Measurement error and time aggregation: a closer look at estimates of output-labor elasticities
This paper analyzes the effect of time aggregation on estimates of the elasticities of output with respect to employment and to average hours of work. The main goal is to get accurate estimates of production function parameters. Low frequency data generate better estimates of output-employment elasticity while high frequency data generate better estimates of output-average hours elasticity. This result comes from the fact that time aggregation increases (decreases) the bias in the estimate of the elasticity with respect to average hours (employment). Estimations of these elasticities at different data frequencies and numerical simulations illustrate this point. In addition, this estimation methodology shows that the elasticity of output with respect to employment is bigger than the elasticity of output with respect to average hours, as theory predicts, contradicting an established result in the literature.
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References listed on IDEAS
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- Shea, John, 1993. "The Input-Output Approach to Instrument Selection," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 145-155, April.
- Zellner, Arnold & Montmarquette, Claude, 1971. "A Study of Some Aspects of Temporal Aggregation Problems in Econometric Analyses," The Review of Economics and Statistics, MIT Press, vol. 53(4), pages 335-342, November.
- Dickens, William T & Lundberg, Shelly J, 1993.
"Hours Restrictions and Labor Supply,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(1), pages 169-192, February.
- William T. Dickens & Shelly J. Lundberg, 1985. "Hours Restrictions and Labor Supply," NBER Working Papers 1638, National Bureau of Economic Research, Inc.
- Kahn, Shulamit & Lang, Kevin, 1991. "The Effect of Hours Constraints on Labor Supply Estimates," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 605-611, November.
- Shulamit Kahn & Kevin Lang, 1988. "The Effects of Hours Constraints on Labor Supply Estimates," NBER Working Papers 2647, National Bureau of Economic Research, Inc.
- Trejo, Stephen J, 1991. "The Effects of Overtime Pay Regulation on Worker Compensation," American Economic Review, American Economic Association, vol. 81(4), pages 719-740, September.
- Robert E. Hall, 1980. "Employment Fluctuations and Wage Rigidity," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 11(1, Tenth ), pages 91-142.
- Timothy F. Bresnahan & Valerie A. Ramey, 1994. "Output Fluctuations at the Plant Level," The Quarterly Journal of Economics, Oxford University Press, vol. 109(3), pages 593-624.
- Timothy F. Bresnahan & Valerie A. Ramey, 1992. "Output Fluctuations at the Plant Level," NBER Working Papers 4105, National Bureau of Economic Research, Inc.
- Leslie, Derek G & Wise, John, 1980. "The Productivity of Hours in U.K. Manufacturing and Production Industries," Economic Journal, Royal Economic Society, vol. 90(357), pages 74-84, March. Full references (including those not matched with items on IDEAS)
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