(Translated by https://www.hiragana.jp/)
Accounting for firms in ethnicity wage gaps throughout the earnings distribution
IDEAS home Printed from https://ideas.repec.org/p/qss/dqsswp/2203.html
   My bibliography  Save this paper

Accounting for firms in ethnicity wage gaps throughout the earnings distribution

Author

Listed:
  • Van Phan
  • Carl Singleton
  • Alex Bryson
  • John Forth
  • Felix Ritchie
  • Lucy Stokes
  • Damian Whittard

Abstract

Ethnicity wage gaps in Great Britain are large and have persisted over time. Previous studies of these gaps have been almost exclusively confined to analyses of household data, so they could not account for the role played by individual employers, despite growing evidence of their wage-setting power. We study ethnicity wage gaps using high quality employer-employee payroll data on jobs, hours, and earnings, linked with the personal and family characteristics of workers from the national census for England and Wales. We show that firm-specific wage effects account for sizeable parts of the estimated differences between the wages of white and ethnic minority workers at the mean and other points in the wage distribution, which would otherwise mostly have been attributed to differences in individual worker attributes, such as education levels, occupations, and locations. Nevertheless, there are substantial gaps between the wage structures of white and ethnic minority employees which cannot be accounted for by who people work for or other attributes, especially among higher earners.

Suggested Citation

  • Van Phan & Carl Singleton & Alex Bryson & John Forth & Felix Ritchie & Lucy Stokes & Damian Whittard, 2022. "Accounting for firms in ethnicity wage gaps throughout the earnings distribution," DoQSS Working Papers 22-03, Quantitative Social Science - UCL Social Research Institute, University College London.
  • Handle: RePEc:qss:dqsswp:2203
    as

    Download full text from publisher

    File URL: http://repec.ioe.ac.uk/REPEc/pdf/qsswp2203.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lucy Stokes & Alex Bryson & John Forth & Martin Weale, 2017. "Who Fared Better? The Fortunes of Performance Pay and Fixed Pay Workers through Recession," British Journal of Industrial Relations, London School of Economics, vol. 55(4), pages 778-801, December.
    2. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    3. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    4. John Forth & Nikolaos Theodoropoulos & Alex Bryson, 2023. "The role of the workplace in ethnic wage differentials," British Journal of Industrial Relations, London School of Economics, vol. 61(2), pages 259-290, June.
    5. Stewart, Mark B, 1983. "Racial Discrimination and Occupational Attainment in Britain," Economic Journal, Royal Economic Society, vol. 93(371), pages 521-541, September.
    6. Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2020. "Who Works for Whom and the UK Gender Pay Gap," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 50-81, March.
    7. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    8. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    9. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    10. Blackaby, D. H. & Clark, K. & Leslie, D. G. & Murphy, P. D., 1994. "Black-white male earnings and employment prospects in the 1970s and 1980s evidence for Britain," Economics Letters, Elsevier, vol. 46(3), pages 273-279, November.
    11. Kaya Ezgi, 2021. "Gender wage gap across the distribution: What is the role of within- and between-firm effects?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-49, January.
    12. Laura Giuliano & David I. Levine & Jonathan Leonard, 2011. "Racial Bias in the Manager-Employee Relationship: An Analysis of Quits, Dismissals, and Promotions at a Large Retail Firm," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 26-52.
    13. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    14. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    15. Ellora Derenoncourt & Claire Montialoux, 2021. "Minimum Wages and Racial Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 169-228.
    16. 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.
    17. Simonetta Longhi & Cheti Nicoletti & Lucinda Platt, 2013. "Explained and unexplained wage gaps across the main ethno-religious groups in Great Britain," Oxford Economic Papers, Oxford University Press, vol. 65(2), pages 471-493, April.
    18. Singleton, Carl, 2019. "The public–private sector wage differential in the UK: Evidence from longitudinal employer–employee data," Economics Letters, Elsevier, vol. 174(C), pages 109-113.
    19. Carrington, William J & Troske, Kenneth R, 1998. "Interfirm Segregation and the Black/White Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 16(2), pages 231-260, April.
    20. Yann Algan & Christian Dustmann & Albrecht Glitz & Alan Manning, 2010. "The Economic Situation of First and Second-Generation Immigrants in France, Germany and the United Kingdom," Economic Journal, Royal Economic Society, vol. 120(542), pages 4-30, February.
    21. Clark, Ken & Nolan, Steve, 2021. "The Changing Distribution of the Male Ethnic Wage Gap in Great Britain," IZA Discussion Papers 14276, Institute of Labor Economics (IZA).
    22. D.H. Blackaby & D.G. Leslie & P.D. Murphy, 2002. "White-ethnic minority earnings and employment differentials in Britain: evidence from the LFS," Oxford Economic Papers, Oxford University Press, vol. 54(2), pages 270-297, April.
    23. Yann Algan & Christian Dustmann & Albrecht Glitz & Allan Manning, 2010. "The Economic Situation of First ans Second-Generation in France, Germany, and the United Kingdom," SciencePo Working papers Main hal-03393490, HAL.
    24. repec:hal:spmain:info:hdl:2441/536kq4edtr82jqovubq3ttobc5 is not listed on IDEAS
    25. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    26. Daniel Schaefer & Carl Singleton, 2020. "Recent Changes in British Wage Inequality: Evidence from Large Firms and Occupations," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 100-125, February.
    27. Fernando Rios-Avila, 2020. "Recentered influence functions (RIFs) in Stata: RIF regression and RIF decomposition," Stata Journal, StataCorp LP, vol. 20(1), pages 51-94, March.
    28. Blackaby, D. H. & Leslie, D. G. & Murphy, P. D. & O'Leary, N. C., 1998. "The ethnic wage gap and employment differentials in the 1990s: Evidence for Britain," Economics Letters, Elsevier, vol. 58(1), pages 97-103, January.
    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. Ueno, Akiko & Dennis, Charles & Dafoulas, Georgios A., 2023. "Digital exclusion and relative digital deprivation: Exploring factors and moderators of internet non-use in the UK," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    2. Kaya, Ezgi, 2024. "Labour Market Performance of Immigrants: New Evidence from Linked Administrative Data," GLO Discussion Paper Series 1418, Global Labor Organization (GLO).
    3. Van Phan & Carl Singleton & Alex Bryson & John Forth & Felix Ritchie & Lucy Stokes & Damian Whittard, 2023. "Accounting for firms in gender-ethnicity wage gaps throughout the earnings distribution," Economics Discussion Papers em-dp2023-16, Department of Economics, University of Reading.
    4. Sébastien Willis, 2022. "Workplace Segregation and the Labour Market Performance of Immigrants," CESifo Working Paper Series 9895, CESifo.

    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. Van Phan & Carl Singleton & Alex Bryson & John Forth & Felix Ritchie & Lucy Stokes & Damian Whittard, 2023. "Accounting for firms in gender-ethnicity wage gaps throughout the earnings distribution," Economics Discussion Papers em-dp2023-16, Department of Economics, University of Reading.
    2. Alessandra Casarico & Salvatore Lattanzio, 2024. "What Firms Do: Gender Inequality in Linked Employer-Employee Data," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 325-355.
    3. Kaya, Ezgi, 2024. "Labour Market Performance of Immigrants: New Evidence from Linked Administrative Data," GLO Discussion Paper Series 1418, Global Labor Organization (GLO).
    4. John Forth & Nikolaos Theodoropoulos & Alex Bryson, 2023. "The role of the workplace in ethnic wage differentials," British Journal of Industrial Relations, London School of Economics, vol. 61(2), pages 259-290, June.
    5. Melanie Jones & Ezgi Kaya, 2024. "Performance‐related pay and the UK gender pay gap," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(4), pages 512-529, October.
    6. Daniel Baumgarten & Gabriel Felbermayr & Sybille Lehwald, 2020. "Dissecting Between‐Plant and Within‐Plant Wage Dispersion: Evidence from Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 85-122, January.
    7. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," IZA Discussion Papers 15357, Institute of Labor Economics (IZA).
    8. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, Institute of Labor Economics (IZA).
    9. Engbom, Niklas & Moser, Christian & Sauermann, Jan, 2023. "Firm pay dynamics," Journal of Econometrics, Elsevier, vol. 233(2), pages 396-423.
    10. Julián Martinez Correa & Carlo Lombardo & Belén Bentivegna, 2018. "Convenio Colectivo, Sindicatos y Dispersión Salarial: Evidencia de Argentina," CEDLAS, Working Papers 0232, CEDLAS, Universidad Nacional de La Plata.
    11. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    12. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    13. Bertay, Ata & Carreño Bustos, José & Huizinga, Harry & Uras, Burak & Vellekoop, N., 2022. "Technological Change and the Finance Wage Premium," Discussion Paper 2022-002, Tilburg University, Center for Economic Research.
    14. Magda, Iga & Gromadzki, Jan & Moriconi, Simone, 2021. "Firms and wage inequality in Central and Eastern Europe," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 499-552.
    15. Eliason, Marcus & Hensvik, Lena & Kramarz, Francis & Skans, Oskar Nordström, 2023. "Social connections and the sorting of workers to firms," Journal of Econometrics, Elsevier, vol. 233(2), pages 468-506.
    16. Sarah Louise Jewell & Giovanni Razzu & Carl Singleton, 2020. "Who Works for Whom and the UK Gender Pay Gap," British Journal of Industrial Relations, London School of Economics, vol. 58(1), pages 50-81, March.
    17. Colja Schneck, 2021. "Trends in Wage Inequality in the Netherlands," De Economist, Springer, vol. 169(3), pages 253-289, August.
    18. Yannick Bormans & Angelos Theodorakopoulos, 2023. "Productivity dispersion, wage dispersion and superstar firms," Economica, London School of Economics and Political Science, vol. 90(360), pages 1145-1172, October.
    19. Demirci, Murat & Kırdar, Murat Güray, 2023. "The labor market integration of Syrian refugees in Turkey," World Development, Elsevier, vol. 162(C).
    20. Allan, Corey & Maré, David C., 2022. "Who Benefits from Firm Success? Heterogenous Rent Sharing in New Zealand," IZA Discussion Papers 15264, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    Employer-Employee Data; Unconditional Quantile Regression; Decomposition Methods; UK Labour Market;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

    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:qss:dqsswp:2203. 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: Dr Neus Bover Fonts (email available below). General contact details of provider: https://edirc.repec.org/data/dqioeuk.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.