A parametric distance function approach for Malmquist productivity index estimation

被引:111
作者
Fuentes, HJ
Grifell-Tatjé, E
Perelman, S
机构
[1] Tecnol Monterrey, Monterrey, Mexico
[2] Univ Autonoma Barcelona, Dept Econ Empresa, Barcelona, Spain
[3] Univ Liege, CREPP, B-4000 Liege, Belgium
关键词
distance functions; Malmquist index; parametric frontier; Spanish insurance;
D O I
10.1023/A:1007852020847
中图分类号
F [经济];
学科分类号
02 ;
摘要
Malmquist indexes of productivity are generally estimated using index number techniques or non-parametric frontier approaches. The aim of this paper is to show that Malmquist indexes can be estimated in a similar way using parametric-deterministic or parametric-stochastic frontier approaches. To allow a multi-output multi-input technology and for technical change in production, we adopt an output distance function which is specified in a translog form. We then show that using the estimated parameters, several radial distance functions can be calculated and combined in order to estimate and decompose the productivity index. Finally, this approach is applied to a panel of Spanish insurance companies. The main results confirm those generally obtained for financial services: very low rates of growth and technical change in spite of a rapid deregulation process and expansion of activity.
引用
收藏
页码:79 / 94
页数:16
相关论文
共 40 条
[1]  
Aigner D., 1977, Journal of Econometrics, V6, P21, DOI [DOI 10.1016/0304-4076(77)90052-5, 10.1016/0304-4076(77)90052-5]
[2]  
AIGNER DJ, 1968, AM ECON REV, V58, P826
[3]   Profitability and productivity changes: An application to Swedish pharmacies [J].
Althin, R ;
Fare, R ;
Grosskopf, S .
ANNALS OF OPERATIONS RESEARCH, 1996, 66 :219-230
[4]  
[Anonymous], 2000, ECONOMETRIC ESTIMATI
[5]  
ATKINSON SE, 1998, STOCHASTIC ESTIMATIO
[6]  
BALK B, 2000, 0001 STAT NETH, P1
[7]   A GENERAL INDEX OF TECHNICAL CHANGE [J].
BALTAGI, BH ;
GRIFFIN, JM .
JOURNAL OF POLITICAL ECONOMY, 1988, 96 (01) :20-41
[8]   PREDICTION OF FIRM-LEVEL TECHNICAL EFFICIENCIES WITH A GENERALIZED FRONTIER PRODUCTION FUNCTION AND PANEL DATA [J].
BATTESE, GE ;
COELLI, TJ .
JOURNAL OF ECONOMETRICS, 1988, 38 (03) :387-399
[9]  
BJUREK H, 1994, EKONOMISKA STUDIER, V52
[10]   THE ECONOMIC-THEORY OF INDEX NUMBERS AND THE MEASUREMENT OF INPUT, OUTPUT, AND PRODUCTIVITY [J].
CAVES, DW ;
CHRISTENSEN, LR ;
DIEWERT, WE .
ECONOMETRICA, 1982, 50 (06) :1393-1414