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

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.

The Information System Development Based on Knowledge Management in Higher Education Institution

“…Second, the management information systems design is based on the needs analysis, i.e., each student provides input and discusses these needs as the study program needs that must be realized in the form of information systems. According to the previous researches stated that the process of knowledge can be initiated from the creation of each individual that is in accordance with their respective conditions, directed through good leadership, adapted to culture or organizational habits and equipped with adequate infrastructure (Hakimpoor & Khairabadi, 2018;K. C. Laudon & Laudon, 2019;Stylianou & Savva, 2016).…”

Analytical support for enterprise’s development management under conditions of economy digitalization

“…The works of M. Babaei and J. Beikzad (2013) and H. Hakimpoor and M. Khairabadi (2018) are devoted to the peculiarities of the use of management information systems. In particular, M. Babaei and J. Beikzad (2013) substantiate the importance of MIS in the context of informatization of economic relations and increased role of communication.…”

“…The study identifies the essence, types and role of MIS in decision-making processes. H. Hakimpoor and M. Khairabadi (2018) investigate the impact of MIS on the quality and relevancy of managerial decisions using artificial neural networks. D. J.…”

The Information Support System’s Formation of Marketing Innovative Decisions in Ukrainian Companies

“…López-Bonilla L.M. & Peña-Vinces J.C. [10], Daneshjo N. & Kravec M. [11], Hakimpoor H. & Khairabadi M. [12], Laudon K.C. & Laudon J.P. [13], Al-Mamary Y.H., Shamsuddin A.…”

“…For instance, Hakimpoor & Khairabadi [12] have provided the research on impact of using management information systems and conceptual dimensions of information quality on the quality of managerial decisions. Based on the neural network analysis, they state MIS as an important factor that had significant contributory effect on the decision making.…”