Management Information Systems, Conceptual Dimensions of Information Quality and Quality of Managerial Decisions: Modelling Artificial Neural Networks

Hossein Hakimpoor, M. Khairabadi
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引用次数: 6

Abstract

The effect of information system on decision making is a central concern in the field of information system (IS). Information systems form the backbone of any business process integration and the main objective of information systems is helping decision makers by providing accurate and time based information helping them in making the right decisions in turbulent environment. The present study has been performed to examine the impact of using management information systems (MIS) and conceptual dimensions of information quality on the quality of managerial decisions in public organizations in Iran. Sample of the study was 250 of the managers from 17 public organizations that were chosen randomly and data was collected on 2015. Using artificial neural networks (ANN) analysis results show that MIS and conceptual dimensions of information quality have a positive effect on quality of managerial decisions and this effect is stronger when MIS and conceptual dimensions of information quality are merged.
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管理信息系统,信息质量和管理决策质量的概念维度:人工神经网络建模
信息系统对决策的影响是信息系统领域关注的中心问题。信息系统构成了任何业务流程集成的支柱,信息系统的主要目标是通过提供准确和基于时间的信息来帮助决策者,帮助他们在动荡的环境中做出正确的决策。本研究的目的是审查使用管理信息系统(MIS)和信息质量的概念层面对伊朗公共组织管理决策质量的影响。研究样本为随机抽取的17家公共机构管理者中的250人,数据采集时间为2015年。利用人工神经网络(ANN)分析结果表明,信息管理信息系统和信息质量的概念维度对管理决策质量有积极的影响,当信息管理信息系统和信息质量的概念维度合并时,这种影响更强。
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