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Skills and earnings revisited Author info | Abstract | Publisher info | Download info | Related research | Statistics Geraint Johnes
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Regression and neural network models of wage determination are constructed where the explanatory variables include detailed information about skills. People skills, strategic skills, and IT skills all carry strong and significant wage premia; problem-solving skills (surprisingly) and physical skills (less surprisingly) do not. In contrast to the impact of school curriculum on subsequent earnings, the neural network modelling procedure does not pick up any significant nonlinearities in the relationship between skills and earnings.
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Paper provided by Lancaster University Management School, Economics Department in its series Working Papers with number
003051.
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Date of creation: 2005Date of revision:
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Keywords: skills ; earnings ; neural networks ; References listed on IDEAS 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.:
Geraint Johnes, 2005.
"'Don't Know Much About History': Revisiting the Impact of Curriculum on Subsequent Labour Market Outcomes ,"
Bulletin of Economic Research ,
Blackwell Publishing, vol. 57(3), pages 249-271, 07.
[Downloadable!] (restricted)
Richard J. Murnane & John B. Willett & Frank Levy, 1995.
"The Growing Importance of Cognitive Skills in Wage Determination ,"
NBER Working Papers
5076, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted)
Other versions: DiNardo, John E & Pischke, Jorn-Steffen, 1997.
"The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too? ,"
The Quarterly Journal of Economics ,
MIT Press, vol. 112(1), pages 291-303, February.
Other versions:
Dinardo, J.E. & Pischke, J.S., 1996.
"The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too? ,"
Working papers
96-12, Massachusetts Institute of Technology (MIT), Department of Economics.
John E. DiNardo & Jorn-Steffen Pischke, 1996.
"The Returns to Computer Use Revisited: Have Pencils Changed the Wage Structure Too? ,"
NBER Working Papers
5606, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Johnes, Geraint, 1999.
"Forecasting Unemployment ,"
Applied Economics Letters ,
Taylor and Francis Journals, vol. 6(9), pages 605-07, September.
[Downloadable!] (restricted)
Andy Dickerson & Francis Green, 2004.
"The growth and valuation of computing and other generic skills ,"
Oxford Economic Papers ,
Oxford University Press, vol. 56(3), pages 371-406, July.
[Downloadable!] (restricted)
Geraint Johnes, 2000.
"Up Around the Bend: linear and nonlinear models of the UK economy compared ,"
International Review of Applied Economics ,
Taylor and Francis Journals, vol. 14(4), pages 485-493, October.
[Downloadable!] (restricted)
Dolton, P J & Vignoles, A, 2002.
"The Return on Post-compulsory School Mathematics Study ,"
Economica ,
London School of Economics and Political Science, vol. 69(273), pages 113-41, February.
[Downloadable!] (restricted)
Swanson, Norman R. & White, Halbert, 1997.
"Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models ,"
International Journal of Forecasting ,
Elsevier, vol. 13(4), pages 439-461, December.
[Downloadable!] (restricted)
Francis Green, 1998.
"The Value of Skills ,"
Studies in Economics
9819, Department of Economics, University of Kent.
[Downloadable!]
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