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A Text-Mining Approach To Evaluate The Importance Of Information Systems Research Themes, Navid Aghakhani, Arben Asllani
A Text-Mining Approach To Evaluate The Importance Of Information Systems Research Themes, Navid Aghakhani, Arben Asllani
Communications of the IIMA
This study combines text-mining techniques and exploratory factor analysis to identify significant research themes in the information systems (IS) field during the last decade. We analyzed 483 papers that have been published in the Management Information Systems Quarterly (MISQ) journal since 2010. We found that the most published themes in the MISQ are: (1) the impact of information systems and digital innovation on organizational performance, (2) the influence of computer-mediated communication and social media within individuals and groups, (3) information systems development and project management, (4) design science, and (5) decision making and information Systems. We also perform econometric analysis …