The statistical analyses used in this study consisted of descriptive statistics, Pearson chi-square tests, and logistic regressions. The regression analysis introduced the focal variables in a series of stages. Model 1 considered the effect of field of study on respondents’ likelihood of being cooled out; Model 2 added institutional prestige; Model 3 added gender; Model 4 included an interaction ...
The statistical analyses used in this study consisted of descriptive statistics, Pearson chi-square tests, and logistic regressions. The regression analysis introduced the focal variables in a series of stages. Model 1 considered the effect of field of study on respondents’ likelihood of being cooled out; Model 2 added institutional prestige; Model 3 added gender; Model 4 included an interaction term between gender and field of study, as emphasized in past research (Ann et al.2009). Multicollinearity was not an issue in the current research, as the highest variance inflation factors were less than 2. Model fit was found to be acceptable according to the standardized Pearson test.
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