{"title":"Experimental research in knowledge management","authors":"Ilja Frissen, M. Max Evans","doi":"10.1002/kpm.1764","DOIUrl":null,"url":null,"abstract":"<p>At the heart of any healthy field are explicit theories and concerted efforts to test these theories. In the traditional “textbook” conceptualization of science, the main avenue for developing and testing theory is experimental research, a tool that enables investigators to filter out the noise in order to draw logically valid inferences and conclusions. The objective of this paper is to begin a probe into the use of experimental research in knowledge management (KM). After sketching an image of the nature of experimental research and its advantages, the paper details the results of an analysis of experimental research in the KM literature. The top 20 KM journals were searched in Scopus and Web of Science for any mention of the term “experiment.” In total, 43 papers were identified based on their use of experimental methods and human participants. These studies were coded for purpose, research questions, hypotheses, operationalization of variables, sample parameters, and statistical analysis methods. There appeared to be little evidence for a dedicated and sustained use of experimental research methods. Virtually all studies relied heavily on self-report questionnaires as the main data collection tool rather than direct behavioral measures. Potential implications are that KM journals may want to elicit and encourage more experimental research, and researchers interested in using experimental methods may want to forge multidisciplinary partnerships, for instance, with experimental psychologists. The implication for KM methodological pedagogy is to further promote and integrate experimental methods.</p>","PeriodicalId":46428,"journal":{"name":"Knowledge and Process Management","volume":"31 1","pages":"60-68"},"PeriodicalIF":3.0000,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/kpm.1764","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Knowledge and Process Management","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/kpm.1764","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MANAGEMENT","Score":null,"Total":0}
引用次数: 0
Abstract
At the heart of any healthy field are explicit theories and concerted efforts to test these theories. In the traditional “textbook” conceptualization of science, the main avenue for developing and testing theory is experimental research, a tool that enables investigators to filter out the noise in order to draw logically valid inferences and conclusions. The objective of this paper is to begin a probe into the use of experimental research in knowledge management (KM). After sketching an image of the nature of experimental research and its advantages, the paper details the results of an analysis of experimental research in the KM literature. The top 20 KM journals were searched in Scopus and Web of Science for any mention of the term “experiment.” In total, 43 papers were identified based on their use of experimental methods and human participants. These studies were coded for purpose, research questions, hypotheses, operationalization of variables, sample parameters, and statistical analysis methods. There appeared to be little evidence for a dedicated and sustained use of experimental research methods. Virtually all studies relied heavily on self-report questionnaires as the main data collection tool rather than direct behavioral measures. Potential implications are that KM journals may want to elicit and encourage more experimental research, and researchers interested in using experimental methods may want to forge multidisciplinary partnerships, for instance, with experimental psychologists. The implication for KM methodological pedagogy is to further promote and integrate experimental methods.
任何健康领域的核心都是明确的理论和验证这些理论的一致努力。在传统的“教科书”科学概念化中,发展和检验理论的主要途径是实验研究,这是一种使研究人员能够过滤掉噪音以得出逻辑上有效的推论和结论的工具。本文的目的是探讨实验研究在知识管理中的应用。在概述了实验研究的性质及其优势之后,本文详细介绍了对KM文献中实验研究的分析结果。在Scopus和Web of Science中搜索了排名前20位的KM期刊,以查找任何提到“实验”一词的期刊。总共有43篇论文根据他们使用的实验方法和人类参与者进行了鉴定。这些研究对目的、研究问题、假设、变量的操作化、样本参数和统计分析方法进行了编码。似乎没有什么证据表明专门和持续地使用实验研究方法。几乎所有的研究都严重依赖自我报告问卷作为主要的数据收集工具,而不是直接的行为测量。潜在的影响是,KM期刊可能想要引出和鼓励更多的实验研究,而对使用实验方法感兴趣的研究人员可能想要建立多学科的合作伙伴关系,例如,与实验心理学家。这对KM方法论教学的启示在于进一步推广和整合实验方法。
期刊介绍:
Knowledge and Process Management aims to provide essential information to executives responsible for driving performance improvement in their business or for introducing new ideas to business through thought leadership. The journal meets executives" needs for practical information on the lessons learned from other organizations in the areas of: - knowledge management - organizational learning - core competences - process management