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Efficiency measurement using nonparametric production analysis in the presence of undesirable outputs : an application to power plants

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In order to deal with undesirable products in models of performance analysis, we need to replace the assumption of free disposability by weak disposability and this assumption has been used to model undesirable products as outputs. The traditional axiom of weak disposability of Shephard (1970) is given in a multiplier form and, in this sense, the level of bad outputs is equal to zero if and only if the level of the desirable outputs is equal to zero. An alternative definition of the weak disposability of outputs in additive form has been proposed. An axiomatic foundation has been introduced to construct a new production technology space in the presence of undesirable outputs. The model is illustrated using real data from 92 coal fired power plants.
Rocznik
Strony
5--20
Opis fizyczny
Bibliogr. 16 poz., rys.
Twórcy
  • Department of Applied Mathematics and Operations Research, Rasht Branch, Islamic Azad University, Rasht, Iran
  • Department of Applied Mathematics and Operations Research, Rasht Branch, Islamic Azad University, Rasht, Iran
  • Department of Applied Mathematics, Lahidjan Branch, Islamic Azad University, Lahidjan, Iran
Bibliografia
  • [1] CHARNES A., COOPER W.W., RHODES E., Measuring the efficiency of decision making units, Eur. J. Oper. Res., 1978, 2, 429–444.
  • [2] CHUNG Y.H., FÄRE R., GROSSKOPF S., Productivity and undesirable outputs. A directional distance function approach, J. Environ. Manage., 1997, 51, 229–240.
  • [3] HAILU A., VEEMAN T.S., Non-parametric productivity analysis with undesirable outputs. An application to the Canadian pulp and paper industry, Am. J. Agric. Econ., 2001, 83, 605–616.
  • [4] FÄRE R., GROSSKOPF S., Non-parametric productivity analysis with undesirable outputs. Comment, Amer. J. Agric. Econ., 2003, 85, 1070–1074.
  • [5] FÄRE R., GROSSKOPF S., PASURKA C.A., Social responsibility. U.S. power plants 1985–1998, J. Prod. Anal., 2006, 26, 259–267.
  • [6] FÄRE R., GROSSKOPF S., PASURKA C.A., Pollution abatement activities and traditional productivity, Ecol. Econ., 2007, 62, 673–682.
  • [7] FÄRE R., GROSSKOPF S., PASURKA C.A., Environmental production functions and environmental directional distance functions, Energy, 2007, 32, 1055–1066.
  • [8] FÄRE R., GROSSKOPF S., A comment on weak disposability in nonparametric production analysis, Am. J. Agr. Econ., 2008, 91, 535–538.
  • [9] FÄRE R., GROSSKOPF S., PASURKA C.A., Toxic releases: an environmental performance index for coalfired power plants, Energy Econ., 2010, 32, 158–165.
  • [10] KUOSMANEN T., Weak Disposability in nonparametric production analysis with undesirable outputs, Am. J. Agr. Econ., 2005, 87, 1077–1082.
  • [11] KUOSMANEN T., PODINOVSKI V.V., Weak disposability in nonparametric production analysis. Reply to Färe and Grosskopf, Am. J. Agr. Econ., 2007, 91, 539–545.
  • [12] KUOSMANEN T., MATIN R.K., Duality of weakly disposable technology, OMEGA, 2011, 39, 504–511.
  • [13] PODINOVSKI V.V., KUOSMANEN T., Modelling weak disposability in data envelopment analysis under relaxed convexity assumptions, Eur. J. Oper. Res., 2011, 211, 577–585.
  • [14] SCHEEL H., Undesirable outputs in efficiency valuations, Eur. J. Oper. Res., 2001, 132, 400–410.
  • [15] SEIFORD L., ZHU J., Modeling undesirable factors in efficiency evaluation, Eur. J. Oper. Res., 2002, 42, 16–20.
  • [16] SHEPHARD R.W., Theory of cost and production functions, Princeton University Press, Princeton 1970.
Uwagi
PL
Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę (zadania 2017).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-66cbf32f-bf7d-46c7-9231-30a98a326dcf
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