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Theories Used in Information Systems Research: Insights from Complex Network Analysis

机译:信息系统研究中使用的理论:复杂网络分析的见解

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摘要

Effective application of theory is critical to the development of new knowledge in Information Systems (IS) research. However, theory foundations of IS research are understudied. Using Complex Network Analysis, we analyze theory usage in IS research published in two premier journals (MIS Quarterly and Information Systems Research) from 1998 to 2006. Four principal findings emerge from our analysis. First, in contrast with prior studies which found a lack of dominant theories at an aggregate level, we find stronger dominance of theory usage within individual streams of IS research. Second, IS research draws from diverse set of disciplines, with Psychology emerging as a consistently dominant source of theories for IS during our study period. Moreover, theories originating in IS were found to be widely used in two streams of research (‘IS development’ and ‘IT and Individuals’ streams) and more sparingly used in other streams. Third, IS research tends to form clusters of theory usage, with little crossover across clusters. Moreover, streams of IS research constitute distinct clusters of theory usage. Finally, theories originating from Economics, Strategy and Organization Science tend to be used together, whereas those originating from Psychology, Sociology and IS tend to be used together. Taken together, our results contribute to scholarly understanding of theory foundations of IS research and illustrate methodological innovations in the study of theory use by employing Complex Network Analysis.
机译:理论的有效应用对于开发信息系统(IS)研究中的新知识至关重要。但是,信息系统研究的理论基础尚未得到研究。使用复杂网络分析,我们分析了1998年至2006年在两本主要期刊(《 MIS季刊》和《信息系统研究》)上发表的IS研究中的理论使用情况。我们的分析得出了四个主要发现。首先,与先前的研究发现总体水平上缺乏主流理论相比,我们发现在IS研究的各个流派中,理论运用的优势更为明显。其次,信息系统研究来自多种学科,心理学在我们的研究期间逐渐成为信息系统理论的主要来源。此外,发现源于IS的理论被广泛用于两个研究流(“ IS开发”和“ IT与个人”流),而在其他流中则很少使用。第三,信息系统研究倾向于形成理论用途的集群,集群间的交叉很少。此外,信息系统研究流构成了理论运用的独特集群。最后,起源于经济学,战略和组织科学的理论倾向于一起使用,而起源于心理学,社会学和信息系统的理论则倾向于一起使用。两者合计,我们的结果有助于学术界对信息系统研究的理论基础的理解,并说明通过运用复杂网络分析进行理论使用研究的方法创新。

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