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Multi-criteria Production Theory: Foundation of Performance Evaluation

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Performance Evaluation

Part of the book series: SpringerBriefs in Business ((BRIEFSBUSINESS))

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Abstract

Multi-criteria production theory (MCPT) is a decision-theoretical generalisation of traditional production theories developed in order to integrate concerns of modern management science and economics, such as sustainability and environmental protection. Its main idea is to distinguish between the technologically determined inputs and outputs of a production system’s activity and their desired or undesired impacts on artificial or natural environments. This is formalised by multiple value functions mapping the production possibility set (PPS) onto the value possibility set (VPS). Depending on the concretisation of the relevant objectives different kinds of economic, ecological or social concerns can be captured and analysed in view of the performance of the possible production activities as the decision alternatives at hand. Chapter 2 proves main theorems of MCPT and discusses the fundamentality of some axioms used in traditional production theories. The theorems are concerned with sufficient conditions for certain properties of the VPS, in particular its convexity or linearity. Furthermore, a monotonicity result for a hierarchy of valuations is derived. While an axiom of value disposability is plausible and helps to guarantee the convexity of the VPS, other axioms do not seem to be realistic or better must refer to the costs and benefits instead of the inputs and outputs.

This chapter is a revised version of essential parts from Dyckhoff (2018) by permission of the author. In addition, Sections 2.3.2 and 2.4.1 are adapted from Dyckhoff (2019) by permission of Springer Nature.

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References

  • Afsharian M, Ahn H, Neumann L (2016) Generalized DEA – An approach for supporting input/output factor determination in DEA. Benchmarking: An International Journal 23:1892–1909

    Google Scholar 

  • Agrell PJ, Hatami-Marbini A (2013) Frontier-based performance analysis models for supply chain management: State of the art and research directions. Computers & Industrial Engineering 66:567–583

    Google Scholar 

  • Avkiran NK, Parker BR (2010) Pushing the DEA research envelope. Socio-Economic Planning Sciences 44:1–7

    Google Scholar 

  • Baumgärtner S, Dyckhoff H, Faber M, Proops J, Schiller J (2001) The concept of joint production and ecological economics. Ecological Economics 36:365–372

    Google Scholar 

  • Bogetoft P, Hougaard JL (2003) Rational inefficiencies. Journal of Productivity Analysis 20:243–271

    Google Scholar 

  • Dakpo KH, Jeanneaux P, Latruffe L (2016) Modelling pollution-generating technologies in performance benchmarking: Recent developments, limits and future prospects in the nonparametric framework. European Journal of Operational Research 250:347–359

    Google Scholar 

  • Dano S (1966) Industrial Production Models. Springer, Wien/New York

    Google Scholar 

  • Dinkelbach W, Rosenberg O (2004) Erfolgs- und umweltorientierte Produktionstheorie. 5th ed, Springer, Berlin et al.

    Google Scholar 

  • Dyckhoff H (1992) Betriebliche Produktion: Theoretische Grundlagen einer umweltorientierten Produktionswirtschaft. Springer, Berlin et al.

    Google Scholar 

  • Dyckhoff H (2003) Neukonzeption der Produktionstheorie. Zeitschrift für Betriebswirtschaft 73:705–732

    Google Scholar 

  • Dyckhoff H (2018) Multi-criteria production theory: Foundation of non-financial and sustainability performance evaluation. Journal of Business Economics 88:851–882 (DOI:10.1007/s11573-017-0885-1; open access)

    Google Scholar 

  • Dyckhoff H (2019) Multi-criteria production theory: Convexity propositions and reasonable axioms. Journal of Business Economics 89:719–735

    Google Scholar 

  • Dyckhoff H, Ahn H (2001) Sicherstellung der Effektivität und Effizienz der Führung als Kernfunktion des Controlling. Kostenrechnungspraxis 45:111−121

    Google Scholar 

  • Dyckhoff H, Ahn H (2010) Verallgemeinerte DEA-Modelle zur Performanceanalyse. Zeitschrift für Betriebswirtschaft 80:1249–1276

    Google Scholar 

  • Dyckhoff H, Allen K (2001) Measuring ecological efficiency with Data Envelopment Analysis (DEA). European Journal of Operational Research 132:312–325

    Google Scholar 

  • Dyckhoff H, Gehring H (1988) Trim loss and inventory planning in a small textile firm. In: Fandel G, Dyckhoff H, Reese J (ed): Essays on Production Theory and Planning. Springer, Berlin/Heidelberg, pp 181–190

    Google Scholar 

  • Dyckhoff H, Spengler T (2010) Produktionswirtschaft. 3rd ed, Springer, Berlin et al.

    Google Scholar 

  • Dyson RG, Allen R, Camanho AS, Podinovski VV, Sarrico CC, Shale EA (2001) Pitfalls and protocols in DEA. European Journal of Operational Research 132:245–259

    Google Scholar 

  • Eisenführ F, Weber M, Langer T (2010) Rational Decision Making. Springer, Berlin et al.

    Google Scholar 

  • Esser J (2001) Entscheidungstheoretische Erweiterung der Produktionstheorie. Peter Lang, Frankfurt a. M.

    Google Scholar 

  • Fandel G (2009) (ed) Rational Inefficiencies. Zeitschrift für Betriebswirtschaft, Special Issue 4/2009. Gabler, Wiesbaden

    Google Scholar 

  • Fandel G (2010) Produktions- und Kostentheorie. 8th ed, Springer, Berlin et al.

    Google Scholar 

  • Fandel G, Lorth M (2009) On the technical (in)efficiency of a profit maximum. International Journal of Production Economics 121:409–426

    Google Scholar 

  • Fandel G, Lorth M (2010) Technische Ineffizienz als Ergebnis rationalen Entscheidungsverhaltens. Zeitschrift für Betriebswirtschaft 80:477–494

    Google Scholar 

  • Färe R, Grosskopf S (1996) Intertemporal Production Frontiers: With Dynamic DEA. Kluwer, Boston et al.

    Google Scholar 

  • Frisch R (1965) Theory of Production. D. Reidel Publ., Dordrecht

    Google Scholar 

  • Gutenberg E (1951) Grundlagen der Betriebswirtschaftslehre. Band I: Die Produktion. 24th ed, 1983, Springer, Berlin

    Google Scholar 

  • Hasenkamp G (1992) Multiple objectives in the theory of the firm. Journal of Productivity Analysis 3:323–335

    Google Scholar 

  • Koopmans TC (1951) Analysis of production as an efficient combination of activities. In:

    Google Scholar 

  • Koopmans TC (ed) Activity Analysis of Production and Allocation. J. Wiley & Sons, New York, pp 33–97

    Google Scholar 

  • Kuosmanen T, Kortelainen M (2005) Measuring eco-efficiency of production with Data Envelopment Analysis. Journal of Industrial Ecology 9:59–72

    Google Scholar 

  • Liu W, Meng W, Li X, Zhang DQ (2010) DEA models with undesirable inputs and outputs. Annals of Operations Research 173:177–194

    Google Scholar 

  • Myhre G, Shindell D, Bréon F-M, Collins W, Fuglestvedt J, Huang J, Koch D, Lamarque J-F, Lee D, Mendoza B, Nakajima T, Robock A, Stephens G, Takemura T, Zhang H (2013): Anthropogenic and Natural Radiative Forcing. In: Change Stocker, TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds.): Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate. Cambridge University Press, Cambridge/New York, pp 659–740

    Google Scholar 

  • Shephard RW (1970) Theory of Cost and Production Functions. Princeton Univ. Press, Princeton NJ

    Google Scholar 

  • Souren R (1996) Theorie betrieblicher Reduktion. Physica, Heidelberg

    Google Scholar 

  • Wojcik V, Dyckhoff H, Gutgesell S (2017) The desirable input of undesirable factors in Data Envelopment Analysis. Annals of Operations Research 259:461–484

    Google Scholar 

Download references

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Correspondence to Harald Dyckhoff .

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Dyckhoff, H., Souren, R. (2020). Multi-criteria Production Theory: Foundation of Performance Evaluation. In: Performance Evaluation. SpringerBriefs in Business. Springer, Cham. https://doi.org/10.1007/978-3-030-38732-7_2

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