Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates
Trust and distrust are crucial aspects of human interaction that determine the nature of many organizational and business contexts. Because of socialization-borne familiarity that people feel about others, trust and distrust can influence people even when they do not know each other. Allowing that s...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2020-03-01
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| Series: | Frontiers in Psychology |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/article/10.3389/fpsyg.2020.00561/full |
| _version_ | 1818409753736380416 |
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| author | David Gefen Jorge E. Fresneda Kai R. Larsen |
| author_facet | David Gefen Jorge E. Fresneda Kai R. Larsen |
| author_sort | David Gefen |
| collection | DOAJ |
| description | Trust and distrust are crucial aspects of human interaction that determine the nature of many organizational and business contexts. Because of socialization-borne familiarity that people feel about others, trust and distrust can influence people even when they do not know each other. Allowing that some aspects of the social knowledge that is acquired through socialization is also recorded in language through word associations, i.e., linguistic correlates, this study shows that known associations of trust and distrust can be extracted from an authoritative text. Moreover, the study shows that such an analysis can even allow a statistical differentiation between trust and distrust—something that survey research has found hard to do. Specifically, measurement items of trust and related constructs that were previously used in survey research along with items reflecting distrust were projected onto a semantic space created out of psychology textbooks. The resulting distance matrix of those items was analyzed by applying covariance-based structural equation modeling. The results confirmed known trust and distrust relationship patterns and allowed measurement of distrust as a distinct construct from trust. The potential of studying trust theory through text analysis is discussed. |
| first_indexed | 2024-12-14T10:04:38Z |
| format | Article |
| id | doaj.art-a03bad09b8b24bcea3bcc48207c46e2e |
| institution | Directory Open Access Journal |
| issn | 1664-1078 |
| language | English |
| last_indexed | 2024-12-14T10:04:38Z |
| publishDate | 2020-03-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychology |
| spelling | doaj.art-a03bad09b8b24bcea3bcc48207c46e2e2022-12-21T23:07:11ZengFrontiers Media S.A.Frontiers in Psychology1664-10782020-03-011110.3389/fpsyg.2020.00561488398Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic CorrelatesDavid Gefen0Jorge E. Fresneda1Kai R. Larsen2Decision Sciences and MIS Department, LeBow College of Business, Drexel University, Philadelphia, PA, United StatesMarketing, Martin Tuchman School of Management, New Jersey Institute of Technology, Newark, NJ, United StatesOrganizational Leadership and Information Analytics, Leeds School of Business, University of Colorado Boulder, Boulder, CO, United StatesTrust and distrust are crucial aspects of human interaction that determine the nature of many organizational and business contexts. Because of socialization-borne familiarity that people feel about others, trust and distrust can influence people even when they do not know each other. Allowing that some aspects of the social knowledge that is acquired through socialization is also recorded in language through word associations, i.e., linguistic correlates, this study shows that known associations of trust and distrust can be extracted from an authoritative text. Moreover, the study shows that such an analysis can even allow a statistical differentiation between trust and distrust—something that survey research has found hard to do. Specifically, measurement items of trust and related constructs that were previously used in survey research along with items reflecting distrust were projected onto a semantic space created out of psychology textbooks. The resulting distance matrix of those items was analyzed by applying covariance-based structural equation modeling. The results confirmed known trust and distrust relationship patterns and allowed measurement of distrust as a distinct construct from trust. The potential of studying trust theory through text analysis is discussed.https://www.frontiersin.org/article/10.3389/fpsyg.2020.00561/fulltrustdistrustlatent semantic analysistext analysismachine learninglinguistic correlates |
| spellingShingle | David Gefen Jorge E. Fresneda Kai R. Larsen Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates Frontiers in Psychology trust distrust latent semantic analysis text analysis machine learning linguistic correlates |
| title | Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates |
| title_full | Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates |
| title_fullStr | Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates |
| title_full_unstemmed | Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates |
| title_short | Trust and Distrust as Artifacts of Language: A Latent Semantic Approach to Studying Their Linguistic Correlates |
| title_sort | trust and distrust as artifacts of language a latent semantic approach to studying their linguistic correlates |
| topic | trust distrust latent semantic analysis text analysis machine learning linguistic correlates |
| url | https://www.frontiersin.org/article/10.3389/fpsyg.2020.00561/full |
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