Bayesian approach to disentangling technical and environmental productivity

Artikel

This paper models the firm's production process as a system of simultaneous technologies for desirable and undesirable outputs. Desirable outputs are produced by transforming inputs via the conventional transformation function, whereas (consistent with the material balance condition) undesirable outputs are by-produced via the so-called "residual generation technology". By separating the production of undesirable outputs from that of desirable outputs, not only do we ensure that undesirable outputs are not modeled as inputs and thus satisfy costly disposability, but we are also able to differentiate between the traditional (desirable-output-oriented) technical productivity and the undesirable-output-oriented environmental, or so-called "green", productivity. To measure the latter, we derive a Solow-type Divisia environmental productivity index which, unlike conventional productivity indices, allows crediting the ceteris paribus reduction in undesirable outputs. Our index also provides a meaningful way to decompose environmental productivity into environmental technological and efficiency changes.

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• Language: Englisch

References and Relationships

• Bibliographic citation: Journal: Econometrics ; ISSN: 2225-1146 ; Volume: 3 ; Year: 2015 ; Issue: 2 ; Pages: 443-465 ; Basel: MDPI

Classification and Topics

• Classification: Wirtschaft ; Bayesian Analysis: General ; Multiple or Simultaneous Equation Models; Multiple Variables: General ; Index Numbers and Aggregation; Leading indicators ; Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
• Subject: bad output ; by-production ; efficiency ; MCMC ; productivity

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Malikov, Emir ; Kumbhakar, Subal C. ; Tsionas, Efthymios G.
• Event: Veröffentlichung
• (who): MDPI
• (where): Basel
• (when): 2015

Further information

• DOI: doi:10.3390/econometrics3020443
• Handle: http://hdl.handle.net/10419/171834