Operational Efficiency

The fields of engineering and management associate efficiency with how well a relevant action is performed, i.e. ‘‘doing things right’’, and effectiveness with selecting the best action, i.e. ‘‘doing the right thing’’. Thus, a firm is effective if identifies appropriate strategic goals, and efficient if it achieves them with minimal resources. This chapter focuses on operational efficiency, or the ability to deliver products and services cost effectively without sacrificing quality. In this chapter we investigate a firm’s operational efficiency with both queueing models and productivity and efficiency analysis methods that identify maximum productivity and measure efficiency as a ratio of observed productivity to maximum productivity. The maximum productivity levels serves as a benchmark for desired perform. The methods for analysis will vary depending on the level of analysis. For example, at the micro-level, we measure operational efficiency at points (machine, workstation, laborer) on the shop floor, whereas the macrolevel might be at the firm, industry, or nation level. We begin by evaluating performance at the operational level, and then apply productivity and efficiency analysis to aggregate performance at higher levels.

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

[2]  Timo Kuosmanen,et al.  Stochastic non-smooth envelopment of data: semi-parametric frontier estimation subject to shape constraints , 2012 .

[3]  J. M. Henderson,et al.  Microeconomic Theory: A Mathematical Approach. , 1959 .

[4]  A. U.S.,et al.  FORMULATION AND ESTIMATION OF STOCHASTIC FRONTIER PRODUCTION FUNCTION MODELS , 2001 .

[5]  W. Meeusen,et al.  Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error , 1977 .

[6]  Timo Kuosmanen,et al.  Data Envelopment Analysis as Nonparametric Least-Squares Regression , 2010, Oper. Res..

[7]  R. Färe,et al.  Technical efficiency of Philippine agriculture , 1985 .

[8]  J. Richmond Estimating the Efficiency of Production , 1974 .

[9]  Timo Kuosmanen Representation Theorem for Convex Nonparametric Least Squares , 2008, Econometrics Journal.

[10]  大野 耐一,et al.  Just-in-time for today and tomorrow , 1988 .

[11]  Wayne K. Smith Time Out: Using Visible Pull Systems to Drive Process Improvement , 1998 .

[12]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[13]  Jean-Paul Chavas,et al.  Applied Production Analysis: A Dual Approach , 1988 .

[14]  G. Debreu The Coefficient of Resource Utilization , 1951 .

[15]  大野 耐一,et al.  Toyota production system : beyond large-scale production , 1988 .

[16]  Jeffrey K. Liker,et al.  The Toyota way : 14 management principles from the world's greatest manufacturer , 2004 .

[17]  D. L. Hanson,et al.  Consistency in Concave Regression , 1976 .

[18]  T. Koopmans,et al.  Activity Analysis of Production and Allocation. , 1952 .

[19]  Aroop K. Mahanty,et al.  THEORY OF PRODUCTION , 1980 .

[20]  C. Lovell,et al.  On the estimation of technical inefficiency in the stochastic frontier production function model , 1982 .

[21]  Steven T. Hackman,et al.  Production Economics: Integrating the Microeconomic and Engineering Perspectives , 2007 .

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

[23]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[24]  A.A.R. Madhavi,et al.  Efficiency Estimation of Production Functions , 2013 .

[25]  C. Hildreth Point Estimates of Ordinates of Concave Functions , 1954 .

[26]  James P. Womack,et al.  Lean Thinking: Banish Waste and Create Wealth in Your Corporation , 1996 .

[27]  A.J. de Ron,et al.  Equipment effectiveness: OEE revisited , 2005, IEEE Transactions on Semiconductor Manufacturing.

[28]  Wallace J. Hopp,et al.  To Pull or Not to Pull: What Is the Question? , 2004, Manuf. Serv. Oper. Manag..

[29]  Timothy Coelli,et al.  An Introduction to Efficiency and Productivity Analysis , 1997 .