A decomposition of productivity change in the semiconductor manufacturing industry

被引:28
作者
Lee, Chia-Yen [1 ]
Johnson, Andrew L. [1 ]
机构
[1] Texas A&M Univ, Dept Ind & Syst Engn, College Stn, TX 77840 USA
关键词
productivity change; efficiency decomposition; Malmquist Productivity Index; semiconductor manufacturing; DATA ENVELOPMENT ANALYSIS; EFFICIENCY CHANGE; RAILWAY PERFORMANCE; TECHNICAL PROGRESS; 2ND-STAGE DEA; GROWTH; VARIABLES; 2-STAGE;
D O I
10.1080/00207543.2010.497507
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study divides a production system into three components: production design, demand support, and operations. Efficiency is then decomposed via network data envelopment analysis and integrated into the Malmquist Productivity Index framework to develop a more detailed decomposition of productivity change. The proposed model can identify the demand effect and the identity of the root cause of technical regress. Specifically, the demand effect allows the source of technical regress to be attributed to both demand deterioration and technical regress in the production technology. An empirical study using data from 1995 to 2000 for the semiconductor manufacturing industry is presented to demonstrate and validate the proposed method. The result shows that the regress of productivity in 1997-1998 and 1999-2000 is mainly caused by demand fluctuations rather than by technical regression in production capabilities.
引用
收藏
页码:4761 / 4785
页数:25
相关论文
共 39 条
[1]   Evaluating contextual variables affecting productivity using data envelopment analysis [J].
Banker, Rajiv D. ;
Natarajan, Ram .
OPERATIONS RESEARCH, 2008, 56 (01) :48-58
[2]   MAXIMUM-LIKELIHOOD, CONSISTENCY AND DATA ENVELOPMENT ANALYSIS - A STATISTICAL FOUNDATION [J].
BANKER, RD .
MANAGEMENT SCIENCE, 1993, 39 (10) :1265-1273
[3]   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
[4]   Productivity measurement of the manufacturing process for outsourcing decisions: the case of a Taiwanese printed circuit board manufacturer [J].
Chang, Dong Shang ;
Kuo, Yi Chun ;
Chen, Tz Yu .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (24) :6981-6995
[5]   Performance ranking of Asian lead frame firms: a slack-based method in data envelopment analysis [J].
Chang, S. -Y. ;
Chen, T. -H. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (14) :3875-3885
[6]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[7]  
Charnes A., 1984, ANN OPER RES, V2, P95, DOI [DOI 10.1007/BF01874734, 10.1007/bf01874734]
[8]   Reconciling ratio analysis and DEA as performance assessment tools [J].
Chen, Wen-Chih ;
McGinnis, Leon F. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 178 (01) :277-291
[9]   Regression analysis of proportions in finance with self selection [J].
Cook, Douglas O. ;
Kieschnick, Robert ;
McCullough, B. D. .
JOURNAL OF EMPIRICAL FINANCE, 2008, 15 (05) :860-867
[10]  
Diewert W., 1992, B ECON RES, V44, P163, DOI DOI 10.1111/B0ER.1992.44.ISSUE-3