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SOC 3120
Final Project
Randi Hovey
Usinga subsetof the General Social Surveyfrom2012 (n=1200), the presentstudyexplores
recentopinionsand attitudesonthese important,andsometimescontroversial,social issues.
Respondentswererandomlyselectedadults(18+) livinginhouseholdsthroughoutall areasof the
UnitedStates.Nearlyhalf (45.4%) of the sample subsetreported beingmarried,28.1% “nevermarried,”
and 15.3% “divorced.”Participantswere overwhelminglyProtestant,Catholic,orof noparticularreligion
(42.1%, 25.4%, and 20.5%), withthe remaining12% reportingvariousreligionssuchasBuddhism(.3%),
Hinduism(.6%),Muslim/Islam(.8%),Christian(5.5%),etc.A large portionof the population(46.5%)
reporta highschool diplomaasthe highesteducational degree earned,with20.5% holdingaBachelor’s
degree (itisof note,that13.4% reportedlessthana highschool educationattime of survey).Average
familyincome amongrespondentswas$53,611.20 witha medianincome of $34,470.00. Additionally,
64.8% reportyearlyincome of $25,000.00 or more.Of the 1200 respondents,62.6% reportlivingina 1
or 2-personhousehold(26.8%and35.8% respectively).The average numberof childrenperhousehold
is2 (27.9%), although29.3% reporthavingnochildrenatall. The meanage for becomingaparent(first
child) is24.44 years(sd= 5.69), witha range between13and 42 yearsof age.
Chi-Square analyseswere donetodeterminewhethercurrentattitudestowardvarioussocial
issueswere independentof respondent’sgender,educational level,orreligiousidentification. Support
for a woman’srightto an abortionforany reasonwasfoundto be independentof respondent’sgender
ina chi square testfor independence(x2
(1) =.000, p> .05), indicatingthatneithermalesorfemales
appearto supportabortionrightsmore than the other.Level of educationwasfoundtoinfluence
opiniononabortionrights(x2
(4) =47.04, p< .01). Supportfora woman’srightto abortiongenerally
increasesaseducationlevelincreases.Graduate degree holdersare mostlikelytosupportthe rightto
an abortion(77.1%) and respondent’swithlessthanahighschool diplomaare leastlikelytosupportthis
right(32%). Religiouspreference wasalsodetermined tobe indicative of respondent’sopinionon
abortionat a significance levelof .000 (x2
(12) = 68.57, p < .01) althoughthese resultsrequire afair
amountof cautiondue to expectedfrequenciesof lessthan5in multiple categories.Denominations
withsufficientdatasuggestJewish(86.7%),noreligiouspreference(72.8%),and“other”(71.4%) were
mostlikelytosupportthe rightto an abortion.
Malesare more likelytosupportthe deathpenalty(63.9%) thanfemales(57.3%) x2
(1) = 5.06,
p< .05. Educationwasalso determinedtohave asignificantimpactonsupportof capital punishment(x2
(4) = 28.32, p < .01). Interestingly,the associationappearstobe curvilinear,withthe majorityof
supportersholdingahighschool diploma(64.5),juniorcollege (72.2),andbachelor’sdegrees(60.6),and
thendecreasesatthe far endsof the spectrum(graduates=43.3% and lessthanH.S. = 52.4%).
Participant’sreligiouspreferenceappearstobe independentof opiniononthe deathpenalty(x2
(12) =
19.88, p > .05).
Supportfor same-sex marriage wasdeterminedtobe independentof gender(x2
(4) = 8.401, p >
.05), however,educationlevel andreligiouspreference show statistical significance forinfluencing
attitudesonthisissue (x2
(16) = 63.95, p < .01; x2
(48) = 140.67, p < .01) whenaskedaboutsupporton an
ordinal scale rangingfrom1 = stronglyagree to 5 = stronglydisagree.Respondentswithlessthanhigh
school education,andthose withjuniorcollege tendtoanswersimilarlywith16.5% and 19.4% strongly
infavor of gays rightto marriage.Outside of thisexception,supportforgaymarriage tendsto increase
withlevel of education(H.S.=26.7, bachelor = 31, and graduate = 55.2), eludingtohighereducationasa
factor ina more acceptingviewof differenceswithinsociety. Those withlessthanahighschool diploma
was mostlikelytostronglydisagree(37.1%). Resultsonthe effectsof religiouspreference shouldbe
interpretedwithcautiondue tomultipledenominationswithinsufficientamountsof respondents.
Those withno specifiedreligiouspreference weremostlikely(52.6) tostronglysupportgayrights.Of
those withsufficientdata,ChristiansandProtestantswere mostlikelytostronglydisagree withthe right
to same-sex marriage (31.7%and32.9%).
Favor of gun control lawswere foundtobe independentof botheducationlevel(x2
(4) =4.31, p
> .05) and religiouspreference (x2
(12) = 12.13, p > .05). However,genderdoesappeartohave a
substantial influence onopinionstowardguncontrol laws(x2
(1) = 10.56, p < .01) withwomenfavoring
gun control at a higherrate (83.1%) than men(73.6%). These findingsmayindicate women’sheightened
needforsecuritywhichmaybe accomplishedbymeanstodefendoneself.
Level of educationprovedtobe influential inarespondent’sbeliefinthe theoryof evolution(x 2
(4) = 9.74, p < .05). Withthe exceptionof asmall decrease withinjuniorcollege graduates(76%),
participantssupportof evolutionarytheoryincreasedaseducationincreased;beginningwith69.6%of
respondentswithlessthanahighschool education,highschool graduates(77%),Bachelor’sdegrees
(90.2%),and 93.1% of graduate degree holders. Thisseemslogical since furthereducationwould
produce more knowledge aboutthe theoryof evolution. Neithergenderorreligiouspreference
producedsignificantresultstoshowanyinfluence onbelief in the theorythathumansdevelopedfrom
earlierspecies(x2
(1) = .077, p > .05; x2
(9) = 13.25, p > .05).
Gender,educationlevel,andreligionall reportstatisticallysignificantfindings whentestedfor
independenceof opinionsonwomen’srole inahousehold.A Chi square testrevealedthe majorityof
men(39.4%) and women(46.3%) disagree thata woman’srole wastokeephouse while the man
worked(x2
(4) = 11.73, p < .05). Overall,menwere more likelytoagree (21.5%) thanwomen(14.3%)
that a woman’s role wasinthe home.Explorationbydegreetype (x2
(16) = 64.43, p < .01), showsthat
individualswithlessthanahighschool diplomawere mostlikelytoagree (35.4%) that womenshouldbe
inthe home while those withaBachelor’sdegree (10.9%) were leastlikely.Agreeance withthisattitude
increasedslightlyto14.5% for graduate alumni.Itispossible thatthose withgraduate degreesare ina
betterfinancial situationtoaffordagreeance withthisview,whereasbachelor’sdegreesmaynotbring
enoughincome tosupportthe familyandsatisfyanycostsrelatedtotheireducation;therefore,bringing
more of a necessitytotwoincomeswhichinteractswithahighereducatedview of genderequality. Of
those religionswithsufficientdata,Jewish(50%) andChristians(47.9%) were mostlikelytodisagree
withthe viewthatwomenshouldkeephouse(x2
(48) = 86.88, p < .01). Otherreligiouspreferences
whichfollowcloselyare “none”(43%),Catholic(44.1%),andProtestant(42%).
In termsof supportfor legalizationof marijuana,opinionwasfoundtobe dependent upon
gender(x2
(1) = 14.54, p < .01), withmenmore likelytofavorlegalization(56.6%) thanwomen(42.7%).
The study showsa linearrelationshipbetweensupportforlegalizationandeducationlevel.Support
increasesfromlessthanhighschool (35.5%) to 58.9% forgraduate degree participants.Knowledge of
social policyandthe effectsof criminalizingmarijuanalikelyplaysasignificantrole inaperson’sopinion
of continuingtoprosecute formarijuanapossessionanduse.Intermsof religiouspreference (x2
(12) =
49.45, p < .01), those claimingJewish(75%),other(75%),andno religion(69%) were mostlikelytofavor
legalization.Of those denominationswithsufficientdata,Catholicswere leastlikelytosupportsucha
movement(41.8%),closelyfollowedbyChristians(42.5%) andProtestants(43.9%).
On a scale from1 = stronglyagree to5 = stronglydisagree,menare statisticallymore likelyto
feel thatcohabitationisanacceptable option (53%),asopposedto43.8% of womenwhofeel thisis
acceptable (x2
(4) =13.76, p < .01). Generallyspeaking,aseducationallevel increases,individualswere
more likelytoacceptlivingtogetherasan acceptable option/alternative tomarriage.Those withless
than highschool agreeing41.7%and increasingina linearpatternthroughjuniorcollege graduates
(54%).Interestingly,the relationshipthendecreaseswithonly50% of those withbachelor’sorgraduate
degreesagree withcohabitationasacceptable. Religionalsoshowsinfluence onone’sopinionof
cohabitation.Of the denominationswithsufficientdata,Jewish(68.8%) andthose withnoreligion(61%)
were mostlikelytoagree thisisacceptable.Catholics,Protestants,andChristiansagree lesswiththis
social viewreporting54.3%,39.2%, and 34.7% respectively.
An independentsamplest-testwasdone comparingthe meannumberof hoursworkedwith
participantgender.Nostatisticallysignificantdifference wasfound (t(726) = -.063, p > .05) withthe
meanof men(M= 42.37, SD= 14.28) showingnodifferencefromthe meanof women(M=42.44, SD=
14.68). One-wayANOVAalsoshowednon-significance of resultsfornumberof hoursworkedbydegree
(F (4,723) = .329, p > .05). ANOVA resultsformeanhours workedincomparisonwithmarital status
foundnostatistical significance (F (4,723) = 1.438, p > .05). In accordance withthese resultsitdoesnot
appearthat educationlevelormarital statushas anydirectimpacton numberof hours worked.Pearson
correlationwascalculatedforthe relationshipbetweennumberof hoursworkedandnumberof
childrenandage of respondent.Testrevealedanon-significant,weakcorrelationbetweenhoursand
numberof children(r(2) = .027, p > .05), as well asbetweenrespondent’sage andnumberof hours
worked(r(2) = .002, p > .05).
Pearson’scorrelationswere calculatedforthe relationshipbetweenmeanfamilyincome and
numberof hourswatchingTV, numberof hoursworked,marital statusandrace. Resultsshow a
statisticallysignificant,extremelystrongnegative correlationbetweenfamilyincomeandmarital status
(r (2) = -.308, p < .01); as well asforthe relationshipbetweenfamilyincomeandrace (r (2) = -.102, p <
.01). These correlationssuggestthatfamily income ishighlycorrelatedwithanindividual’srace and
marital status.Logically,if apersonismarried,theyare more likelytohave more thanone income
contributingtothe familyincome,soitmakessense there wouldbe astrongcorrelation.Additionally,
the resultsonrace and familyincome suggestemploymentstillseessignificantracial discrimination.
Correlationbetweenfamilyincome andnumberof hoursperdayTV watchingdidnotpresentsignificant
results(r(2) = -.025, p > .05). Nosignificantfindingswere reportedforthe relationshipbetweenfamily
income and numberof hours workedlastweek(r(2) = -.044, p > .05). Calculationof linearregressionfor
the relationshipbetweenage,numberof children,andage whenfirstchildwasbornand familyincome
showssignificantpredictive qualitiesfor familyincome andage whenfirstchildisborn(F(1,747) =
133.036, p < .01). No statisticallysignificantresultswerefoundforfamilyincome inrelationtoage of
respondent(F(1,1064) = .429, p > .05), or for familyincome inrelationtonumberof children
respondenthas(F(1,1064) = 1.800, p > .05). Individualswhohave childrenatyoungeragesare possibly
lesslikelytocontinue theireducation,andtherefore have lesserincome.

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Statistical Analysis of Social Attitudes

  • 1. SOC 3120 Final Project Randi Hovey Usinga subsetof the General Social Surveyfrom2012 (n=1200), the presentstudyexplores recentopinionsand attitudesonthese important,andsometimescontroversial,social issues. Respondentswererandomlyselectedadults(18+) livinginhouseholdsthroughoutall areasof the UnitedStates.Nearlyhalf (45.4%) of the sample subsetreported beingmarried,28.1% “nevermarried,” and 15.3% “divorced.”Participantswere overwhelminglyProtestant,Catholic,orof noparticularreligion (42.1%, 25.4%, and 20.5%), withthe remaining12% reportingvariousreligionssuchasBuddhism(.3%), Hinduism(.6%),Muslim/Islam(.8%),Christian(5.5%),etc.A large portionof the population(46.5%) reporta highschool diplomaasthe highesteducational degree earned,with20.5% holdingaBachelor’s degree (itisof note,that13.4% reportedlessthana highschool educationattime of survey).Average familyincome amongrespondentswas$53,611.20 witha medianincome of $34,470.00. Additionally, 64.8% reportyearlyincome of $25,000.00 or more.Of the 1200 respondents,62.6% reportlivingina 1 or 2-personhousehold(26.8%and35.8% respectively).The average numberof childrenperhousehold is2 (27.9%), although29.3% reporthavingnochildrenatall. The meanage for becomingaparent(first child) is24.44 years(sd= 5.69), witha range between13and 42 yearsof age. Chi-Square analyseswere donetodeterminewhethercurrentattitudestowardvarioussocial issueswere independentof respondent’sgender,educational level,orreligiousidentification. Support for a woman’srightto an abortionforany reasonwasfoundto be independentof respondent’sgender ina chi square testfor independence(x2 (1) =.000, p> .05), indicatingthatneithermalesorfemales appearto supportabortionrightsmore than the other.Level of educationwasfoundtoinfluence opiniononabortionrights(x2 (4) =47.04, p< .01). Supportfora woman’srightto abortiongenerally increasesaseducationlevelincreases.Graduate degree holdersare mostlikelytosupportthe rightto an abortion(77.1%) and respondent’swithlessthanahighschool diplomaare leastlikelytosupportthis right(32%). Religiouspreference wasalsodetermined tobe indicative of respondent’sopinionon abortionat a significance levelof .000 (x2 (12) = 68.57, p < .01) althoughthese resultsrequire afair amountof cautiondue to expectedfrequenciesof lessthan5in multiple categories.Denominations withsufficientdatasuggestJewish(86.7%),noreligiouspreference(72.8%),and“other”(71.4%) were mostlikelytosupportthe rightto an abortion. Malesare more likelytosupportthe deathpenalty(63.9%) thanfemales(57.3%) x2 (1) = 5.06, p< .05. Educationwasalso determinedtohave asignificantimpactonsupportof capital punishment(x2 (4) = 28.32, p < .01). Interestingly,the associationappearstobe curvilinear,withthe majorityof supportersholdingahighschool diploma(64.5),juniorcollege (72.2),andbachelor’sdegrees(60.6),and thendecreasesatthe far endsof the spectrum(graduates=43.3% and lessthanH.S. = 52.4%). Participant’sreligiouspreferenceappearstobe independentof opiniononthe deathpenalty(x2 (12) = 19.88, p > .05). Supportfor same-sex marriage wasdeterminedtobe independentof gender(x2 (4) = 8.401, p > .05), however,educationlevel andreligiouspreference show statistical significance forinfluencing attitudesonthisissue (x2 (16) = 63.95, p < .01; x2 (48) = 140.67, p < .01) whenaskedaboutsupporton an ordinal scale rangingfrom1 = stronglyagree to 5 = stronglydisagree.Respondentswithlessthanhigh school education,andthose withjuniorcollege tendtoanswersimilarlywith16.5% and 19.4% strongly
  • 2. infavor of gays rightto marriage.Outside of thisexception,supportforgaymarriage tendsto increase withlevel of education(H.S.=26.7, bachelor = 31, and graduate = 55.2), eludingtohighereducationasa factor ina more acceptingviewof differenceswithinsociety. Those withlessthanahighschool diploma was mostlikelytostronglydisagree(37.1%). Resultsonthe effectsof religiouspreference shouldbe interpretedwithcautiondue tomultipledenominationswithinsufficientamountsof respondents. Those withno specifiedreligiouspreference weremostlikely(52.6) tostronglysupportgayrights.Of those withsufficientdata,ChristiansandProtestantswere mostlikelytostronglydisagree withthe right to same-sex marriage (31.7%and32.9%). Favor of gun control lawswere foundtobe independentof botheducationlevel(x2 (4) =4.31, p > .05) and religiouspreference (x2 (12) = 12.13, p > .05). However,genderdoesappeartohave a substantial influence onopinionstowardguncontrol laws(x2 (1) = 10.56, p < .01) withwomenfavoring gun control at a higherrate (83.1%) than men(73.6%). These findingsmayindicate women’sheightened needforsecuritywhichmaybe accomplishedbymeanstodefendoneself. Level of educationprovedtobe influential inarespondent’sbeliefinthe theoryof evolution(x 2 (4) = 9.74, p < .05). Withthe exceptionof asmall decrease withinjuniorcollege graduates(76%), participantssupportof evolutionarytheoryincreasedaseducationincreased;beginningwith69.6%of respondentswithlessthanahighschool education,highschool graduates(77%),Bachelor’sdegrees (90.2%),and 93.1% of graduate degree holders. Thisseemslogical since furthereducationwould produce more knowledge aboutthe theoryof evolution. Neithergenderorreligiouspreference producedsignificantresultstoshowanyinfluence onbelief in the theorythathumansdevelopedfrom earlierspecies(x2 (1) = .077, p > .05; x2 (9) = 13.25, p > .05). Gender,educationlevel,andreligionall reportstatisticallysignificantfindings whentestedfor independenceof opinionsonwomen’srole inahousehold.A Chi square testrevealedthe majorityof men(39.4%) and women(46.3%) disagree thata woman’srole wastokeephouse while the man worked(x2 (4) = 11.73, p < .05). Overall,menwere more likelytoagree (21.5%) thanwomen(14.3%) that a woman’s role wasinthe home.Explorationbydegreetype (x2 (16) = 64.43, p < .01), showsthat individualswithlessthanahighschool diplomawere mostlikelytoagree (35.4%) that womenshouldbe inthe home while those withaBachelor’sdegree (10.9%) were leastlikely.Agreeance withthisattitude increasedslightlyto14.5% for graduate alumni.Itispossible thatthose withgraduate degreesare ina betterfinancial situationtoaffordagreeance withthisview,whereasbachelor’sdegreesmaynotbring enoughincome tosupportthe familyandsatisfyanycostsrelatedtotheireducation;therefore,bringing more of a necessitytotwoincomeswhichinteractswithahighereducatedview of genderequality. Of those religionswithsufficientdata,Jewish(50%) andChristians(47.9%) were mostlikelytodisagree withthe viewthatwomenshouldkeephouse(x2 (48) = 86.88, p < .01). Otherreligiouspreferences whichfollowcloselyare “none”(43%),Catholic(44.1%),andProtestant(42%). In termsof supportfor legalizationof marijuana,opinionwasfoundtobe dependent upon gender(x2 (1) = 14.54, p < .01), withmenmore likelytofavorlegalization(56.6%) thanwomen(42.7%). The study showsa linearrelationshipbetweensupportforlegalizationandeducationlevel.Support increasesfromlessthanhighschool (35.5%) to 58.9% forgraduate degree participants.Knowledge of social policyandthe effectsof criminalizingmarijuanalikelyplaysasignificantrole inaperson’sopinion of continuingtoprosecute formarijuanapossessionanduse.Intermsof religiouspreference (x2 (12) = 49.45, p < .01), those claimingJewish(75%),other(75%),andno religion(69%) were mostlikelytofavor
  • 3. legalization.Of those denominationswithsufficientdata,Catholicswere leastlikelytosupportsucha movement(41.8%),closelyfollowedbyChristians(42.5%) andProtestants(43.9%). On a scale from1 = stronglyagree to5 = stronglydisagree,menare statisticallymore likelyto feel thatcohabitationisanacceptable option (53%),asopposedto43.8% of womenwhofeel thisis acceptable (x2 (4) =13.76, p < .01). Generallyspeaking,aseducationallevel increases,individualswere more likelytoacceptlivingtogetherasan acceptable option/alternative tomarriage.Those withless than highschool agreeing41.7%and increasingina linearpatternthroughjuniorcollege graduates (54%).Interestingly,the relationshipthendecreaseswithonly50% of those withbachelor’sorgraduate degreesagree withcohabitationasacceptable. Religionalsoshowsinfluence onone’sopinionof cohabitation.Of the denominationswithsufficientdata,Jewish(68.8%) andthose withnoreligion(61%) were mostlikelytoagree thisisacceptable.Catholics,Protestants,andChristiansagree lesswiththis social viewreporting54.3%,39.2%, and 34.7% respectively. An independentsamplest-testwasdone comparingthe meannumberof hoursworkedwith participantgender.Nostatisticallysignificantdifference wasfound (t(726) = -.063, p > .05) withthe meanof men(M= 42.37, SD= 14.28) showingnodifferencefromthe meanof women(M=42.44, SD= 14.68). One-wayANOVAalsoshowednon-significance of resultsfornumberof hoursworkedbydegree (F (4,723) = .329, p > .05). ANOVA resultsformeanhours workedincomparisonwithmarital status foundnostatistical significance (F (4,723) = 1.438, p > .05). In accordance withthese resultsitdoesnot appearthat educationlevelormarital statushas anydirectimpacton numberof hours worked.Pearson correlationwascalculatedforthe relationshipbetweennumberof hoursworkedandnumberof childrenandage of respondent.Testrevealedanon-significant,weakcorrelationbetweenhoursand numberof children(r(2) = .027, p > .05), as well asbetweenrespondent’sage andnumberof hours worked(r(2) = .002, p > .05). Pearson’scorrelationswere calculatedforthe relationshipbetweenmeanfamilyincome and numberof hourswatchingTV, numberof hoursworked,marital statusandrace. Resultsshow a statisticallysignificant,extremelystrongnegative correlationbetweenfamilyincomeandmarital status (r (2) = -.308, p < .01); as well asforthe relationshipbetweenfamilyincomeandrace (r (2) = -.102, p < .01). These correlationssuggestthatfamily income ishighlycorrelatedwithanindividual’srace and marital status.Logically,if apersonismarried,theyare more likelytohave more thanone income contributingtothe familyincome,soitmakessense there wouldbe astrongcorrelation.Additionally, the resultsonrace and familyincome suggestemploymentstillseessignificantracial discrimination. Correlationbetweenfamilyincome andnumberof hoursperdayTV watchingdidnotpresentsignificant results(r(2) = -.025, p > .05). Nosignificantfindingswere reportedforthe relationshipbetweenfamily income and numberof hours workedlastweek(r(2) = -.044, p > .05). Calculationof linearregressionfor the relationshipbetweenage,numberof children,andage whenfirstchildwasbornand familyincome showssignificantpredictive qualitiesfor familyincome andage whenfirstchildisborn(F(1,747) = 133.036, p < .01). No statisticallysignificantresultswerefoundforfamilyincome inrelationtoage of respondent(F(1,1064) = .429, p > .05), or for familyincome inrelationtonumberof children respondenthas(F(1,1064) = 1.800, p > .05). Individualswhohave childrenatyoungeragesare possibly lesslikelytocontinue theireducation,andtherefore have lesserincome.