The Impact Of Information Technology On High-Skilled Labor In Services: Evidence From Firm-Level Panel Data
This paper analyses the link between the high-skilled employment share and the level of investment in information technology (IT) in the service production process. The analysis is based on an unbalanced panel data set for 933 West German firms over the period 1994-1996. To account for firms which do not employ high-skilled labor. proxied by university graduates. fixed and random effects Tobit models are applied. We investigate whether the impoflance of IT varies across subsectors by allowing coefficients to differ across the main service sector industries. The empirical evidence indicates that firms with a higher IT investment to output ratio employ a laier fraction of high-skilled workers. However the size of the IT effect on skill intensity is rather small.
Volume (Year): 10 (2001)
Issue (Month): 4 ()
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Powell, James L, 1986. "Symmetrically Trimmed Least Squares Estimation for Tobit Models," Econometrica, Econometric Society, vol. 54(6), pages 1435-60, November.
- Zvi Griliches & Jerry A. Hausman, 1984.
"Errors in Variables in Panel Data,"
NBER Technical Working Papers
0037, National Bureau of Economic Research, Inc.
- Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
- Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 1999.
"Information Technology, Workplace Organization and the Demand for Skilled Labor: Firm-Level Evidence,"
NBER Working Papers
7136, National Bureau of Economic Research, Inc.
- Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, And The Demand For Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, MIT Press, vol. 117(1), pages 339-376, February.
- G. S. Maddala, 1987. "Limited Dependent Variable Models Using Panel Data," Journal of Human Resources, University of Wisconsin Press, vol. 22(3), pages 307-338.
- Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
- Paul V. Grootendorst, 1997. "Health care policy evaluation using longitudinal insurance claims data: An application of the Panel Tobit estimator," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 365-382.
- Berman, Eli & Bound, John & Griliches, Zvi, 1994. "Changes in the Demand for Skilled Labor within U.S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, MIT Press, vol. 109(2), pages 367-97, May.
- Doms, Mark & Dunne, Timothy & Troske, Kenneth R, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, MIT Press, vol. 112(1), pages 253-90, February.
- Stephen Machin & Annette Ryan & John Van Reenen, 1996.
"Technology and changes in skill structure: Evidence from an international panel of industries,"
IFS Working Papers
W96/06, Institute for Fiscal Studies.
- Stephen Machin & A Ryan & John Van Reenen, 1996. "Technology and Changes in Skill Structure: Evidence from an International Panel of Industries," CEP Discussion Papers dp0297, Centre for Economic Performance, LSE.
- Machin, Steve & Van Reenen, John, 1996. "Technology and Changes in Skill Structure: Evidence from an International Panel of Industries," CEPR Discussion Papers 1434, C.E.P.R. Discussion Papers.
- Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May.
- Licht, Georg & Harhoff, Dietmar, 1993. "Das Mannheimer Innovationspanel," ZEW Discussion Papers 93-21, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- David Autor & Lawrence Katz & Alan Krueger, 1997.
"Computing Inequality: Have Computers Changed the Labor Market?,"
756, Princeton University, Department of Economics, Industrial Relations Section..
- David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed The Labor Market?," The Quarterly Journal of Economics, MIT Press, vol. 113(4), pages 1169-1213, November.
- David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1997. "Computing Inequality: Have Computers Changed the Labor Market?," NBER Working Papers 5956, National Bureau of Economic Research, Inc.
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