"The Gender Gap in Earnings Between and Within Firms: Evidence from Linked Employer-Employee Data*"

Lead Research Organisation: University of Cambridge
Department Name: Economics

Abstract

This paper investigates the role of firms in determining the gender gap in earnings on average and at different quantiles of the earnings distribution. Using a linked employer-employee dataset for Italy, we show the existence of firm-specific premia which differ across gender and explain on average 30% of the gender pay gap in the period 1995-2015. We decompose the gap in premia into sorting of women across firms and differences in bargaining power within firms by means of a standard Blinder-Oaxaca decomposition. We find that sorting explains a larger fraction of the gender pay gap than bargaining on average and at the bottom of the distribution, whereas bargaining dominates at the top. This is consistent with what we find across different occupations: sorting explains a larger fraction of the gender pay gap for blue- and white-collar workers, whereas bargaining dominates for managers. The two channels of sorting and bargaining have similar weight in explaining gender differences in pay in the early stages of workers' careers, but for older cohorts sorting dominates. On the other hand, bargaining has increased in importance over time. We replicate our decomposition exercise in four overlapping intervals and find that while sorting is the only driving force of the firm contribution to the gender pay gap in 1995-2000, bargaining explains as much of the firm contribution as sorting in 2010-2015. We explain the rise in importance of bargaining as the result of an evolution in the Italian labour market that (i) favoured an increase in female labour force participation, (ii) introduced mechanisms of decentralised wage setting. We propose sorting as the outcome of gender differences in mobility rates and provide evidence that women have a lower probability of moving towards firms with higher premia. We show that this gap in the probability of moving to higher premia firms is larger for high-skilled women, but smaller for women moving from high to low risk firms, where we defined riskiness of firms based on the standard deviation of their wages. Finally, we exploit a natural experiment on the gender composition of corporate boards and find no evidence that an increase in female presence in boards reduces differences in bargaining power between men and women.

*This paper is based on joint work with Alessandra Casarico, Bocconi University.

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
ES/P000738/1 01/10/2017 30/09/2027
1940159 Studentship ES/P000738/1 01/10/2017 13/03/2021 Salvatore Lattanzio
 
Description Do firm pay policy contribute to explain the gender pay gap? If so, is it because women sort into firms with lower pay rates or is it because women are worse than men at bargaining on their pay and their promotion?
Our analysis reveals that:
- Sorting across firms and differences in bargaining power within firm account for 20% and 10%, respectively, of the average gender pay gap between 1995 and 2015.
- These results hold on average and across the distribution of wages, except at the top, where differences in bargaining power account for a larger fraction of the gender wage gap than sorting.
- When investigating differences between sectors, sorting accounts for a larger fraction of the gender pay gap for most sectors, but not in finance and ICT, where differences in bargaining power dominate the sorting channel.
Exploitation Route Our analysis contributes to the understanding of the role of firms in influencing the level and dynamics of the gender wage gap. The importance of gender differences in firm pay policy has increased over time as a share of the overall gender earnings gap, making the behaviour of firms critical to any attempt of tackling the gender pay gap. Differences in bargaining, in particular, play an important role in explaining what happens at the top of the pay distribution, where women advancement has been more limited. We have also highlighted avenues for policy to affect the gender earnings gap, identifying gender differences in upward mobility and gender balance in the corporate structure as important factors behind sorting and bargaining.
Sectors Communities and Social Services/Policy,Government, Democracy and Justice

URL http://www.econ.cam.ac.uk/research-files/repec/cam/pdf/cwpe1966.pdf
 
Description The findings of this paper have been cited in many policy-oriented contributions and articles: - The XVIII annual report of the Italian Social Security Institute ("Inps") (https://www.inps.it/docallegatiNP/Mig/Dati_analisi_bilanci/Rapporti_annuali/allegato_XVIII_R_A_versione_on_line.PDF) - The 2017 Gender Report of the Italian Parliament (http://www.rgs.mef.gov.it/_Documenti/VERSIONE-I/Attivit--i/Rendiconto/Bilancio-di-genere/2017/Bilancio_di_genere_2017_-_Relazione_Parlamento.pdf) - An article on the Italian website "lavoce.info" (https://www.lavoce.info/archives/45406/perche-le-donne-guadagnano-meno-degli-uomini/) - An article on the webpage IAB-Forum (the German Employment Agency) (https://www.iab-forum.de/en/the-gender-wage-gap-in-europe-what-can-we-learn-from-linked-employer-employee-data-a-workshop-report/) - The European Economic Association media breefing (https://www.eeassoc.org/doc/upload/THE_GENDER_PAY_GAP-_New_evidence_from_Italy_on_what_drives_inequality_between_men_and_womens_earnings20190821203704.pdf)
First Year Of Impact 2017
Sector Communities and Social Services/Policy,Government, Democracy and Justice
Impact Types Societal