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Re-Analysing the Transmission of Gender Attitudes from Teachers to Students: A Computational and Robustness Reproduction

Author

Listed:
  • Bachmeier, Marc
  • Haller, Timo
  • Marcus, Jan
  • Rudakov, Victor
  • Simões, Larissa

Abstract

This replication study evaluates the computational and robustness reproducibility of the main findings in Mehmood et al. (2025), which investigates the transmission of gender-equitable attitudes from teachers to students in Pakistan by means of a randomized controlled trial with four treatment groups and a control group. Using the authors' replication package, we perform a successful computational reproduction of all reported coefficients and p-values, starting from the provided analysis data set. We then perform four sets of robustness checks: using an alternative way of constructing a key outcome variable, including different sets of control variables, reweighting the student-level regressions, and applying a difference-in-differences approach based on pre-treatment outcomes. Overall, the main findings are highly robust to a wide range of reasonable alternative specifications and analytic choices. In particular, across the 90 robustness specifications we estimate, 94% reproduce the original sign and statistical significance of the reported effects. For some outcomes, we obtain considerably larger effect sizes, further underscoring the importance of the transmission of gender-equitable attitudes.

Suggested Citation

  • Bachmeier, Marc & Haller, Timo & Marcus, Jan & Rudakov, Victor & Simões, Larissa, 2026. "Re-Analysing the Transmission of Gender Attitudes from Teachers to Students: A Computational and Robustness Reproduction," I4R Discussion Paper Series 299, The Institute for Replication (I4R).
  • Handle: RePEc:zbw:i4rdps:299
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    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • K38 - Law and Economics - - Other Substantive Areas of Law - - - Human Rights Law; Gender Law; Animal Rights Law

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