IDEAS home Printed from https://ideas.repec.org/p/feb/framed/00745.html
   My bibliography  Save this paper

How Early Adolescent Skills and Preferences Shape Economics Education Choices

Author

Listed:
  • Lenka Fiala
  • John Eric Humphries
  • Juanna Joensen
  • Uditi Karna
  • John List
  • Gregory Veramendi

Abstract

Leveraging data from Sweden and Chicago, we study the educational pipeline for STEM and economics majors to better understand the determinants of the gender gap, and when these determinants arise. We present three findings. First, females are less likely to select STEM courses in high school, despite equal or better preparation. Second, there are important gender differences in preferences and beliefs, even conditional on ability. Third, early differences in preferences and beliefs explain more of the gaps in high school sorting than other candidate variables. High school sorting then explains a large portion of the gender difference in college majors.

Suggested Citation

  • Lenka Fiala & John Eric Humphries & Juanna Joensen & Uditi Karna & John List & Gregory Veramendi, 2022. "How Early Adolescent Skills and Preferences Shape Economics Education Choices," Framed Field Experiments 00745, The Field Experiments Website.
    • Handle: RePEc:feb:framed:00745
    as

    Download full text from publisher

    File URL: http://s3.amazonaws.com/fieldexperiments-papers2/papers/00745.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    2. Tatyana Avilova & Claudia Goldin, 2018. "What Can UWE Do for Economics?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 186-190, May.
    3. Levine, Phillip B & Zimmerman, David J, 1995. "The Benefit of Additional High-School Math and Science Classes for Young Men and Women," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 137-149, April.
    4. Paglin, Morton & Rufolo, Anthony M, 1990. "Heterogeneous Human Capital, Occupational Choice, and Male-Female Earnings Differences," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 123-144, January.
    5. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    6. Kalena E. Cortes & Joshua S. Goodman & Takako Nomi, 2015. "Intensive Math Instruction and Educational Attainment: Long-Run Impacts of Double-Dose Algebra," Journal of Human Resources, University of Wisconsin Press, vol. 50(1), pages 108-158.
    7. Adam Altmejd & Andrés Barrios-Fernández & Marin Drlje & Joshua Goodman & Michael Hurwitz & Dejan Kovac & Christine Mulhern & Christopher Neilson & Jonathan Smith, 2021. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1831-1886.
    8. Joseph G. Altonji, 1995. "The Effects of High School Curriculum on Education and Labor Market Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 30(3), pages 409-438.
    9. María F. Prada & Sergio Urzúa, 2017. "One Size Does Not Fit All: Multiple Dimensions of Ability, College Attendance, and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 953-991.
    10. Matthew A. Kraft & John A. List & Jeffrey A. Livingston & Sally Sadoff, 2022. "Online Tutoring by College Volunteers: Experimental Evidence from a Pilot Program," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 614-618, May.
    11. Devereux, Paul J. & Delaney, Judith, 2021. "Gender and Educational Achievement: Stylized Facts and Causal Evidence," CEPR Discussion Papers 15753, C.E.P.R. Discussion Papers.
    12. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    13. Breda, Thomas & Napp, Clotilde, 2019. "Girls' Comparative Advantage in Reading Can Largely Account for the Gender Gap in Math-Intensive Fields," IZA Discussion Papers 12503, Institute of Labor Economics (IZA).
    14. Carolyn Sloane & Erik Hurst & Dan Black, 2019. "A Cross-Cohort Analysis of Human Capital Specialization and the College Gender Wage Gap," NBER Working Papers 26348, National Bureau of Economic Research, Inc.
    15. Christopher S. Cotton & Brent R. Hickman & John A. List & Joseph Price & Sutanuka Roy, 2020. "Productivity Versus Motivation in Adolescent Human Capital Production: Evidence from a Structurally-Motivated Field Experiment," Working Papers 2020-150, Becker Friedman Institute for Research In Economics.
    16. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    17. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2009. "Is there a Causal Effect of High School Math on Labor Market Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    18. Heather Rose & Julian R. Betts, 2004. "The Effect of High School Courses on Earnings," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 497-513, May.
    19. Christiansen, Charlotte & Joensen, Juanna Schroter & Nielsen, Helena Skyt, 2007. "The risk-return trade-off in human capital investment," Labour Economics, Elsevier, vol. 14(6), pages 971-986, December.
    20. Donna K. Ginther & Shulamit Kahn, 2004. "Women in Economics: Moving Up or Falling Off the Academic Career Ladder?," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 193-214, Summer.
    21. Joensen, Juanna Schrøter & Nielsen, Helena Skyt, 2018. "Spillovers in education choice," Journal of Public Economics, Elsevier, vol. 157(C), pages 158-183.
    22. David Card & A. Abigail Payne, 2021. "High School Choices And The Gender Gap In Stem," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 9-28, January.
    23. Esteban Aucejo & Jonathan James, 2021. "The Path to College Education: The Role of Math and Verbal Skills," Journal of Political Economy, University of Chicago Press, vol. 129(10), pages 2905-2946.
    24. Josh Kinsler & Ronni Pavan, 2015. "The Specificity of General Human Capital: Evidence from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 33(4), pages 933-972.
    25. Margaret Levenstein, 2020. "Report: Committee on the Status of Women in the Economics Profession (CSWEP)," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 726-736, May.
    26. 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.
    27. Luke Holman & Devi Stuart-Fox & Cindy E Hauser, 2018. "The gender gap in science: How long until women are equally represented?," PLOS Biology, Public Library of Science, vol. 16(4), pages 1-20, April.
    28. Carolyn M. Sloane & Erik G. Hurst & Dan A. Black, 2021. "College Majors, Occupations, and the Gender Wage Gap," Journal of Economic Perspectives, American Economic Association, vol. 35(4), pages 223-248, Fall.
    29. Delaney, Judith M. & Devereux, Paul J., 2020. "Math matters! The importance of mathematical and verbal skills for degree performance," Economics Letters, Elsevier, vol. 186(C).
    30. Altonji, J.G. & Arcidiacono, P. & Maurel, A., 2016. "The Analysis of Field Choice in College and Graduate School," Handbook of the Economics of Education,, Elsevier.
    31. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2014. "Trends in Earnings Differentials across College Majors and the Changing Task Composition of Jobs," American Economic Review, American Economic Association, vol. 104(5), pages 387-393, May.
    32. Cortes, Kalena E. & Goodman, Joshua Samuel & Nomi, Takako, 2015. "Intensive Math Instruction and Educational Attainment," Scholarly Articles 34298862, Harvard Kennedy School of Government.
    33. 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.
    34. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    35. Joshua Goodman, 2019. "The Labor of Division: Returns to Compulsory High School Math Coursework," Journal of Labor Economics, University of Chicago Press, vol. 37(4), pages 1141-1182.
    36. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2016. "Mathematics and Gender: Heterogeneity in Causes and Consequences," Economic Journal, Royal Economic Society, vol. 126(593), pages 1129-1163, June.
    37. Shelly Lundberg & Jenna Stearns, 2019. "Women in Economics: Stalled Progress," Journal of Economic Perspectives, American Economic Association, vol. 33(1), pages 3-22, Winter.
    38. Thomas Buser & Noemi Peter & Stefan C. Wolter, 2017. "Gender, Competitiveness, and Study Choices in High School: Evidence from Switzerland," American Economic Review, American Economic Association, vol. 107(5), pages 125-130, May.
    39. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    40. Kahn, Shulamit, 1993. "Gender Differences in Academic Career Paths of Economists," American Economic Review, American Economic Association, vol. 83(2), pages 52-56, May.
    41. Altonji, Joseph G, 1993. "The Demand for and Return to Education When Education Outcomes Are Uncertain," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 48-83, January.
    42. Taylor, Eric, 2014. "Spending more of the school day in math class: Evidence from a regression discontinuity in middle school," Journal of Public Economics, Elsevier, vol. 117(C), pages 162-181.
    43. Jeff Grogger & Eric Eide, 1995. "Changes in College Skills and the Rise in the College Wage Premium," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 280-310.
    44. 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.
    45. Christopher Cotton & Brent R. Hickman & John A. List & Joseph Price & Sutanuka Roy, 2020. "Disentangling Motivation and Study Productivity as Drivers of Adolescent Human Capital Formation: Evidence from a Field Experiment and Structural Analysis," NBER Working Papers 27995, National Bureau of Economic Research, Inc.
    46. Devereux, Paul J. & Delaney, Judith, 2019. "Understanding Gender Differences in STEM: Evidence from College Applications," CEPR Discussion Papers 13558, C.E.P.R. Discussion Papers.
    47. Ahu Gemici & Matthew Wiswall, 2014. "Evolution Of Gender Differences In Post‐Secondary Human Capital Investments: College Majors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 23-56, February.
    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. Amanda Chuan & John A. List & Anya Samek & Shreemayi Samujjwala, 2022. "Parental Investments in Early Childhood and the Gender Gap in Math and Literacy," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 603-608, May.
    2. Ronald B. Davies & Zuzanna Studnicka, 2023. "A review of submissions to International Tax and Public Finance, 2010–2020," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(4), pages 1185-1201, August.
    3. John Eric Humphries & Juanna Schrøter Joensen & Gregory F. Veramendi, 2024. "The Gender Wage Gap: Skills, Sorting, and Returns," AEA Papers and Proceedings, American Economic Association, vol. 114, pages 259-264, May.

    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. Marta De Philippis, 2023. "STEM Graduates and Secondary School Curriculum: Does Early Exposure to Science Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 58(6), pages 1914-1947.
    2. Jia, Ning, 2021. "Do stricter high school math requirements raise college STEM attainment?," Economics of Education Review, Elsevier, vol. 83(C).
    3. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    4. Kerstin Grosch & Simone Haeckl & Martin G. Kocher, 2022. "Closing the Gender STEM Gap - A Large-Scale Randomized-Controlled Trial in Elementary Schools," CESifo Working Paper Series 9907, CESifo.
    5. Grosch, Kerstin & Häckl, Simone & Kocher, Martin G., 2022. "Closing the gender STEM gap," Department of Economics Working Paper Series 329, WU Vienna University of Economics and Business.
    6. Biewen, Martin & Schwerter, Jakob, 2019. "Does More Math in High School Increase the Share of Female STEM Workers? Evidence from a Curriculum Reform," IZA Discussion Papers 12236, Institute of Labor Economics (IZA).
    7. Hemelt, Steven W. & Lenard, Matthew A., 2020. "Math acceleration in elementary school: Access and effects on student outcomes," Economics of Education Review, Elsevier, vol. 74(C).
    8. John Eric Humphries & Juanna Joensen & Gregory Veramendi, 2017. "College Major Choice: Sorting and Differential Returns to Skills," 2017 Meeting Papers 1623, Society for Economic Dynamics.
    9. 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.
    10. Joshua Goodman, 2019. "The Labor of Division: Returns to Compulsory High School Math Coursework," Journal of Labor Economics, University of Chicago Press, vol. 37(4), pages 1141-1182.
    11. Fernando Saltiel, 2019. "What's Math Got to Do With It? Multidimensional Ability and the Gender Gap in STEM," 2019 Meeting Papers 1201, Society for Economic Dynamics.
    12. Delaney, Judith M. & Devereux, Paul J., 2021. "High School Rank in Math and English and the Gender Gap in STEM," Labour Economics, Elsevier, vol. 69(C).
    13. Gordon Dahl & Dan-Olof Rooth & Anders Stenberg, 2020. "High School Majors, Comparative (Dis)Advantage, and Future Earnings," NBER Working Papers 27524, National Bureau of Economic Research, Inc.
    14. Joensen, Juanna Schrøter & Nielsen, Helena Skyt, 2018. "Spillovers in education choice," Journal of Public Economics, Elsevier, vol. 157(C), pages 158-183.
    15. Katja Görlitz & Christina Gravert, 2018. "The effects of a high school curriculum reform on university enrollment and the choice of college major," Education Economics, Taylor & Francis Journals, vol. 26(3), pages 321-336, May.
    16. Dahl, Gordon B. & Rooth, Dan-Olof & Stenberg, Anders, 2020. "Long-Run Returns to Field of Study in Secondary School," IZA Discussion Papers 13508, Institute of Labor Economics (IZA).
    17. Joseph G. Altonji & Peter Arcidiacono & Arnaud Maurel, 2015. "The Analysis of Field Choice in College and Graduate School: Determinants and Wage Effects," NBER Working Papers 21655, National Bureau of Economic Research, Inc.
    18. Tarun Jain & Abhiroop Mukhopadhyay & Nishith Prakash & Raghav Rakesh, 2022. "Science education and labor market outcomes in a developing economy," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 741-763, April.
    19. Di Paolo, Antonio & Tansel, Aysit, 2017. "Analyzing Wage Differentials by Fields of Study: Evidence from Turkey," MPRA Paper 80299, University Library of Munich, Germany.
    20. Dougherty, Shaun & Goodman, Joshua & Hill, Darryl & Litke, Erica & Page, Lindsay C., 2015. "Early Math Coursework and College Readiness: Evidence from Targeted Middle School Math Acceleration," Working Paper Series rwp15-044, Harvard University, John F. Kennedy School of Government.

    More about this item

    JEL classification:

    • A22 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - Undergraduate
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    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:feb:framed:00745. 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: Francesca Pagnotta (email available below). General contact details of provider: http://www.fieldexperiments.com .

    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.