Who gains when workers train? Training and corporate productivity in a panel of British industries

There is a vast empirical literature of the effects of training on wages that are taken as an indirect measure of productivity. This paper is part of a smaller literature on the effects of training on direct measures of industrial productivity. We analyse a panel of British industries between 1983 and 1996. Training information (and other individual productivity indicators such as education and experience) is derived from a question that has been asked consistently over time in the Labour Force Survey. This is combined with complementary industry-level data sources on value added, wages, labour and capital. We use a variety of panel data techniques (including system GMM) to argue that training significantly boosts productivity. The existing literature has underestimated the full effects of training for two reasons. First, it has tended to treat training as exogenous whereas in reality firms may choose to re-allocate workers to training when demand (and therefore productivity) is low. Secondly, our estimates of the effects of training on wages are about half the size of the effects on industrial productivity. It is misleading to ignore the pay-off firms take in higher profits from training. The effects are economically large. For example, raising the proportion of workers trained in an industry by 5 percentage points (say from the average of 10% to 15%) is associated with a 4 per cent increase in value added per worker and a 1.6 per cent increase in wages.

[1]  S. Nickell,et al.  Does Doing Badly Encourage Management Innovation , 2001 .

[2]  B. Sianesi,et al.  The Returns to Education: A Review of the Macro-Economic Literature , 2000 .

[3]  P. Howitt,et al.  Endogenous Growth Theory , 1999 .

[4]  P. O'Connell,et al.  Does Training Generally Work? The Returns to in-Company Training , 1999, SSRN Electronic Journal.

[5]  S. McIntosh A Cross-Country Comparison of the Determinants of Vocational Training , 1999 .

[6]  Rachel Griffith,et al.  Using the ARD Establishment Level Data to Look at Foreign Ownership and Productivity in the United Kingdom , 1999 .

[7]  Stephen Bond,et al.  GMM Estimation with persistent panel data: an application to production functions , 1999 .

[8]  Rachel Griffith,et al.  Productivity and the role of government , 1998 .

[9]  Stephen Machin,et al.  Technology and Changes in Skill Structure: Evidence from Seven OECD Countries , 1998 .

[10]  R. Blundell,et al.  Initial Conditions and Moment Restrictions in Dynamic Panel Data Models , 1998 .

[11]  Costas Meghir,et al.  The Returns from Education and Training to the Individual, the Firm and the Economy: A Review of the Theoretical and Empirical Literature , 1998 .

[12]  D. Acemoglu,et al.  The Structure of Wages and Investment in General Training , 1998, Journal of Political Economy.

[13]  Sandra E. Black,et al.  How to Compete: The Impact of Workplace Practices and Information Technology on Productivity , 1997, Review of Economics and Statistics.

[14]  F. Green Skill, Training, Organisational Commitment and Unemployment: The Economics of a Labour Strategy Management , 1996 .

[15]  Geoff Mason,et al.  Productivity, Machinery and Skills in the United States and Western Europe , 1996, National Institute Economic Review.

[16]  S. Redding The low-skill, low-quality trap: strategic complementarities between human capital and R & D , 1996 .

[17]  Casey Ichniowski,et al.  The Effects of Human Resource Management Practices on Productivity , 1995 .

[18]  Casey Ichniowski,et al.  The Effects of Human Resource Management Practices on Productivity , 1995 .

[19]  L. Dyer,et al.  Human resource strategies and firm performance: what do we know and where do we need to go? , 1995 .

[20]  Mark A. Huselid The Impact of Human Resource Management Practices on Turnover, Productivity, and Corporate Financial Performance , 1995 .

[21]  John Paul MacDuffie,et al.  Do U.S. Firms Invest Less in Human Resources?: Training in the World Auto Industry , 1995 .

[22]  Zvi Griliches,et al.  Production Functions: The Search for Identification , 1995 .

[23]  Zvi Griliches,et al.  Econometrics and Economic Theory in the 20th Century: Production Functions: The Search for Identification , 1995 .

[24]  M. Stevens A THEORETICAL MODEL OF ON-THE-JOB TRAINING WITH IMPERFECT COMPETITION , 1994 .

[25]  Rainer Winkelmann,et al.  Training, Earnings and Mobility in Germany , 1994 .

[26]  B. Ark,et al.  Vocational Training and Productivity Performance: An Anglo‐Dutch Comparison , 1994 .

[27]  Karin Wagner,et al.  Productivity, Product Quality and Workforce Skills: Food Processing in Four European Countries , 1994, National Institute Economic Review.

[28]  J. Stock,et al.  Instrumental Variables Regression with Weak Instruments , 1994 .

[29]  Jack H. Knott,et al.  Are Training Subsidies for Firms Effective? The Michigan Experience , 1993 .

[30]  P. Chapman The economics of training , 1993 .

[31]  J. Koning Evaluating Training at the Company Level , 1993 .

[32]  Alison L. Booth,et al.  Private Sector Training and Graduate Earnings , 1993 .

[33]  David Stern,et al.  Becoming a High-Performance Work Organization: The Role of Security, Employee Involvement, and Training , 1992 .

[34]  Ann P. Bartel,et al.  Training, Wage Growth, and Job Performance: Evidence from a Company Database , 1992, Journal of Labor Economics.

[35]  Lisa M. Lynch,et al.  Training at Work: A Comparison of U.S. And British Youths , 1992 .

[36]  Ann P. Bartel,et al.  Productivity Gains from the Implementation of Employee Training Programs , 1991 .

[37]  Z. Griliches The Search for R&D Spillovers , 1991 .

[38]  M. Arellano,et al.  Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations , 1991 .

[39]  Karin Wagner,et al.  Productivity and Vocational Skills in Services in Britain and Germany: Hotels , 1989, National Institute Economic Review.

[40]  H. Steedman,et al.  Productivity, Machinery and Skills: Clothing Manufacture in Britain and Germany , 1989, National Institute Economic Review.

[41]  John M. Barron,et al.  Job Matching and On-the-Job Training , 1989, Journal of Labor Economics.

[42]  Karin Wagner,et al.  A Second Look At Productivity, Machinery and Skills in Britain and Germany , 1987, National Institute Economic Review.

[43]  Hong W. Tan,et al.  Private Sector Training: Who Gets It and What Are Its Effects , 1986 .

[44]  Anne Daly,et al.  Productivity, Machinery and Skills in a Sample of British and German Manufacturing Plants , 1985, National Institute Economic Review.

[45]  E. Lazear Why Is There Mandatory Retirement? , 1979, Journal of Political Economy.

[46]  Charles C. Brown Estimating the Determinants of Employee Performance , 1979 .

[47]  Z. Griliches,et al.  Is aggregation necessarily bad , 1960 .

[48]  David Card The Causal Effect of Education on Learning , 1999 .

[49]  M. O’Mahony Anglo‐German Productivity Differences: The Role of Broad Capital , 1998 .

[50]  L. Lynch A Needs Analysis of Training Data: What Do We Want, What Do We Have, Can We Ever Get It? , 1998 .

[51]  Sandra E. Black,et al.  Human-Capital Investments and Productivity , 1996 .

[52]  F. Green Skill, training, organisational commitment and unemployment: the economics of a labour management strategy , 1996 .

[53]  S. J. Prais,et al.  Productivity, education, and training : an international perspective , 1995 .

[54]  John H. Bishop,et al.  The Impact of Previous Training on Productivity and Wages , 1994 .

[55]  L. Lynch Private-Sector Training and the Earnings of Young Workers , 1992 .

[56]  H. Steedman,et al.  Productivity, Machinery and Skills , 1990 .

[57]  M. Nerlove,et al.  Biases in dynamic models with fixed effects , 1988 .