{"title":"A Text-Based Measure of Transactive Memory System Strength","authors":"Jonathan Kush, B. Aven, L. Argote","doi":"10.1177/10464964231182130","DOIUrl":null,"url":null,"abstract":"We develop a method to assess the three indicators of transactive memory systems (TMS)—specialization, credibility, and coordination—through computer-aided text analysis. First, human coders assessed group transcripts for phrases representative of these indicators. From those phrases, we identified words that occurred frequently to develop a dictionary of TMS indicators. In total, we analyzed 262 groups composed of 1,091 individuals. Both the human-coded and dictionary-based assessments of TMS indicators are significantly related to a popular survey-based assessment of TMS. Our approach could be used to advance understanding of TMS by analyzing it in contexts where administering surveys is not feasible.","PeriodicalId":47912,"journal":{"name":"Small Group Research","volume":" ","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2023-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Small Group Research","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/10464964231182130","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MANAGEMENT","Score":null,"Total":0}
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Abstract
We develop a method to assess the three indicators of transactive memory systems (TMS)—specialization, credibility, and coordination—through computer-aided text analysis. First, human coders assessed group transcripts for phrases representative of these indicators. From those phrases, we identified words that occurred frequently to develop a dictionary of TMS indicators. In total, we analyzed 262 groups composed of 1,091 individuals. Both the human-coded and dictionary-based assessments of TMS indicators are significantly related to a popular survey-based assessment of TMS. Our approach could be used to advance understanding of TMS by analyzing it in contexts where administering surveys is not feasible.
期刊介绍：
Policy: Small Group Research is an international and interdisciplinary journal presenting research, theoretical advancements, and empirically supported applications with respect to all types of small groups. Through advancing the systematic study of small groups, this journal seeks to increase communication among all who are professionally interested in group phenomena.
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