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An empirical study of IT as a factor of production: The case of Net-enabled IT assets

机译:对IT作为生产要素的实证研究:基于网络的IT资产的案例

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A great deal of research in the information systems field has focused on the link between IT and firm-level outputs, like productivity and performance. This paper critically examines the economic assumptions and methodological approaches that underlie much of this work. Three important issues and gaps are identified. First, the functional form of the relationship between IT and firm-level outputs has been inconsistently specified, or overlooked. Second, multiple input and output variables are often arbitrarily combined. Third, the characteristics of IT as a factor of production have not been tested in the era of Net-enabled IT assets. This paper sheds light on these issues by analyzing an appropriate dataset in a two-stage process. In the first stage, data envelopment analysis (DEA) is employed in order to derive a meaningful measure for IT productivity from a compilation of input and output variables. This measure is treated as a dependent variable in a multivariate regression analysis during the second stage. The paper confirms the diminishing marginal productivity and input substitutability of IT for the sub-category of Net-enabled IT assets.
机译:信息系统领域的大量研究都集中在IT和企业级产出(如生产力和绩效)之间的联系上。本文批判性地考察了许多工作背后的经济假设和方法论方法。确定了三个重要的问题和差距。首先,不一致地指定或忽略了IT与公司级产出之间关系的功能形式。其次,经常会任意组合多个输入和输出变量。第三,在启用网络的IT资产时代,尚未检验IT作为生产要素的特征。本文通过分两个阶段分析适当的数据集来阐明这些问题。在第一阶段,采用数据包络分析(DEA)来从输入和输出变量的汇编中得出有意义的IT生产率度量。在第二阶段,此度量在多元回归分析中被视为因变量。本文证实了在启用网络的IT资产子类别中,IT的边际生产率和输入可替代性正在下降。

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