IDEAS home Printed from https://ideas.repec.org/p/zbw/i4rdps/299.html

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
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/341139/1/I4R-DP299.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    2. Damian Clarke & Joseph P. Romano & Michael Wolf, 2020. "The Romano–Wolf multiple-hypothesis correction in Stata," Stata Journal, StataCorp LLC, vol. 20(4), pages 812-843, December.
    3. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    4. Sultan Mehmood & Shaheen Naseer & Daniel L. Chen, 2025. "Transmitting Rights: Effective Cooperation, Inter-gender Contact, and Student Achievement," American Economic Journal: Economic Policy, American Economic Association, vol. 17(3), pages 107-130, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jeffrey D. Michler & Anna Josephson, 2022. "Recent developments in inference: practicalities for applied economics," Chapters, in: A Modern Guide to Food Economics, chapter 11, pages 235-268, Edward Elgar Publishing.
    2. Billings, Stephen B. & Johnson, Erik B., 2012. "A non-parametric test for industrial specialization," Journal of Urban Economics, Elsevier, vol. 71(3), pages 312-331.
    3. Fitzsimons, Emla & Malde, Bansi & Mesnard, Alice & Vera-Hernández, Marcos, 2016. "Nutrition, information and household behavior: Experimental evidence from Malawi," Journal of Development Economics, Elsevier, vol. 122(C), pages 113-126.
    4. Emily Beam & Priya Mukherjee & Laia Navarro-Sola, 2022. "Lowering Barriers to Remote Education: Experimental Impacts on Parental Responses and Learning," Working Papers 2022-030, Human Capital and Economic Opportunity Working Group.
    5. repec:osf:osfxxx:k6tqr_v1 is not listed on IDEAS
    6. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2015. "Reducing crime and violence: Experimental evidence from cognitive behavioral therapy in Liberia," NBER Working Papers 21204, National Bureau of Economic Research, Inc.
    7. Henning Hermesifo & Philipp Lergetporer & Frauke Peter & Simon Wiederhold, 2025. "Application Barriers and the Socioeconomic Gap in Child Care Enrollment," Journal of the European Economic Association, European Economic Association, vol. 23(3), pages 1133-1172.
    8. Darin Christensen & Oeindrila Dube & Johannes Haushofer & Bilal Siddiqi & Maarten Voors, 2021. "Building Resilient Health Systems: Experimental Evidence from Sierra Leone and The 2014 Ebola Outbreak," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 1145-1198.
    9. Bertelli, Olivia & Calvo, Thomas & Lavallée, Emmanuelle & Mercier, Marion & Mesplé-Somps, Sandrine, 2025. "Attitudes and behaviors in a fragile state. A list experiment in Mali," World Development, Elsevier, vol. 196(C).
    10. Steinert, Janina I. & Zenker, Juliane & Filipiak, Ute & Movsisyan, Ani & Cluver, Lucie D. & Shenderovich, Yulia, 2018. "Do saving promotion interventions increase household savings, consumption, and investments in Sub-Saharan Africa? A systematic review and meta-analysis," World Development, Elsevier, vol. 104(C), pages 238-256.
    11. Basu, Shubhashrita & Gorry, Devon, 2021. "Consequences of teenage childbearing on child health," Economics & Human Biology, Elsevier, vol. 42(C).
    12. Shoji, Masahiro, 2020. "Early-Life Circumstances and Adult Locus of Control: Evidence from 46 Developing Countries," MPRA Paper 99987, University Library of Munich, Germany.
    13. Lubega, Patrick & Nakakawa, Frances & Narciso, Gaia & Newman, Carol & Kaaya, Archileo N. & Kityo, Cissy & Tumuhimbise, Gaston A., 2021. "Body and mind: Experimental evidence from women living with HIV," Journal of Development Economics, Elsevier, vol. 150(C).
    14. Abramitzky, Ran & Lavy, Victor & Pérez, Santiago, 2021. "The long-term spillover effects of changes in the return to schooling," Journal of Public Economics, Elsevier, vol. 196(C).
    15. Sarah Baird & Joan Hamory Hicks & Michael Kremer & Edward Miguel, 2016. "Worms at Work: Long-run Impacts of a Child Health Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1637-1680.
    16. Depew, Briggs & Eren, Ozkan, 2016. "Born on the wrong day? School entry age and juvenile crime," Journal of Urban Economics, Elsevier, vol. 96(C), pages 73-90.
    17. Harris, J. Andrew & van der Windt, Peter, 2023. "Empowering women or increasing response bias? Experimental evidence from Congo," Journal of Development Economics, Elsevier, vol. 164(C).
    18. Capuno, Joseph & Kraft, Aleli & O'Donnell, Owen, 2021. "Effectiveness of clinic-based cardiovascular disease prevention: A randomized encouragement design experiment in the Philippines," Social Science & Medicine, Elsevier, vol. 283(C).
    19. Gharad Bryan & James J Choi & Dean Karlan, 2025. "Randomizing Religion: the Impact of Protestant Evangelism on Economic Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 293-380.
    20. Monica P Bhatt & Sara B Heller & Max Kapustin & Marianne Bertrand & Christopher Blattman, 2024. "Predicting and Preventing Gun Violence: An Experimental Evaluation of READI Chicago," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(1), pages 1-56.
    21. Sevim, Dilek & Baranov, Victoria & Bhalotra, Sonia R. & Maselko, Joanna & Biroli, Pietro, 2023. "Socioemotional Skills in Early Childhood: Evidence from a Maternal Psychosocial Intervention," IZA Discussion Papers 15925, IZA Network @ LISER.

    More about this item

    Keywords

    ;
    ;
    ;

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:i4rdps:299. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://www.i4replication.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.