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  • 标题:A Data Envelopment Analysis Approach to Estimate IT-Enabled Production Capability
  • 作者:Ayabakan, Sezgin ; Bardhan, Indranil R. ; Zheng, Zhiqiang
  • 期刊名称:Management Information Systems Quarterly
  • 出版年度:2017
  • 卷号:41
  • 期号:1
  • 页码:189-205
  • 出版社:Association for Information Systems
  • 摘要:Information systems researchers have drawn on the resource-based view (RBV) and dynamic capabilities theory to offer a sharper theoretical lens to study the impact of information technology (IT) enabled capabilities on organizational performance. In this study, we propose a new conceptualization of IT-enabled production capability, based on the ability of a manufacturing plant to use its mix of resource inputs to maximize its process outputs. Our approach extends the literature on firm capability using data envelopment analysis (DEA), a nonparametric approach for estimating relative efficiencies of decision-making units. We tested our models using plant-level data collected from a sample of U.S. plants. Our study makes a key contribution by developing a new methodology to measure IT business value with respect to the role of IT-enabled production capability. We operationalize a new DEA-based measure of capability using the relative efficiency of converting plant inputs into process outputs, a significant departure from extant research that has primarily focused on subjective and absolute measures to conceptualize capability.
  • 关键词:Production capability; data envelopment analysis; efficiency; resource-based view; information technology
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