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Information Technology (IT) Value Model using Variance-Based Structural Equation Modeling: Towards IT Value Engineering

机译:使用基于方差的结构方程建模的信息技术(IT)价值模型:面向IT价值工程

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Information Technology in business is significant. This study tries to trace the relationship between IT value and firm performance. The methodology of the study is analyzing some variables forming the relationship of IT value to firm performance based on the Resource-Based View Theory. The analysis results in IT Value Model using Variance-Based Structural Equation Modeling. Using computer simulation data and a SEM application software, the conceptual models are tested. The testing consists of the outer model, the inner model, and the hypotheses testing. The outer model testing is to examine the relationship between the reflective manifest variables and their construct. Similarly, the inner model and hypotheses are tested to make sure that among the constructs have causality relationships. According to the testing results, the models meet the fit model criteria as required by the Variance-Based SEM. Likewise, the hypotheses can be accepted. Furthermore, the IT value engineering concept can be developed referred to the fit model and linked to business requirements.
机译:信息技术在企业中具有重要意义。本研究试图追踪IT价值与公司绩效之间的关系。该研究的方法是基于资源观理论分析一些变量,这些变量构成了IT价值与企业绩效之间的关系。该分析使用基于方差的结构方程模型在IT价值模型中得出结果。使用计算机仿真数据和SEM应用软件,对概念模型进行了测试。检验由外部模型,内部模型和假设检验组成。外部模型测试是要检查反射清单变量及其构造之间的关系。同样,对内部模型和假设进行测试,以确保构造之间具有因果关系。根据测试结果,模型符合基于方差的SEM所要求的拟合模型标准。同样,这些假设可以被接受。此外,可以参考适合模型来开发IT价值工程概念,并将其链接到业务需求。

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