IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/18066.html
   My bibliography  Save this paper

Competitiveness, Risk Attitudes, and the Gender Gap in Math Achievement

Author

Listed:
  • YAGASAKI Masayuki
  • NAKAMURO Makiko

Abstract

In this paper, we investigate how competitiveness and risk attitudes are related to math achievement among middle school students. We conduct an experiment at six public middle schools in Japan to collect incentivized measures of competitiveness and risk attitudes and merge them with an administrative dataset containing information on students' cognitive achievements. The results from the experiment show that girls are less competitive and exhibit greater risk aversion compared to boys, which are in line with the previous literature. We find that competitiveness is positively correlated with math achievement conditional on students' prior achievements and demographics, while greater risk aversion is associated with higher math achievement (but not with reading and English). Taken together, the results indicate that the gender differences in competitiveness are widening the gender gap in math achievement, but that the gender differences in risk attitudes contribute to narrowing it.

Suggested Citation

  • YAGASAKI Masayuki & NAKAMURO Makiko, 2018. "Competitiveness, Risk Attitudes, and the Gender Gap in Math Achievement," Discussion papers 18066, Research Institute of Economy, Trade and Industry (RIETI).
    • Handle: RePEc:eti:dpaper:18066
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/18e066.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    3. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    4. Christine L. Exley & Muriel Niederle & Lise Vesterlund, 2020. "Knowing When to Ask: The Cost of Leaning In," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 816-854.
    5. 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.
    6. Ola Andersson & Håkan J. Holm & Jean-Robert Tyran & Erik Wengström, 2016. "Risk Aversion Relates to Cognitive Ability: Preferences Or Noise?," Journal of the European Economic Association, European Economic Association, vol. 14(5), pages 1129-1154.
    7. Ernesto Reuben & Paola Sapienza & Luigi Zingales, 2015. "Overconfidence And Preferences For Competition," NBER Working Papers 21695, National Bureau of Economic Research, Inc.
    8. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
    9. 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.
    10. Belzil, Christian & Leonardi, Marco, 2007. "Can risk aversion explain schooling attainments? Evidence from Italy," Labour Economics, Elsevier, vol. 14(6), pages 957-970, December.
    11. 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.
    12. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    13. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    14. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    15. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
    16. Adam M. Lavecchia & Heidi Liu & Philip Oreopoulos, 2014. "Behavioral Economics of Education: Progress and Possibilities," NBER Working Papers 20609, National Bureau of Economic Research, Inc.
    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. Masayuki Yagasaki & Mitsunosuke Morishita, 2018. "How Can We Induce More Women to Competitions?," Papers 1801.10518, arXiv.org.
    19. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    20. Ingvild Almås & Alexander W. Cappelen & Kjell G. Salvanes & Erik Ø. Sørensen & Bertil Tungodden, 2016. "What Explains the Gender Gap in College Track Dropout? Experimental and Administrative Evidence," American Economic Review, American Economic Association, vol. 106(5), pages 296-302, May.
    21. Berge, Lars Ivar Oppedal & Bjorvatn, Kjetil & Garcia Pires, Armando Jose & Tungodden, Bertil, 2015. "Competitive in the lab, successful in the field?," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 303-317.
    22. Lavecchia, A.M. & Liu, H. & Oreopoulos, P., 2016. "Behavioral Economics of Education," Handbook of the Economics of Education,, Elsevier.
    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. Thomas Buser & Noemi Peter & Stefan C. Wolter, 2022. "Willingness to compete, gender and career choices along the whole ability distribution," Experimental Economics, Springer;Economic Science Association, vol. 25(5), pages 1299-1326, November.
    2. 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.
    3. Thomas Buser & Noemi Peter & Stefan Wolter, 2017. "Gender, willingness to compete and career choices along the whole ability distribution," Economics of Education Working Paper Series 0135, University of Zurich, Department of Business Administration (IBW).
    4. Diemo Urbig & Werner Bönte & Vivien D. Procher & Sandro Lombardo, 2020. "Entrepreneurs embrace competition: evidence from a lab-in-the-field study," Small Business Economics, Springer, vol. 55(1), pages 193-214, June.
    5. Almås, Ingvild & Berge, Lars Ivar & Bjorvatn, Kjetil & Somville, Vincent & Tungodden, Bertil, 2020. "Adverse selection into competition: Evidence from a large-scale field experiment in Tanzania," Discussion Paper Series in Economics 19/2020, Norwegian School of Economics, Department of Economics.
    6. Muriel Niederle, 2017. "A Gender Agenda: A Progress Report on Competitiveness," American Economic Review, American Economic Association, vol. 107(5), pages 115-119, May.
    7. Buser, Thomas & Cappelen, Alexander & Tungodden, Bertil, 2021. "Fairness and Willingness to Compete," Discussion Paper Series in Economics 8/2021, Norwegian School of Economics, Department of Economics.
    8. Helena Fornwagner & Monika Pompeo & Nina Serdarevic, 2020. "Him or her? Choosing competition on behalf of someone else," Discussion Papers 2020-13, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
    9. Maggian, Valeria & Montinari, Natalia & Nicolò, Antonio, 2020. "Do quotas help women to climb the career ladder? A laboratory experiment," European Economic Review, Elsevier, vol. 123(C).
    10. Doris, Aedín & O’Neill, Donal & Sweetman, Olive, 2013. "Gender, single-sex schooling and maths achievement," Economics of Education Review, Elsevier, vol. 35(C), pages 104-119.
    11. Etienne Dagorn & David Masclet & Thierry Penard, 2022. "The Behavioral Determinants of School Achievement: A Lab in the Field Experiment in Middle School," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 2022-05, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
    12. Bonnier, Evelina & Dreber, Anna & Hederos, Karin & Sandberg, Anna, 2019. "Exposure to half-dressed women and economic behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 393-418.
    13. Catherine Eckel & Lata Gangadharan & Philip J. Grossman & Nina Xue, 2021. "The gender leadership gap: insights from experiments," Chapters, in: Ananish Chaudhuri (ed.), A Research Agenda for Experimental Economics, chapter 7, pages 137-162, Edward Elgar Publishing.
    14. Koch, Alexander & Nafziger, Julia & Nielsen, Helena Skyt, 2015. "Behavioral economics of education," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 3-17.
    15. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2023. "Adolescent development and the math gender gap," European Economic Review, Elsevier, vol. 158(C).
    16. Daniel Horn & Hubert Janos Kiss, 2018. "Which preferences associate with school performance?—Lessons from an exploratory study with university students," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-32, February.
    17. Wagner, Valentin, 2016. "Seeking risk or answering smart? Framing in elementary schools," DICE Discussion Papers 227, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    18. Delaney, Judith M. & Devereux, Paul J., 2021. "Gender and Educational Achievement: Stylized Facts and Causal Evidence," IZA Discussion Papers 14074, Institute of Labor Economics (IZA).
    19. Bonnier, Evelina & Dreber, Anna & Hederos, Karin & Sandberg, Anna, 2018. "Undressed for Success? The Effects of Half-Naked Women on Economic Behavior," Working Paper Series 6/2018, Stockholm University, Swedish Institute for Social Research.
    20. Riener, Gerhard & Wagner, Valentin, 2017. "Shying away from demanding tasks? Experimental evidence on gender differences in answering multiple-choice questions," Economics of Education Review, Elsevier, vol. 59(C), pages 43-62.

    More about this item

    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:eti:dpaper:18066. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.html .

    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.