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Economic measures of capacity utilization: A nonparametric short-run cost function analysis

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  • Ray, Subhash C.
  • Walden, John
  • Chen, Lei

Abstract

Measures of capacity utilization and capacity output are important metrics for evaluating firm performance. This is true whether capacity is considered from a cost accounting framework, an engineering standpoint, or an economics orientation. Ultimately, the crux of the capacity question is about resources not being used to their fullest extent. In an economics context, understanding where firms are producing on their average cost curve provides information about whether capacity utilization is greater than, less than or equal to unity. In real life, most firms are multi-output, multi-input in nature which makes estimation of capacity utilization and capacity output challenging if a cost based measure is desired. This is further complicated in a short run analysis incorporating multiple outputs and multiple fixed inputs where the relevant concept is the minimum of ray average cost. This paper develops appropriate mathematical programming models for measuring capacity utilization in the short-run for multiple-outputs and multiple fixed inputs. We offer a simple transformation that linearizes the non-linear DEA problem to estimate average, or ray average cost, and to determine capacity utilization and optimal output. The models are empirically tested on data from a number of U.S. electricity producers for the single output case, and a sample of dental practices for the multi-output case. Results show that for both industries, most firms were operating at less than full capacity, and needed to expand output to minimize their average costs.

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  • Ray, Subhash C. & Walden, John & Chen, Lei, 2021. "Economic measures of capacity utilization: A nonparametric short-run cost function analysis," European Journal of Operational Research, Elsevier, vol. 293(1), pages 375-387.
  • Handle: RePEc:eee:ejores:v:293:y:2021:i:1:p:375-387
    DOI: 10.1016/j.ejor.2020.12.012
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    1. William J. Baumol & Dietrich Fischer, 1978. "Cost-Minimizing Number of Firms and Determination of Industry Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 92(3), pages 439-467.
    2. Cesaroni, Giovanni & Kerstens, Kristiaan & Van de Woestyne, Ignace, 2019. "Short- and long-run plant capacity notions: Definitions and comparison," European Journal of Operational Research, Elsevier, vol. 275(1), pages 387-397.
    3. Coelli, Tim & Grifell-Tatje, Emili & Perelman, Sergio, 2002. "Capacity utilisation and profitability: A decomposition of short-run profit efficiency," International Journal of Production Economics, Elsevier, vol. 79(3), pages 261-278, October.
    4. Segerson, Kathleen & Squires, Dale, 1990. "On the measurement of economic capacity utilization for multi-product industries," Journal of Econometrics, Elsevier, vol. 44(3), pages 347-361, June.
    5. Baumol, William J, 1982. "Contestable Markets: An Uprising in the Theory of Industry Structure," American Economic Review, American Economic Association, vol. 72(1), pages 1-15, March.
    6. Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2017. "Plant Capacity and Attainability: Exploration and Remedies," Working Papers 2017-EQM-11, IESEG School of Management.
    7. Kirkley, James E. & Walden, John B. & Waters, James R., 2004. "Buyback Programs: Goals, Objectives, and Industry Restructuring in Fisheries," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 36(2), pages 1-13, August.
    8. Kristiaan Kerstens & Jafar Sadeghi & Ignace Van de Woestyne, 2019. "Plant Capacity and Attainability: Exploration and Remedies," Operations Research, INFORMS, vol. 67(4), pages 1135-1149, July.
    9. Cesaroni, Giovanni & Giovannola, Daniele, 2015. "Average-cost efficiency and optimal scale sizes in non-parametric analysis," European Journal of Operational Research, Elsevier, vol. 242(1), pages 121-133.
    10. Giovanni Cesaroni & Kristiaan Kerstens & Ignace Van de Woestyne, 2017. "A New Input-Oriented Plant Capacity Notion: Definition and Empirical Comparison," Pacific Economic Review, Wiley Blackwell, vol. 22(4), pages 720-739, October.
    11. Ray, Subhash C., 2015. "Nonparametric measures of scale economies and capacity utilization: An application to U.S. manufacturing," European Journal of Operational Research, Elsevier, vol. 245(2), pages 602-611.
    12. Baumol, William J, 1977. "On the Proper Cost Tests for Natural Monopoly in a Multiproduct Industry," American Economic Review, American Economic Association, vol. 67(5), pages 809-822, December.
    13. L Chen & S C Ray, 2013. "Cost efficiency and scale economies in general dental practices in the US: a non-parametric and parametric analysis of Colorado data," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(5), pages 762-774, May.
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. J. M. Cassels, 1937. "Excess Capacity and Monopolistic Competition," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 51(3), pages 426-443.
    16. Kirkley, James E. & Walden, John & Waters, James, 2004. "Buyback Programs: Goals, Objectives, and Industry Restructuring in Fisheries," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(2), pages 333-345, August.
    17. Berndt, Ernst R & Morrison, Catherine J, 1981. "Capacity Utilization Measures: Underlying Economic Theory and an Alternative Approach," American Economic Review, American Economic Association, vol. 71(2), pages 48-52, May.
    18. Morrison, Catherine J, 1985. "Primal and Dual Capacity Utilization: An Application to Productivity Measurement in the U.S. Automobile Industry," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(4), pages 312-324, October.
    19. Lindebo, Erik & Hoff, Ayoe & Vestergaard, Niels, 2007. "Revenue-based capacity utilisation measures and decomposition: The case of Danish North Sea trawlers," European Journal of Operational Research, Elsevier, vol. 180(1), pages 215-227, July.
    20. Christensen, Laurits R & Greene, William H, 1976. "Economies of Scale in U.S. Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages 655-676, August.
    21. Fare, Rolf & Grosskopf, Shawna & Kokkelenberg, Edward C, 1989. "Measuring Plant Capacity, Utilization and Technical Change: A Nonparametric Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 30(3), pages 655-666, August.
    22. Berndt, Ernst R. & Fuss, Melvyn A., 1986. "Productivity measurement with adjustments for variations in capacity utilization and other forms of temporary equilibrium," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 7-29.
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