A Hedonic Output Index Based Approach to Modeling Polluting Technologies

20 Pages Posted: 21 Aug 2016

See all articles by Emir Malikov

Emir Malikov

University of Nevada, Las Vegas

Raushan Bokusheva

Leibniz Institute of Agricultural Development in Transition Economies (IAMO)

Subal C. Kumbhakar

State University of New York (SUNY) at Binghamton - Department of Economics

Date Written: June 20, 2016

Abstract

Despite some recent criticisms, the conventional radial distance function, which treats undesirable by-products as either frontier shifters or inputs, remains a popular go-to formulation of polluting production processes among practitioners. This unfading popularity is arguably driven by the ability of radial distance functions, unlike alternative directional distance functions, to allow for unit-free multiplicative changes in arguments as well as, by implicitly postulating the radial direction, to free researchers from the dilemma of having to explicitly choose the directional vector. In this paper, we offer a generalization of the standard radial distance function to polluting technologies that can accommodate undesirable by-products in a more economically meaningful way. Specifically, we propose modeling undesirable outputs via a hedonic output index, which is meant to ensure that pollutants are treated as outputs, as opposed to inputs or theoretically unregulated frontier shifters, while also recognizing their undesirable nature. By using a radial input distance function generalized to encompass an (unobservable) hedonic output index of desirable and undesirable outputs, we are able to meaningfully describe relationships between different products (including the complementarity of desirable and undesirable outputs) within producible output sets as well as to represent technically feasible polluting production possibilities given inputs. An empirical application of our methodology to the case of Dutch dairy farms in 2001-2009 demonstrates the complexity of interactions between outputs, thereby attesting to the value of more elaborate representations of production possibilities.

Suggested Citation

Malikov, Emir and Bokusheva, Raushan and Kumbhakar, Subal C., A Hedonic Output Index Based Approach to Modeling Polluting Technologies (June 20, 2016). Empirical Economics, Forthcoming, Available at SSRN: https://ssrn.com/abstract=2826656

Emir Malikov (Contact Author)

University of Nevada, Las Vegas ( email )

4505 S. Maryland Parkway
Las Vegas, NV 89154
United States

Raushan Bokusheva

Leibniz Institute of Agricultural Development in Transition Economies (IAMO)

Theodor-Lieser-Str.2
Halle, 06120
Germany

Subal C. Kumbhakar

State University of New York (SUNY) at Binghamton - Department of Economics ( email )

Binghamton, NY 13902-6000
United States

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