Economic efficiency when prices are not fixed: disentangling quantity and price efficiency

This paper proposes an approach to compute cost efficiency in contexts where units can adjust input quantities and to some degree prices so that through their joint determination they can minimise the aggregate cost of the outputs they secure. The model developed is based on the data envelopment analysis (DEA) framework and can accommodate situations where the degree of influence over prices ranges from minimal to considerable. When units cannot influence prices at all the model proposed reduces to the standard cost efficiency DEA model for the case where prices are taken as exogenous. In addition to the cost efficiency model, we introduce an additive decomposition of potential cost savings into a quantity and a price component, based on Bennet indicators.

[1]  W. Greene The Econometric Approach to Efficiency Analysis , 2008 .

[2]  Harold O. Fried,et al.  The Measurement of Productive Efficiency and Productivity Growth , 2008 .

[3]  R. G. Dyson,et al.  Cost efficiency measurement with price uncertainty: a DEA application to bank branch assessments , 2005, Eur. J. Oper. Res..

[4]  Timo Kuosmanen,et al.  Non-parametric production analysis in non-competitive environments , 2002, International Journal of Production Economics.

[5]  Allocative efficiency measurement with endogenous prices , 2011 .

[6]  Timo Kuosmanen,et al.  Nonparametric Efficiency Analysis under Price Uncertainty: A First-Order Stochastic Dominance Approach , 2002 .

[7]  R. Färe,et al.  The measurement of efficiency of production , 1985 .

[8]  Emmanuel Thanassoulis,et al.  Estimating the scope for savings in referrals and drug prescription costs in the general Practice units of a UK primary care trust , 2012, Eur. J. Oper. Res..

[9]  Rolf Färe,et al.  The theory of economic price and quantity indicators , 2003 .

[10]  Kaoru Tone,et al.  Non-parametric measurement of economies of scale and scope in non-competitive environment with price uncertainty , 2013 .

[11]  János D. Pintér,et al.  Nonlinear optimization with GAMS /LGO , 2007, J. Glob. Optim..

[12]  K. Tone,et al.  Decomposition of cost efficiency and its application to Japanese-US electric utility comparisons , 2007 .

[13]  R. R. Russell,et al.  Measures of technical efficiency , 1985 .

[14]  Antreas D. Athanassopoulos,et al.  Assessing the technical and allocative efficiency of hospital operations in Greece and its resource allocation implications , 2001, Eur. J. Oper. Res..

[15]  W. Diewert,et al.  Index Number Theory Using Differences Rather Than Ratios , 2005 .

[16]  Emmanuel Thanassoulis,et al.  Data Envelopment Analysis:the mathematical programming approach to efficiency analysis , 2008 .

[17]  R. Chambers Exact nonradial input, output, and productivity measurement , 2002 .

[18]  Luanne Lohr,et al.  Assessing the Technical and Allocative Efficiency of U.S. Organic Producers , 2010, Journal of Agricultural and Applied Economics.

[19]  Robert G. Dyson,et al.  A generalisation of the Farrell cost efficiency measure applicable to non-fully competitive settings , 2008 .

[20]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[21]  Rolf Färe,et al.  Resolving a strange case of efficiency , 2006, J. Oper. Res. Soc..

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

[23]  Rolf Färe,et al.  On price efficiency , 1990 .

[24]  Kaoru Tone,et al.  A strange case of the cost and allocative efficiencies in DEA , 2001, J. Oper. Res. Soc..

[25]  Timo Kuosmanen,et al.  Firm and industry level profit efficiency analysis using absolute and uniform shadow prices , 2010, Eur. J. Oper. Res..

[26]  Hervé Leleu Inner and outer approximations of technology: a shadow profit approach , 2013 .

[27]  Subhash C. Ray,et al.  Input Price Variation Across Locations and a Generalized Measure of Cost Efficiency , 2008 .

[28]  C. Lovell,et al.  Cost and productivity , 1998 .

[29]  Emili Grifell-Tatjé,et al.  Profits and Productivity , 1999 .

[30]  Timo Kuosmanen,et al.  Firm and Industry Level Profit Efficiency Analysis Under Incomplete Price Data: A Nonparametric Approach Based on Absolute and Uniform Shadow Prices , 2006 .