IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v37y2005i11p1303-1311.html
   My bibliography  Save this article

Deriving conditional and unconditional marginal effects in log earnings equations estimated by Heckman's procedure

Author

Listed:
  • Rodolfo Hoffmann
  • Ana Lucia Kassouf

Abstract

Although the Heckman approach has often been used in empirical analysis, the marginal effects, necessary to interpret the effect of the regressors on the dependent variable, appeared to be overlooked. Using the Heckman approach, general expressions are derived for calculating the conditional and unconditional marginal effects. Based on a sample of Brazilian women, the conditional and unconditional return to education are calculated for the logarithm of earnings equation estimated by Heckman's procedure, comparing them to the marginal effect of education obtained without correcting for selectivity bias. The same analysis is carried out for a discrete variable 'black'.

Suggested Citation

  • Rodolfo Hoffmann & Ana Lucia Kassouf, 2005. "Deriving conditional and unconditional marginal effects in log earnings equations estimated by Heckman's procedure," Applied Economics, Taylor & Francis Journals, vol. 37(11), pages 1303-1311.
    • Handle: RePEc:taf:applec:v:37:y:2005:i:11:p:1303-1311
    DOI: 10.1080/00036840500118614
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00036840500118614
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/00036840500118614?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. Atanu Saha & Oral Capps & Patrick Byrne, 1997. "Calculating marginal effects in models for zero expenditures in household budgets using a Heckman-type correction," Applied Economics, Taylor & Francis Journals, vol. 29(10), pages 1311-1316.
    2. Kassouf, Ana Lucia, 1994. "The Wage Rate Estimation Using the Heckman Procedure," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 14(1), April.
    3. 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.
    4. Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, April.
    5. James P. Smith, 2005. "Female Labor Supply: Theory and Estimation -- Introduction," Labor and Demography 0501007, University Library of Munich, Germany.
    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. Eric Rasmusen, 1995. "Observed Choice, Estimation, and Optimism About Policy Changes," Econometrics 9506004, University Library of Munich, Germany, revised 16 Jun 1995.
    2. Akay, Alpaslan & Tsakas, Elias, 2006. "Second Order Approximation for the Average Marginal Effect of Heckman's Two Step Procedure," Working Papers in Economics 239, University of Gothenburg, Department of Economics.
    3. Kampik, Franziska & Dachs, Bernhard, 2010. "The innovative performance of German multinationals abroad," MPRA Paper 28102, University Library of Munich, Germany.
    4. Evanoff, Douglas D. & Jagtiani, Julapa A. & Nakata, Taisuke, 2011. "Enhancing market discipline in banking: The role of subordinated debt in financial regulatory reform," Journal of Economics and Business, Elsevier, vol. 63(1), pages 1-22.
    5. Goic, Marcel & Rojas, Andrea & Saavedra, Ignacio, 2021. "The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 118-145.
    6. Jaehee Hwang, 2022. "Who Becomes a Fisherman? A Two-Stage Sample Selection Analysis on Small-Scale Fishery Choice and Income in Korea," Sustainability, MDPI, vol. 14(4), pages 1-21, February.
    7. Weichieh Su & Danchi Tan, 2018. "Business Groups and Tax Havens," Journal of Business Ethics, Springer, vol. 153(4), pages 1067-1081, December.
    8. Barak S. Aharonson & Joel A.C. Baum & Maryann P. Feldman, 2004. "Industrial Clustering and the Returns to Inventive Activity Canadian Biotechnology Firms, 1991-2000," DRUID Working Papers 04-03, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    9. Brianna JeeWon Paulich & V. Kumar, 2021. "Relating entertainment features in screenplays to movie performance: an empirical investigation," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1222-1242, November.
    10. Nikolaev, V. & van Lent, L.A.G.M., 2005. "The Endogeneity Bias in the Relation Between Cost-of-Debt Capital and Corporate Disclosure Policy," Other publications TiSEM 5960a342-0adc-4f85-bf87-2, Tilburg University, School of Economics and Management.
    11. Thiele, Silke, 2008. "Elastizitäten der Nachfrage privater Haushalte nach Nahrungsmitteln – Schätzung eines AIDS auf Basis der Einkommens- und Verbrauchsstichprobe 2003," German Journal of Agricultural Economics, Humboldt-Universitaet zu Berlin, Department for Agricultural Economics, vol. 57(05), pages 1-11.
    12. Saim Kashmiri & Vijay Mahajan, 2014. "A Rose by Any Other Name: Are Family Firms Named After Their Founding Families Rewarded More for Their New Product Introductions?," Journal of Business Ethics, Springer, vol. 124(1), pages 81-99, September.
    13. L. Buron & R. Haveman & O. O'Donnell, "undated". "The Utilization of U.S. male labor, 1975-1992: Estimates of foregone work hours," Institute for Research on Poverty Discussion Papers 1059-95, University of Wisconsin Institute for Research on Poverty.
    14. Kashmiri, Saim & Mahajan, Vijay, 2010. "What's in a name?," International Journal of Research in Marketing, Elsevier, vol. 27(3), pages 271-280.
    15. Letícia Xander Russo & Joilson Dias, 2016. "The Health Influence On Returns To Education In Brazil: A Nonlinear Approach," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 200, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    16. Ferraz, Diogo & Ribeiro de Oliveira, Fabíola Cristina, 2018. "Impact of the National Professional Qualification Program (PNQ) on Income: An Econometric Analysis in Piracicaba/SP-Brazil," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(2), pages 105-123.
    17. Colin Vance, 2009. "Marginal effects and significance testing with Heckman's sample selection model: a methodological note," Applied Economics Letters, Taylor & Francis Journals, vol. 16(14), pages 1415-1419.
    18. Yongwook Paik & Heejin Woo, 2017. "The Effects of Corporate Venture Capital, Founder Incumbency, and Their Interaction on Entrepreneurial Firms’ R&D Investment Strategies," Organization Science, INFORMS, vol. 28(4), pages 670-689, August.
    19. Guilhem Bascle, 2008. "Controlling for endogeneity with instrumental variables in strategic management research," Post-Print hal-00576795, HAL.
    20. Alpaslan Akay & Elias Tsakas, 2008. "Asymptotic bias reduction for a conditional marginal effects estimator in sample selection models," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3101-3110.

    More about this item

    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:taf:applec:v:37:y:2005:i:11:p:1303-1311. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.