Efficiency decomposition for parallel production systems

For production systems composed of parallel processes, the system efficiency will more properly represent the aggregate performance of the component processes if the operation of each process is taken into consideration. Several approaches have been proposed for measuring the efficiency of parallel production systems. By requiring the same factor to have the same virtual multiplier, the proposed method is able to calculate the system and process efficiencies at the same time. Moreover, the former can be decomposed into a weighted average of the latter. A system is efficient only if all of its component processes are efficient. Chemistry departments in the UK are used as an example, where teaching and research are two major functions of the department. The relationship between the system and process efficiencies which holds for the case of constant returns to scale can be extended to the case of variable returns to scale.

[1]  Chiang Kao,et al.  Efficiency measurement for network systems: IT impact on firm performance , 2010, Decis. Support Syst..

[2]  R. Färe,et al.  Efficiency of a fixed but allocatable input: A non-parametric approach , 1997 .

[3]  J. Beasley Determining Teaching and Research Efficiencies , 1995 .

[4]  R. F. Rea,et al.  Network DEA , 1999 .

[5]  Ming-Miin Yu,et al.  Measuring the efficiency and return to scale status of multi-mode bus transit – evidence from Taiwan's bus system , 2008 .

[6]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .

[7]  Ali Emrouznejad,et al.  Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years , 2008 .

[8]  Rolf Färe,et al.  Efficiency measures for multiplant firms , 1984 .

[9]  R. Färe,et al.  Intertemporal Production Frontiers: With Dynamic DEA , 1996 .

[10]  Chiang Kao,et al.  Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan , 2008, Eur. J. Oper. Res..

[11]  A. U.S.,et al.  Measuring the efficiency of decision making units , 2003 .

[12]  Richard E. Barlow,et al.  Statistical Theory of Reliability and Life Testing: Probability Models , 1976 .

[13]  Chiang Kao,et al.  Efficiency measurement for parallel production systems , 2009, Eur. J. Oper. Res..

[14]  Winston T. Lin,et al.  Investigating and comparing the dynamic patterns of the business value of information technology over time , 2013, Eur. J. Oper. Res..

[15]  Chiang Kao,et al.  Efficiency decomposition in network data envelopment analysis: A relational model , 2009, Eur. J. Oper. Res..