IDEAS home Printed from https://ideas.repec.org/a/eee/injoed/v96y2023ics0738059322001535.html
   My bibliography  Save this article

Solving it correctly: Prevalence and persistence of gender gap in basic mathematics in rural India

Author

Listed:
  • Das, Upasak
  • Singhal, Karan

Abstract

Using multiple datasets on learning outcomes of over 2 million children in the age group 8–16 years from rural India, the paper examines the prevalence and persistence of gender gap in performance in mathematics. We observe significant and persistent gender gap in mathematics, which is not found in reading outcomes. The northern states lag behind and the southern ones show a ‘reverse gender gap’. Pre-existing household practices and societal gender norms are found to explain this difference significantly. The findings call for the need to understand these gaps granularly and inform gender-specific educational interventions for mathematics.

Suggested Citation

  • Das, Upasak & Singhal, Karan, 2023. "Solving it correctly: Prevalence and persistence of gender gap in basic mathematics in rural India," International Journal of Educational Development, Elsevier, vol. 96(C).
    • Handle: RePEc:eee:injoed:v:96:y:2023:i:c:s0738059322001535
    DOI: 10.1016/j.ijedudev.2022.102703
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0738059322001535
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijedudev.2022.102703?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bertrand, Marianne, 2011. "New Perspectives on Gender," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 17, pages 1543-1590, Elsevier.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Jean Drèze & Geeta Gandhi Kingdon, 2001. "School Participation in Rural India," Review of Development Economics, Wiley Blackwell, vol. 5(1), pages 1-24, February.
    4. Lippmann, Quentin & Senik, Claudia, 2018. "Math, girls and socialism," Journal of Comparative Economics, Elsevier, vol. 46(3), pages 874-888.
    5. Alison Booth & Hiau Kee, 2009. "Birth order matters: the effect of family size and birth order on educational attainment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 367-397, April.
    6. Quentin Lippmann & Claudia Senik, 2018. "Math, Girls and Socialism," Working Papers halshs-01387272, HAL.
    7. Nagore Iriberri & Pedro Rey-Biel, 2019. "Competitive Pressure Widens the Gender Gap in Performance: Evidence from a Two-stage Competition in Mathematics," The Economic Journal, Royal Economic Society, vol. 129(620), pages 1863-1893.
    8. Diva Dhar & Tarun Jain & Seema Jayachandran, 2019. "Intergenerational Transmission of Gender Attitudes: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 55(12), pages 2572-2592, December.
    9. Azam, Mehtabul & Kingdon, Geeta Gandhi, 2013. "Are Girls the Fairer Sex in India? Revisiting Intra-Household Allocation of Education Expenditure," World Development, Elsevier, vol. 42(C), pages 143-164.
    10. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    11. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    12. Lupin Rahman & Vijayendra Rao, 2004. "The Determinants of Gender Equity in India: Examining Dyson and Moore's Thesis with New Data," Population and Development Review, The Population Council, Inc., vol. 30(2), pages 239-268, June.
    13. Quentin Lippmann & Claudia Senik, 2018. "Math, girls and socialism," PSE-Ecole d'économie de Paris (Postprint) halshs-01886562, HAL.
    14. Diva Dhar & Tarun Jain & Seema Jayachandran, 2022. "Reshaping Adolescents' Gender Attitudes: Evidence from a School-Based Experiment in India," American Economic Review, American Economic Association, vol. 112(3), pages 899-927, March.
    15. Purohit, Brijesh C., 2008. "Health and human development at sub-state level in India," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(6), pages 2248-2260, December.
    16. Kumar, Anand & Sahoo, Soham, 2021. "Social Identity and STEM Choice: Evidence from Higher Secondary Schooling in India," GLO Discussion Paper Series 900, Global Labor Organization (GLO).
    17. Angus Deaton and Jean Drèze & Jean Drèze, 2002. "Poverty and Inequality in India: A Reexamination," Working papers 107, Centre for Development Economics, Delhi School of Economics.
    18. Natalia Nollenberger & Núria Rodríguez-Planas & Almudena Sevilla, 2016. "The Math Gender Gap: The Role of Culture," American Economic Review, American Economic Association, vol. 106(5), pages 257-261, May.
    19. Seema Jayachandran, 2015. "The Roots of Gender Inequality in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 63-88, August.
    20. Prashant Bharadwaj & Giacomo De Giorgi & David Hansen & Christopher Neilson, 2012. "The Gender Gap in Mathematics: Evidence from Low- and Middle-Income Countries," NBER Working Papers 18464, National Bureau of Economic Research, Inc.
    21. Mukhopadhyay, Abhiroop & Sahoo, Soham, 2016. "Does access to secondary education affect primary schooling? Evidence from India," Economics of Education Review, Elsevier, vol. 54(C), pages 124-142.
    22. Roland G. Fryer & Steven D. Levitt, 2010. "An Empirical Analysis of the Gender Gap in Mathematics," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 210-240, April.
    23. Dossi, Gaia & Figlio, David & Giuliano, Paola & Sapienza, Paola, 2021. "Born in the family: Preferences for boys and the gender gap in math," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 175-188.
    24. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2014. "Gender, Competitiveness, and Career Choices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1409-1447.
    25. Johnson, Doug & Parrado, Andres, 2021. "Assessing the assessments: Taking stock of learning outcomes data in India," International Journal of Educational Development, Elsevier, vol. 84(C).
    26. Prashant Bharadwaj & Giacomo De Giorgi & David Hansen & Christopher A. Neilson, 2016. "The Gender Gap in Mathematics: Evidence from Chile," Economic Development and Cultural Change, University of Chicago Press, vol. 65(1), pages 141-166.
    27. Karthik Muralidharan & Ketki Sheth, 2016. "Bridging Education Gender Gaps in Developing Countries: The Role of Female Teachers," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 269-297.
    28. Shulamit Kahn & Donna Ginther, 2017. "Women and STEM," NBER Working Papers 23525, National Bureau of Economic Research, Inc.
    29. Antecol, Heather & Cobb-Clark, Deborah A., 2013. "Do psychosocial traits help explain gender segregation in young people's occupations?," Labour Economics, Elsevier, vol. 21(C), pages 59-73.
    30. Jaegeum Lim & Jonathan Meer, 2020. "Persistent Effects of Teacher–Student Gender Matches," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 809-835.
    31. Abhijit Banerjee & Esther Duflo & Maitreesh Ghatak & Jeanne Lafortune, 2013. "Marry for What? Caste and Mate Selection in Modern India," American Economic Journal: Microeconomics, American Economic Association, vol. 5(2), pages 33-72, May.
    32. Rodríguez-Planas, Núria & Nollenberger, Natalia, 2018. "Let the girls learn! It is not only about math … it's about gender social norms," Economics of Education Review, Elsevier, vol. 62(C), pages 230-253.
    33. Clotilde Napp & Thomas Breda, 2019. "Girls' comparative advantage in reading can largely explain the gender gap in math-intensive fields," Post-Print hal-02307506, HAL.
    34. Thomas Breda & Clotilde Napp, 2019. "Girls’ comparative advantage in reading can largely explain the gender gap in math-related fields," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(31), pages 15435-15440, July.
    35. Ravallion, Martin & Datt, Gaurav, 2002. "Why has economic growth been more pro-poor in some states of India than others?," Journal of Development Economics, Elsevier, vol. 68(2), pages 381-400, August.
    36. Hall, Andrew B., 2015. "What Happens When Extremists Win Primaries?," American Political Science Review, Cambridge University Press, vol. 109(1), pages 18-42, February.
    37. Glenn Ellison & Ashley Swanson, 2010. "The Gender Gap in Secondary School Mathematics at High Achievement Levels: Evidence from the American Mathematics Competitions," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 109-128, Spring.
    38. Michela Carlana, 2019. "Implicit Stereotypes: Evidence from Teachers’ Gender Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1163-1224.
    39. M. Niaz Asadullah & Md. Abdul Alim & M. Anowar Hossain, 2019. "Enrolling girls without learning: Evidence from public schools in Afghanistan," Development Policy Review, Overseas Development Institute, vol. 37(4), pages 486-503, July.
    40. Kaul, Tara, 2018. "Intra-household allocation of educational expenses: Gender discrimination and investing in the future," World Development, Elsevier, vol. 104(C), pages 336-343.
    41. Rakshit, Sonali & Sahoo, Soham, 2023. "Biased teachers and gender gap in learning outcomes: Evidence from India," Journal of Development Economics, Elsevier, vol. 161(C).
    42. Justine Herve & Subha Mani & Jere Behrman & Arindam Nandi & Anjana Sankhil Lamkang & Ramanan Laxminarayan, 2021. "Gender Gaps in Cognitive and Noncognitive Skills: Roles of SES and Gender Attitudes," PIER Working Paper Archive 21-007, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    43. Chandan Jain, 2019. "Analysing Changes in Gender Difference in Learning in Rural India over Time," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 913-935, December.
    44. Groenewegen, Peter & Heinemann, Stephanie & Greß, Stefan & Schäfer, Willemijn, 2015. "Primary care practice composition in 34 countries," Health Policy, Elsevier, vol. 119(12), pages 1576-1583.
    45. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    46. Daniel Rosenblum, 2017. "Estimating the Private Economic Benefits of Sons Versus Daughters in India," Feminist Economics, Taylor & Francis Journals, vol. 23(1), pages 77-107, January.
    47. Clotilde Napp & Thomas Breda, 2019. "Girls' comparative advantage in reading can largely explain the gender gap in math-intensive fields," PSE-Ecole d'économie de Paris (Postprint) hal-02307506, HAL.
    48. Hervé, Justine & Mani, Subha & Behrman, Jere R. & Nandi, Arindam & Lamkang, Anjana Sankhil & Laxminarayan, Ramanan, 2022. "Gender gaps in cognitive and noncognitive skills among adolescents in India," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 66-97.
    49. Manda, Julius & Khonje, Makaiko G. & Alene, Arega D. & Tufa, Adane H & Abdoulaye, Tahirou & Mutenje, Munyaradzi & Setimela, Peter & Manyong, Victor, 2020. "Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    50. Kingdon, Geeta Gandhi, 2005. "Where Has All the Bias Gone? Detecting Gender Bias in the Intrahousehold Allocation of Educational Expenditure," Economic Development and Cultural Change, University of Chicago Press, vol. 53(2), pages 409-451, January.
    51. Soham Sahoo, 2017. "Intra-Household Gender Disparity in School Choice: Evidence from Private Schooling in India," Journal of Development Studies, Taylor & Francis Journals, vol. 53(10), pages 1714-1730, October.
    52. Lahoti, Rahul & Sahoo, Soham, 2020. "Are educated leaders good for education? Evidence from India," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 42-62.
    53. repec:pri:rpdevs:deaton_dreze_poverty_india is not listed on IDEAS
    54. K. Sundaram & Suresh D. Tendulkar, 2003. "Poverty Among Social and Economic Groups In India in the Nineteen Nineties," Working papers 118, Centre for Development Economics, Delhi School of Economics.
    55. Udayan Rathore & Upasak Das, 2022. "Health Consequences of Patriarchal Kinship System for the Elderly: Evidence from India," Journal of Development Studies, Taylor & Francis Journals, vol. 58(1), pages 145-163, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nandi, Arindam & Sahoo, Soham & Haberland, Nicole & Ngô, Thoại D., 2023. "A glass ceiling at the playhouse? Gender gaps in public and private preschool enrollment in India," International Journal of Educational Development, Elsevier, vol. 103(C).
    2. Maria Vittoria Corazza, 2024. "Flying High: Revealing the Sustainability Potential of Women in Aviation," Sustainability, MDPI, vol. 16(16), pages 1-18, August.
    3. Eshita Goswami, 2024. "Impact of teacher gender and role models on student outcomes in India," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2024-016, Indira Gandhi Institute of Development Research, Mumbai, India.
    4. Nandi, Arindam & Haberland, Nicole & Ngo, Thoai D., 2023. "The impact of primary schooling expansion on adult educational attainment, literacy, and health: Evidence from India’s Sarva Shiksha Abhiyan," International Journal of Educational Development, Elsevier, vol. 102(C).

    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. Upasak Das & Karan Singhal, 2021. "Solving it correctly Prevalence and Persistence of Gender Gap in Basic Mathematics in rural India," Papers 2110.15312, arXiv.org.
    2. Chandan Jain, 2019. "Analysing Changes in Gender Difference in Learning in Rural India over Time," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(4), pages 913-935, December.
    3. Sahoo, Soham & Klasen, Stephan, 2018. "Gender Segregation in Education and Its Implications for Labour Market Outcomes: Evidence from India," IZA Discussion Papers 11660, Institute of Labor Economics (IZA).
    4. Di Tommaso, Maria Laura & Contini, Dalit & De Rosa, Dalila & Ferrara, Francesca & Piazzalunga, Daniela & Robutti, Ornella, 2024. "Tackling the gender gap in mathematics with active learning methodologies," Economics of Education Review, Elsevier, vol. 100(C).
    5. Rakshit, Sonali & Sahoo, Soham, 2023. "Biased teachers and gender gap in learning outcomes: Evidence from India," Journal of Development Economics, Elsevier, vol. 161(C).
    6. Eble, Alex & Hu, Feng, 2020. "Child beliefs, societal beliefs, and teacher-student identity match," Economics of Education Review, Elsevier, vol. 77(C).
    7. Liwen Chen & Bobby W. Chung & Guanghua Wang, 2023. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2023-03, University of South Florida, Department of Economics.
    8. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2023. "Adolescent development and the math gender gap," European Economic Review, Elsevier, vol. 158(C).
    9. Anne (A.C.) Gielen & Esmee Zwiers, 2018. "Biology and the gender gap in educational performance - The role of prenatal testosterone in test scores," Tinbergen Institute Discussion Papers 18-086/V, Tinbergen Institute.
    10. Nandi, Arindam & Sahoo, Soham & Haberland, Nicole & Ngô, Thoại D., 2023. "A glass ceiling at the playhouse? Gender gaps in public and private preschool enrollment in India," International Journal of Educational Development, Elsevier, vol. 103(C).
    11. Heather Congdon Fors & Annika Lindskog, 2023. "Son preference and education Inequalities in India: the role of gender-biased fertility strategies and preferential treatment of boys," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1431-1460, July.
    12. Justman, Moshe & Méndez, Susan J., 2018. "Gendered choices of STEM subjects for matriculation are not driven by prior differences in mathematical achievement," Economics of Education Review, Elsevier, vol. 64(C), pages 282-297.
    13. Estefanía Galván, 2022. "Gender Identity and Quality of Employment," Economica, London School of Economics and Political Science, vol. 89(354), pages 409-436, April.
    14. Delaney, Judith M. & Devereux, Paul J., 2019. "Understanding gender differences in STEM: Evidence from college applications✰," Economics of Education Review, Elsevier, vol. 72(C), pages 219-238.
    15. Marc Henry & Romuald Meango & Ismael Mourifie, 2020. "Role models and revealed gender-specific costs of STEM in an extended Roy model of major choice," Papers 2005.09095, arXiv.org, revised Aug 2023.
    16. Liwen Chen & Bobby Chung & Guanghua Wang, 2022. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2022-039, Human Capital and Economic Opportunity Working Group.
    17. Marc Henry & Romuald Meango & Ismael Mourifié, 2020. "Revealing Gender-Specific Costs of STEM in an Extended Roy Model of Major Choice," Working Papers 2020-035, Human Capital and Economic Opportunity Working Group.
    18. Moshe Justman & Susan J. Méndez, 2016. "Gendered Selection of STEM Subjects for Matriculation," Melbourne Institute Working Paper Series wp2016n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    19. Dossi, Gaia & Figlio, David & Giuliano, Paola & Sapienza, Paola, 2021. "Born in the family: Preferences for boys and the gender gap in math," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 175-188.
    20. Montolio, Daniel & Taberner, Pere A., 2021. "Gender differences under test pressure and their impact on academic performance: A quasi-experimental design," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 1065-1090.

    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:eee:injoed:v:96:y:2023:i:c:s0738059322001535. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/international-journal-of-educational-development .

    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.