EFFICIENCY MEASUREMENT IN ROTATING PANEL-DATA

Authors
Citation
A. Heshmati, EFFICIENCY MEASUREMENT IN ROTATING PANEL-DATA, Applied economics, 30(7), 1998, pp. 919-930
Citations number
23
Categorie Soggetti
Economics
Journal title
ISSN journal
00036846
Volume
30
Issue
7
Year of publication
1998
Pages
919 - 930
Database
ISI
SICI code
0003-6846(1998)30:7<919:EMIRP>2.0.ZU;2-U
Abstract
Rotating panel data are used with estimation of stochastic production frontier. The model can be viewed as a generalization of the regular p roduction function estimation that accommodates technical inefficiency as well as firm heterogeneity. In particular, while estimating techni cal efficiency for each firm over time we control for firm-specific ef fects and separate them from technical inefficiency. Estimation of the model is considered in two steps. In the first step we estimate param eters of the underlying production function using generalized least sq uares method which are then used in the estimation of technical effici ency in the second step. As an empirical application we used rotating data on 1425 Swedish dairy farms observed during 1976-1988. The mean t echnical efficiency of these farms is found to be 94.5% and 16% of the farms are fully efficient. Evidence of technical regress about 1% per annum is observed during 1976 to 1984.