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Missing wages: How to test for biased estimates in wage functions?

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  • Fertig, Michael
  • Görlitz, Katja

Abstract

This paper investigates how to test for nonresponse selection bias in wage functions induced by missing income information. We suggest an “easy-to-implement” approach which requires information on interviewer IDs and the interview date rather than hard-to-get interviewer characteristics.

Suggested Citation

  • Fertig, Michael & Görlitz, Katja, 2013. "Missing wages: How to test for biased estimates in wage functions?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 118(2), pages 269-271.
    • Handle: RePEc:zbw:espost:148299
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    References listed on IDEAS

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    1. Christopher R. Bollinger & Barry T. Hirsch, 2013. "Is Earnings Nonresponse Ignorable?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 407-416, May.
    2. Regina Riphahn & Oliver Serfling, 2005. "Item non-response on income and wealth questions," Empirical Economics, Springer, vol. 30(2), pages 521-538, September.
    3. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    4. Zweimuller, Josef, 1992. "Survey non-response and biases in wage regressions," Economics Letters, Elsevier, vol. 39(1), pages 105-109, May.
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    6. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
    7. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    8. Burton, Jonathan & Sala, Emanuela & Knies, Gundi, 2010. "Correlates of obtaining informed consent to data linkage: respondent, interview and interviewer characteristics," ISER Working Paper Series 2010-28, Institute for Social and Economic Research.
    9. Stefan Bender & Michael Fertig & Katja Görlitz & Martina Huber & Alexandra Schmucker, 2009. "WeLL – Unique Linked Employer-Employee Data on Further Training in Germany," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 129(4), pages 637-643.
    10. 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.
    11. Alfonso Sousa-Poza & Fred Henneberger, 2000. "Wage data collected by telephone interviews: an empirical analysis of the item nonresponse problem and its implications for the estimation of wage functions," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(I), pages 79-98, March.
    12. Emanuela Sala & Jonathan Burton & Gundi Knies, 2012. "Correlates of Obtaining Informed Consent to Data Linkage," Sociological Methods & Research, , vol. 41(3), pages 414-439, August.
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    Cited by:

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    2. Bachmann, Ronald & Bechara, Peggy & Felder, Rahel & Rzepka, Sylvi & Schaffner, Sandra & Tamm, Marcus, 2015. "Risiken atypischer Beschäftigungsformen für die berufliche Entwicklung und Erwerbseinkommen im Lebensverlauf: Endbericht," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 236525.

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    More about this item

    Keywords

    Item nonresponse; Wages; Selection model;
    All these keywords.

    JEL classification:

    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General

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