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Analysis Methods » Difference in Difference Regression
Difference in Difference Regression
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The effects of a high school curriculum reform on university enrollment and the choice of college major

– The results show that the reform increased university enrollment rates for both genders.
-The reform increased students’ willingness to enroll at university for males and females alike. The reform effect of university enrollment can be assessed as meaningful with 1.3 and 1.2 percentage points for females and males, respectively.
– With regard to choosing STEM as college major, the authors find a
robust positive effect of the high school curriculum reform on males.
– While the results for males indicate that the reform made them more like to choose a STEM major on a statistically significant level, this is not true for females.
– A likely mechanism for the gender difference in major choices is the underlying preferences of men and women.

State Affirmative Action Bans and STEM Degree Completions

Investigates the effect of affirmative action bans on aggregate STEM degree completion across the US. Banning affirmative action may do more than shift minority students pursuing STEM from more selective colleges to less selective colleges. Minority students may also switch majors while
enrolling in the same institution, as well as attend community colleges or pursue other career
options.

School Accountability and the Black-White Test Score Gap

1) Did NCLB subgroup-specific accountability pressure lead to the narrowing of Black-White achievement gaps in math and reading? 2) If accountability pressure narrowed achievement gaps, what changes in the gap occurred?

Long-Run Impacts of School Desegregation & School Quality on Adult Attainments NBER #16664

What are the long-run impacts of court-ordered school desegregation plans on adult attainments?

Student Demographics, Teacher Sorting, and Teacher Quality: Evidence from the End of School Desegregation

Investigate the relationship between changes in student attributes and changes in teacher quality that are not confounded with changes in school or neighborhood characteristics.

Does Educational Tracking Affect Performance and Inequality? Differences-in-Differences Evidence Across Countries

Estimate the tracking effects in the differences in outcomes between primary and secondary school across tracked and non-tracked systems in the world.

Desegregation and Black Dropout Rates

Whether desegregation plans of the last 30 years benefited Black and White students in desegregated school districts.

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