RT Journal Article SR Electronic T1 Capacity Utilization in a Generalized Malmquist Index Including Environmental Factors: A Decomposition Analysis JF Land Economics JO Land Econ FD University of Wisconsin Press SP 529 OP 538 DO 10.3368/le.85.3.529 VO 85 IS 3 A1 Bye, Torstein A1 Bruvoll, Annegrete A1 Larsson, Jan YR 2009 UL http://le.uwpress.org/content/85/3/529.abstract AB Productivity measures ignoring environmental effects may give misleading information on total productivity growth. Further, business cycles in the form of capacity utilization may significantly influence productivity measures. We develop an overall Malmquist productivity index and decompose changing efficiency rates into a contribution from environmental factors, capital, and capacity utilization. Our new combined capacity utilization element contributes to the literature in that it also takes into account the restriction for producing negative externalities. Empirical applications illustrate that the choice of inputs influences the overall productivity measure and its decomposition into efficiency changes and technical changes, and the capacity utilization element. (JEL C14, O12)