Analysis of trends in technical and allocative efficiency: An application to Texas public school districts

被引:36
作者
Banker, RD [1 ]
Janakiraman, S [1 ]
Natarajan, R [1 ]
机构
[1] Univ Texas, Sch Management, Richardson, TX 75083 USA
关键词
data envelopment analysis; allocative efficiency; technical efficiency; texas school districts; trend analysis;
D O I
10.1016/S0377-2217(03)00183-8
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We present a new DEA based method to analyze efficiency trends over time and differences across subgroups in a panel data setting. We employ a result that the aggregate technical and allocative inefficiency score equals the technical inefficiency when input quantities are aggregated into a single total input cost variable, and develop test procedures to evaluate the presence of allocative inefficiency. We apply these methods to test for the presence of allocative inefficiency in Texas school districts over 1993-99, and analyze shifts and trends in both technical and allocative inefficiencies over time for different regions. Our empirical results indicate the existence of statistically significant allocative inefficiencies. While technical inefficiency increased over the six year sample period, allocative inefficiency remained relatively stable during this period. These results for the full sample obtain also when we repeat the analysis for different regions. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:477 / 491
页数:15
相关论文
共 25 条
[1]   SOME STATISTICAL AND DEA EVALUATIONS OF RELATIVE EFFICIENCIES OF PUBLIC AND PRIVATE INSTITUTIONS OF HIGHER-LEARNING [J].
AHN, T ;
CHARNES, A ;
COOPER, WW .
SOCIO-ECONOMIC PLANNING SCIENCES, 1988, 22 (06) :259-269
[2]   NONPARAMETRIC ANALYSIS OF TECHNICAL AND ALLOCATIVE EFFICIENCIES IN PRODUCTION [J].
BANKER, RD ;
MAINDIRATTA, A .
ECONOMETRICA, 1988, 56 (06) :1315-1332
[3]   Hypothesis tests using data envelopment analysis [J].
Banker, RD .
JOURNAL OF PRODUCTIVITY ANALYSIS, 1996, 7 (2-3) :139-159
[4]   A SIMULATION STUDY OF HYPOTHESIS TESTS FOR DIFFERENCES IN EFFICIENCIES [J].
BANKER, RD ;
CHANG, HH .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1995, 39 (1-2) :37-54
[5]   SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW .
MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092
[6]   MAXIMUM-LIKELIHOOD, CONSISTENCY AND DATA ENVELOPMENT ANALYSIS - A STATISTICAL FOUNDATION [J].
BANKER, RD .
MANAGEMENT SCIENCE, 1993, 39 (10) :1265-1273
[7]  
BANKER RD, 1999, EFFICIENCY PUBLIC AC
[8]   AN APPLICATION OF MATHEMATICAL-PROGRAMMING TO ASSESS PRODUCTIVITY IN THE HOUSTON INDEPENDENT SCHOOL-DISTRICT [J].
BESSENT, A ;
BESSENT, W ;
KENNINGTON, J ;
REAGAN, B .
MANAGEMENT SCIENCE, 1982, 28 (12) :1355-1367
[9]   THE COST OF PUBLIC SCHOOLING IN NEW-YORK-STATE - THE ROLE OF SCALE AND EFFICIENCY IN 1978-79 [J].
BUTLER, RJ ;
MONK, DH .
JOURNAL OF HUMAN RESOURCES, 1985, 20 (03) :361-381
[10]   THE PRODUCTION CHARACTERISTICS OF LOCAL PUBLIC-EDUCATION - A MULTIPLE PRODUCT AND INPUT ANALYSIS [J].
CALLAN, SJ ;
SANTERRE, RE .
SOUTHERN ECONOMIC JOURNAL, 1990, 57 (02) :468-480