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Are firms willing to employ a greying and feminizing workforce?



    (UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut de Recherches Economiques et Sociales (IRES), Economics School of Louvain (ESL),)

Are employers willing to employ more older individuals, in particular older women? Higher employment among the older segments of the population will only materialise 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 & Frazer (2006), ii) alongside more traditional IV-GMM methods (Blundell & 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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Paper provided by Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES) in its series Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) with number 2012016.

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Length: 49
Date of creation: 18 Jul 2012
Date of revision:
Handle: RePEc:ctl:louvir:2012016
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  1. 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.
  2. Benoit Dostie & Pierre Thomas Léger, 2011. "Firm-Sponsored Classroom Training: Is It Worth It For Older Workers?," Cahiers de recherche 11-06, HEC Montréal, Institut d'économie appliquée.
  3. Vincent VANDENBERGHE, 2011. "Firm-level Evidence on Gender Wage Discrimination in the Belgian Private Economy," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2011016, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  4. Anne Case & Christina Paxson, 2005. "Sex differences in morbidity and mortality," Demography, Springer, vol. 42(2), pages 189-214, May.
  5. Saint-Paul, Gilles, 2010. "Does the welfare state make older workers unemployable?," CEPREMAP Working Papers (Docweb) 1003, CEPREMAP.
  6. Pfeifer, Christian & Wagner, Joachim, 2012. "Age and Gender Composition of the Workforce, Productivity and Profits: Evidence from a New Type of Data for German Enterprises," IZA Discussion Papers 6381, Institute for the Study of Labor (IZA).
  7. Sveinbjörn Blöndal & Stefano Scarpetta, 1999. "The Retirement Decision in OECD Countries," OECD Economics Department Working Papers 202, OECD Publishing.
  8. 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.
  9. 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.
  10. Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
  11. Richard Blundell & Steve Bond, 1999. "GMM estimation with persistent panel data: an application to production functions," IFS Working Papers W99/04, Institute for Fiscal Studies.
  12. 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.
  13. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November.
  14. 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.
  15. V. Vandenberghe, 2011. "Boosting the Employment Rate of Older Men and Women," De Economist, Springer, vol. 159(2), pages 159-191, June.
  16. 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.
  17. 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.
  18. 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 409-46, July.
  19. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  20. Cardoso, Ana Rute & Guimaraes, Paulo & Varejão, José, 2010. "Are Older Workers Worthy of Their Pay? An Empirical Investigation of Age-Productivity and Age-Wage Nexuses," IZA Discussion Papers 5121, Institute for the Study of Labor (IZA).
  21. 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.
  22. Grund, Christian & Westergård-Nielsen, Niels, 2005. "Age Structure of the Workforce and Firm Performance," Working Papers 05-10, University of Aarhus, Aarhus School of Business, Department of Economics.
  23. JOUSTEN, Alain & LEFEBVRE, Mathieu & PERELMAN, Sergio & PESTIEAU, Pierre, . "The effects of early retirement on youth unemployment: the case of Belgium," CORE Discussion Papers RP 2199, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  24. David Dorn & Alfonso Sousa-Poza, 2010. "'Voluntary' and 'involuntary' early retirement: an international analysis," Applied Economics, Taylor & Francis Journals, vol. 42(4), pages 427-438.
  25. Benoit Dostie, 2006. "Wages, Productivity and Aging," Cahiers de recherche 0645, CIRPEE.
  26. Olivia S. Mitchell & Gary S. Fields, 1983. "The Economics of Retirement Behavior," NBER Working Papers 1128, National Bureau of Economic Research, Inc.
  27. 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 210-42, April.
  28. Eric J. Bartelsman & Mark Doms, 2000. "Understanding productivity: lessons from longitudinal microdata," Finance and Economics Discussion Series 2000-19, Board of Governors of the Federal Reserve System (U.S.).
  29. Z, Griliches & Jacques Mairesse, 1997. "Production Functions : The Search for Identification," Working Papers 97-30, Centre de Recherche en Economie et Statistique.
  30. James Levinsohn & Amil Petrin, 2000. "Estimating Production Functions Using Inputs to Control for Unobservables," NBER Working Papers 7819, National Bureau of Economic Research, Inc.
  31. 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.
  32. Silvana Pozzebon & Olivia S. Mitchell, 1986. "Married Women's Retirement Behavior," NBER Working Papers 2104, National Bureau of Economic Research, Inc.
  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. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
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