An experimentally confirmed resource planning model of services under production function uncertainties

An experimentally confirmed resource planning model of services under production function uncertainties

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Article ID: iaor2013309
Volume: 141
Issue: 2
Start Page Number: 478
End Page Number: 484
Publication Date: Feb 2013
Journal: International Journal of Production Economics
Authors:
Keywords: allocation: resources, production, stochastic processes, combinatorial optimization
Abstract:

The way in which service firms transform inputs into outputs is typically uncertain or unknown. Consequently decision makers, at best, can only make estimates of the underlying production function. The purpose of this study is to offer policy recommendations to service providers and to examine experimentally the sensitivity of estimates of production functions. The primary result of this study is a foundation for modeling manpower planning decisions for co‐produced services when production functions are mis‐estimated and/or mis‐specified.

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