Search results for "Production function estimation"

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Labor productivity and firm-level TFP with technology-specific production functions

2020

Abstract We investigate the technological dimension of productivity, presenting an empirical methodology based on mixture models to disentangle the labor productivity differences associated with the firm's choice of technology (BTFP) and those related to the firm's ability to exploit the adopted technology (WTFP). The estimation endogenously determines the number of technologies (in the sector) and degree of technology sharing across firms (i.e., for each firm, the probability of using a given technology). By using comparable data for about 35,000 firms worldwide distributed across 22 (two-digit) sectors, we show BTFP to be at least as important as WTFP in explaining the labor productivity …

EstimationEconomics and EconometricsSimultaneityExploit05 social sciencesTFPTFP; Technology adoption; Production function estimation; Mixture modelsProduction function estimation0502 economics and businessEconomicsProduction (economics)Statistical dispersion050207 economicsMixture modelsTotal factor productivityProductivityIndustrial organization050205 econometrics Technology adoption
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