collected by the National Opinion Research Center (NORC) at the University of Chicago. The observations represent individuals' responses to survey questions. The full data set – The General Social Survey Cumulative Data (1972-2024, release 3) – was generously provided through the gssr package. Further information about the GSS2024 data set (including question text) can be found in the GSS 2024 Codebook at: https://gss.norc.org/content/dam/gss/get-documentation/pdf/codebook/GSS%202024%20Codebook%20R3.pdf.
Usage
GSS2024
Format
A data frame with 3986 observations and 983 variables.
| year | GSS year for this respondent |
| id | Respondent id number |
| wrkstat | labor force status |
| hrs1 | number of hours worked last week |
| hrs2 | number of hours usually work a week |
| evwork | ever work as long as one year |
| wrkslf | r self-emp or works for somebody |
| occ10 | r's census occupation code (2010) |
| prestg10 | r's occupational prestige score (2010) |
| prestg105plus | R's occupational prestige score using threshold method (2010) |
| indus10 | r's industry code (naics 2007) |
| marital | marital status |
| martype | marital type |
| divorce | ever been divorced or separated |
| widowed | ever been widowed |
| spwrksta | spouse labor force status |
| sphrs1 | number of hrs spouse worked last week |
| sphrs2 | no. of hrs spouse usually works a week |
| spevwork | spouse ever work as long as a year |
| cowrksta | partner's labor force status |
| cowrkslf | partner self-emp. or works for somebody else |
| coevwork | partner ever work as long as a year |
| cohrs1 | number of hours partner worked last week |
| cohrs2 | no. of hours partner usually works a week |
| spwrkslf | spouse self-emp. or works for somebody |
| spocc10 | spouse census occupation code (2010) |
| sppres10 | Spouse occupational prestige score (2010) |
| sppres105plus | Spouse occupational prestige score using threshold method (2010) |
| spind10 | spouse's industry code (naics 2007) |
| coocc10 | partner's census occupation code (2010) |
| coind10 | partner's industry code (2010) |
| pawrkslf | Father (or oldest same-sex parent) self-emp. or worked for somebody |
| paocc10 | father's census occupation code (2010) |
| papres10 | father's occupational prestige score (2010) |
| papres105plus | Father's occupational prestige score using threshold method (2010) |
| paind10 | father's industry code (naics 2007) |
| mawrkslf | Mother (or youngest same-sex parent) self-emp. or worked for somebody |
| maocc10 | mothers census occupation code (2010) |
| mapres10 | mothers occupational prestige score (2010) |
| mapres105plus | Mothers occupational prestige score using threshold method (2010) |
| maind10 | mothers industry code (naics 2007) |
| sibs | number of brothers and sisters |
| childs | number of children |
| age | age of respondent |
| agekdbrn | r's age when 1st child born |
| educ | highest year of school completed |
| paeduc | Highest year school completed, father (or oldest same-sex parent) |
| maeduc | Highest year school completed, mother (or youngest same-sex parent) |
| speduc | highest year school completed, spouse |
| coeduc | highest year school completed, partner |
| codeg | partner's highest degree |
| degree | r's highest degree |
| padeg | Father's (or oldest same-sex parent's) highest degree |
| madeg | Mother's (or youngest same-sex parent's) highest degree |
| spdeg | spouse's highest degree |
| major1 | college major 1 |
| major2 | college major 2 |
| dipged | diploma, ged, or other |
| sex | respondents sex |
| race | race of respondent |
| res16 | type of place lived in when 16 yrs old |
| reg16 | region of residence, age 16 |
| mobile16 | geographic mobility since age 16 |
| family16 | living with parents when 16 yrs old |
| famdif16 | reason not living with parents |
| mawrkgrw | Did mother (or youngest same-sex parent) ever work for pay for as long as a year while you were growing up? |
| incom16 | r's family income when 16 yrs old |
| born | was r born in this country |
| parborn | were r's parents born in this country |
| granborn | how many grandparents born outside u.s. |
| hompop | number of persons in household |
| babies | household members less than 6 yrs old |
| preteen | household members 6 thru 12 yrs old |
| teens | household members 13 thru 17 yrs old |
| adults | household members 18 yrs and older |
| unrelat | number in household not related |
| earnrs | how many in family earned money |
| income | total family income |
| rincome | respondents income |
| income16 | total family income |
| rincom16 | respondents income |
| region | region of interview |
| xnorcsiz | expanded norc size code |
| partyid | political party affiliation |
| vote16 | remember if voted in 2016 election |
| pres16 | vote clinton or trump |
| if16who | who you would have voted for |
| polviews | think of self as liberal or conservative |
| natspac | space exploration program |
| natenvir | improving & protecting environment |
| natheal | improving & protecting nations health |
| natcity | solving problems of big cities |
| natcrime | halting rising crime rate |
| natdrug | dealing with drug addiction |
| nateduc | improving nations education system |
| natrace | Improving the conditions of Black people |
| natarms | military, armaments, and defense |
| nataid | foreign aid |
| natfare | welfare |
| natroad | highways and bridges |
| natsoc | social security |
| natchld | assistance for childcare |
| natsci | supporting scientific research |
| natenrgy | developing alternative energy sources |
| natspacy | space exploration:version y |
| natenviy | the environment:version y |
| nathealy | health:version y |
| natcityy | assistance to big cities:version y |
| natcrimy | law enforcement:version y |
| natdrugy | drug rehabilitation:version y |
| nateducy | education:version y |
| natracey | Assistance to Black people: version y |
| natarmsy | national defense:version y |
| nataidy | assistance to other countries:ver y |
| natfarey | assistance to the poor:version y |
| eqwlth | should govt reduce income differences |
| tax | r's federal income tax |
| spkath | allow anti-religionist to speak |
| colath | allow anti-religionist to teach |
| libath | allow anti-religious book in library |
| spkrac | allow racist to speak |
| colrac | allow racist to teach |
| librac | allow racists book in library |
| spkcom | allow communist to speak |
| colcom | should communist teacher be fired |
| libcom | allow communists book in library |
| spkmslm | allow muslim clergymen preaching hatred of the us |
| colmslm | allow anti-american muslim clergymen teaching in college |
| libmslm | allow anti-american muslim clergymen's books in library |
| cappun | favor or oppose death penalty for murder |
| gunlaw | favor or oppose gun permits |
| courts | courts dealing with criminals |
| grass | should marijuana be made legal |
| relig | r's religious preference |
| denom | specific denomination |
| fund | how fundamentalist is r currently |
| attend | how often r attends religious services |
| reliten | strength of affiliation |
| postlife | belief in life after death |
| pray | how often does r pray |
| relig16 | religion in which raised |
| denom16 | denomination in which r was raised |
| fund16 | how fundamentalist was r at age 16 |
| sprel | spouse's religious preference |
| spden | specific denomination, spouse |
| spfund | how fundamentalist is spouse currently |
| corel | partner's religious preference |
| coden | partner's denomination |
| cofund | how fundamentalist is partner's current religion |
| prayer | bible prayer in public schools |
| bible | feelings about the bible |
| racopen | vote on open housing law |
| raclive | any opp. race in neighborhood |
| affrmact | Favor preference in hiring Black people |
| wrkwayup | Black people overcome prejudice without favors |
| happy | general happiness |
| hapmar | happiness of marriage |
| hapcohab | happiness of relt with partner |
| health | condition of health |
| life | is life exciting or dull |
| helpful | people helpful or looking out for selves |
| fair | people fair or try to take advantage |
| trust | can people be trusted |
| confinan | confid in banks & financial institutions |
| conbus | confidence in major companies |
| conclerg | confidence in organized religion |
| coneduc | confidence in education |
| confed | confid. in exec branch of fed govt |
| conlabor | confidence in organized labor |
| conpress | confidence in press |
| conmedic | confidence in medicine |
| contv | confidence in television |
| conjudge | confid. in united states supreme court |
| consci | confidence in scientific community |
| conlegis | confidence in congress |
| conarmy | confidence in military |
| obey | to obey |
| popular | to be well liked or popular |
| thnkself | to think for ones self |
| workhard | to work hard |
| helpoth | to help others |
| socrel | spend evening with relatives |
| socommun | spend evening with neighbor |
| socfrend | spend evening with friends |
| socbar | spend evening at bar |
| weekswrk | weeks r worked last year |
| partfull | was r's work part-time or full-time? |
| joblose | is r likely to lose job |
| jobfind | could r find equally good job |
| satjob | work satisfaction |
| richwork | if rich, continue or stop working |
| class | subjective class identification |
| rank | r's self ranking of social position |
| satfin | satisfaction with financial situation |
| finalter | change in financial situation |
| finrela | opinion of family income |
| wksub | does r or spouse have supervisor |
| wksubs | does supervisor have supervisor |
| wksub1 | does r or spouse or partner have a supervisor |
| wksubs1 | does supervisor have supervisor |
| wksup | does r or spouse supervise anyone |
| wksups | does subordinate supervise anyone |
| wksup1 | does r or spouse or partner supervise anyone |
| wksups1 | does subordinant supervise anyone |
| unemp | ever unemployed in last ten yrs |
| union | does r or spouse belong to union |
| union1 | does r or spouse or partner belong to union |
| getahead | opinion of how people get ahead |
| parsol | r's living standard compared to parents |
| kidssol | r's kids living standard compared to r |
| fepol | women not suited for politics |
| abdefect | strong chance of serious defect |
| abnomore | married--wants no more children |
| abhlth | woman's health seriously endangered |
| abpoor | low income--cant afford more children |
| abrape | pregnant as result of rape |
| absingle | not married |
| abany | abortion if woman wants for any reason |
| chldidel | ideal number of children |
| pillok | birth control to teenagers 14-16 |
| sexeduc | sex education in public schools |
| divlaw | divorce laws |
| premarsx | sex before marriage |
| teensex | sex before marriage:teens 14-16 |
| xmarsex | sex with person other than spouse |
| homosex | homosexual sex relations |
| pornlaw | feelings about pornography laws |
| xmovie | seen x-rated movie in last year |
| spanking | favor spanking to discipline child |
| letdie1 | allow incurable patients to die |
| suicide1 | suicide if incurable disease |
| suicide2 | suicide if bankrupt |
| suicide4 | suicide if tired of living |
| polhitok | ever approve of police striking citizen |
| polabuse | citizen said vulgar or obscene things |
| polmurdr | citizen questioned as murder suspect |
| polescap | citizen attempting to escape custody |
| polattak | citizen attacking policeman with fists |
| fear | afraid to walk at night in neighborhood |
| owngun | have gun in home |
| pistol | pistol or revolver in home |
| shotgun | shotgun in home |
| rifle | rifle in home |
| rowngun | does gun belong to r |
| hunt | does r or spouse hunt |
| hunt1 | does r or spouse or partner hunt |
| news | how often does r read newspaper |
| tvhours | hours per day watching tv |
| phone | does r have telephone |
| coop | r's attitude toward interview |
| comprend | r's understanding of questions |
| form | form of split questionnaire asked |
| fechld | mother working doesn't hurt children |
| fepresch | preschool kids suffer if mother works |
| fefam | better for man to work, woman tend home |
| racdif1 | differences due to discrimination |
| racdif2 | differences due to in-born learning ability |
| racdif3 | differences due to lack of education |
| racdif4 | differences due to lack of will |
| helppoor | should govt improve standard of living? |
| helpnot | should govt do more or less? |
| helpsick | should govt help pay for medical care? |
| helpblk | Should govt aid Black people? |
| numgiven | number of persons mentioned |
| race1 | race of person number 1 |
| race2 | race of person number 2 |
| race3 | race of person number 3 |
| race4 | race of person number 4 |
| race5 | race of person number 5 |
| spouse1 | person #1 is r's spouse |
| spouse2 | person #2 is r's spouse |
| spouse3 | person #3 is r's spouse |
| spouse4 | person #4 is r's spouse |
| spouse5 | person #5 is r's spouse |
| parent1 | person #1 is r's parent |
| parent2 | person #2 is r's parent |
| parent3 | person #3 is r's parent |
| parent4 | person #4 is r's parent |
| parent5 | person #5 is r's parent |
| child1 | person #1 is r's child |
| child2 | person #2 is r's child |
| child3 | person #3 is r's child |
| child4 | person #4 is r's child |
| child5 | person #5 is r's child |
| othfam1 | person #1 is r's family member |
| othfam2 | person #2 is r's family member |
| othfam3 | person #3 is r's family member |
| othfam4 | person #4 is r's family member |
| othfam5 | person #5 is r's family member |
| cowork1 | person #1 is r's coworker |
| cowork2 | person #2 is r's coworker |
| cowork3 | person #3 is r's coworker |
| cowork4 | person #4 is r's coworker |
| cowork5 | person #5 is r's coworker |
| memgrp1 | person #1 is member of r's group |
| memgrp2 | person #2 is member of r's group |
| memgrp3 | person #3 is member of r's group |
| memgrp4 | person #4 is member of r's group |
| memgrp5 | person #5 is member of r's group |
| neighbr1 | person #1 is r's neighbor |
| neighbr2 | person #2 is r's neighbor |
| neighbr3 | person #3 is r's neighbor |
| neighbr4 | person #4 is r's neighbor |
| neighbr5 | person #5 is r's neighbor |
| friend1 | person #1 is r's friend |
| friend2 | person #2 is r's friend |
| friend3 | person #3 is r's friend |
| friend4 | person #4 is r's friend |
| friend5 | person #5 is r's friend |
| advisor1 | person #1 is r's advisor |
| advisor2 | person #2 is r's advisor |
| advisor3 | person #3 is r's advisor |
| advisor4 | person #4 is r's advisor |
| advisor5 | person #5 is r's advisor |
| other1 | person #1 is other type of acquaintance |
| other2 | person #2 is other type of acquaintance |
| other3 | person #3 is other type of acquaintance |
| other4 | person #4 is other type of acquaintance |
| other5 | person #5 is other type of acquaintance |
| talkto1 | how often does r talk to person #1? |
| talkto2 | how often does r talk to person #2? |
| talkto3 | how often does r talk to person #3? |
| talkto4 | how often does r talk to person #4? |
| talkto5 | how often does r talk to person #5? |
| god | r's confidence in the existence of god |
| reborn | has r ever had a 'born again' experience |
| wlthwhts | rich - poor |
| wlthblks | rich - poor |
| wlthhsps | rich - poor |
| workwhts | hard working - lazy |
| workblks | hard working - lazy |
| workhsps | hard working -lazy |
| liveblks | neighborhood half black |
| marblk | close relative marry Black person |
| marasian | close relative marry asian |
| marhisp | close relative marry hispanic |
| marwht | r favor close relative marrying white person |
| discaff | whites hurt by aff. action |
| yousup | how many people do you supervise directly |
| spwksup | does spouse supervise anyone |
| united | americans united or divided on values |
| impfinan | imp to r of financial security |
| impmar | imp to r of being married |
| impkids | imp to r of having children |
| impgod | imp to r of having faith in god |
| impthngs | imp to r of having nice things |
| impcultr | imp to r of being cultured |
| impjob | imp to r of having a fulfilling job |
| impself | imp to r of being self-sufficient |
| fejobaff | for or against preferential hiring of women |
| refpromo | refuse a job promotion? |
| refmorwk | take on additional paid work? |
| workless | cut back on your work? |
| noathome | miss a family occasion or holiday? |
| nonurse | unable to care for a sick child-relative? |
| discaffm | a man won't get a job or promotion |
| discaffw | a woman won't get a job or promotion |
| fehire | should hire and promote women |
| hapfeel | felt happy? |
| ashamed | felt ashamed of something you'd done? |
| fearful | felt fearful about something |
| angry | felt angry at someone? |
| proud | felt proud of something you'd done? |
| vigversn | vignette version number |
| seriousp | how serious x s situation is |
| charactr | how likely x s situation caused by bad character |
| imbalnce | how likely x s situation caused by imbalance in brain |
| wayraise | how likely x s situation caused by the way raised |
| stresses | how likely x s situation caused by stress |
| genetics | how likely x s situation caused by genetic problem |
| godswill | how likely x s situation caused by god s will |
| upsdowns | how likely x is experiencing normal ups-and-downs of life |
| breakdwn | how likely x is experiencing nervous breakdown |
| mentlill | how likely x is experiencing mental illness |
| physill | how likely x is experiencing physical illness |
| viglabel | how likely x is experiencing vignettes |
| dectreat | how able is x to decide receive treatment |
| decmoney | how able is x to decide managing own money |
| imprvown | how likely x s situation will improve on its own |
| imprvtrt | how likely x s situation will improve with treatment |
| vignei | how willing r would have x as a neighbor |
| vigsoc | how willing r would spend time socializing with x |
| vigfrnd | how willing r would make friends with x |
| vigwork | how willing r would work closely with x on a job |
| viggrp | how willing r would have a group home for x |
| vigmar | how willing r would have x marry in r's family |
| hurtoth | how likely x violent toward other people |
| hurtself | how likely x violent toward oneself |
| tlkfam | x should talk to family and friends |
| tlkclrgy | x should talk to religious leader |
| meddoc | x should go to general medical doctor for help |
| mentldoc | x should go to psychiatrist for help |
| mentloth | x should go to other mental health professional for help |
| sphealer | x should go to spiritual healer for help |
| selfhelp | x should join a self-group with similar problem |
| otcmed | x should take non-prescription medication |
| rxmed | x should take prescription medication |
| mentlhos | x should check into a mental hospital |
| dofirst | here are the things you said ... should do... interviewer: read list |
| mustdoc | x should be forced to be examined at a clinic by law |
| mustmed | x should be forced to take prescribed medication by law |
| musthosp | x should be admitted to be hospitalized for treatment by law |
| dangrslf | x should be admitted to be hospitalized for treatment if dangerous to x |
| dangroth | x should be admitted to be hospitalized for treatment if dangerous to others |
| knwmhosp | know anyone who was in a hospital |
| knwpatnt | known anyone seeing a psychologist etc? |
| fammhneg | r's family's negative attitudes about mh problems |
| othmhneg | r's other acquaintences negative attitudes about mh problems |
| diagnosd | r ever diagnosed with mh problem |
| mhtreatd | r ever treated for mh problem |
| relpersn | r consider self a religious person |
| sprtprsn | r consider self a spiritual person |
| aimofart | aim of art |
| othlang | can r speak language other than english/spanish |
| othlang1 | what other languages does r speak |
| othlang2 | what other languages does r speak |
| spklang | how well does r speak other language |
| letinhsp | immigration from latin america should be increased |
| letinasn | immigration from asia should be increased |
| compuse | r use computer |
| webmob | r uses home internet through mobile device |
| huclean | r hu interior cleanliness rating |
| satdemoc | r satisfied with way democracy works in america |
| disrspct | r is treated with less courtesy or respect than others |
| poorserv | r recieves poorer service in restaurants or stores |
| notsmart | people act as if they think r is not smart |
| afraidof | people act as if they are afraid of r |
| threaten | r is threatened or harassed |
| abmoral | r has a moral opposition to abortion |
| abhelp1 | r would help with arrangements for abortion |
| abhelp2 | r would help with paying for abortion |
| abhelp3 | r would help with paying for abortion-related other costs |
| abhelp4 | r would help with emotional support for abortion |
| numpets | how many pets r's family has |
| dog | dog |
| cat | cat |
| smammal | small mammal (rabbit, gerbil, hamster) |
| bird | bird |
| fish | fish |
| reptile | reptile (turtle, snake, lizard) |
| othpet | other pet |
| petfam | how often r considers pet member of family |
| chldvig | Vignette asked |
| chldprob | how serious r consider his or her problem |
| badchar | situation caused by own bad character |
| chembal | situation by a chemical imbalance in the brain |
| stressfl | situation caused by stressful circumstances |
| geneprob | situation caused by a genetic or inherited problem |
| raised | situation caused by the way he or she was raised |
| violtv | situation caused by watching violent tv |
| discipln | situation caused by lacking discipline in the |
| allergic | situation caused by food or chemical allergies |
| imprvdis | situation will improve with strict discipline |
| imprveat | situation will improve with some changes in diet |
| imprvmed | situation will improve with medical treatment |
| nextdoor | how willing r move next door to child's family |
| spendeve | how willing r spend evening with child's family |
| chldfrnd | how willing r have children make friends with ch |
| chldsch | how willing r have child in same class of r's ch |
| adfam | would r get advice from family if child was r's |
| adtch | would r get advice from teachers child if was r's |
| addoc | would go to a medical doctor if he was r's child |
| adcoumed | would r have child on med by counselor's advice |
| adpsy | would r go to a psychiatrist if child was r's |
| grwingup | is child experiencing normal ups and downs |
| mntlill | is child experiencing a mental illness |
| violpeop | would child do something violent toward other |
| violself | would child do something violent to own self |
| numemps | number of employee for the self-employed |
| wrkslffam | does r work in family business or farm |
| mhunsure | people like x are unpredictable |
| mhtrtot2 | r knows someone who received treatment for mental health |
| polint | your interest in politics |
| poleff11 | don't have any say about what the government does |
| cctv | civil liberties - video surveillance |
| posslq | does r have marital partner |
| posslqy | relationship status and cohabitation or not |
| marcohab | cohabitation status |
| trcourts | how much trust r has in american courts |
| goodlife | standard of living of r will improve |
| marsame | Homosexual couples should have the right to marry one another |
| meovrwrk | men hurt family when focus on work too much |
| localnum | number of employees: r's work site |
| relactiv | how often does r take part in relig activities |
| befair | how often do you think people take advantage |
| cantrust | people can be trusted or cant be too careful |
| religinf | the u.s. would be a better country if religion had less influence |
| tempgen | greenhouse effect danger to envir |
| grncon | concerned about environment |
| tempgen1 | greenhouse effect danger to envir |
| ambornin | how important to have been born in america |
| amcit | how important to have american citizenship |
| amchrstn | how important to be a christian |
| amgovt | how important to respect america's laws etc |
| amfeel | how important to feel american |
| amcitizn | agree i would rather be a citizen of america |
| amshamed | agree there are things make me ashamed |
| belikeus | agree better if people were more like americans |
| ambetter | agree america is a better country |
| ifwrong | agree people should support their country |
| prouddem | how proud the way democracy works |
| proudpol | how proud its political influence in the world |
| proudeco | how proud america's economic achievements |
| proudspt | how proud its achievements in sports |
| proudart | how proud its achievements in the arts & lit. |
| proudhis | how proud its history |
| imports | america should limit the import |
| wrldgovt | international bodies should enforce environment |
| amownway | america should follow its own interests |
| forland | foreigner's should not be allowed to buy land |
| amtv | tv should give preference to american films |
| immcrime | immigrants increase crime rates |
| immameco | immigrants good for america |
| immjobs | immigrants take jobs away |
| letin1 | number of immigrants to america nowadays should be |
| citizen | are you a citizen of america? |
| amancstr | how important to have american ancestry |
| intlincs | large intl company damage to local business |
| letin1a | number of immigrants nowadays should be |
| immassim | what statement about immigrants matches view |
| paytaxes | how important never to try to evade taxes |
| obeylaws | how important always to obey laws |
| watchgov | how important to keep watch on action of govt |
| helpusa | how important to help worse off ppl in america |
| solok | how important: citizens have adequate standard of living |
| rghtsmin | how important: govt protect right of minorities |
| polopts | how important: ppl given chance to participate in decsns |
| oppsegov | how important: citizen engage in acts of civil disobeyed |
| poleff18 | govt do not care much what ppl like r think |
| corruptn | how widespread corruption is in pub service in america |
| demtoday | how well democracy work in america |
| dem10pst | how well did democracy work in america ten yrs ago |
| dem10fut | how well will democracy work in america in ten yrs |
| polnews | how often use media to get political news |
| leftrght | how left or right in politics |
| partners | how many sex partner's r had in last year |
| sexsex | sex of sex partner's in last year |
| sexfreq | frequency of sex during last year |
| hivtest | have you ever been tested for hiv |
| hivtest1 | in what month and year was your last hiv test |
| hivtest2 | where did you have your last hiv test |
| sexornt | sexual orientation |
| realinc | family income in constant $ |
| realrinc | r's income in constant $ |
| coninc | family income in constant dollars |
| conrinc | respondent income in constant dollars |
| ethnic | country of family origin |
| eth1 | 1st mentioned country of origin |
| hispanic | hispanic specified |
| racecen1 | what is r's race 1st mention |
| racecen2 | what is r's race 2nd mention |
| racecen3 | what is r's race 3rd mention |
| uscitzn | is r us citizen |
| vetyears | years in armed forces |
| dwelling | type of structure |
| dwelown | does r own or rent home? |
| dwelown16 | did rs family own or rent home when r was age 16 |
| worda | word a |
| wordb | word b |
| wordc | word c |
| wordd | word d |
| worde | word e |
| wordf | word f |
| wordg | word g |
| wordh | word h |
| wordi | word i |
| wordj | word j |
| wordsum | number words correct in vocabulary test |
| hhrace | race of household |
| hhtype1 | household type (condensed) |
| famgen | number of family generations in household |
| rplace | r's relationship to household head |
| rvisitor | is r a visitor? |
| visitors | number of visitor's in household |
| dateintv | date of interview |
| isco08 | respondent's occupation, 2010 census & 2008 isco code |
| paisco08 | r's father's occupation, 2010 census & 2008 isco code |
| maisco08 | r's mother's occupation, 2010 census & 2008 isco code |
| spisco08 | r's mothers occupation, 2010 census & 2008 isco code |
| coisco08 | partner's occupation, 2010 census & 2008 isco code |
| sei10 | r's socioeconomic index (2010) |
| sei10educ | Percentage of some college educ in OCC10 based on ACS 2010 |
| sei10inc | Percentage of $45k+ earners in OCC10 based on ACS 2010 |
| pasei10 | r's father's socioeconomic index (2010) |
| pasei10educ | Percentage of some college educ in PAOCC10 based on ACS 2010 |
| pasei10inc | Percentage of $45k+ earners in PAOCC10 based on ACS 2010 |
| masei10 | r's mother's socioeconomic index (2010) |
| masei10educ | Percentage of some college educ in MAOCC10 based on ACS 2010 |
| masei10inc | Percentage of $45k+ earners in MAOCC10 based on ACS 2010 |
| spsei10 | r's spouse's socioeconomic index (2010) |
| spsei10educ | Percentage of some college educ in SPOCC10 based on ACS 2010 |
| spsei10inc | Percentage of $45k+ earners in SPOCC10 based on ACS 2010 |
| cosei10 | partner's socioeconomic index (2010) |
| cosei10educ | Percentage of some college educ in COOCC10 based on ACS 2010 |
| cosei10inc | Percentage of $45K+ earners in COOCC10 based on ACS 2010 |
| copres10 | Partner's occupational prestige score (2010) |
| copres105plus | partner's occupational prestige score using threshold method (2010) |
| cohort | year of birth |
| whoelse1 | presence of others: children under six |
| whoelse2 | presence of others: older children |
| whoelse3 | presence of others: spouse partner |
| whoelse4 | presence of others: other relatives |
| whoelse5 | presence of others: other adults |
| whoelse6 | presence of others: no one |
| intid | Interviewer id |
| feeused | fee given to get case |
| feelevel | amount of fees paid |
| lngthinv | how long was interview |
| intage | age of interviewer |
| intethn | race of interviewer |
| mode | interview done in-person or over the phone |
| intsex | sex of interviewer |
| intyrs | years of service as an interviewer at norc |
| consent | participation/recording consent |
| adminconsent | consent to possible data linkage |
| letdie1y | allow incurable patients to die (form 2) |
| ballot | ballot used for interview |
| issp | filter for issp cases |
| sampcode | Sampling error code |
| sample | sampling frame and method |
| oversamp | Weights for black oversamples |
| phase | subsampling: two-phase design. |
| spanself | if this interview had only been available in english, would you... |
| spaneng | interviews conducted in spanish or english |
| hlthstrt | would you say the respondent's health in general is excellent, good, fair, or poor |
| kidsinhh | does interviewer believe that there are children under the age of 15 present at |
| respond | estimate of the probability that this household will respond to the survey |
| incuspop | estimated income status of housing unit |
| neisafe | how safe interviewer thinks neighborhood is |
| rlooks | r physical attractiveness rating |
| rgroomed | r grooming rating |
| rhlthend | r health rating |
| vstrat | Variance stratum |
| vpsu | Variance primary sampling unit |
| kish | |
| famdif16y | Which of the following best describes your situation? |
| pawrkslf2 | At this job, was [dadfill] an employee, self-employed without employees, or self-employed with employees? |
| pawrkslffam | Father (or oldest same-sex parent) owned family business or farm |
| mawrkslf2 | At this job, was mother (or youngest same-sex parent) an employee, self-employed without employees, or self-employed with employees? |
| mawrkslffam | Mother (or youngest same-sex parent) owned family business or farm |
| ethworld1 | From what part of the world did your ancestors come? Europe |
| ethworld2 | From what part of the world did your ancestors come? Africa |
| ethworld3 | From what part of the world did your ancestors come? Asia |
| ethworld4 | From what part of the world did your ancestors come? Middle East |
| ethworld5 | From what part of the world did your ancestors come? South America |
| ethworld6 | From what part of the world did your ancestors come? Central America |
| ethworld7 | From what part of the world did your ancestors come? North America |
| ethworld8 | From what part of the world did your ancestors come? Caribbean |
| ethworld9 | From what part of the world did your ancestors come? Oceania |
| wrkgovt1 | govt employee |
| wrkgovt2 | private employee |
| spkathy | allow anti-religionist to speak y |
| libathy | allow anti-religionist to teach y |
| spkracy | allow anti-religious book in library y |
| libracy | allow racists book in library y |
| spkcomy | allow communist to speak y |
| colcomy | should communist teacher be fired y |
| libcomy | allow communists book in library y |
| spkmslmy | allow muslim clergymen preaching hatred of the us y |
| libmslmy | allow anti-american muslim clergymen's books in library y |
| polhitoky | ever approve of police striking citizen y |
| polabusey | citizen said vulgar or obscene things y |
| polattaky | citizen attacking policeman with fists y |
| raceacs1 | white |
| raceacs2 | black |
| raceacs3 | american indian or alaska native |
| raceacs4 | asian indian |
| raceacs5 | chinese |
| raceacs6 | filipino |
| raceacs7 | japanese |
| raceacs8 | korean |
| raceacs9 | vietnamese |
| raceacs10 | other asian |
| raceacs14 | other pacific islander |
| raceacs15 | some other race |
| raceacs16 | hispanic |
| abdefectg | strong chance of serious defect (grid on web) |
| abnomoreg | married--wants no more children (grid on web) |
| abhlthg | woman's health seriously endangered (grid on web) |
| abpoorg | low income--cant afford more children (grid on web) |
| abrapeg | pregnant as result of rape (grid on web) |
| absingleg | not married (grid on web) |
| suicide1g | suicide if incurable disease |
| suicide2g | suicide if bankrupt |
| suicide4g | suicide if tired of living |
| maborn | Was R's mother (or youngest same-sex parent) born in this country? |
| paborn | Was R's father (or oldest same-sex parent) born in this country? |
| sexbirth1 | r's sex assigned at birth (2021) |
| norelgsp | is r atheist or agnostic |
| hivafraid | afraid to be around a person with hiv |
| hivimmrl | people with hiv have participated in immoral activities |
| hivdscrm | there is a lot of discrimination against people with hiv |
| ptnrornt | recent partner's sexual orientation |
| ptnrsxbrth | recent partner's sex at birth |
| wtssps | person post-stratification weight |
| wtssnrps | Person post-stratification weight, nonrespondents adjusted |
| prayerv | bible prayer in public schools (with volunteered response on web) |
| courtsv | courts dealing with criminals (with volunteered response on web) |
| discaffwv | a woman won't get a job or promotion (with volunteered response on web) |
| racopenv | vote on open housing law (with volunteered response on web) |
| getaheadv | opinion of how people get ahead (with volunteered response on web) |
| divlawv | divorce laws (with volunteered response on web) |
| helpfulv | people helpful or looking out for selves (with volunteered response on web) |
| fairv | people fair or try to take advantage (with volunteered resposne on web) |
| trustv | can people be trusted (with volunteered response on web) |
| grassv | should marijuana be made legal (with volunteered response on web) |
| relitenv | strength of affiliation (with volunteered response on web) |
| biblev | feelings about the bible (with volunteered response on web) |
| postlifev | belief in life after death (with volunteered response on web) |
| kidssolv | r's kids living standard compared to r (with volunteered response on web) |
| fepolv | women not suited for politics (with volunteered response on web) |
| prayernv | bible prayer in public schools (no volunteered response on web) |
| courtsnv | courts dealing with criminals (no volunteered response on web) |
| discaffwnv | a woman won't get a job or promotion (no volunteered response on web) |
| racopennv | vote on open housing law (no volunteered response on web) |
| getaheadnv | opinion of how people get ahead (no volunteered response on web) |
| divlawnv | divorce laws (no volunteered response on web) |
| helpfulnv | people helpful or looking out for selves (no volunteered response on web) |
| fairnv | people fair or try to take advantage (no volunteered response on web) |
| trustnv | can people be trusted (no volunteered response on web) |
| grassnv | should marijuana be made legal (no volunteered response on web) |
| relitennv | strength of affiliation (no volunteered response on web) |
| biblenv | feelings about the bible (no volunteered response on web) |
| postlifenv | belief in life after death (no volunteered response on web) |
| kidssolnv | r's kids living standard compared to r (no volunteered response on web) |
| fepolnv | women not suited for politics (no volunteered response on web) |
| abanyg | abortion if woman wants for any reason (grid on web) |
| fileversion | NA |
| spwrkslf2 | SPOUSE SELF-EMPLOYED, WITH EMPLOYEES, OR WORK FOR SOMEONE ELSE |
| spwrkslffam | SPOUSE WORK AT FAMILY BUSINESS OR ON FAMILY FARM |
| childsinhh | TOTAL CHILDREN IN HH (HOUSEHOLD COMPOSITION VERSION) |
| adultsinhh | TOTAL ADULTS IN HH (HOUSEHOLD COMPOSITION VERSION) |
| whatsp2 | How would you classify the place where your ...? Was this mainly...? |
| cowrkslf2 | PARTNER SELF-EMPLOYED, WITH EMPLOYEES, OR WORK FOR SOMEONE ELSE |
| cowrkslffam | PARTNER WORK AT FAMILY BUSINESS OR ON FAMILY FARM |
| cowksup | DOES PARTNER SUPERVISE ANYONE |
| whatco2 | CLASSIFY PLACE WHERE PARTNERS WORKS |
| whatpa2 | How would you classify the place where father (or oldest same-sex parent) worked? Was this mainly...? |
| whatma2 | How would you classify the place where mother (or youngest same-sex parent) worked? Was this mainly...? |
| whatslf2 | How would you classify the place where you ...? Was this mainly...? |
| racerank1 | FIRST RACE SELECTED |
| racerank2 | SECOND RACE SELECTED |
| racerank3 | THIRD RACE SELECTED |
| adoptus | IMMIGRANTS LIVING IN US SHOULD ADOPT US CULTURE |
| immfate | FATE OF ILLEGAL IMMIGRANTS |
| xmoviey | SEEN PORNOGRAPHY IN PAST YEAR |
| vote20 | REMEMBER IF VOTED IN 2020 ELECTION |
| pres20 | VOTED TRUMP OR BIDEN |
| if20who | WHO YOU WOULD HAVE VOTED FOR IN 2020 |
| wordk | WORD K |
| wordl | WORD L |
| wordn | WORD N |
| svyenjoy | ENJOY TAKING SURVEYS |
| svyid1 | WILLINGNESS TO USE VIDEO CHAT |
| svyid2 | WILLINGNES FOR IN-PERSON SURVEY |
| gestate | ABORTION LEGAL PAST 4.5 MONTHS |
| nextstatus | GSS NEXT FOLLOW-ON STATUS |
| racdif1x | DIFFERENCES DUE TO DISCRIMINATION (LONGER INTRO) |
| racdif2x | DIFFERENCES DUE TO IN-BORN LEARNING ABILITY |
| racdif3x | DIFFERENCES DUE TO LACK OF EDUCATION |
| racdif4x | DIFFERENCES DUE TO LACK OF WILL |
| hompop_exp | TOTAL PEOPLE IN HH (EXPERIMENTAL VERSION) |
| modesequence | INITIAL MODE OF CONTACT FOR RESPONDENT |
| totalincentive | totalincentive |
| babies_exp | KIDS 0-6 IN HH(EXPERIMENTAL VERSION) |
| preteen_exp | KIDS 7-12 IN HH(EXPERIMENTAL VERSION) |
| teens_exp | KIDS 13-17 IN HH(EXPERIMENTAL VERSION) |
| adults_exp | ADULTS 18+ IN HH(EXPERIMENTAL VERSION) |
| prnt | R IS A PARENT IN SOME CAPACITY IN HH |
| childs_exp | TOTAL CHILDREN UNDER 18 IN HH (EXPERIMENTAL VERISON) |
| famgen_exp | NUMBER OF FAMILY GENERATIONS IN HOUSEHOLD (EXPERIMENTAL VERSION) |
| hhtype1_exp | HOUSEHOLD TYPE (CONDENSED) (EXPERIMENTAL VERSION) |
| batch | SAMPLE BATCH |
| subsamprate | Subsampling rate corresponding to two-phase design |
| wtssps_next | POSTSTRATIFICATION WEIGHT FOR ANALYZING GSS NEXT FOLLOW-ON |
| wtssnrps_next | POSTSTRATIFICATION AND NONRESPONSE WEIGHT FOR ANALYZING GSS NEXT FOLLOW-ON |
| nexteligible | GSS NEXT FOLLOW-ON ELIGIBLE |
| pawrkgrw | Did father (or oldest same-sex parent) ever work for pay for as long as a year while you were growing up? |
| conlabory | Confidence in labor unions |
| racdif5 | differences due mainly to unbringing |
| marsamey | Same-sex couples should have the right to marry one another |
| norelgsp16 | R no religion age 16 |
| spnorelgsp | Spouse no religion |
| mobiledata | HOUSEHOLD HAS ACCESS TO INTERNET USING CELLULAR DATA PLAN |
| broadband | HOUSEHOLD HAS ACCESS TO INTERNET USING BROADBAND INTERNET SERVICE |
| rateincumb24 | RATING OF JOE BIDEN |
| ratechall124 | RATING OF DONALD TRUMP |
| ratechall224 | RATING OF KAMALA HARRIS |
| ratechall324 | RATING OF NIKKI HALEY |
| ratedemp | RATING OF DEMOCRATIC PARTY |
| raterepp | RATING OF REPUBLICAN PARTY |
| ratemaga | RATING OF MAGA REPUBLICANS |
| lkelyvot | LIKELIHOOD TO VOTE IN 2024 ELECTION |
| whovote24a | VOTING INTENTION IN 2024 ELECTION (POST JULY 25 2024) |
| econstat | WHAT DO YOU THINK ABOUT THE STATE OF THE ECONOMY THESE DAYS IN THE UNITED STATES? |
| polintrst | INTERESTED IN CAMPAIGNS THIS YEAR |
| intrnetuse | Frequency of internet use over past 12 months |
| nouseint1 | No internet use over past 12 months due to unavaliblity |
| nouseint2 | No internet use over past 12 months due to poor quality of connection |
| nouseint3 | No internet use over past 12 months due to cost |
| nouseint4 | No internet use over past 12 months due to security and privacy |
| nouseint5 | No internet use over past 12 months due to lack of utility/importance |
| nouseint6 | No internet use over past 12 months due to age |
| nouseint7 | No internet use over past 12 months due to usability |
| nouseint8 | No internet use over past 12 months due to lack of desire |
| nouseint9 | No internet use over past 12 months due to literacy |
| nouseint10 | No internet use over past 12 months due to lack of time |
| nouseint11 | No internet use over past 12 months due to government restriction |
| nouseint12 | No internet use over past 12 months due to other reasons |
| intaccprxy | How often R asked someone to use the internet on their behalf |
| prxyuse | Likelihood R ask someone to use the internet on their behalf in near future |
| ftruse | Likelihood R uses internet in next 12 months |
| inthome | Frequency R has home internet access |
| intprfssnl | Frequency R has work/school internet access |
| intpub | Frequency R has internet access in public |
| intbhlf | Frequency R was asked to use internet for someone else |
| unplug | Amount R reduced time spent on internet in last 12 months |
| unplgrsn | Reason R reduced time spent on internet |
| intskill | R's skill at using the internet |
| intsurf | R's skill at online searches |
| intliteracy | R's knowledge of online information discretion |
| intapps | R's skill at learning new software |
| intcomm | How often R uses internet for communication |
| intshare | How often R uses internet for sharing photos/videos |
| intsearch | How often R uses internet for search |
| intgame | How often R uses internet for video games |
| intstream | How often R uses internet for music/video |
| intfncl | How often R uses internet for financial transactions |
| intmeet | R more comfortable meeting people online? |
| intlnly | R would feel lonely without internet? |
| inttrig | How often R reads political opinions they disagree with online |
| intnews | How often R accesses non-routine political news sources |
| intcnfrm | How often R tries to confirm information with other sources |
| intrust | How much R trusts people they've only met online |
| intpolview | Trend of online contact with politically similar |
| intoppo | Trend of online contact with politically different |
| intviews | How often R talks about politics online |
| techesy | Does technology make our lives easier? |
| harmgood1 | Does technology do more harm than good? |
| nextgen1 | Does technology provide more opportunities? |
| intscam | Has R or someone they know been a victim of online scam |
| inthrss | Has R or someone they know been harassed online |
| polnewsfrom | Where R gets political news |
| smnews | Reliability of news on social media |
| tvnews1 | Reliability of news on TV |
| papernews | Reliability of newspapers |
| radionews | Reliability of news on podcasts, radio |
| webnews | Reliability of news on web |
| modepet | Has R signed a petition in last 12 months |
| modeprot | Has R participated in a protest in last 12 months |
| modelobby | Has R contacted a politician in last 12 months |
| modeorgprot | Has R organized a protest in last 12 months |
| modeorg | Has R belonged to an activist group in last 12 months |
| trppl | Trust in others, 10 point scale |
| trcong | Trust in congress, 10 point scale |
| dataprot | Responsibility for internet data protection |
| emonitor1 | Should government be able to monitor online communication |
| infodeal | Would R provide info for discounts, free products |
| infoprofit | Would R provide info companies could profit from |
| gendtech | Are women or men benefiting more from digital tech |
| agetech | Are older or younger people benefiting more from digital tech |
| urbantech | Are cities or countryside benefiting more from digital tech |
| eductech | Are educated or uneducated benefiting more from digital tech |
| classtech | Are poor or rich benefiting more from digital tech |
| aiworry | R worried that AI will take over many jobs done by humans |
| aimed | R's comfort with medical operation by robot |
| aidrive | R's comfort with driverless car |
| owndecns | Best if every nation had its own country |
| brneffrt | Possible to become American if born elsewhere |
| immcrime1 | Immigrants increase crime rates |
| immjobs1 | Immigrants take jobs away |
| immideas1 | Immigrants bring new ideas and cultures |
| immwlfare | People born in America should be given preference over immigrants when it comes to jobs, housing, or health care |
| conscrp | Importance of military service |
| incgap1 | Government's responsibility to reduce economic inequality |
| leftrght1 | How left or right in politics |
| servpub | How much the public service serves people |
| fulldem | The people, not politicians, should make important decisions |
| poltalk | Politicians talk too much and don't take action |
| conpow | Conflict between ordinary people and those in power |
| bizmoney | Business leaders make money at expense of ordinary people |
| experts | Better to rely on opinions of experts than ordinary people |
| biasnews | News coverage about politics in America is biased |
| usmca1 | R's familiarity with USMCA |
| usmca2 | Does the US benefit from USMCA |
| morextrm | Everyone is like X but X's case is just a bit more extreme and ongoing |
| bullied | Situation caused by having been bullied |
| smedia | Situation caused by exposure to social media |
| imprvown1 | How likely child X situation will improve on its own |
| mustdoc1 | X's parents should be forced by law to have X examined at a clinic |
| mustmed1 | X's parents should be forced by law to have X take prescribed medication |
| musthosp1 | X's parents should be forced by law to admit X to be hospitalized for treatment |
| physill1 | How likely child X is experiencing physical illness |
| bullpeer | Would X bully peers |
| rumopeer | Would X spread rumors about peers |
| fighpeer | Would X get into fights with peers |
| schshoot | Would X carry out a school shooting |
| cutself | Would X intentionally cut self |
| negself | Would X intentionally neglect own health |
| foodalc | Would X engage in excessive and uncontrolled food or alcohol consumption |
| risklife | Would X at risk for taking their own life |
| takelife | Would X actually take own life |
| dsndntpay | Reparations for descendants of slaves |
| acpttg | Accepting people |
| chngdocs | Changing official documents |
| feovrwrk | Family life suffers when women work |
| sexornt1 | Sexual orientation (reask, self-administered) |
| sexpaid | Ever had sex with a person you paid or who paid you for sex |
| nocondom | Had vaginal or anal sex without a condom in past 12 months |
| nodocidu | Ever injected any drugs other than those prescribed for you |
| femself1 | How feminine R sees self (0 to 6 scale) |
| mascself1 | How masculine R sees self (0 to 6 scale) |
| femsee1 | How feminine others see R (0 to 6 scale) |
| mascsee1 | How masculine others see R (0 to 6 scale) |
| devtype | Are you taking this survey on a... |
| family16sex | Sex of two parents living with when 16 yrs old |
| racdif5x | differences due mainly to upbringing (longer intro) |
| reltrad | Religious tradition |
| reltrad16 | Religious tradition age 16 |
| conorelgsp | Partner no religion |
| sexnow2 | R's sex now (3 category) |
| mighist | When R came to U.S. |
| migage | Age when R came to U.S. |
| whovote24 | VOTING INTENTION IN 2024 ELECTION (PRE JULY 25 2024) |
| whovotets | VOTING INTENTION - TIME SERIES |
| voteprob | VOTING PROBLEM IN US ELECTIONS |
| rateincumbts | RATING OF INCUMBENT PRESIDENT - TIME SERIES |
| ratechall1ts | RATING OF PRESIDENTIAL CHALLENGER 1 - TIME SERIES |
| ratechall2ts | RATING OF PRESIDENTIAL CHALLENGER 2 - TIME SERIES |
| ratechall3ts | RATING OF PRESIDENTIAL CHALLENGER 3 - TIME SERIES |
| aneseligible | ANES FOLLOW-ON ELIGIBLE |
| anespre_status | ANES PRE-ELECTION SURVEY STATUS |
| anespost_status | ANES POST-ELECTION SURVEY STATUS |
| chldfam_asn | Percent of family during childhood who were Asian |
| chldfam_blk | Percent of family during childhood who were Black |
| chldfam_hisp | Percent of family during childhood who were Latino |
| chldfam_wht | Percent of family during childhood who were White |
| chldfam_oth | Percent of family during childhood who were some other race |
| chldadlt_asn | Percent of adults you knew (friends, care takers, neighbors) during childhood who were Asian |
| chldadlt_blk | Percent of adults you knew (friends, care takers, neighbors) during childhood who were Black |
| chldadlt_hisp | Percent of adults you knew (friends, care takers, neighbors) during childhood who were Latino |
| chldadlt_wht | Percent of adults you knew (friends, care takers, neighbors) during childhood who were White |
| chldadlt_oth | Percent of adults you knew (friends, care takers, neighbors) during childhood who were some other race |
| chldchld_asn | Percent of children you knew (friends, classmates) during childhood who were Asian |
| chldchld_blk | Percent of children you knew (friends, classmates) during childhood who were Black |
| chldchld_hisp | Percent of children you knew (friends, classmates) during childhood who were Latino |
| chldchld_wht | Percent of children you knew (friends, classmates) during childhood who were White |
| chldchld_oth | Percent of children you knew (friends, classmates) during childhood who were some other race |
| chldshop_asn | Percent of people who shopped at the supermarket during childhood who were Asian |
| chldshop_blk | Percent of people who shopped at the supermarket during childhood who were Black |
| chldshop_hisp | Percent of people who shopped at the supermarket during childhood who were Latino |
| chldshop_wht | Percent of people who shopped at the supermarket during childhood who were White |
| chldshop_oth | Percent of people who shopped at the supermarket during childhood who were some other race |
| ptnrsxnow1 | Recent partner's sex now (3 category) |
| perla | R skin tone via interviewer |
| petsseq | Position of pet questions in questionnaire |
| credrep | R credit report |
| credchoice | R's credit score has to do with choices or things out of your control |
| credam | Americans' credit score has to do with choices or things out of their control |
| credland | Use credit report - landlords |
| credemp | Use credit report - employers |
| credcar | Use credit report - car insurers |
| chldidel_next | Ideal number of children - follow-on version |
| chldpref_next | R ideal number of children - follow-on version |
| knwsexor | R knows anyone who is gay, lesbian, or bisexual |
| happy_next | General happiness - follow-on version |
| perla_self | R self-reported skin tone |
| topprob1_next | Most important issue for America - follow on version |
| topprob2_hlth | Next important issue (health care) - follow-on version |
| topprob2_educ | Next important issue (education) - follow-on version |
| topprob2_crim | Next important issue (crime) - follow-on version |
| topprob2_envr | Next important issue (environment) - follow-on version |
| topprob2_immg | Next important issue (immigration) - follow-on version |
| topprob2_econ | Next important issue (economy) - follow-on version |
| topprob2_terr | Next important issue (terrorism) - follow-on version |
| topprob2_povt | Next important issue (poverty) - follow-on version |
| topprob2_none | Next important issue (none of these) - follow-on version |
| hhtype1_next | Household type (condensed) - follow-on version |
| famgen_next | Number of family generations in household - follow-on version |
| dateintv_next | Date of GSS Next interview |
| wordsum7 | number words correct in vocabulary test (7 common items) |
| wordsumold | number words correct in vocabulary test (original items) |
| wordsumnew | number words correct in vocabulary test (experiment items) |
Source
Data: https://kjhealy.github.io/gssr/
Codebook: https://gss.norc.org/content/dam/gss/get-documentation/pdf/codebook/GSS%202024%20Codebook%20R3.pdf
Uniform Crime Reports, 2015 (County-Level)
Description
This subset of data comes from one iteration of the Uniform Crime Reporting Program, administered in 2015. These data were collected by the Federal Bureau of Investigation under the United States Department of Justice. While the original data cover every reported crime event that took place in 2015, these data are aggregated to the county level. Additionally, these data are combined with (a subset of) county-level demographic data from the 2005-2009 (5-year estimates) iteration of the American Community Survey. Information about the data set can be found in the UCR2015 Codebook at: https://burrelvannjr.com/docs/UCR2015_Codebook.pdf.
Usage
UCR2015
Format
A data frame with 3108 observations and 102 variables.
| id | State and County Identifier |
| statefips | FIPS Code for State |
| countyfips | FIPS Code for County |
| state | State Name |
| county | County Name |
| totalpop | Total County Population |
| pct_unemp | Percent of Total County Population who are Unemployed |
| pct_homeowners | Percent of Total County Population who are Homeowners |
| pct_college | Percent of Total County Population who are over 25 years old and hold a Bachelor's Degree |
| med_fam_inc | Median Family Income (in Thousands of Dollars) |
| pop_density | Population Density (Population over Land Area in County) |
| pct_poverty | Percent of Total County Population who are below the Poverty Line |
| pct_white | Percent of Total County Population who are White |
| pct_black | Percent of Total County Population who are Black |
| pct_latino | Percent of Total County Population who are Latinx/e/a/o |
| income_inequality | Gini Coefficient of Income Inequality -- The distribution of income across the county population. High scores indicate greater inequality, with high-income individuals receiving much larger percentages of the total income made in the county. |
| rape | Forcible rape (Count) |
| robbery | Robbery (Count) |
| agg_assault | Aggravated assault (Count) |
| burglary | Burglary-breaking or entering (Count) |
| larceny | Larceny-theft (not motor vehicles) (Count) |
| mv_theft | Motor vehicle theft (Count) |
| other_assault | Other assaults (Count) |
| arson | Arson (Count) |
| forgery | Forgery and counterfeiting (Count) |
| fraud | Fraud (Count) |
| embezzlement | Embezzlement (Count) |
| stolen_property | Stolen property-buy, receive, poss. (Count) |
| vandalism | Vandalism (Count) |
| weapons | Weapons-carry, posses, etc. (Count) |
| sex_offense | Sex offenses (not rape or prostitution) (Count) |
| drug_abuse | Total drug abuse violations (Count) |
| drug_sale | Sale/manufacture (subtotal) (Count) |
| drug_possession | Possession (subtotal) (Count) |
| drug_sale_coke | Sale/mfg-Opium, coke, and their derivatives (Count) |
| drug_sale_mj | Sale/mfg-Marijuana (Count) |
| drug_possession_coke | Possession-Opium, coke, and their derivatives (Count) |
| drug_possession_mj | Possession-Marijuana (Count) |
| drug_possession_narc | Possession-Truly addicting synthetic narcotics (Count) |
| drug_possession_other | Possession-Other dangerous non-narc drugs (Count) |
| domestic_offenses | Offenses against family and children (Count) |
| dui | Driving under the influence (Count) |
| liquor_violation | Liquor laws (Count) |
| disorderly_conduct | Disorderly conduct (Count) |
| other_nontraffic_violation | All other non-traffic offenses (Count) |
| murder | Murder and non-negligent manslaughter (Count) |
| drug_sale_other | Sale/mfg-Other dangerous non-narc drugs (Count) |
| prostitution | Prostitution and commercialized vice (Count) |
| drug_sale_narc | Sale/mfg-Truly addicting synthetic narcotics (Count) |
| vagrancy | Vagrancy (Count) |
| drunkenness | Drunkenness (Count) |
| curfew_loitering | Curfew and loitering violations (Count) |
| runaway | Runaways (Count) |
| manslaughter_negligence | Manslaughter by negligence (Count) |
| gambling_all | Gambling (total) (Count) |
| suspicion | Suspicion (Count) |
| gambling_bookmaking | Bookmaking (horse and sports) (Count) |
| gambling_other | All other gambling (Count) |
| gambling_lottery | Number and lottery (Count) |
| rape_pct | Forcible rape (as percent of total county population) |
| robbery_pct | Robbery (as percent of total county population) |
| agg_assault_pct | Aggravated assault (as percent of total county population) |
| burglary_pct | Burglary-breaking or entering (as percent of total county population) |
| larceny_pct | Larceny-theft (not motor vehicles) (as percent of total county population) |
| mv_theft_pct | Motor vehicle theft (as percent of total county population) |
| other_assault_pct | Other assaults (as percent of total county population) |
| arson_pct | Arson (as percent of total county population) |
| forgery_pct | Forgery and counterfeiting (as percent of total county population) |
| fraud_pct | Fraud (as percent of total county population) |
| embezzlement_pct | Embezzlement (as percent of total county population) |
| stolen_property_pct | Stolen property-buy, receive, poss. (as percent of total county population) |
| vandalism_pct | Vandalism (as percent of total county population) |
| weapons_pct | Weapons-carry, posses, etc. (as percent of total county population) |
| sex_offense_pct | Sex offenses (not rape or prostitution) (as percent of total county population) |
| drug_abuse_pct | Total drug abuse violations (as percent of total county population) |
| drug_sale_pct | Sale/manufacture (subtotal) (as percent of total county population) |
| drug_possession_pct | Possession (subtotal) (as percent of total county population) |
| drug_sale_coke_pct | Sale/mfg-Opium, coke, and their derivatives (as percent of total county population) |
| drug_sale_mj_pct | Sale/mfg-Marijuana (as percent of total county population) |
| drug_possession_coke_pct | Possession-Opium, coke, and their derivatives (as percent of total county population) |
| drug_possession_mj_pct | Possession-Marijuana (as percent of total county population) |
| drug_possession_narc_pct | Possession-Truly addicting synthetic narcotics (as percent of total county population) |
| drug_possession_other_pct | Possession-Other dangerous non-narc drugs (as percent of total county population) |
| domestic_offenses_pct | Offenses against family and children (as percent of total county population) |
| dui_pct | Driving under the influence (as percent of total county population) |
| liquor_violation_pct | Liquor laws (as percent of total county population) |
| disorderly_conduct_pct | Disorderly conduct (as percent of total county population) |
| other_nontraffic_violation_pct | All other non-traffic offenses (as percent of total county population) |
| murder_pct | Murder and non-negligent manslaughter (as percent of total county population) |
| drug_sale_other_pct | Sale/mfg-Other dangerous non-narc drugs (as percent of total county population) |
| prostitution_pct | Prostitution and commercialized vice (as percent of total county population) |
| drug_sale_narc_pct | Sale/mfg-Truly addicting synthetic narcotics (as percent of total county population) |
| vagrancy_pct | Vagrancy (as percent of total county population) |
| drunkenness_pct | Drunkenness (as percent of total county population) |
| curfew_loitering_pct | Curfew and loitering violations (as percent of total county population) |
| runaway_pct | Runaways (as percent of total county population) |
| manslaughter_negligence_pct | Manslaughter by negligence (as percent of total county population) |
| gambling_all_pct | Gambling (total) (as percent of total county population) |
| suspicion_pct | Suspicion (as percent of total county population) |
| gambling_bookmaking_pct | Bookmaking (horse and sports) (as percent of total county population) |
| gambling_other_pct | All other gambling (as percent of total county population) |
| gambling_lottery_pct | Number and lottery (as percent of total county population) |
Source
Data: https://www.icpsr.umich.edu/web/NACJD/studies/36794 and https://data.census.gov/app/mdat/ACSPUMS1Y2023
Codebook: https://burrelvannjr.com/docs/UCR2015_Codebook.pdf
Well-Being and Basic Needs Survey, 2019 (Individual-Level)
Description
This subset of data comes from one iteration of the Well-Being and Basic Needs Survey, administered in 2019. These data were collected by the Urban Institute. Information about the data set can be found in the WBBN2019 Codebook at: https://burrelvannjr.com/docs/WBBN2019_Codebook.pdf.
Usage
WBBN2019
Format
A data frame with 7694 observations and 23 variables.
| subsidized_housing | Is your household paying lower rent because the federal, state, or local government is paying part of the cost? |
| food_last | Food did not last |
| nervous | During the past 30 days, about how often did you feel: nervous? |
| hopeless | During the past 30 days, about how often did you feel: hopeless? |
| restless | During the past 30 days, about how often did you feel: restless or fidgety? |
| no_cheer | During the past 30 days, about how often did you feel: so sad that nothing could cheer you up |
| worthless | During the past 30 days, about how often did you feel: worthless? |
| insured | Thinking about your health insurance coverage over the past 12 months, how many months were you insured? |
| med_notafford | Thinking about your health care experiences over the past 12 months, was there any time when you needed medical care but did not get it because you couldn't afford it? |
| working | Are you currently working for pay or self-employed? |
| unexp_400 | How confident are you that you could come up with $400 if an unexpected expense arose within the next month? |
| educ | Education level |
| race_eth | Race/ethnicity |
| sex_gender | Sex/Gender |
| head_household | Head of Household? |
| internet | Internet access |
| children_in_house | Number of children age 0-18 in household |
| food_insecure | Household was food insecure in past 12 months |
| utility_suspend | Gas or electric company turned off service or oil company would not deliver in oil past 12 months |
| utility_problems_paying | Household was not able to pay full amount of gas, oil, or electricity bills in past 12 months |
| mortgage_cost | How much is the regular monthly payment on this property, including mortgage payments, second mortgage or home equity loan payments, real estate taxes, insurance, and condominium fees? |
| rent_cost | What is the monthly rent for the place where you live? |
| electricity_cost | In a typical month, what is the total cost of electricity, gas, and any other fuel used in the place where you live? |
Source
Data: https://www.icpsr.umich.edu/web/ICPSR/studies/38044
Codebook: https://burrelvannjr.com/docs/WBBN2019_Codebook.pdf
Simplified Bar Chart
Description
This function plots a bar chart (bar.chart) on a given data frame.
Usage
bar.chart(df, var1, lab = FALSE)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
lab |
logical (default set to |
Value
This function returns the bar chart for var1 in data frame df.
Examples
data <- mtcars
bar.chart(data,cyl)
Simplified Boxplot
Description
This function plots a Box-and-Whisker (box) on a given data frame, and uses simplified calls within the function to parse the boxplot by up to 2 variables.
Usage
box(df, var1, by1, by2)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
by1 |
the main independent/predictor variable, |
by2 |
a potential second independent/predictor variable, |
Examples
data <- mtcars
box(data,mpg,cyl)
Simplified Chi Square
Description
This function simplifies the call for Pearson's Chi Square test (chi.sq) on a given data frame.
Usage
chi.sq(
df,
var1,
var2,
correct = FALSE,
post = FALSE,
plot = FALSE,
cramer = FALSE
)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
var2 |
the main independent/predictor variable, |
correct |
logical (default set to |
post |
logical (default set to |
plot |
logical (default set to |
cramer |
logical (default set to |
Value
This function returns the summary results table for a Pearson's Chi Square test, examining the relationship between var1 from data frame df, and var2.
Examples
data <- mtcars
x2 <- chi.sq(data,vs,am)
summary(x2)
Chi Square Plot
Description
This function plots a cell-by-cell chart (chiplot) on a given matrix of standardized residuals (Z) from a chi square test.
Usage
chiplot(
zmat,
method = "square",
type = "full",
ggtheme = ggplot2::theme_classic(),
title = "",
show.legend = TRUE,
legend.title = "Z",
colors = c("firebrick2", "white", "dodgerblue3"),
outline.color = "white",
lab = FALSE,
lab_col = "black",
lab_size = 4,
p.mat = NULL,
z.crit = NULL,
sig.level = 0.05,
insig = pch,
pch = 4,
pch.col = "black",
pch.cex = 5,
tl.cex = 12,
tl.col = "black",
tl.srt = 45,
digits = 2,
as.is = FALSE
)
Arguments
zmat |
a matrix of standardized residuals, extracted from the chi square test, to visualize. |
method |
the type of visualization used in plot (default set to |
type |
the section of the plot that will be displayed (default set to |
ggtheme |
|
title |
title of the plot, extracted from the chi square test. |
show.legend |
logical (default set to |
legend.title |
title of the legend (default set to |
colors |
a vector of 3 colors for negative, zero, and positive residuals. |
outline.color |
the outline color of the square (default set to |
lab |
logical (default set to |
lab_col |
color of text displayed in each cell comparison for standardized residual (Z) value when |
lab_size |
size of text displayed in each cell comparison for standardized residual (Z) value when |
p.mat |
a matrix of p-values for each standardized residual (Z) value comparison, extracted from chi square test. |
z.crit |
the critical Z value for the comparison of standardized residuals (Z), extracted from the chi square test. |
sig.level |
the alpha value used to assess significance (default set to |
insig |
glyphs to add on non-significant standardized residual (Z) values (default set to |
pch |
glyphs added to non-significant standardized residual (Z) values (default set to |
pch.col |
color of pch glyphs (default set to |
pch.cex |
size of pch glyphs (default set to |
tl.cex |
size of text label for each category name for both variables (default set to |
tl.col |
color of text label for each category name for both variables (default set to |
tl.srt |
string rotation of text label for each category name for the variable on the x-axis (default set to |
digits |
the number of decimal digits to be displayed in the plot (default set to |
as.is |
determines how to handle dimnames, either left as strings (if set to |
Value
This function returns the chi square plot of standardized residuals for categories of var1 by var2 in data frame df, all of which are extracted from the chi square test.
Examples
data <- mtcars
x2 <- chi.sq(data,vs,am,post=TRUE)
chiplot(zmat = x2$z_mat,p.mat = x2$p_z_mat,z.crit = round(x2$z_crit, 4),
outline.color = "white",lab = TRUE,digits = 3)
Simplified Confidence Interval Calculation
Description
This function calculates the confidence interval (for a given confidence level) for a variable in a given data frame.
Usage
ci.calc(df, var1, cl)
Arguments
df |
data frame to read in. |
var1 |
the variable of interest for which the CI will be calculated. |
cl |
the desired confidence level (in percentages, ranging from |
Value
This function returns the mean, lower bound, upper bound, and standard error.
Examples
data <- mtcars
ci.calc(data,mpg,95)
Simplified Correlation Matrix
Description
This function creates a correlation (cormat) on a data frame of the variables in an equation.
Usage
cormat(df, formula)
Arguments
df |
data frame to read in. |
formula |
the variables in the regression model, |
Value
This function returns a correlation matrix for the variables provided in the formula.
Examples
data <- mtcars
cormat(data, mpg ~ wt + am)
Creating Dummy-Code Columns for Values of a Variable
Description
This function applies dummy-coding to a variable of interest, enabling the creation of n or n-1 columns/variables based on n number of attributes for the variable.
Usage
dummy(df, var, remove = FALSE)
Arguments
df |
data frame to read in. |
var |
the variable to be dummy-coded. Is automatically converted to a character string. |
remove |
logical (default set to |
Value
This function updates the data frame with new variables (columns) representing unique values of a selected variable, and a binary score (0/1) for the absence or presence of a column's represented value for each observation.
Examples
data <- howell_aids_long
dummy(data, student)
Howell Student AIDS Knowledge Data (Long Form)
Description
This data set, from Howell, measures students' knowledge at three time points, in long form.
Usage
howell_aids_long
Format
A data frame with 12 observations and 3 variables.
| student | student id |
| time | time point measured |
| knowledge | student AIDS knowledge score (at various time points) |
Howell Student AIDS Knowledge Data (Wide Form)
Description
This data set, from Howell, measures students' knowledge at three time points, in wide form.
Usage
howell_aids_wide
Format
A data frame with 4 observations and 4 variables.
| student | student id |
| t1 | student AIDS knowledge score at time 1 |
| t2 | student AIDS knowledge score at time 2 |
| t3 | student AIDS knowledge score at time 3 |
Simplified Histogram
Description
This function plots a histogram (hst) on a given data frame, and uses simplified calls within the function to parse the histogram by up to 2 variables.
Usage
hst(df, var1, by1, by2)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
by1 |
the main independent/predictor variable, |
by2 |
a potential second independent/predictor variable, |
Value
This function returns the histogram for var1 in data frame df. Can be split to return a histogram for var1 in data frame df, broken out by var2.
Examples
data <- mtcars
hst(data,mpg,cyl)
Simplified Independent Samples T-Test
Description
This function simplifies the call for the independent samples t-test (is.t) on a given data frame.
Usage
is.t(df, var1, var2, var.equal = TRUE, two.tailed = TRUE)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
var2 |
the main independent/predictor variable, |
var.equal |
logical (default set to |
two.tailed |
logical (default set to |
Value
This function returns the summary results table for an independent samples t-test, examining the mean differences of var1 (in data frame df) between groups in var2.
Examples
data <- mtcars
ttest <- is.t(data,mpg,am)
summary(ttest)
Mode Function
Description
This function returns the mode for a given data frame.
Usage
mode(x, na.rm = FALSE)
Arguments
x |
variable within data frame or a list of values. |
na.rm |
remove the NAs, default is FALSE. |
Value
This function returns the mode for a variable within a data frame or a list of values.
Examples
data <- mtcars
mode(data$mpg)
Simplified One Sample T-Test
Description
This function simplifies the call for the one sample t-test (os.t) on a given data frame.
Usage
os.t(df, var1, mu)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
mu |
the population mean, |
Value
This function returns the summary results table for an one sample t-test, examining the mean differences between var1 (in data frame df) and the population mean mu.
Examples
data <- mtcars
ttest <- os.t(data,mpg,3)
summary(ttest)
Simplified One-Way Analysis of Variance
Description
This function simplifies the call for one-way ANOVA (ow.anova) on a given data frame. Also allows calls for Tukey's Honestly Significant Difference Post-Hoc Comparisons Test (hsd), as well as a means plot (plot).
Usage
ow.anova(df, var1, by1, plot = FALSE, hsd = FALSE)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
by1 |
the main independent/predictor variable, |
plot |
logical (default set to |
hsd |
logical (default set to |
Value
This function returns the summary results table for a one-way ANOVA, examining mean differences in var1 from data frame df, across by1 groups.
Examples
data <- mtcars
ow <- ow.anova(data,mpg,cyl,plot=TRUE)
summary(ow)
Simplified Correlation
Description
This function simplifies the call for Pearson's Product-Moment Correlation Coefficient (p.corr) on a given data frame.
Usage
p.corr(df, var1, var2)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
var2 |
the main independent/predictor variable, |
Value
This function returns the summary results table for a Pearson's correlation, examining the relationship between var1 from data frame df, and var2.
Examples
data <- mtcars
p.corr(data,mpg,wt)
Simplified Paired Samples (Repeated Measures) T-Test
Description
This function simplifies the call for the paired samples t-test (ps.t) on a given data frame.
Usage
ps.t(df, t2, t1, var.equal = TRUE)
Arguments
df |
data frame to read in. |
t2 |
the |
t1 |
the |
var.equal |
logical (default set to |
Value
This function returns the summary results table for an paired samples t-test, examining the mean differences between t2 and t1 (in data frame df).
Examples
data <- mtcars
data$mpg2 <- c(21.8,14.7,5.9,24.0,12.2,14.9,33.0,27.7,
29.9,33.9,16.0,14.7,13.3,23.1,38.0,39.7,24.1,33.9,
25.7,24.2,28.3,37.3,20.3,36.0,18.1,32.8,28.7,30.3,6.6,
26.4,35.8,32.8)
ttest <- ps.t(data,mpg2,mpg)
summary(ttest)
Simplified Normal (Q-Q) Plot
Description
This function plots a Q-Q/Quantile-Quantile plot (qq) on a given data frame, and uses simplified calls within the function to parse the Q-Q plot by up to 2 variables.
Usage
qq(df, var1, by1, by2)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
by1 |
the main independent/predictor variable, |
by2 |
a potential second independent/predictor variable, |
Value
This function returns the quantile-quantile plot for var1 in data frame df. Can be split to return a quantile-quantile plot for var1 in data frame df, broken out by var2.
Examples
data <- mtcars
qq(data,mpg,cyl)
Simplified Residuals Plot
Description
This function creates a residual plot (residplot) on a data frame of the variables in an equation.
Usage
residplot(df, formula)
Arguments
df |
data frame to read in. |
formula |
the variables in the regression model, |
Examples
data <- mtcars
residplot(data, mpg ~ wt + am)
Reverse Coding for Scales
Description
This function applies reverse-coding to a variable of interest.
Usage
revcode(df, var, missing = c(""))
Arguments
df |
data frame to read in. |
var |
the variable to be recoded. |
missing |
a list of values in the variable that are “missing” values. |
Value
This function updates the data frame with a new variable with the recoded values.
Examples
data <- GSS2014
revcode(data, amcult)
Simplified One-Way Repeated Measures Analysis of Variance
Description
This function simplifies the call for repeated measures ANOVA (rm.anova) on a given data frame. Also allows calls for sphericity correction (correct), as well as a sphericity test table (sph).
Usage
rm.anova(
df,
id,
times,
scores = NULL,
correct = TRUE,
sph = FALSE,
phc = FALSE
)
Arguments
df |
data frame to read in. |
id |
the main grouping variable by which |
times |
dependent variable values at the time points measured. If data are in wide form (where time points are listed as separate variables for each observation), read in as a list of time point variables (e.g. |
scores |
if data are in long form (where each group has multiple observations), a |
correct |
logical (default set to |
sph |
logical (default set to |
phc |
logical (default set to |
Examples
data <- howell_aids_wide
rm.anova(data, student, c("t1","t2","t3"))
data2 <- howell_aids_long
rm.anova(data2, student, time, scores=knowledge)
Simplified Scatterplot
Description
This function plots a scatterplot (scatter) on a given data frame, and adds a fit-line to the data.
Usage
scatter(df, var1, var2, lab = FALSE)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
var2 |
the independent/predictor variable, |
lab |
logical (default set to |
Examples
data <- mtcars
scatter(data,mpg,wt)
Standard Error Calculation
Description
This function calculates the standard error for a variable in a given data frame.
Usage
se(var, na.rm = TRUE)
Arguments
var |
variable to read in. |
na.rm |
logical (default set to |
Value
This function returns the standard error for a given variable
Examples
data <- mtcars
se(data$mpg)
Simplified STATA Predictive Margins
Description
This function returns a data frame with interactive margins and standard errors similar to those returned in the STATA margins call. The function can also return a margins plot.
Usage
stata.plm.margins(mod, plot = FALSE, error = NULL)
Arguments
mod |
a plm model object. |
plot |
logical (default set to |
error |
the number standard deviation units for which the margins will be calculated (default set to 2). |
Value
This function creates a data frame of predictive margins for the dependent variable, given values of the variables in the interaction.
Examples
library(plm)
data <- UCR2015
summary(mod <- plm(dui_pct ~ pct_poverty*pct_unemp +
income_inequality, data=data, index=c("state","county"),
model="within"))
stata.plm.margins(mod)
Summarize Results of chi.sq
Description
Displays results of chi.sq
Usage
## S3 method for class 'chisquare'
summary(object, ...)
Arguments
object |
Object returned by |
... |
Additional parameters to pass on. |
Value
Matrix of values for results from chi square test.
Examples
data1 <- mtcars
x2 <- chi.sq(data1, vs, am)
summary(x2)
Summarize Results of is.t
Description
Displays results of is.t
Usage
## S3 method for class 'ist'
summary(object, ...)
Arguments
object |
Object returned by |
... |
Additional parameters to pass on. |
Value
Matrix of values for results from independent samples t-test.
Examples
data1 <- mtcars
ttest <- is.t(data1, mpg, am)
summary(ttest)
Summarize Results of ow.anova
Description
Displays results of ow.anova
Usage
## S3 method for class 'oneway'
summary(object, ...)
Arguments
object |
Object returned by |
... |
Additional parameters to pass on. |
Value
Matrix of values for results from One-Way ANOVA test.
Examples
data1 <- mtcars
ow <- ow.anova(data1, mpg, cyl)
summary(ow)
Summarize Results of os.t
Description
Displays results of os.t
Usage
## S3 method for class 'ost'
summary(object, ...)
Arguments
object |
Object returned by |
... |
Additional parameters to pass on. |
Value
Matrix of values for results from one sample t-test.
Examples
data1 <- mtcars
ttest <- os.t(data1,mpg,3)
summary(ttest)
Summarize Results of ps.t
Description
Displays results of ps.t
Usage
## S3 method for class 'pst'
summary(object, ...)
Arguments
object |
Object returned by |
... |
Additional parameters to pass on. |
Value
Matrix of values for results from paired samples t-test.
Examples
data1 <- mtcars
data1$mpg2 <- c(21.8,14.7,5.9,24.0,12.2,14.9,33.0,27.7,
29.9,33.9,16.0,14.7,13.3,23.1,38.0,39.7,24.1,33.9,
25.7,24.2,28.3,37.3,20.3,36.0,18.1,32.8,28.7,30.3,6.6,
26.4,35.8,32.8)
ttest <- ps.t(data1,mpg2,mpg)
summary(ttest)
Simplified Crosstabs
Description
This function returns a crosstab (tab) on a given data frame, and using simplified calls within the function for two variables, to return the observed and expected frequencies.
Usage
tab(df, var1, var2)
Arguments
df |
data frame to read in. |
var1 |
a first grouping variable. |
var2 |
a second grouping variable. |
Value
This function returns the observed and expected frequencies of a bivariate relationship between var1 and var2 in data frame df.
Examples
data <- mtcars
tab(data,mpg,cyl)
Simplified Descriptive Statistics
Description
This function returns univariate/descriptive statistics (univ.desc) on a variable within a given data frame, and uses simplified calls within the function to parse the descriptives by another variable.
Usage
univ.desc(df, var1, by1)
Arguments
df |
data frame to read in. |
var1 |
the dependent/outcome variable, |
by1 |
the main independent/predictor variable, |
Value
This function returns the descriptive statistics for var1 in data frame df. Can be split to return descriptives for var1 in data frame df, broken out by var2.
Examples
data <- mtcars
univ.desc(data,mpg)
Simplified Z Scores
Description
This function calculates the Z score for a given value, relative to the mean and standard deviation for a variable in a given data frame.
Usage
z.calc(df, var1, raw, tails = NULL)
Arguments
df |
data frame to read in. |
var1 |
the variable of interest for which the mean and standard deviations will be calculated. |
raw |
the desired raw score to compare with the mean and standard deviation of |
tails |
to report a p-value (level of significance) for the reported Z score, user must select a desired number of tails (either |
Value
This function returns the raw score, mean, and z-score for a given raw score.
Examples
data <- mtcars
z.calc(data,mpg,12)
Simplified Z Tests
Description
This function runs a one-sample Z-test, comparing the proportion in your sample to the proportion in the population.
Usage
z.test(df, var1, var2, prop)
Arguments
df |
data frame to read in. |
var1 |
variable with the total number of events, by sub-unit (e.g. cities within a county). |
var2 |
variable with number of events for a specific group. |
prop |
proportion to compare to (between 0 and 1). |
Value
This function returns the Z score and p-value for the z-test.
Examples
data <- UCR2015[UCR2015$state=="California",]
data$total_part2 <- data$burglary + data$larceny + data$mv_theft + data$arson
z.test(data,total_part2,burglary,.25)