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Productivity-Wage Gaps Among Age Groups: Does the ICT Environment Matter?

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Abstract

This paper disentangles the age-productivity-wage nexus by estimating productivity and wage equations with longitudinal employer-employee panel data for Belgium. Results indicate that workers above 49 years are significantly less productive than their younger colleagues. Moreover, while relative productivities across age groups are not found to differ significantly between ICT and non ICT firms, the upward sloping age-wage profile appears to be somewhat steeper in ICT firms. Yet, whatever the ICT environment, findings show that young workers are paid below and older workers above their marginal productivity. This pattern is in line with the deferred payment model developed by Lazear (J Polit Econ 87:1261–1284, 1979).

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References

  • Acemoglu K. (2002) Technical change, inequality, and the labor market. Journal of Economic Literature 40: 7–72

    Article  Google Scholar 

  • Ahituv, A., & Zeira, J. (2002). Technical progress and early retirement. Working paper nr. 02-007, Harvard University, John F. Kennedy School of Government.

  • Arellano M., Bond S. (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies 58: 277–297

    Article  Google Scholar 

  • Aubert P., Crépon B. (2003) La productivité des salariés âgés: une tentative d’estimation. Economie et Statistique 368: 95–119

    Article  Google Scholar 

  • Aubert P., Caroli E., Roger M. (2006) New technologies, organisation and age: Firm-level evidence. Economic Journal 116: F73–F93

    Article  Google Scholar 

  • Autor D., Katz L., Krueger A. (1998) Computing inequality: Have computers changed the labor market?. Quarterly Journal of Economics 113: 1169–1213

    Article  Google Scholar 

  • Bartel A., Sichermann N. (1993) Technological change and retirement decision of older workers. Journal of Labor Economics 11: 162–183

    Article  Google Scholar 

  • Beckmann, M. (2004). Age-biased technological and organizational change: Firm-level evidence for West Germany. Mimeo, University of Munich.

  • Bertschek I., Meyer J. (2009) Do older workers lower IT-enabled productivity? Firm-level evidence from Germany. Jahrbücher für Nationalökonomie und Statistik 229: 327–342

    Google Scholar 

  • Boockmann B., Zwick T. (2004) Betriebliche Determinanten der Beschäf-tigung älterer Arbeitnehmer’. Zeitschrift für ArbeitsmarktForschung (Journal for Labour Market Research) 37: 53–63

    Google Scholar 

  • Börsch-Supan, A., Düzgün, I., & Weiss, M. (2005). Altern und Produktivität: Zum Stand der Forschung. MEA discussion paper nr. 05073.

  • Bresnahan T., Brynjolfsson E., Lorin M. (2002) Information technology, workplace organization and the demand for skilled labour: Firm-level evidence. Quarterly Journal of Economics 117: 339–376

    Article  Google Scholar 

  • Breusch T., Pagan A. (1980) The LM test and its application to model specification in econometrics. Review of Economic Studies 47: 239–254

    Article  Google Scholar 

  • Brooke L. (2003) Human resources costs and benefits of maintaining a mature-age workforce. International Journal of Manpower 24: 260–284

    Article  Google Scholar 

  • Card D., DiNardo J. (2002) Skill-biased technological change and rising wage inequality: Some problems and puzzles. Journal of Labor Economics 20: 733–783

    Article  Google Scholar 

  • Cardoso, A. R., Guimarães, P., & Varejão, J. (2011). Are older workers worthy of their pay? An empirical investigation of age-productivity and age-wage nexuses. De Economist. doi:10.1007/s10645-011-9163-8.

  • Czaja S., Sharit J. (1998) Ability performance relationship as a function of age and task experience for a data entry task. Journal of Experimental Psychology: Applied 4: 332–351

    Article  Google Scholar 

  • De Koning, J. (2005). Incentives to take up work and remain at work longer. Paper presented at the Thematic Review Seminar of the European Employment Strategy, April 20, 2005.

  • Demunter, C. (2000). Structure and distribution of earnings survey: Analysis 1995. Statistics Belgium working paper, Brussels.

  • Dostie, B. (2011). Wages, productivity and aging. De Economist, 159. doi:10.1007/s10645-011-9166-5.

  • Ehrenberg R., Smith R. (2003) Modern labor economics. Theory and public policy. Addison-Wesley, Boston

    Google Scholar 

  • eInclusion@EU (2007). ICT for active ageing at work. Reflection paper for the i2010 eInclusion SubGroup, Brussels.

  • Friedberg L. (2003) The impact of technological change on older workers: Evidence from data on computer use. Industrial and Labor Relations Review 56: 511–529

    Article  Google Scholar 

  • Giannakouris, K. (2008). Ageing characterises the demographic perspectives of the European societies. Statistics in Focus nr. 72, Eurostat.

  • Göbel, C., & Zwick, T. (2009). Age and productivity—Evidence from linked employer employee data. ZEW discussion paper nr. 09-020, Mannheim.

  • Goos M., Manning A. (2007) Lousy and lovely jobs: The rising polarization of work in Britain. Review of Economics and Statistics 89: 118–133

    Article  Google Scholar 

  • Grund, C., & Westergaard-Nielsen, N. (2005). Age structure of the workforce and firm performance. IZA discussion paper nr. 1818, Bonn.

  • Hellerstein J., Neumark D. (1995) Are earnings profiles steeper than productivity profiles? Evidence from Israeli firm data. Journal of Human Resources 30: 89–112

    Article  Google Scholar 

  • Hellerstein, J., & Neumark, D. (2004). Production function and wage equation estimation with heterogeneous labor: Evidence from a new matched employer-employee data set. NBER working paper nr. 10365, Cambridge (Ma.).

  • Hellerstein J., Neumark D., Troske K. (1999) Wages, productivity and worker characteristics: Evidence from plant-level production functions and wage equations. Journal of Labor Economics 17: 409–446

    Article  Google Scholar 

  • Ilmakunnas P., Maliranta M. (2005) Technology, labour characteristics and wage-productivity gaps. Oxford Bullettin of Economic and Statistics 67: 623–644

    Article  Google Scholar 

  • Johnson W. (1978) A theory of job shopping. Quarterly Journal of Economics 92: 261–277

    Article  Google Scholar 

  • Jovanovic B. (1979) Job matching and the theory of turnover. Journal of Political Economy 87: 972–990

    Article  Google Scholar 

  • Kampelmann, S., & Rycx, F. (2011). Task-biased changes of employment and remuneration: The case of occupations. IZA discussion paper nr. 5470, Bonn.

  • Lallemand T., Rycx F. (2009) Are older workers harmful for firm productivity?. De Economist 157: 273–292

    Article  Google Scholar 

  • Lazear E. (1979) Why is there mandatory retirement?. Journal of Political Economy 87: 1261–1284

    Article  Google Scholar 

  • Lazear, E., & Oyer, P. (2003). Internal and external labour markets: A personnel economics approach. NBER working paper nr. 10191, Cambridge (Ma.).

  • Malmberg, B., Lindh, T., & Halvarsson, M. (2005). Productivity consequences of workforce aging—Stagnation or horndal effect? Working paper nr. 2005-17, Institute for Futures Studies, Stockholm.

  • Mincer J. (1974) Schooling, experience and earnings. NBER, New York

    Google Scholar 

  • Ng T., Feldman D. (2008) The relationship of age to ten dimensions of job performance. Journal of Applied Psychology 93: 392–423

    Article  Google Scholar 

  • OECD: (2003) Ageing and employment policies—Belgium. OECD, Paris

    Google Scholar 

  • OECD: (2006) Live longer, work longer. OECD, Paris

    Book  Google Scholar 

  • OECD: (2010) Employment outlook. OECD, Paris

    Google Scholar 

  • O’Mahoney M., van Ark B. (2003) EU productivity and competitiveness: An industry perspective. Can Europe resume the catching-up process?. European Commission, Luxembourg

    Google Scholar 

  • Prskawetz, A., Mahlberg, B., Skirbekk, V., Freund, I., Winkler-Dworak, M., Lindh, T., Malmberg, B., Nordström, O., & Andersson, F. (2006). The impact of population aging on innovation and productivity growth in Europe. Research report nr. 28 for the European Commission, Vienna Institute of Demography.

  • Schleife, K. (2008). IT training and employability of older workers. ZEW discussion paper nr. 08-021.

  • Shepard R. (1999) Age and physical work capacity. Experimental Aging Research 25: 331–343

    Article  Google Scholar 

  • Skirbekk, V. (2003). Age and individual productivity: A literature survey. Technical report nr. 2003-028, Max Planck Institute for Demographic Research.

  • Tang J., MacLeod C. (2006) Labour force aging and productivity performance in Canada. Canadian Journal of Economics 39: 583–603

    Article  Google Scholar 

  • Taylor, T., & Rose, J. (2005). Bridging the divide: Older learners and new technologies—ICT and older learners: Strategies and case studies. In Proceedings of the 8th Australian vocational education and training research association conference, Brisbane.

  • van Ours J. (2009) Will you still need me: When I’m 64?’. De Economist 158: 441–460

    Article  Google Scholar 

  • van Ours, J. C., & Stoeldraijer, L. (2011). Age, wage and productivity in Dutch manufacturing. De Economist, 159. doi:10.1007/s10645-011-9159-4.

  • Vandenberghe, V., & Waltenberg, F. (2010). Ageing workforce, productivity and labour costs of Belgian firms. IRES discussion paper nr. 2010-3, Louvain-la-Neuve.

  • Walewski, M. (2008). Differences in the productivity levels of older workers in the EU A cross country analysis of the age-wage relationship. ENEPRI research report nr. 49 AIM-WP6.

  • Wooldridge J. (2002) Econometric analysis of cross section and panel data. MIT Press, Boston

    Google Scholar 

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Correspondence to François Rycx.

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Cataldi, A., Kampelmann, S. & Rycx, F. Productivity-Wage Gaps Among Age Groups: Does the ICT Environment Matter?. De Economist 159, 193–221 (2011). https://doi.org/10.1007/s10645-011-9162-9

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