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Measurement error in minimum wage evaluations using survey data

Author

Listed:
  • Bossler, Mario

    (Institute for Employment Research (IAB), Nuremberg, Germany ; LASER)

  • Westermeier, Christian

    (Institute for Employment Research (IAB), Nuremberg, Germany)

Abstract

"We assess the role of measurement error in minimum wage evaluations when the treatment variable - the bite - is inferred from a survey wage distribution. We conduct Monte Carlo experiments on both simulated and empirical distributions of measurement error derived from a record linkage of survey wages and administrative data. On the individual level treatment effects are downward biased by more than 30 percent. Aggregation of the treatment information at the household, firm or region level does not fully alleviate the bias. In fact, the magnitude and direction of the bias depend on the size of the aggregation units and the allocation of treated individuals to such units. In cases of a strongly segregated allocation, measurement error can cause upward biased treatment effects. Besides aggregation, we discuss two possible remedies: the use of a continuous treatment variable and dropping observations close to the minimum wage threshold." (Author's abstract, IAB-Doku) ((en))

Suggested Citation

  • Bossler, Mario & Westermeier, Christian, 2020. "Measurement error in minimum wage evaluations using survey data," IAB-Discussion Paper 202011, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    • Handle: RePEc:iab:iabdpa:202011
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    File URL: https://doku.iab.de/discussionpapers/2020/dp1120.pdf
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    References listed on IDEAS

    as
    1. Nico Pestel, 2017. "Marital Sorting, Inequality and the Role of Female Labour Supply: Evidence from East and West Germany," Economica, London School of Economics and Political Science, vol. 84(333), pages 104-127, January.
    2. Caliendo, Marco & Fedorets, Alexandra & Preuss, Malte & Schröder, Carsten & Wittbrodt, Linda, 2018. "The short-run employment effects of the German minimum wage reform," Labour Economics, Elsevier, vol. 53(C), pages 46-62.
    3. Sebastian Schmitz, 2019. "The Effects of Germany's Statutory Minimum Wage on Employment and Welfare Dependency," German Economic Review, Verein für Socialpolitik, vol. 20(3), pages 330-355, August.
    4. David Card, 1992. "Using Regional Variation in Wages to Measure the Effects of the Federal Minimum Wage," ILR Review, Cornell University, ILR School, vol. 46(1), pages 22-37, October.
    5. Schmitz Sebastian, 2019. "The Effects of Germany’s Statutory Minimum Wage on Employment and Welfare Dependency," German Economic Review, De Gruyter, vol. 20(3), pages 330-355, August.
    6. repec:iab:iabfda:201603(en is not listed on IDEAS
    7. David Metcalf, 1999. "The British National Minimum Wage," CEP Discussion Papers dp0419, Centre for Economic Performance, LSE.
    8. Mario Bossler, 2017. "Employment expectations and uncertainties ahead of the new German minimum wage," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(4), pages 327-348, September.
    9. Mario Bossler & Sandra Broszeit, 2017. "Do minimum wages increase job satisfaction? Micro-data evidence from the new German minimum wage," LABOUR, CEIS, vol. 31(4), pages 480-493, December.
    10. David Metcalf, 1999. "The British National Minimum Wage," British Journal of Industrial Relations, London School of Economics, vol. 37(2), pages 171-201, June.
    11. David Card, 1992. "Using Regional Variation in Wages to Measure the Effects of the Federal Minimum Wage," Working Papers 680, Princeton University, Department of Economics, Industrial Relations Section..
    12. Schmucker, Alexandra & Seth, Stefan & Ludsteck, Johannes & Eberle, Johanna & Ganzer, Andreas, 2016. "Betriebs-Historik-Panel 1975-2014 (Establishment History Panel 1975-2014)," FDZ Datenreport. Documentation on Labour Market Data 201603_de, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Bonin Holger & Isphording Ingo E. & Krause-Pilatus Annabelle & Pestel Nico & Rinne Ulf & Lichter Andreas, 2020. "The German Statutory Minimum Wage and Its Effects on Regional Employment and Unemployment," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 240(2-3), pages 295-319, April.
    14. Schmucker, Alexandra & Seth, Stefan & Ludsteck, Johannes & Eberle, Johanna & Ganzer, Andreas, 2016. "Establishment History Panel 1975-2014," FDZ Datenreport. Documentation on Labour Market Data 201603_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    15. Mark Trappmann & Jonas Beste & Arne Bethmann & Gerrit Müller, 2013. "The PASS panel survey after six waves [Die PASS-Panelbefragung nach sechs Wellen]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(4), pages 275-281, December.
    16. Gabriel Ahlfeldt & Duncan Roth & Tobias Seidel, 2018. "The Regional Effects of a National Minimum Wage," CESifo Working Paper Series 6924, CESifo.
    17. repec:fth:prinin:300 is not listed on IDEAS
    18. Ahlfeldt, Gabriel & Roth, Duncan & Seidel, Tobias, 2018. "The regional effects of Germany’s national minimum wage," CEPR Discussion Papers 13005, C.E.P.R. Discussion Papers.
    19. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
    20. Nolan, Brian & O'Neill, Donal & Williams, James, 2002. "The Impact of The Minimum Wage on Irish Firms," Research Series, Economic and Social Research Institute (ESRI), number PRS44, June.
    21. Ahlfeldt, Gabriel M. & Roth, Duncan & Seidel, Tobias, 2018. "The regional effects of Germany’s national minimum wage," Economics Letters, Elsevier, vol. 172(C), pages 127-130.
    22. Trappmann, Mark & Beste, Jonas & Bethmann, Arne & Müller, Gerrit, 2013. "The PASS panel survey after six waves," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(4), pages 275-281.
    23. Metcalf, David, 1999. "The British national minimum wage," LSE Research Online Documents on Economics 20229, London School of Economics and Political Science, LSE Library.
    24. Hafner, Lucas, 2019. "Do minimum wages improve self-rated health? Evidence from a natural experiment," FAU Discussion Papers in Economics 02/2019, Friedrich-Alexander University Erlangen-Nuremberg, Institute for Economics.
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    Cited by:

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    2. Börschlein, Benjamin & Bossler, Mario, 2021. "A new machine learning-based treatment bite for long run minimum wage evaluations," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242441, Verein für Socialpolitik / German Economic Association.

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    More about this item

    Keywords

    Bundesrepublik Deutschland ; Befragung ; Datengewinnung ; Messfehler ; Integrierte Erwerbsbiografien ; Lohnhöhe ; Mindestlohn ; Antwortverhalten ; Validität ; Wirkungsforschung ; IAB-Haushaltspanel ; 2011-2015;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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