IDEAS home Printed from https://ideas.repec.org/a/red/issued/23-8.html

Job Ladders by Firm Wage and Productivity

Author

Listed:
  • Antoine Bertheau

    (Banque de France)

  • Rune Vejlin

    (Aarhus University)

Abstract

Using a unique dataset that combines daily employment spell information with firm-level accounting data from Denmark, we explore workers' progression up firm wage and productivity ladders. We find that: (1) Total Factor Productivity (TFP) emerges as a more effective indicator of the job ladder than the average wage paid, with more workers experiencing employer-to-employer transitions from lower to upper tiers of the productivity ladder compared to the wage ladder. (2) Recessions have a cleansing effect when using the productivity job ladder: Lower productivity firms experience a steeper decline in employment growth compared to their higher-tier counterparts. In contrast, due to decreased poaching, high wage firms exhibit greater employment reductions, leading to a sullying effect when using the wage job ladder. High productivity firms also experience greater employment cyclicality due to decreased poaching during recessions. However, firms at the lower end of the productivity spectrum face a more pronounced employment reduction during recessions as they intensify layoffs and reduce hiring from the unemployment pool. (3) Indirect productivity measures, such as sales per worker, can hide or even reverse the cleansing effect of recessions. (Copyright: Elsevier)

Suggested Citation

  • Antoine Bertheau & Rune Vejlin, 2025. "Job Ladders by Firm Wage and Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 58, October.
  • Handle: RePEc:red:issued:23-8
    DOI: 10.1016/j.red.2025.101307
    as

    Download full text from publisher

    File URL: https://dx.doi.org/10.1016/j.red.2025.101307
    Download Restriction: None

    File URL: https://libkey.io/10.1016/j.red.2025.101307?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ismail Baydur & Toshihiko Mukoyama, 2020. "Job Duration and Match Characteristics over the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 33-53, July.
    2. Burgess, Simon & Lane, Julia & Stevens, David, 2000. "Job Flows, Worker Flows, and Churning," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 473-502, July.
    3. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    4. Ken Burdett & Melvyn Coles, 2003. "Equilibrium Wage-Tenure Contracts," Econometrica, Econometric Society, vol. 71(5), pages 1377-1404, September.
    5. Lachowska, Marta & Mas, Alexandre & Saggio, Raffaele & Woodbury, Stephen A., 2023. "Do firm effects drift? Evidence from Washington administrative data," Journal of Econometrics, Elsevier, vol. 233(2), pages 375-395.
    6. Giuseppe Moscarini & Fabien Postel-Vinay, 2013. "Stochastic Search Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1545-1581.
    7. R. Jason Faberman & Andreas I. Mueller & Ayşegül Şahin & Giorgio Topa, 2022. "Job Search Behavior Among the Employed and Non‐Employed," Econometrica, Econometric Society, vol. 90(4), pages 1743-1779, July.
    8. Johannes F. Schmieder & Till von Wachter & Jörg Heining, 2023. "The Costs of Job Displacement over the Business Cycle and Its Sources: Evidence from Germany," American Economic Review, American Economic Association, vol. 113(5), pages 1208-1254, May.
    9. Daniel Borowczyk-Martins & Etienne Lalé, 2019. "Employment Adjustment and Part-Time Work: Lessons from the United States and the United Kingdom," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(1), pages 389-435, January.
    10. 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.
    11. Bertheau, Antoine, 2021. "Employer Search Behavior: Reasons for Internal Hiring," Labour Economics, Elsevier, vol. 73(C).
    12. John Haltiwanger & Henry Hyatt & Erika McEntarfer & Matthew Staiger, 2025. "Cyclical Worker Flows: Cleansing vs. Sullying," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 55, January.
    13. Davis, Steven J. & Faberman, R. Jason & Haltiwanger, John, 2012. "Labor market flows in the cross section and over time," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 1-18.
    14. Lee, Yoonsoo & Mukoyama, Toshihiko, 2015. "Entry and exit of manufacturing plants over the business cycle," European Economic Review, Elsevier, vol. 77(C), pages 20-27.
    15. Jinkins, David & Morin, Annaïg, 2018. "Job-to-job transitions, sorting, and wage growth," Labour Economics, Elsevier, vol. 55(C), pages 300-327.
    16. Lydon, Reamonn & Simmons, Michael, 2020. "The ins and outs of the gender unemployment gap in the OECD," Research Technical Papers 10/RT/20, Central Bank of Ireland.
    17. Michael W L Elsby & Axel Gottfries, 2022. "Firm Dynamics, On-the-Job Search, and Labor Market Fluctuations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1370-1419.
    18. Tanaka, Satoshi & Warren, Lawrence & Wiczer, David, 2023. "Earnings growth, job flows and churn," Journal of Monetary Economics, Elsevier, vol. 135(C), pages 86-98.
    19. Steven J. Davis & John Haltiwanger, 1990. "Gross Job Creation and Destruction: Microeconomic Evidence and Macroeconomic Implications," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 123-186, National Bureau of Economic Research, Inc.
    20. Antoine Bertheau & Edoardo Maria Acabbi & Cristina Barceló & Andreas Gulyas & Stefano Lombardi & Raffaele Saggio, 2023. "The Unequal Consequences of Job Loss across Countries," American Economic Review: Insights, American Economic Association, vol. 5(3), pages 393-408, September.
    21. Bachmann, Rüdiger & Bayer, Christian & Merkl, Christian & Seth, Stefan & Stüber, Heiko & Wellschmied, Felix, 2021. "Worker churn in the cross section and over time: New evidence from Germany," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 781-797.
    22. Andreas Hornstein & Marianna Kudlyak & Fabian Lange, 2014. "Measuring Resource Utilization in the Labor Market," Economic Quarterly, Federal Reserve Bank of Richmond, issue 1Q, pages 1-21.
    23. Giuseppe Moscarini & Fabien Postel-Vinay, 2012. "The Contribution of Large and Small Employers to Job Creation in Times of High and Low Unemployment," American Economic Review, American Economic Association, vol. 102(6), pages 2509-2539, October.
    24. Niklas Engbom, 2022. "Labor Market Fluidity and Human Capital Accumulation," NBER Working Papers 29698, National Bureau of Economic Research, Inc.
    25. Shigeru Fujita & Giuseppe Moscarini & Fabien Postel-Vinay, 2024. "Measuring Employer-to-Employer Reallocation," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(3), pages 1-51, July.
    26. R. Jason Faberman & Andreas I. Mueller & Ayşegül Şahin* & Giorgio Topa, 2020. "The Shadow Margins of Labor Market Slack," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(S2), pages 355-391, December.
    27. Rasmus Lentz & Dale T. Mortensen, 2008. "An Empirical Model of Growth Through Product Innovation," Econometrica, Econometric Society, vol. 76(6), pages 1317-1373, November.
    28. John C. Haltiwanger & Henry R. Hyatt & Lisa B. Kahn & Erika McEntarfer, 2018. "Cyclical Job Ladders by Firm Size and Firm Wage," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(2), pages 52-85, April.
    29. Bowlus, Audra J, 1995. "Matching Workers and Jobs: Cyclical Fluctuations in Match Quality," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 335-350, April.
    30. Rasmus Lentz, 2024. "Models of Wages and Mobility in Frictional Labor Markets with Random Search," Revue économique, Presses de Sciences-Po, vol. 75(1), pages 113-145.
    31. Simmons, Michael, 2023. "Job-to-job transitions, job finding and the ins of unemployment," Labour Economics, Elsevier, vol. 80(C).
    32. Maibom, Jonas & Vejlin, Rune Majlund, 2021. "Passthrough of Firm Performance to Income and Employment Stability," IZA Discussion Papers 14131, IZA Network @ LISER.
    33. Bruce Fallick & Charles A. Fleischman, 2004. "Employer-to-employer flows in the U.S. labor market: the complete picture of gross worker flows," Finance and Economics Discussion Series 2004-34, Board of Governors of the Federal Reserve System (U.S.).
    34. Isaac Sorkin, 2018. "Ranking Firms Using Revealed Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1331-1393.
    35. George A. Akerlof & Andrew K. Rose & Janet L. Yellen, 1988. "Job Switching and Job Satisfaction in the U.S. Labor Market," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(2), pages 495-594.
    36. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    37. Gadi Barlevy, 2002. "The Sullying Effect of Recessions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 65-96.
    38. Bertheau, Antoine & Bunzel, Henning & Vejlin, Rune Majlund, 2020. "Employment Reallocation over the Business Cycle: Evidence from Danish Data," IZA Discussion Papers 13681, IZA Network @ LISER.
    39. Steven J. Davis & R. Jason Faberman & John Haltiwanger, 2006. "The Flow Approach to Labor Markets: New Data Sources and Micro-Macro Links," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 3-26, Summer.
    40. Bertheau, Antoine & Vejlin, Rune, 2022. "Employer-to-Employer Transitions and Time Aggregation Bias," Labour Economics, Elsevier, vol. 75(C).
    41. Melvyn G. Coles & Dale T. Mortensen, 2016. "Equilibrium Labor Turnover, Firm Growth, and Unemployment," Econometrica, Econometric Society, vol. 84, pages 347-363, January.
    42. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    43. Jeremy Lise & Jean-Marc Robin, 2017. "The Macrodynamics of Sorting between Workers and Firms," American Economic Review, American Economic Association, vol. 107(4), pages 1104-1135, April.
    44. Christian M. Dahl & Daniel le Maire & Jakob R. Munch, 2013. "Wage Dispersion and Decentralization of Wage Bargaining," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 501-533.
    45. Stéphane Bonhomme & Thibaut Lamadon & Elena Manresa, 2019. "A Distributional Framework for Matched Employer Employee Data," Econometrica, Econometric Society, vol. 87(3), pages 699-739, May.
    46. Fane Groes & Philipp Kircher & Iourii Manovskii, 2015. "The U-Shapes of Occupational Mobility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 659-692.
    47. Adrien Bilal & Niklas Engbom & Simon Mongey & Giovanni L. Violante, 2022. "Firm and Worker Dynamics in a Frictional Labor Market," Econometrica, Econometric Society, vol. 90(4), pages 1425-1462, July.
    48. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    49. Émilien Gouin‐Bonenfant, 2022. "Productivity Dispersion, Between‐Firm Competition, and the Labor Share," Econometrica, Econometric Society, vol. 90(6), pages 2755-2793, November.
    50. Burdett, Ken & Coles, Melvyn, 2010. "Wage/tenure contracts with heterogeneous firms," Journal of Economic Theory, Elsevier, vol. 145(4), pages 1408-1435, July.
    51. Andreas I. Mueller, 2017. "Separations, Sorting, and Cyclical Unemployment," American Economic Review, American Economic Association, vol. 107(7), pages 2081-2107, July.
    52. Torben M. Andersen & Michael Svarer, 2007. "Flexicurity: Labour Market Performance in Denmark," CESifo Economic Studies, CESifo Group, vol. 53(3), pages 389-429, September.
    53. Patrick Bennett & Amine Ouazad, 2020. "Job Displacement, Unemployment, and Crime: Evidence from Danish Microdata and Reforms [The Link between Human Capital, Mass Layoffs, and Firm Deaths]," Journal of the European Economic Association, European Economic Association, vol. 18(5), pages 2182-2220.
    54. Christopher Taber & Rune Vejlin, 2020. "Estimation of a Roy/Search/Compensating Differential Model of the Labor Market," Econometrica, Econometric Society, vol. 88(3), pages 1031-1069, May.
    55. Robert Shimer, 2009. "Comment on "The Timing of Labor Market Expansions: New Facts and a New Hypothesis"," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 59-71, National Bureau of Economic Research, Inc.
    56. Shigeru Fujita & Garey Ramey, 2009. "The Cyclicality Of Separation And Job Finding Rates," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 50(2), pages 415-430, May.
    57. Jesper Bagger & Rasmus Lentz, 2019. "An Empirical Model of Wage Dispersion with Sorting," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 153-190.
    58. Kudlyak, Marianna & Sánchez, Juan M., 2017. "Revisiting the behavior of small and large firms during the 2008 financial crisis," Journal of Economic Dynamics and Control, Elsevier, vol. 77(C), pages 48-69.
    59. Jespersen, Svend T. & Munch, Jakob R. & Skipper, Lars, 2008. "Costs and benefits of Danish active labour market programmes," Labour Economics, Elsevier, vol. 15(5), pages 859-884, October.
    60. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    61. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    62. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    63. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    64. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    65. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    66. 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.
    67. Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
    68. Di Addario, Sabrina & Kline, Patrick & Saggio, Raffaele & Sølvsten, Mikkel, 2023. "It ain’t where you’re from, it’s where you’re at: Hiring origins, firm heterogeneity, and wages," Journal of Econometrics, Elsevier, vol. 233(2), pages 340-374.
    69. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    70. Michael W. L. Elsby & Bart Hobijn & Ayşegül Şahin, 2013. "Unemployment Dynamics in the OECD," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 530-548, May.
    Full references (including those not matched with items on IDEAS)

    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. Bertheau, Antoine & Bunzel, Henning & Vejlin, Rune Majlund, 2020. "Employment Reallocation over the Business Cycle: Evidence from Danish Data," IZA Discussion Papers 13681, IZA Network @ LISER.
    2. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    3. Kline, Patrick, 2024. "Firm wage effects," Handbook of Labor Economics,, Elsevier.
    4. Gottfries, Axel & Teulings, Coen, 2023. "Returns to on-the-job search and wage dispersion," Labour Economics, Elsevier, vol. 80(C).
    5. Bachmann, Rüdiger & Bayer, Christian & Merkl, Christian & Seth, Stefan & Stüber, Heiko & Wellschmied, Felix, 2021. "Worker churn in the cross section and over time: New evidence from Germany," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 781-797.
    6. Simmons, Michael, 2023. "Job-to-job transitions, job finding and the ins of unemployment," Labour Economics, Elsevier, vol. 80(C).
    7. Michael W. L. Elsby & Axel Gottfries & Ryan Michaels & David Ratner, 2025. "Vacancy Chains," Journal of Political Economy, University of Chicago Press, vol. 133(11), pages 3550-3604.
    8. Rui Castro & Fabian Lange & Markus Poschke, 2024. "Labor Force Transitions," NBER Working Papers 33200, National Bureau of Economic Research, Inc.
    9. Bertheau, Antoine & Vejlin, Rune, 2022. "Employer-to-Employer Transitions and Time Aggregation Bias," Labour Economics, Elsevier, vol. 75(C).
    10. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    11. Audoly, Richard & De Pace, Federica & Fella, Giulio, 2022. "Job Ladder, Human Capital, and the Cost of Job Loss," CEPR Discussion Papers 17746, C.E.P.R. Discussion Papers.
    12. Arellano-Bover, Jaime & San, Shmuel, 2023. "The Role of Firms and Job Mobility in the Assimilation of Immigrants: Former Soviet Union Jews in Israel 1990–2019," IZA Discussion Papers 16389, IZA Network @ LISER.
    13. Engbom, Niklas & Moser, Christian & Sauermann, Jan, 2023. "Firm pay dynamics," Journal of Econometrics, Elsevier, vol. 233(2), pages 396-423.
    14. Tania Babina & Wenting Ma & Christian Moser & Paige P. Ouimet & Rebecca Zarutskie, 2019. "Pay, Employment, and Dynamics of Young Firms," Opportunity and Inclusive Growth Institute Working Papers 21, Federal Reserve Bank of Minneapolis.
    15. Morchio, Iacopo & Moser, Christian, 2018. "The Gender Pay Gap: Micro Sources and Macro Consequences," MPRA Paper 99276, University Library of Munich, Germany, revised 24 Mar 2020.
    16. John Haltiwanger & Henry Hyatt & Erika McEntarfer & Matthew Staiger, 2025. "Cyclical Worker Flows: Cleansing vs. Sullying," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 55, January.
    17. Gulyas, Andreas & Meier, Matthias & Ryzhenkov, Mykola, 2024. "Labor market effects of monetary policy across workers and firms," European Economic Review, Elsevier, vol. 166(C).
    18. Benjamin Schoefer, 2018. "Marginal Jobs and Job Surplus: Evidence from Separations and Unemployment Insurance," 2018 Meeting Papers 1309, Society for Economic Dynamics.
    19. Sabrina Di Addario & Patrick Kline & Raffaele Saggio & Mikkel Soelvsten, 2022. "It ain't where you're from it's where you're at: firm effects, state dependence, and the gender wage gap," Temi di discussione (Economic working papers) 1374, Bank of Italy, Economic Research and International Relations Area.
    20. D. Babet & M.Chabaud, 2024. "Follow the money ? Workers’ mobility, wages and amenities," Documents de Travail de l'Insee - INSEE Working Papers 2024-19, Institut National de la Statistique et des Etudes Economiques.

    More about this item

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    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:red:issued:23-8. 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: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.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.