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How does the age structure of worker flows affect firm performance?

Author

Listed:
  • Pekka Ilmakunnas

    (Aalto University School of Business)

  • Mika Maliranta

    (The Research Institute of the Finnish Economy (ETLA)
    University of Jyväskylä)

Abstract

We develop a method for decomposing firm performance to impacts coming from the inflows and outflows of workers and apply it to study whether older workers are costly to firms. Our estimation equations are derived from a variant of the decomposition methods frequently used for measuring micro-level sources of industry productivity growth. By using comprehensive linked employer–employee data, we study the productivity and wage effects, and hence the profitability effects, of the hiring and separation of younger and older workers. The evidence shows that the separations of older workers are profitable to firms, especially in the manufacturing ICT-industries. To account for the correlation of the worker flows and productivity shocks we first estimate the shocks from a production function using materials as a proxy variable. In the second step the estimated shock is used as a control variable in our productivity, wage, and profitability equations.

Suggested Citation

  • Pekka Ilmakunnas & Mika Maliranta, 2016. "How does the age structure of worker flows affect firm performance?," Journal of Productivity Analysis, Springer, vol. 46(1), pages 43-62, August.
  • Handle: RePEc:kap:jproda:v:46:y:2016:i:1:d:10.1007_s11123-016-0471-5
    DOI: 10.1007/s11123-016-0471-5
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    1. Francesco Daveri & Mika Maliranta, 2007. "Age, seniority and labour costs: lessons from the Finnish IT revolution [‘Vertical integration and distance to frontier’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(49), pages 118-175.
    2. John Haltiwanger, 1997. "Measuring and analyzing aggregate fluctuations: the importance of building from microeconomic evidence," Review, Federal Reserve Bank of St. Louis, issue May, pages 55-78.
    3. van Ours, J.C. & Stoeldraijer, L., 2010. "Age, Wage and Productivity," Other publications TiSEM 1521c170-405f-41a4-9bd0-c, Tilburg University, School of Economics and Management.
    4. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1.
    5. V. Vandenberghe & F. Waltenberg & M. Rigo, 2013. "Ageing and employability. Evidence from Belgian firm-level data," Journal of Productivity Analysis, Springer, vol. 40(1), pages 111-136, August.
    6. Mika Maliranta & Pekka Ilmakunnas, 2005. "Decomposing productivity and wage effects of intraestablishment labor restructuring," Labor and Demography 0511003, University Library of Munich, Germany.
    7. Ragnhild Balsvik, 2011. "Is Labor Mobility a Channel for Spillovers from Multinationals? Evidence from Norwegian Manufacturing," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 285-297, February.
    8. Göbel, Christian & Zwick, Thomas, 2013. "Are personnel measures effective in increasing productivity of old workers?," Labour Economics, Elsevier, vol. 22(C), pages 80-93.
    9. Robert M. Hutchens, 1988. "Do Job Opportunities Decline with Age?," ILR Review, Cornell University, ILR School, vol. 42(1), pages 89-99, October.
    10. Haltiwanger, John C. & Lane, Julia I. & Spletzer, James R., 2007. "Wages, productivity, and the dynamic interaction of businesses and workers," Labour Economics, Elsevier, vol. 14(3), pages 575-602, June.
    11. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-990, October.
    12. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    13. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    14. repec:dgr:rugccs:200311 is not listed on IDEAS
    15. Aghion, Philippe & Howitt, Peter, 1996. "The Observational Implications of Schumpeterian Growth Theory," Empirical Economics, Springer, vol. 21(1), pages 13-25.
    16. Bart van Ark & Robert Inklaar & Robert H. McGuckin, 2003. "ICT and Productivity in Europe and the United States Where Do the Differences Come From?," CESifo Economic Studies, CESifo Group, vol. 49(3), pages 295-318.
    17. Ernst R. Berndt & Charles R. Hulten, 2007. "Introduction to "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches"," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 1-14, National Bureau of Economic Research, Inc.
    18. Ark, Bart van & Inklaar, Robert & McGuckin, Robert H., 2003. "ICT and productivity in Europe and the United States," CCSO Working Papers 200311, University of Groningen, CCSO Centre for Economic Research.
    19. Pekka Ilmakunnas & Mika Maliranta & Jari Vainiomäki, 2004. "The Roles of Employer and Employee Characteristics for Plant Productivity," Journal of Productivity Analysis, Springer, vol. 21(3), pages 249-276, May.
    20. Andrey Stoyanov & Nikolay Zubanov, 2012. "Productivity Spillovers across Firms through Worker Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 168-198, April.
    21. Kronenberg, Kristin & Carree, Martin, 2010. "The effects of workforce composition, labor turnover, and the qualities of entering and exiting workers on productivity growth," MPRA Paper 25844, University Library of Munich, Germany.
    22. 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.
    23. Tomi Kyyrä & Ralf A. Wilke, 2007. "Reduction in the Long-Term Unemployment of the Elderly: A Success Story from Finland," Journal of the European Economic Association, MIT Press, vol. 5(1), pages 154-182, March.
    24. Pekka Ilmakunnas & Mika Maliranta, 2005. "Technology, Labour Characteristics and Wage‐productivity Gaps," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(5), pages 623-645, October.
    25. 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.
    26. Hendrik P. Van Dalen & Kène Henkens & Joop Schippers, 2010. "Productivity of Older Workers: Perceptions of Employers and Employees," Population and Development Review, The Population Council, Inc., vol. 36(2), pages 309-330, June.
    27. Mika Maliranta & Pierre Mohnen & Petri Rouvinen, 2009. "Is inter-firm labor mobility a channel of knowledge spillovers? Evidence from a linked employer--employee panel," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1161-1191, December.
    28. Kaiser, Ulrich & Kongsted, Hans Christian & Rønde, Thomas, 2015. "Does the mobility of R&D labor increase innovation?," Journal of Economic Behavior & Organization, Elsevier, vol. 110(C), pages 91-105.
    29. Judith K. Hellerstein & David Neumark, 2007. "Production Function and Wage Equation Estimation with Heterogeneous Labor: Evidence from a New Matched Employer-Employee Data Set," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 31-71, National Bureau of Economic Research, Inc.
    30. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    31. Ron Boschma & Rikard Eriksson & Urban Lindgren, 2009. "How does labour mobility affect the performance of plants? The importance of relatedness and geographical proximity," Journal of Economic Geography, Oxford University Press, vol. 9(2), pages 169-190, March.
    32. Pierpaolo Parrotta & Dario Pozzoli, 2012. "The effect of learning by hiring on productivity," RAND Journal of Economics, RAND Corporation, vol. 43(1), pages 167-185, March.
    33. Pekka Ilmakunnas & Mika Maliranta & Jari Vainiomaki, 2005. "Worker turnover and productivity growth," Applied Economics Letters, Taylor & Francis Journals, vol. 12(7), pages 395-398.
    34. van Ours, Jan C. & Stoeldraijer, Lenny, 2010. "Age, wage and productivity," CEPR Discussion Papers 7713, C.E.P.R. Discussion Papers.
    35. Bert M. Balk, 2016. "The Dynamics of Productivity Change: A Review of the Bottom-Up Approach," Springer Proceedings in Business and Economics, in: William H. Greene & Lynda Khalaf & Robin Sickles & Michael Veall & Marcel-Cristian Voia (ed.), Productivity and Efficiency Analysis, edition 1, chapter 0, pages 15-49, Springer.
    36. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    37. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.
    38. Patrick Aubert & Eve Caroli & Muriel Roger, 2006. "New technologies, organisation and age: firm-level evidence," Economic Journal, Royal Economic Society, vol. 116(509), pages 73-93, February.
    39. Pekka Ilmakunnas & Seija Ilmakunnas, 2015. "Hiring Older Employees: Do the Age Limits of Early Retirement and the Contribution Rates of Firms Matter?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(1), pages 164-194, January.
    40. Julia I. Lane & John C. Haltiwanger & James Spletzer, 1999. "Productivity Differences across Employers: The Roles of Employer Size, Age, and Human Capital," American Economic Review, American Economic Association, vol. 89(2), pages 94-98, May.
    41. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    42. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    43. Patrick Aubert & Bruno Crépon, 2003. "La productivité des salariés âgés : une tentative d'estimation," Économie et Statistique, Programme National Persée, vol. 368(1), pages 95-119.
    44. Francesco Daveri, 2004. "Delayed IT Usage: Is It Really the Drag on Europe's Productivity?," CESifo Economic Studies, CESifo Group, vol. 50(3), pages 397-421.
    45. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-446, July.
    46. William H. Greene & Lynda Khalaf & Robin Sickles & Michael Veall & Marcel-Cristian Voia (ed.), 2016. "Productivity and Efficiency Analysis," Springer Proceedings in Business and Economics, Springer, edition 1, number 978-3-319-23228-7, March.
    47. Daniel, Kirsten & Heywood, John S., 2007. "The determinants of hiring older workers: UK evidence," Labour Economics, Elsevier, vol. 14(1), pages 35-51, January.
    48. Hutchens, Robert, 1986. "Delayed Payment Contracts and a Firm's Propensity to Hire Older Workers," Journal of Labor Economics, University of Chicago Press, vol. 4(4), pages 439-457, October.
    49. Hakola, Tuulia & Uusitalo, Roope, 2005. "Not so voluntary retirement decisions? Evidence from a pension reform," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2121-2136, December.
    50. Ernst R. Berndt & Charles R. Hulten, 2007. "Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches," NBER Books, National Bureau of Economic Research, Inc, number bern07-1.
    51. Bingley, Paul & Westergaard-Nielsen, Niels, 2004. "Personnel policy and profit," Journal of Business Research, Elsevier, vol. 57(5), pages 557-563, May.
    52. Alessandra Cataldi & Stephan Kampelmann & François Rycx, 2011. "Productivity-Wage Gaps Among Age Groups: Does the ICT Environment Matter?," De Economist, Springer, vol. 159(2), pages 193-221, June.
    53. repec:dau:papers:123456789/7971 is not listed on IDEAS
    54. repec:dau:papers:123456789/10051 is not listed on IDEAS
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    4. Liis Roosaar & Jaan Masso & Urmas Varblane, 2017. "The Structural Change And Labour Productivity Of Firms: Do Changes In The Age And Wage Structure Of Employees Matter?," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 103, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    5. Vlandas, Tim, 2022. "Grey power and Economic Performance," SocArXiv d3ybr, Center for Open Science.
    6. Kim , Jinyoung & Park , Cyn-Young, 2020. "Education, Skill Training, and Lifelong Learning in the Era of Technological Revolution," ADB Economics Working Paper Series 606, Asian Development Bank.
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    More about this item

    Keywords

    Aging; Productivity; Wage; Profits; Hiring; Separation; Employer–employee data;
    All these keywords.

    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions

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