A Structural Equation Model for data warehouse adoption in a government department

Edzai Kademeteme, B. Kalema, P. Pretorius
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引用次数: 1

Abstract

The purpose of this study was to design a data warehouse framework in government departments. Based on the Theory of Task Technology Fit, The Unified Theory of Acceptance and Use of Technology and the Technology Organization Environment model, a conceptual framework was designed that was validated with data collected from South African department of rural development and land reform (DRDLR). The collected data was analysed quantitatively using Structural Equation Modelling (SEM), and the findings indicated that; performance expectancy, effort expectancy, behavioural intention, environmental and technological characteristics were significant for the adoption of data warehouse (DW). The framework developed by this study will act as a baseline in implementing DW, hence helping government departments to avoid having failed DW projects. This framework also provides a baseline for researches of technology adoption not only in government departments but also in other organizations.
政府部门采用数据仓库的结构方程模型
本研究的目的是设计一个政府部门的数据仓库框架。基于任务技术契合理论、技术接受与使用统一理论和技术组织环境模型,设计了一个概念框架,并利用南非农村发展和土地改革部(DRDLR)的数据进行了验证。利用结构方程模型(SEM)对收集到的数据进行定量分析,结果表明:绩效预期、努力预期、行为意图、环境和技术特征对采用数据仓库(DW)有显著影响。这项研究所制订的架构,可作为推行污水处理计划的基准,从而协助政府部门避免污水处理计划失败。此框架亦为政府部门及其他机构的科技应用研究提供了基准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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