Overview

Top 10 Locations

Sex

Ethnicity

Pell Eligibility

First Term Abroad

Impact on GPA

We can model this relationship as follows:

\[ \operatorname{Next Term GPA} = \alpha + \beta_{1}(\operatorname{Prior Cum. GPA}) + \beta_{2}(\operatorname{N terms abroad}_{\operatorname{1\ Term}}) + \beta_{3}(\operatorname{N terms abroad}_{\operatorname{2\ Term}}) \]

The model explains about 30% of the variance in the next term’s GPA.

Characteristic Beta 95% CI1 p-value
Prior Cum. GPA 0.89 0.80, 1.0 <0.001
Terms Abroad
Zero
1 Term 0.11 0.02, 0.20 0.022
2 Term 0.10 0.02, 0.18 0.017

1 CI = Confidence Interval

Units Earned Abroad

Overall

College

Department

Major

Ethnicity

Pell Eligibility

GPAs Abroad

Duration

Ethnicity

Sex

Pell Eligibility

Cohort

Pell Eligibility

Before 2012, there was a relationship between Study Abroad participation and Pell eligibility. Now roughly the same proportion of Pell-eligible and non-eligible students participate in Study Abroad, either for one or two semesters.

Impact on Graduation

\[ \log\left[ \frac { P( \operatorname{grad} = \operatorname{1} ) }{ 1 - P( \operatorname{grad} = \operatorname{1} ) } \right] = \alpha + \beta_{1}(\operatorname{Prior Cum. GPA}) + \beta_{2}(\operatorname{N Terms Abroad}_{\operatorname{1\ Term}}) + \beta_{3}(\operatorname{N Terms Abroad}_{\operatorname{2\ Term}}) \]

Characteristic OR1 95% CI1 p-value
Prior Cum. GPA 4.90 3.24, 7.58 <0.001
Terms Abroad
Zero
1 Term 3.09 1.68, 6.08 <0.001
2 Term 1.91 1.19, 3.11 0.008

1 OR = Odds Ratio, CI = Confidence Interval

 

Graduation Rates

Ethnicity

Pell Eligibility


  1. Odds ratios in logistic regression are not as intuitive as probability. This resource may assist with interpretation.