IDEAS home Printed from https://ideas.repec.org/a/mth/ber888/v12y2022i2p46-60.html
   My bibliography  Save this article

Estimating Occupation and Location Specific Wages over the Life Cycle

Author

Listed:
  • Elias Ilin
  • Ellyn Terry

Abstract

In this paper we develop a novel method to project location specific life cycle wages for all occupations listed in the Bureau of Labor Statistics Occupational Outlook Handbook. Our method builds on the commonly used Mincer equation and improves it by providing a more nuanced relationship between years of experience and wages while also incorporating occupation and location specific factors. Our method consists of two steps. In the first step, we use individual level data from the Current Population Survey (CPS) to estimate the average number of years of experience associated with each percentile of the wage distribution. In the second step, we map this estimated average years of experience to the wage level percentiles reported in the Occupational Employment and Wage Statistics (OEWS) data for each occupation and area. Finally, we develop a model capable of projecting the trajectory of wages across all possible years of experience for each occupation in the OEWS data.

Suggested Citation

  • Elias Ilin & Ellyn Terry, 2022. "Estimating Occupation and Location Specific Wages over the Life Cycle," Business and Economic Research, Macrothink Institute, vol. 12(2), pages 46-60, December.
    • Handle: RePEc:mth:ber888:v:12:y:2022:i:2:p:46-60
    as

    Download full text from publisher

    File URL: https://www.macrothink.org/journal/index.php/ber/article/download/19731/15373
    Download Restriction: no
    File URL: https://www.macrothink.org/journal/index.php/ber/article/view/19731
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Congressional Budget Office, 2019. "The Effects on Employment and Family Income of Increasing the Federal Minimum Wage," Reports 55410, Congressional Budget Office.
    2. David Lagakos & Benjamin Moll & Tommaso Porzio & Nancy Qian & Todd Schoellman, 2018. "Life Cycle Wage Growth across Countries," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 797-849.
    3. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    4. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
    5. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    6. David S. Lee, 1999. "Wage Inequality in the United States During the 1980s: Rising Dispersion or Falling Minimum Wage?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 977-1023.
    7. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    8. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    9. Rubinstein, Yona & Weiss, Yoram, 2006. "Post Schooling Wage Growth: Investment, Search and Learning," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 1, pages 1-67, 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. Felicia Ionescu, 2011. "Risky Human Capital and Alternative Bankruptcy Regimes for Student Loans," Journal of Human Capital, University of Chicago Press, vol. 5(2), pages 153-206.
    2. Carpio, Miguel Angel, 2011. "Do pension wealth, pension cost and the nature of pension system affect coverage? Evidence from a country where pay-as-you-go and funded systems coexist," MPRA Paper 34926, University Library of Munich, Germany.
    3. Arellano-Bover, Jaime & Saltiel, Fernando, 2021. "Differences in On-the-Job Learning across Firms," IZA Discussion Papers 14473, Institute of Labor Economics (IZA).
    4. Barry R. Chiswick, 2006. "Jacob Mincer, Experience and the Distribution of Earnings," Springer Books, in: Shoshana Grossbard (ed.), Jacob Mincer A Pioneer of Modern Labor Economics, chapter 10, pages 109-126, Springer.
    5. Serneels, Pieter & Beegle, Kathleen & Dillon, Andrew, 2017. "Do returns to education depend on how and whom you ask?," Economics of Education Review, Elsevier, vol. 60(C), pages 5-19.
    6. Heinze, Anja & Beninger, Denis & Beblo, Miriam & Laisney, François, 2003. "Measuring Selectivity-Corrected Gender Wage Gaps in the EU," ZEW Discussion Papers 03-74, ZEW - Leibniz Centre for European Economic Research.
    7. Amavilah, Voxi Heinrich, 2013. "The Love Aspects of Human Capital and the Economic Activity of Countries," MPRA Paper 52686, University Library of Munich, Germany.
    8. Marotzke, Petra, 2013. "Job Search and the Age-Inequality Profile," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 80007, Verein für Socialpolitik / German Economic Association.
    9. Carl Sanders & Christopher Taber, 2012. "Life-Cycle Wage Growth and Heterogeneous Human Capital," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 399-425, July.
    10. Polachek, Solomon W., 2008. "Earnings Over the Life Cycle: The Mincer Earnings Function and Its Applications," Foundations and Trends(R) in Microeconomics, now publishers, vol. 4(3), pages 165-272, April.
    11. Justin Doran & Bernard Fingleton, 2015. "Resilience from the micro perspective," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 205-223.
    12. Growiec, Jakub, 2010. "Human Capital, Aggregation, And Growth," Macroeconomic Dynamics, Cambridge University Press, vol. 14(2), pages 189-211, April.
    13. Magnac, Thierry & Roux, Sébastien, 2021. "Heterogeneity and wage inequalities over the life cycle," European Economic Review, Elsevier, vol. 134(C).
    14. Denis Maguain, 2007. "Les rendements de l'éducation en comparaison internationale," Économie et Prévision, Programme National Persée, vol. 180(4), pages 87-106.
    15. Kenneth L. Sørensen & Rune Vejlin, 2014. "Return To Experience And Initial Wage Level: Do Low Wage Workers Catch Up?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 984-1006, September.
    16. Guataqui, Juan Carlos & García Suaza, Andrés Felipe & Rodríguez, Mauricio, 2009. "Estimaciones de los determinantes de los ingresos laborales en Colombia con consideraciones diferenciales para asalariados y cuenta propia," Documentos de Trabajo 5756, Universidad del Rosario.
    17. Gustavo Yamada, 2007. "Retornos a la educación superior en el mercado laboral: ¿vale la pena el esfuerzo?," Diagnóstico y propuesta, Consorcio de Investigación Económica y Social.
    18. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2008. "Earnings Functions and Rates of Return," Journal of Human Capital, University of Chicago Press, vol. 2(1), pages 1-31.
    19. Nikolov, Plamen & Jimi, Nusrat & Chang, Jerray, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Labour Economics, Elsevier, vol. 65(C).
    20. Rosario Aldunate, 2019. "Returns to Work Experience in Chile," Working Papers Central Bank of Chile 855, Central Bank of Chile.

    More about this item

    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

    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:mth:ber888:v:12:y:2022:i:2:p:46-60. 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: Technical Support Office (email available below). General contact details of provider: http://www.macrothink.org/journal/index.php/ber .

    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.