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An Empirical Assessment of Energy Management Information System Success Using Structural Equation Modeling

机译:结构方程模型对能源管理信息系统成功的实证评估

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摘要

The Energy Industry utilizes Energy Management Information Systems (EMIS) smart meters to monitor utility consumers' energy consumption, communicate energy consumption information to consumers, and to collect a plethora of energy consumption data about consumer usage. The EMIS energy consumption information is typically presented to utility consumers via a smart meter web portal. The hope is that EMIS web portal use will aid utility consumers in managing their energy consumption by helping them make effective decisions regarding their energy usage. However, little research exists that evaluates the effectiveness or success of an EMIS smart meter web portal from a utility consumer perspective.;The research goal was to measure EMIS smart meter web portal success based on the DeLone and McLean Information Success Model. The objective of the study was to investigate the success constructs system quality, information quality, service quality, use, and user satisfaction, and determine their contribution to EMIS success, which was measured as net benefits.;The research model used in this study employed Structural Equation Modeling (SEM) based on Partial Least Squares (PLS) to determine the validity and reliability of the measurement model and to evaluate the hypothetical relationships in the structural model. The significant validity and reliability measures obtained in this study indicate that the DeLone and McLean Information Success Model (2003) has the potential for use in future EMIS studies. The determinants responsible for explaining the variance in net benefits were EMIS use and user satisfaction. Based on the research findings, several implications and future research are stated and proposed.
机译:能源行业利用能源管理信息系统(EMIS)智能电表来监控公用事业用户的能耗,将能耗信息传达给消费者,并收集有关消费者使用情况的大量能耗数据。 EMIS能耗信息通常通过智能电表Web门户显示给公用事业用户。希望通过EMIS Web门户的使用,可以通过帮助公用事业用户做出有关其能源使用的有效决策来帮助他们管理能源消耗。但是,很少有研究从公用事业用户的角度评估EMIS智能电表门户的有效性或成功性。研究目标是基于DeLone和McLean信息成功模型来衡量EMIS智能电表门户的成功。这项研究的目的是调查成功构建系统质量,信息质量,服务质量,使用和用户满意度,并确定它们对EMIS成功的贡献,以净收益来衡量。基于偏最小二乘(PLS)的结构方程模型(SEM)来确定测量模型的有效性和可靠性,并评估结构模型中的假设关系。在这项研究中获得的重要有效性和可靠性指标表明,DeLone和McLean信息成功模型(2003年)具有在未来EMIS研究中使用的潜力。解释净收益差异的决定因素是EMIS的使用和用户满意度。根据研究结果,提出并提出了一些启示和未来研究。

著录项

  • 作者单位

    Nova Southeastern University.;

  • 授予单位 Nova Southeastern University.;
  • 学科 Information technology.;Computer engineering.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 168 p.
  • 总页数 168
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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