A social psychology student is doing a study of conformity, in which a participant does a task with six confederates who are pretending to be other participants. In her high-pressure condition, all six confederates give the same wrong answer. In her low-pressure condition, only three confederates give the wrong answer and the other three are variable. She records the number of people who do and do not conform by adopting the wrong answer given by the majority.
Does conform | Does not conform | |
---|---|---|
High pressure | 50 | 23 |
Low pressure | 18 | 28 |
a. Construct the table of expected frequencies.
b. Calculate the appropriate χ2 statistic and degrees of freedom.
c. Report the effect size using Cramer’s ϕ.
d. Conduct a formal test at the α = .05 to see if there is any association.
Ans:
a,b)
Observed(fo) | |||
Does conform | Does not conform | Total | |
High pressure | 50 | 23 | 73 |
Low pressure | 18 | 28 | 46 |
Total | 68 | 51 | 119 |
Expected (fe) | |||
Does conform | Does not conform | Total | |
High pressure | 41.71 | 31.29 | 73 |
Low pressure | 26.29 | 19.71 | 46 |
Total | 68 | 51 | 119 |
Chi square=(fo-fe)^2/fe | |||
Does conform | Does not conform | Total | |
High pressure | 1.646 | 2.194 | 3.840 |
Low pressure | 2.612 | 3.482 | 6.094 |
Total | 4.258 | 5.677 | 9.934 |
Test statistic:
Chi square=9.934
df=(2-1)*(2-1)=1
c)
Effect size ,Phi=sqrt(9.934/119)=0.29
d)
p-value=CHIDIST(9.934,1)=0.0016
As,p-value<0.05,we reject the null hypothesis.
There is sufficient evidence to conclude that there is association between two variables.
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