IDEAS home Printed from https://ideas.repec.org/a/kap/jproda/v46y2016i1d10.1007_s11123-016-0471-5.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11123-016-0471-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11123-016-0471-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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, March.
    6. 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.
    7. Robert M. Hutchens, 1988. "Do Job Opportunities Decline with Age?," ILR Review, Cornell University, ILR School, vol. 42(1), pages 89-99, October.
    8. 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.
    9. 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.
    10. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    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. 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.
    19. van Ours, Jan C. & Stoeldraijer, Lenny, 2010. "Age, wage and productivity," CEPR Discussion Papers 7713, C.E.P.R. Discussion Papers.
    20. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    21. 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.
    22. 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.
    23. 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.
    24. repec:dau:papers:123456789/7971 is not listed on IDEAS
    25. 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.
    26. repec:dgr:rugccs:200311 is not listed on IDEAS
    27. 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.
    28. 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.
    29. 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.
    30. Christian Göbel & Thomas Zwick, 2012. "Age and Productivity: Sector Differences," De Economist, Springer, vol. 160(1), pages 35-57, March.
    31. 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.
    32. 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.
    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. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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, March.
    40. Bingley, Paul & Westergaard-Nielsen, Niels, 2004. "Personnel policy and profit," Journal of Business Research, Elsevier, vol. 57(5), pages 557-563, May.
    41. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. Daniel, Kirsten & Heywood, John S., 2007. "The determinants of hiring older workers: UK evidence," Labour Economics, Elsevier, vol. 14(1), pages 35-51, January.
    47. 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.
    48. Mika Maliranta & Pekka Ilmakunnas, 2005. "Decomposing productivity and wage effects of intraestablishment labor restructuring," Labor and Demography 0511003, University Library of Munich, Germany.
    49. Göbel, Christian & Zwick, Thomas, 2013. "Are personnel measures effective in increasing productivity of old workers?," Labour Economics, Elsevier, vol. 22(C), pages 80-93.
    50. 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.
    51. repec:dau:papers:123456789/10051 is not listed on IDEAS
    52. 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.
    53. Aghion, Philippe & Howitt, Peter, 1996. "The Observational Implications of Schumpeterian Growth Theory," Empirical Economics, Springer, vol. 21(1), pages 13-25.
    54. 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.
    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. Wang, Jianlong & Wang, Weilong & Liu, Yong & Wu, Haitao, 2023. "Can industrial robots reduce carbon emissions? Based on the perspective of energy rebound effect and labor factor flow in China," Technology in Society, Elsevier, vol. 72(C).
    2. Muhammad Azmat Hayat & Mumtaz Anwar Chaudhry & Maryam Batool & Huma Ghulam & Abid Raza Khan & Cristi Spulbar & Muhammad Zahid Naeem & Ramona Birau & Maria Magdalena Criveanu, 2022. "Turning Crisis into a Sustainable Opportunity Regarding Demand for Training and New Skills in Labor Market: An Empirical Analysis of COVID-19 Pandemic and Skills Upgradation," Sustainability, MDPI, vol. 14(24), pages 1-14, December.
    3. Mika Maliranta & Satu Nurmi, 2019. "Business owners, employees, and firm performance," Small Business Economics, Springer, vol. 52(1), pages 111-129, January.
    4. 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.
    5. 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).
    6. Vlandas, Tim, 2022. "Grey power and Economic Performance," SocArXiv d3ybr, Center for Open Science.
    7. Jinyoung Kim & Cyn‐Young Park, 2020. "Education, skill training, and lifelong learning in the era of technological revolution: a review," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 34(2), pages 3-19, November.

    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. Mika Maliranta & Satu Nurmi, 2019. "Business owners, employees, and firm performance," Small Business Economics, Springer, vol. 52(1), pages 111-129, January.
    2. Pekka Ilmakunnas & Seija Ilmakunnas, 2011. "Diversity at the Workplace: Whom Does it Benefit?," De Economist, Springer, vol. 159(2), pages 223-255, June.
    3. 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.
    4. François Rycx & Yves Saks & Ilan Tojerow, 2015. "Does Education Raise Productivity and Wages Equally? The Moderating Roles of Age, Gender and Industry," Working Paper Research 281, National Bank of Belgium.
    5. Ana Cardoso & Paulo Guimarães & José Varejão, 2011. "Are Older Workers Worthy of Their Pay? An Empirical Investigation of Age-Productivity and Age-Wage Nexuses," De Economist, Springer, vol. 159(2), pages 95-111, June.
    6. Börsch-Supan, Axel & Weiss, Matthias, 2016. "Productivity and age: Evidence from work teams at the assembly line," The Journal of the Economics of Ageing, Elsevier, vol. 7(C), pages 30-42.
    7. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.
    8. Schneider, Lutz, 2011. "Zum Einfluss von Alter und Erfahrung auf Produktivitäts- und Lohnprofile - Befunde einer Linked-Employer-Employee-Analyse," VfS Annual Conference 2011 (Frankfurt, Main): The Order of the World Economy - Lessons from the Crisis 48728, Verein für Socialpolitik / German Economic Association.
    9. Jaana Rahko, 2017. "Knowledge spillovers through inventor mobility: the effect on firm-level patenting," The Journal of Technology Transfer, Springer, vol. 42(3), pages 585-614, June.
    10. Stephan Kampelmann & François Rycx & Yves Saks & Ilan Tojerow, 2018. "Does education raise productivity and wages equally? The moderating role of age and gender," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-37, December.
    11. Lovász, Anna & Rigó, Mariann, 2013. "Vintage effects, aging and productivity," Labour Economics, Elsevier, vol. 22(C), pages 47-60.
    12. Thierry Lallemand & François Rycx, 2009. "Are Older Workers Harmful for Firm Productivity?," De Economist, Springer, vol. 157(3), pages 273-292, September.
    13. Paul Hek & Daniel Vuuren, 2011. "Are older workers overpaid? A literature review," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(4), pages 436-460, August.
    14. Kampelmann, Stephan & Mahy, Benoît & Rycx, François & Vermeylen, Guillaume, 2016. "Who Is Your Perfect Match? Educational Norms, Educational Mismatch and Firm Profitability," IZA Discussion Papers 10399, Institute of Labor Economics (IZA).
    15. Mahlberg, Bernhard & Freund, Inga & Crespo Cuaresma, Jesús & Prskawetz, Alexia, 2013. "Ageing, productivity and wages in Austria," Labour Economics, Elsevier, vol. 22(C), pages 5-15.
    16. Stephan Kampelmann & François Rycx, 2012. "Are Occupations Paid What They are Worth? An Econometric Study of Occupational Wage Inequality and Productivity," De Economist, Springer, vol. 160(3), pages 257-287, September.
    17. Thierry Lallemand & François Rycx, 2009. "Are young and old workers harmful for firm productivity?," DULBEA Working Papers 09-02.RS, ULB -- Universite Libre de Bruxelles.
    18. V. Vandenberghe, 2017. "The productivity challenge. What to expect from better-quality labour and capital inputs?," Applied Economics, Taylor & Francis Journals, vol. 49(40), pages 4013-4025, August.
    19. Benoît Mahy & François Rycx & Guillaume Vermeylen & Mélanie Volral, 2018. "Productivity, wages and profits: Does firms’ position in the value chain matter?," Working Paper Research 358, National Bank of Belgium.
    20. Benoit Dostie, 2011. "Wages, Productivity and Aging," De Economist, Springer, vol. 159(2), pages 139-158, June.

    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

    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:kap:jproda:v:46:y:2016:i:1:d:10.1007_s11123-016-0471-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.