On The Inconsistency of the Malmquist-Luenberger Index
European Journal of Operational Research , Volume 229 p. 738- 743
Apart from the well-known weaknesses of the standard Malmquist productivity index related to infeasibility and not accounting for slacks, already addressed in the literature, we identify a new and significant drawback of the Malmquist–Luenberger index decomposition that questions its validity as an empirical tool for environmental productivity measurement associated with the production of bad outputs. In particular, we show that the usual interpretation of the technical change component in terms of production frontier shifts can be inconsistent with its numerical value, thereby resulting in an erroneous interpretation of this component that passes on to the index itself. We illustrate this issue with a simple numerical example. Finally, we propose a solution for this inconsistency issue based on incorporating a new postulate for the technology related to the production of bad outputs.
|Data Envelopment Analysis, Malmquist–Luenberger productivity index, Technological change, Efficiency change, Directional distance function|
|European Journal of Operational Research|
|Organisation||Department of Technology and Operations Management|
Aparicio, J, Pastor, J.T., & Zofio Prieto, J.L. (2013). On The Inconsistency of the Malmquist-Luenberger Index. European Journal of Operational Research, 229, 738–743. doi:10.1016/j.ejor.2013.03.031