IDEAS home Printed from https://ideas.repec.org/p/diw/diwwpp/dp1742.html
   My bibliography  Save this paper

The Gender Gap in Wage Expectations: Do Young Women Trade off Higher Wages for Lower Wage Risk?

Author

Listed:
  • Vaishali Zambre

Abstract

Several studies show that young women start with lower wage expectations than men, even before entering the labor market and that this partly translates into the actual gender wage gap through effects on educational choice and the formation of reservation wages. Building on the theoretical reasoning of compensating differentials proposing that the labor market compensates higher wage risk with higher wages, this study investigates whether the gender gap in wage expectations can be explained by individuals anticipating this form of risk compensation. Relying on a unique survey on German high school graduates in which we elicited information on the entire distribution of expected wages, this study documents that already at this early stage, female students expect to earn around 16% less than their male counterparts. At the same time, they expect lower wage risk as measured by the individual-specific dispersion in wage expectations. I decompose the gender gap into components attributable to socio-demographic factors, academic performance and skills, intended college major choice, career motives, personality traits, economic preferences, measures for students’ confidence and expected wage risk. The results indicate that anticipated compensation for wage risk plays a major role in explaining the gender gap in wage expectations suggesting that females have lower wage expectations because they are willing to trade off higher wages for lower wage risk. The results of this study shed light on why young women make different choices regarding education and careers, thereby enhancing our understanding of the observed gender wage gap.

Suggested Citation

  • Vaishali Zambre, 2018. "The Gender Gap in Wage Expectations: Do Young Women Trade off Higher Wages for Lower Wage Risk?," Discussion Papers of DIW Berlin 1742, DIW Berlin, German Institute for Economic Research.
  • Handle: RePEc:diw:diwwpp:dp1742
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.592799.de/dp1742.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Telhado Pereira, Pedro & Silva Martins, Pedro, 2002. "Is there a return-risk link in education?," Economics Letters, Elsevier, vol. 75(1), pages 31-37, March.
    2. Schweri, Juerg & Hartog, Joop, 2014. "Do wage expectations influence the decision to enroll in nursing college?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100542, Verein für Socialpolitik / German Economic Association.
    3. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    4. Jeff Dominitz & Charles F. Manski, 1996. "Eliciting Student Expectations of the Returns to Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 1-26.
    5. Arcidiacono, Peter & Hotz, V. Joseph & Maurel, Arnaud & Romano, Teresa, 2014. "Recovering Ex Ante Returns and Preferences for Occupations using Subjective Expectations Data," IZA Discussion Papers 8549, Institute of Labor Economics (IZA).
    6. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    7. Attanasio, Orazio P. & Kaufmann, Katja M., 2017. "Education choices and returns on the labor and marriage markets: Evidence from data on subjective expectations," Journal of Economic Behavior & Organization, Elsevier, vol. 140(C), pages 35-55.
    8. Francine D. Blau & Marianne A. Ferber, 1991. "Career Plans and Expectations of Young Women and Men: The Earnings Gap and Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 26(4), pages 581-607.
    9. 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.
    10. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    11. Botelho, Anabela & Pinto, Ligia Costa, 2004. "Students' expectations of the economic returns to college education: results of a controlled experiment," Economics of Education Review, Elsevier, vol. 23(6), pages 645-653, December.
    12. Maria K. Humlum & Kristin J. Kleinjans & Helena S. Nielsen, 2012. "An Economic Analysis Of Identity And Career Choice," Economic Inquiry, Western Economic Association International, vol. 50(1), pages 39-61, January.
    13. Arnaud Chevalier, 2007. "Education, Occupation and Career Expectations: Determinants of the Gender Pay Gap for UK Graduates," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 819-842, December.
    14. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David & Sunde, Uwe, 2007. "Cross-sectional earnings risk and occupational sorting: The role of risk attitudes," Labour Economics, Elsevier, vol. 14(6), pages 926-937, December.
    15. Mazza, Jacopo & Hartog, Joop, 2011. "Do They Understand the Benefits from Education? Evidence on Dutch High School Students’ Earnings Expectations," IZA Discussion Papers 5714, Institute of Labor Economics (IZA).
    16. Belfield, Chris & Boneva, Teodora & Rauh, Christopher & Shaw, Jonathan, 2016. "Money or Fun? Why Students Want to Pursue Further Education," IZA Discussion Papers 10136, Institute of Labor Economics (IZA).
    17. Peter, Frauke H. & Zambre, Vaishali, 2017. "Intended college enrollment and educational inequality: Do students lack information?," Economics of Education Review, Elsevier, vol. 60(C), pages 125-141.
    18. Filippin, Antonio, 2003. "Discrimination and Workers' Expectations," Royal Economic Society Annual Conference 2003 78, Royal Economic Society.
    19. Frauke H. Peter & Alessandra Rusconi & Heike Solga & C. Katharina Spieß & Vaishali Zambre, 2016. "Informationen zum Studium verringern soziale Unterschiede bei der Studienabsicht von AbiturientInnen," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 83(26), pages 555-565.
    20. Filippin, Antonio & Ichino, Andrea, 2005. "Gender wage gap in expectations and realizations," Labour Economics, Elsevier, vol. 12(1), pages 125-145, February.
    21. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    22. Antonio Filippin, 2003. "Discrimination and workers' expectations," Departmental Working Papers 2003-15, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    23. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    24. Schweri, Juerg & Hartog, Joop & Wolter, Stefan C., 2011. "Do students expect compensation for wage risk?," Economics of Education Review, Elsevier, vol. 30(2), pages 215-227, April.
    25. Caliendo, Marco & Lee, Wang-Sheng & Mahlstedt, Robert, 2017. "The gender wage gap and the role of reservation wages: New evidence for unemployed workers," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 161-173.
    26. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    27. Koerselman, Kristian & Uusitalo, Roope, 2014. "The risk and return of human capital investments," Labour Economics, Elsevier, vol. 30(C), pages 154-163.
    28. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    29. Marco Caliendo & Ludovica Gambaro & Peter Haan, 2009. "The impact of income taxation on the ratio between reservation and market wages and the incentives for labour supply," Applied Economics Letters, Taylor & Francis Journals, vol. 16(9), pages 877-883.
    30. Webbink, Dinand & Hartog, Joop, 2004. "Can students predict starting salaries? Yes!," Economics of Education Review, Elsevier, vol. 23(2), pages 103-113, April.
    31. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    32. Ruder, Alexander I. & Van Noy, Michelle, 2017. "Knowledge of earnings risk and major choice: Evidence from an information experiment," Economics of Education Review, Elsevier, vol. 57(C), pages 80-90.
    33. Vischer, Thomas & Dohmen, Thomas & Falk, Armin & Huffman, David & Schupp, Jürgen & Sunde, Uwe & Wagner, Gert G., 2013. "Validating an ultra-short survey measure of patience," Economics Letters, Elsevier, vol. 120(2), pages 142-145.
    34. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    35. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    36. Antonio Filippin, 2003. "Discrimination and workers' expectations: experimental evidence," Departmental Working Papers 2003-16, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    37. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    38. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    39. John Jerrim, 2015. "Do college students make better predictions of their future income than young adults in the labor force?," Education Economics, Taylor & Francis Journals, vol. 23(2), pages 162-179, April.
    40. Stefan C. Wolter, 2000. "Wage Expectations: A Comparison of Swiss and US Students," Kyklos, Wiley Blackwell, vol. 53(1), pages 51-69, February.
    41. Joop Hartog, 2011. "Chapter 4 A Risk Augmented Mincer Earnings Equation? Taking Stock," Research in Labor Economics, in: Research in Labor Economics, pages 129-173, Emerald Group Publishing Limited.
    42. Charles F. Manski, 1993. "Adolescent Econometricians: How Do Youth Infer the Returns to Schooling?," NBER Chapters, in: Studies of Supply and Demand in Higher Education, pages 43-60, National Bureau of Economic Research, Inc.
    43. Claire Bonnard & Jean-Fran�ois Giret & Marielle Lambert-Le Mener, 2014. "Educational intentions, cognitive skills and earnings expectations of French undergraduates," Applied Economics Letters, Taylor & Francis Journals, vol. 21(18), pages 1293-1296, December.
    44. Montmarquette, Claude & Cannings, Kathy & Mahseredjian, Sophie, 2002. "How do young people choose college majors?," Economics of Education Review, Elsevier, vol. 21(6), pages 543-556, December.
    45. Giorgio Brunello & Claudio Lucifora & Rudolf Winter-Ebmer, 2004. "The Wage Expectations of European Business and Economics Students," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
    46. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    47. Koch, Alexander & Nafziger, Julia & Nielsen, Helena Skyt, 2015. "Behavioral economics of education," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 3-17.
    48. Filippin, Antonio, 2003. "Discrimination and Workers' Expectations: Experimental Evidence," IZA Discussion Papers 824, Institute of Labor Economics (IZA).
    49. Guiso, Luigi & Jappelli, Tullio & Pistaferri, Luigi, 2002. "An Empirical Analysis of Earnings and Employment Risk," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 241-253, April.
    50. Michael Weinhardt & Jürgen Schupp, 2011. "Multi-Itemskalen im SOEP Jugendfragebogen," Data Documentation 60, DIW Berlin, German Institute for Economic Research.
    51. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    52. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
    53. Luis Diaz-Serrano & Joop Hartog & William Nilsson & Hans van Ophem & Po Yang, 2016. "Student Earnings Expectations: Heterogeneity or Noise?," CESifo Working Paper Series 6110, CESifo.
    54. Schweri, Juerg & Hartog, Joop, 2017. "Do wage expectations predict college enrollment? Evidence from healthcare," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 135-150.
    55. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    56. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    57. Hartog, Joop & Vijverberg, Wim P.M., 2007. "On compensation for risk aversion and skewness affection in wages," Labour Economics, Elsevier, vol. 14(6), pages 938-956, December.
    58. Huntington-Klein, Nick, 2015. "Subjective and projected returns to education," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 10-25.
    59. Attanasio, Orazio P. & Kaufmann, Katja M., 2014. "Education choices and returns to schooling: Mothers' and youths' subjective expectations and their role by gender," Journal of Development Economics, Elsevier, vol. 109(C), pages 203-216.
    60. Bernd Frick & Michael Maihaus, 2016. "The structure and determinants of expected and actual starting salaries of higher education students in Germany: identical or different?," Education Economics, Taylor & Francis Journals, vol. 24(4), pages 374-392, August.
    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. Kiessling, Lukas & Pinger, Pia & Seegers, Philipp & Bergerhoff, Jan, 2024. "Gender differences in wage expectations and negotiation," Labour Economics, Elsevier, vol. 87(C).
    2. Jan Berkes & Frauke Peter & C. Katharina Spiess & Felix Weinhardt, 2022. "Information Provision and Postgraduate Studies," Economica, London School of Economics and Political Science, vol. 89(355), pages 627-646, July.
    3. Lukas Kiessling & Pia Pinger & Philipp Seegers & Jan Bergerhoff, 2019. "Gender Differences in Wage Expectations: Sorting, Children, and Negotiation Styles," CESifo Working Paper Series 7827, CESifo.
    4. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.

    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. Schweri, Juerg & Hartog, Joop, 2017. "Do wage expectations predict college enrollment? Evidence from healthcare," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 135-150.
    2. Pamela Giustinelli, 2022. "Expectations in Education: Framework, Elicitation, and Evidence," Working Papers 2022-026, Human Capital and Economic Opportunity Working Group.
    3. Diaz-Serrano, Luis & Nilsson, William, 2022. "The reliability of students’ earnings expectations," Labour Economics, Elsevier, vol. 76(C).
    4. Koşar, Gizem & van der Klaauw, Wilbert, 2023. "Workers' Perceptions of Earnings Growth and Employment Risk," IZA Discussion Papers 16013, Institute of Labor Economics (IZA).
    5. Ana Fernandes & Martin Huber & Giannina Vaccaro, 2021. "Gender differences in wage expectations," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-24, June.
    6. Patnaik, Arpita & Venator, Joanna & Wiswall, Matthew & Zafar, Basit, 2022. "The role of heterogeneous risk preferences, discount rates, and earnings expectations in college major choice," Journal of Econometrics, Elsevier, vol. 231(1), pages 98-122.
    7. Kiessling, Lukas & Pinger, Pia & Seegers, Philipp K. & Bergerhoff, Jan, 2019. "Gender Differences in Wage Expectations: Sorting, Children, and Negotiation Styles," IZA Discussion Papers 12522, Institute of Labor Economics (IZA).
    8. Schweri, Juerg & Hartog, Joop & Wolter, Stefan C., 2011. "Do students expect compensation for wage risk?," Economics of Education Review, Elsevier, vol. 30(2), pages 215-227, April.
    9. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    10. Kiessling, Lukas & Pinger, Pia & Seegers, Philipp & Bergerhoff, Jan, 2024. "Gender differences in wage expectations and negotiation," Labour Economics, Elsevier, vol. 87(C).
    11. Nordman, Christophe Jalil & Sarr, Leopold & Sharma, Smriti, 2015. "Cognitive, Non-Cognitive Skills and Gender Wage Gaps: Evidence from Linked Employer-Employee Data in Bangladesh," IZA Discussion Papers 9132, Institute of Labor Economics (IZA).
    12. Margarita Kiryushina & Victor Rudakov, 2021. "The Gender Gap in Early-Career Wages of Universities' and Vocational Education Institutes' Graduates," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    13. Кирюшина М. А. & Рудаков В. Н., 2021. "Гендерные Различия В Заработной Плате Выпускников Вузов И Учреждений Спо На Начальном Этапе Карьеры," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 2, pages 172-198.
    14. Ramskogler, Paul & Riedl, Aleksandra & Schoiswohl, Florian, 2020. "Swinging female labor demand – How the public sector influences gender wage gaps in Europe," Department of Economics Working Paper Series 302, WU Vienna University of Economics and Business.
    15. Liam Delaney & Colm Harmon & Cathy Remond, 2010. "Decomposing Gender Differences in College Student Earnings Expectations," Working Papers 201038, Geary Institute, University College Dublin.
    16. Leonora Risse & Lisa Farrell & Tim R L Fry, 2018. "Personality and pay: do gender gaps in confidence explain gender gaps in wages?," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 919-949.
    17. Osikominu, Aderonke & Pfeifer, Gregor, 2018. "Perceived Wages and the Gender Gap in STEM Fields," IZA Discussion Papers 11321, Institute of Labor Economics (IZA).
    18. Briel, Stephanie & Osikominu, Aderonke & Pfeifer, Gregor & Reutter, Mirjam & Satlukal, Sascha, 2020. "Overconfidence and Gender Differences in Wage Expectations," IZA Discussion Papers 13517, Institute of Labor Economics (IZA).
    19. Ksenia V. Rozhkova & Natalya Yemelina & Sergey Yu. Roshchin, 2021. "Can Non-Cognitive Skills Explain The Gender Wage Gap In Russia? An Unconditional Quantile Regression Approach," HSE Working papers WP BRP 252/EC/2021, National Research University Higher School of Economics.
    20. Sam Jones & Ricardo Santos & Gimelgo Xirinda, 2020. "Misinformed, mismatched, or misled?: Explaining the gap between expected and realized graduate earnings in Mozambique," WIDER Working Paper Series wp-2020-47, World Institute for Development Economic Research (UNU-WIDER).

    More about this item

    Keywords

    Wage expectations; gender gap; wage risk; risk compensation;
    All these keywords.

    JEL classification:

    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation

    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:diw:diwwpp:dp1742. 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: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/diwbede.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.