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A Simple Method for Causal Analysis of Return on IT Investment

机译:IT投资回报率因果分析的简单方法

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This paper proposes a method for examining the causal relationship among investment in information technology (IT) and the organization's productivity. In this method, first a strong relationship among (1) investment in IT, (2) use of IT and (3) organization's productivity is verified using correlations. Second, the assumption that IT investment preceded improved productivity is tested using partial correlation. Finally, the assumption of what may have happened in the absence of IT investment, the so called counterfactual, is tested through forecasting productivity at different levels of investment. The paper applies the proposed method to investment in the Veterans Health Information Systems and Technology Architecture (VISTA) system. Result show that the causal analysis can be done, even with limited data. Furthermore, because the procedure relies on overall organization's productivity, it might be more objective than when the analyst picks and chooses which costs and benefits should be included in the analysis.
机译:本文提出了一种检查信息技术投资与组织生产率之间因果关系的方法。在这种方法中,首先使用相关性验证了(1)对IT的投资,(2)IT的使用和(3)组织的生产力之间的牢固关系。其次,使用部分相关性检验了IT投资先于生产力提高这一假设。最后,通过预测不同投资水平下的生产率来检验在没有IT投资的情况下可能发生的假设(所谓的反事实)。本文将提出的方法应用于退伍军人健康信息系统和技术架构(VISTA)系统的投资。结果表明,即使数据有限,也可以进行因果分析。此外,由于该程序依赖于整个组织的生产率,因此它可能比分析师选择并选择分析中应包括哪些成本和收益时更为客观。

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