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Are firms willing to employ a greying and feminizing workforce?

  • Vandenberghe, V.

Are employers willing to employ more older individuals, in particular older women? Higher employment among the older segments of the population will only materialize if firms are willing to employ them. Although several economists have started considering the demand side of the labour market for older individuals, few have considered its gender dimension properly; despite evidence that lifting the overall senior employment rate in the EU requires significantly raising that of women older than 50. In this paper, we posit that labour demand and employability depend to a large extent on how the age/gender composition of the workforce affects firm's profits. Using unique firm-level panel data we produce robust evidence on the causal effect of age/gender on productivity (value added per worker), total labour costs and gross profits. We take advantage of the panel structure of data and resort to first differences to deal with a potential time-invariant heterogeneity bias. Moreover, inspired by recent developments in the production function estimation literature, we also address the risk of simultaneity bias (endogeneity of firm's age-gender mix choices in the short run) by combining first differences with i) the structural approach suggested by Ackerberg, Caves and Frazer (2006), ii) alongside more traditional IV-GMM methods (Blundell and Bond, 1998) where lagged values of labour inputs are used as instruments. Results suggest no negative impact of rising shares of older men on firm's gross profits, but a large negative effect of larger shares of older women. Another interesting result is that the vast and highly feminized services industry does not seem to offer working conditions that mitigate older women's productivity and employability disadvantage, on the contrary. This is not good news for older women's employability and calls for policy interventions in the Belgian private economy aimed at combating women's decline of productivity with age and/or better adapting labour costs to age-gender productivity profiles.

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File URL: http://www.sciencedirect.com/science/article/pii/S0927537112000656
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Article provided by Elsevier in its journal Labour Economics.

Volume (Year): 22 (2013)
Issue (Month): C ()
Pages: 30-46

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Handle: RePEc:eee:labeco:v:22:y:2013:i:c:p:30-46
DOI: 10.1016/j.labeco.2012.07.004
Contact details of provider: Web page: http://www.elsevier.com/locate/labeco

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  1. Saint-Paul, Gilles, 2009. "Does the Welfare State Make Older Workers Unemployable?," IZA Discussion Papers 4440, Institute for the Study of Labor (IZA).
  2. Göbel, Christian & Zwick, Thomas, 2009. "Age and productivity: evidence from linked employer employee data," ZEW Discussion Papers 09-020, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  3. Mitchell, Olivia S & Fields, Gary S, 1984. "The Economics of Retirement Behavior," Journal of Labor Economics, University of Chicago Press, vol. 2(1), pages 84-105, January.
  4. Thierry Lallemand & François Rycx, 2009. "Are Young and Old WorkersS Harmful for Firm Productivity ?," Working Papers CEB 09-002.RS, ULB -- Universite Libre de Bruxelles.
  5. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
  6. Grund, Christian & Westergård-Nielsen, Niels C., 2005. "Age Structure of the Workforce and Firm Performance," IZA Discussion Papers 1816, Institute for the Study of Labor (IZA).
  7. Fitzenberger, Bernd & Schnabel, Reinhold & Wunderlich, Gaby, 2001. "The gender gap in labor market participation and employment: a cohort analysis for West Germany," ZEW Discussion Papers 01-47, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  8. Dorn, David & Sousa-Poza, Alfonso, 2007. "'Voluntary' and 'Involuntary' Early Retirement: An International Analysis," IZA Discussion Papers 2714, Institute for the Study of Labor (IZA).
  9. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 1996. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," NBER Working Papers 5626, National Bureau of Economic Research, Inc.
  10. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," Harvard Institute of Economic Research Working Papers 1719, Harvard - Institute of Economic Research.
  11. Anne Case & Christina Paxson, 2004. "Sex Differences in Morbidity and Mortality," Working Papers 244, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  12. Judith K. Hellerstein & David Neumark, 1995. "Are Earnings Profiles Steeper Than Productivity Profiles? Evidence from Israeli Firm-Level Data," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 89-112.
  13. Judith Hellerstein & David Neumark, 2004. "Production Function and Wage Equation Estimation with Heterogenous Labor: Evidence from a New Matched Employer-Employee Dataset," Working Papers 04-05, Center for Economic Studies, U.S. Census Bureau.
  14. 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.
  15. Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
  16. Benoit Dostie, 2006. "Wages, Productivity and Aging," Cahiers de recherche 0645, CIRPEE.
  17. Christian Pfeifer & Joachim Wagner, 2012. "Age and gender composition of the workforce, productivity and profits: Evidence from a new type of data for German enterprises," Working Paper Series in Economics 232, University of Lüneburg, Institute of Economics.
  18. V. Vandenberghe, 2011. "Boosting the Employment Rate of Older Men and Women," De Economist, Springer, vol. 159(2), pages 159-191, June.
  19. Benoit Dostie & Pierre Thomas Léger, 2014. "Firm-Sponsored Classroom Training: Is It Worth It for Older Workers?," Canadian Public Policy, University of Toronto Press, vol. 40(4), pages 377-390, December.
  20. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
  21. Peracchi, Franco & Welch, Finis, 1994. "Trends in Labor Force Transitions of Older Men and Women," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 210-242, April.
  22. Vincent Vandenberghe, 2011. "Firm‐level Evidence on Gender Wage Discrimination in the Belgian Private Economy," LABOUR, CEIS, vol. 25(3), pages 330-349, 09.
  23. 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.
  24. Pozzebon, Silvana & Mitchell, Olivia S, 1989. "Married Women's Retirement Behavior," Journal of Population Economics, Springer;European Society for Population Economics, vol. 2(1), pages 39-53.
  25. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
  26. Adriaan Kalwij & Frederic Vermeulen, 2008. "Health and labour force participation of older people in Europe: What do objective health indicators add to the analysis?," Health Economics, John Wiley & Sons, Ltd., vol. 17(5), pages 619-638.
  27. G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc.
  28. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
  29. Sveinbjörn Blöndal & Stefano Scarpetta, 1999. "The Retirement Decision in OECD Countries," OECD Economics Department Working Papers 202, OECD Publishing.
  30. 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.
  31. Pierre Pestieau & Mathieu Lefèbvre & Alain Jousten & Sergio Perelman, 2008. "The Effects of Early Retirement on Youth Unemployment; The Case of Belgium," IMF Working Papers 08/30, International Monetary Fund.
  32. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  33. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
  34. Malmberg, Bo & Lindh, Thomas & Halvarsson, Max, 2005. "Productivity consequences of workforce ageing - Stagnation or a Horndal effect?," Arbetsrapport 2005:17, Institute for Futures Studies.
  35. repec:pri:cheawb:case_paxson_morbidity is not listed on IDEAS
  36. repec:pri:rpdevs:case_paxson_morbidity is not listed on IDEAS
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