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Firm pay dynamics. (English) Zbl 07667908

Summary: We study the nature of firm pay dynamics. To this end, we propose a statistical model that extends the seminal framework by J. M. Abowd et al. [“High wage workers and high wage firms”, Econometrica 67, No. 2, 251–333 (1999; doi:10.1111/1468-0262.00020)] to allow for idiosyncratically time-varying firm pay policies. We estimate the model using linked employer-employee data for Sweden from 1985 to 2016. By drawing on detailed firm financials data, we show that firms that become more productive and accumulate capital raise pay, whereas firms lower pay as they add workers. A secular increase in firm-year pay dispersion in Sweden since 1985 is accounted for by greater persistence of firm pay among incumbent firms as well as greater dispersion in firm pay among entrant firms, as opposed to more volatile firm pay.

MSC:

62-XX Statistics
91-XX Game theory, economics, finance, and other social and behavioral sciences

References:

[1] Abowd, John M.; Creecy, Robert H.; Kramarz, Francis, Computing person and firm effects using linked longitudinal employer-employee data, (Longitudinal Employer-Household Dynamics Technical Paper No. TP-2002-06. Longitudinal Employer-Household Dynamics Technical Paper No. TP-2002-06, Center for Economic Studies (2002), U.S. Census Bureau)
[2] Abowd, John M.; Kramarz, Francis; Lengermann, Paul; Pérez-Duarte, Sébastien, Are good workers employed by good firms? A test of a simple assortative matching model for France and the United StatesWorking Paper (2004), Econometric Society
[3] Abowd, John M.; Kramarz, Francis; Margolis, David N., High wage workers and high wage firms, Econometrica, 67, 2, 251-333 (1999)
[4] Alvarez, Jorge; Benguria, Felipe; Engbom, Niklas; Moser, Christian, Firms and the decline in earnings inequality in Brazil, Am. Econ. J. Macroecon., 10, 1, 149-189 (2018)
[5] Andrews, Martyn J.; Gill, Leonard; Schank, Thorsten; Upward, Richard, High wage workers and low wage firms: Negative assortative matching or limited mobility bias?, J. R. Stat. Soc. Series A (Stat. Soc.), 171, 3, 673-697 (2008)
[6] Andrews, Martyn J.; Gill, Leonard; Schank, Thorsten; Upward, Richard, High wage workers match with high wage firms: Clear evidence of the effects of limited mobility bias, Econom. Lett., 117, 3, 824-827 (2012)
[7] Babina, Tania, Ma, Wenting, Moser, Christian, Ouimet, Paige, Zarutskie, Rebecca, 2019. Pay, employment, and dynamics of young firms, Vol.21. Federal Reserve Bank of Minneapolis, Opportunity and Inclusive Growth Institute Working Paper.
[8] Bagger, Jesper; Lentz, Rasmus, An empirical model of wage dispersion with sorting, Rev. Econom. Stud., 86, 1, 153-190 (2018) · Zbl 1409.91160
[9] Balke, Neele, Lamadon, Thibaut, 2020. Productivity shocks, long-term contracts and earnings dynamics. Working Paper.
[10] Bassier, Ihsaan; Dube, Arindrajit; Naidu, Suresh, Monopsony in movers: The elasticity of labor supply to firm wage policies, J. Hum. Resour. (2021)
[11] Bilal, Adrien, Engbom, Niklas, Mongey, Simon, Violante, Giovanni L., 2021. Firm and worker dynamics in a frictional labor market. Working Paper.
[12] Bonhomme, Stéphane, Holzheu, Kerstin, Lamadon, Thibaut, Manresa, Elena, Mogstad, Magne, Setzler, Bradley, 2021. How much should we trust estimates of firm effects and worker sorting?. IFAU Working Paper No. 2021:20.
[13] Burdett, Kenneth; Mortensen, Dale T., Wage differentials, employer size, and unemployment, Internat. Econom. Rev., 39, 2, 257-273 (1998)
[14] Card, David; Cardoso, Ana Rute; Heining, Jörg; Kline, Patrick, Firms and labor market inequality: Evidence and some theory, J. Labor Econ., 36, S1, S13-S70 (2018)
[15] Card, David; Cardoso, Ana Rute; Kline, Patrick, Bargaining, sorting, and the gender wage gap: Quantifying the impact of firms on the relative pay of women, Q. J. Econ., 131, 2, 633-686 (2016)
[16] Card, David; Devicienti, Francesco; Maida, Agata, Rent-sharing, holdup, and wages: Evidence from matched panel data, Rev. Econom. Stud., 81, 1, 84-111 (2014) · Zbl 1405.91300
[17] Card, David; Heining, Jörg; Kline, Patrick, Workplace heterogeneity and the rise of west German wage inequality, Q. J. Econ., 128, 3, 967-1015 (2013) · Zbl 1400.91278
[18] Chan, Mons; Xu, Ming; Salgado, Sergio, Heterogeneous passthrough from TFP to wagesWorking Paper (2021), Aarhus University and the University of Minnesota
[19] Coles, Melvyn G.; Mortensen, Dale T., Equilibrium labor turnover, firm growth, and unemployment, Econometrica, 84, 1, 347-363 (2016) · Zbl 1419.91419
[20] Elsby, Michael W.L., Gottfries, Axel, 2021. Firm dynamics, on-the-job search, and labor market fluctuations. Working Paper. · Zbl 1497.91152
[21] Engbom, Niklas, Moser, Christian, 2021. Earnings inequality and the minimum wage: Evidence from Brazil. NBER Working Paper No. 28831.
[22] Friedrich, Benjamin, Laun, Lisa, Meghir, Costas, Pistaferri, Luigi, 2021. Earnings dynamics and firm-level shocks. NBER Working Paper No. 25786.
[23] Garin, Andrew, Silvério, Filipe, 2019. How responsive are wages to demand within the firm? Evidence from idiosyncratic export demand shocks. Working Paper.
[24] Guiso, Luigi; Pistaferri, Luigi; Schivardi, Fabiano, Insurance within the firm, J. Polit. Econ., 113, 5, 1054-1087 (2005)
[25] Haltiwanger, John; Jarmin, Ron S.; Miranda, Javier, Who creates jobs? Small versus large versus young, Rev. Econ. Stat., 95, 2, 347-361 (2013)
[26] Hausman, Jerry, Mismeasured variables in econometric analysis: Problems from the right and problems from the left, J. Econ. Perspect., 15, 4, 57-67 (2001)
[27] Kehrig, Matthias, Vincent, Nicolas, 2019. Good dispersion, bad dispersion. NBER Working Paper No. 25923.
[28] Kline, Patrick; Petkova, Neviana; Williams, Heidi; Zidar, Owen, Who profits from patents? Rent-sharing at innovative firms, Q. J. Econ., 134, 3, 1343-1404 (2019) · Zbl 1482.91113
[29] Kline, Patrick; Saggio, Raffaele; Sølvsten, Mikkel, Leave-out estimation of variance components, Econometrica, 88, 5, 1859-1898 (2020) · Zbl 1467.62088
[30] Lachowska, Marta, Mas, Alexandre, Saggio, Raffaele, Woodbury, Stephen A., 2021. Do firm effects drift? Evidence from Washington administrative data. NBER Working Paper No. 26653.
[31] Lemieux, Thomas; MacLeod, W. Bentley; Parent, Daniel, Performance pay and wage inequality, Q. J. Econ., 124, 1, 1-49 (2009)
[32] Lise, Jeremy; Robin, Jean-Marc, The macrodynamics of sorting between workers and firms, Amer. Econ. Rev., 107, 4, 1104-1135 (2017)
[33] Morchio, Iacopo, Moser, Christian, 2020. The gender gap: Micro sources and macro consequences. Working Paper.
[34] Moscarini, Giuseppe; Postel-Vinay, Fabien, The contribution of large and small employers to job creation in times of high and low unemployment, Amer. Econ. Rev., 102, 6, 2509-2539 (2012)
[35] Moscarini, Giuseppe; Postel-Vinay, Fabien, Stochastic search equilibrium, Rev. Econom. Stud., 80, 4, 1545-1581 (2013) · Zbl 1405.91329
[36] Moscarini, Giuseppe; Postel-Vinay, Fabien, The cyclical job ladder, Annu. Rev. Econ., 10, 1, 165-188 (2018)
[37] Moser, Christian, Saidi, Farzad, Wirth, Benjamin, Wolter, Stefanie, 2022. Credit supply, firms, and earnings inequality. Working Paper.
[38] Rosen, Sherwin, The theory of equalizing differences, Handb. Labor Econ., 1, 641-692 (1986)
[39] Song, Jae; Price, David J.; Guvenen, Fatih; Bloom, Nicholas; Von Wachter, Till, Firming up inequality, Q. J. Econ., 134, 1, 1-50 (2018) · Zbl 1479.91173
[40] Sorkin, Isaac, Ranking firms using revealed preference, Q. J. Econ., 133, 3, 1331-1393 (2018) · Zbl 1405.91335
[41] Van Reenen, John, The creation and capture of rents: Wages and innovation in a panel of UK companies, Q. J. Econ., 111, 1, 195-226 (1996)
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