Firm and Industry Level Profit Efficiency Analysis Under Incomplete Price Data: A Nonparametric Approach based on Absolute and Uniform Shadow Prices
Timo Kuosmanen (),
Timo Sipiläinen and
Laurens Cherchye ()
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Timo Sipiläinen: Agrifood Research Finland, MTT Economic Research
Microeconomics from EconWPA
We discuss the nonparametric approach to profit efficiency analysis at the firm and industry levels in the absence of complete price information, and propose two new insights. First, choosing one commodity (whose price is known) as a numeraire good enables us to measure profit inefficiency in absolute monetary terms. Second, imposing a ‘Law of One Price’ (LoOP) constraint that all firms should be evaluated in terms of the same input-output prices allows us to aggregate firm-level profit inefficiencies to the overall industry inefficiency. Moreover, the LoOP restrictions increase the discriminatory power of the method by better capturing firm-level allocative inefficiencies. Besides the measurement of profit losses, the presented approach enables one to recover absolute price information from quantity data. We conduct a series of Monte Carlo simulations to study the performance of the proposed approach in controlled production environments.
Keywords: Profit Efficiency; Industry Inefficiency; Data Envelopment Analysis; Absolute Prices; Law of One Price; Weight Restrictions; Simulation (search for similar items in EconPapers)
JEL-codes: C14 C61 D21 D24 D61 (search for similar items in EconPapers)
New Economics Papers: this item is included in nep-eff
Note: Type of Document - pdf; pages: 31
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Persistent link: http://EconPapers.repec.org/RePEc:wpa:wuwpmi:0509011
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