Cargando…
The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption
Individual differences in cognitive abilities and personality help to understand individual differences in various human behaviors. Previous work investigated individual characteristics in light of believing (i.e., misclassifying) fake news. However, only little is known about the misclassification...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8035512/ https://www.ncbi.nlm.nih.gov/pubmed/33869829 http://dx.doi.org/10.1016/j.heliyon.2021.e06503 |
_version_ | 1783676714495246336 |
---|---|
author | Sindermann, Cornelia Schmitt, Helena Sophia Rozgonjuk, Dmitri Elhai, Jon D. Montag, Christian |
author_facet | Sindermann, Cornelia Schmitt, Helena Sophia Rozgonjuk, Dmitri Elhai, Jon D. Montag, Christian |
author_sort | Sindermann, Cornelia |
collection | PubMed |
description | Individual differences in cognitive abilities and personality help to understand individual differences in various human behaviors. Previous work investigated individual characteristics in light of believing (i.e., misclassifying) fake news. However, only little is known about the misclassification of true news as fake, although it appears equally important to correctly identify fake and true news for unbiased belief formation. An online study with N = 530 (n = 396 men) participants was conducted to investigate performance in a Fake and True News Test in association with i) performance in fluid and crystallized intelligence tests and the Big Five Inventory, and ii) news consumption as a mediating variable between individual characteristics and performance in the Fake and True News Test. Results showed that fluid intelligence was negatively correlated with believing fake news (the association did not remain significant in a regression model); crystallized intelligence was negatively linked to misclassifying true news. Extraversion was negatively and crystallized intelligence was positively associated with fake and true news discernment. The number of different news sources consumed correlated negatively with misclassifying true news and positively with fake and true news discernment. However, no meaningful mediation effect of news consumption was observed. Only interpersonal trust was negatively related to misclassifying both fake and true news as well as positively related to news discernment. The present findings reveal that underlying factors of believing fake news and misclassifying true news are mostly different. Strategies that might help to improve the abilities to identify both fake and true news based on the present findings are discussed. |
format | Online Article Text |
id | pubmed-8035512 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-80355122021-04-15 The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption Sindermann, Cornelia Schmitt, Helena Sophia Rozgonjuk, Dmitri Elhai, Jon D. Montag, Christian Heliyon Research Article Individual differences in cognitive abilities and personality help to understand individual differences in various human behaviors. Previous work investigated individual characteristics in light of believing (i.e., misclassifying) fake news. However, only little is known about the misclassification of true news as fake, although it appears equally important to correctly identify fake and true news for unbiased belief formation. An online study with N = 530 (n = 396 men) participants was conducted to investigate performance in a Fake and True News Test in association with i) performance in fluid and crystallized intelligence tests and the Big Five Inventory, and ii) news consumption as a mediating variable between individual characteristics and performance in the Fake and True News Test. Results showed that fluid intelligence was negatively correlated with believing fake news (the association did not remain significant in a regression model); crystallized intelligence was negatively linked to misclassifying true news. Extraversion was negatively and crystallized intelligence was positively associated with fake and true news discernment. The number of different news sources consumed correlated negatively with misclassifying true news and positively with fake and true news discernment. However, no meaningful mediation effect of news consumption was observed. Only interpersonal trust was negatively related to misclassifying both fake and true news as well as positively related to news discernment. The present findings reveal that underlying factors of believing fake news and misclassifying true news are mostly different. Strategies that might help to improve the abilities to identify both fake and true news based on the present findings are discussed. Elsevier 2021-03-27 /pmc/articles/PMC8035512/ /pubmed/33869829 http://dx.doi.org/10.1016/j.heliyon.2021.e06503 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Sindermann, Cornelia Schmitt, Helena Sophia Rozgonjuk, Dmitri Elhai, Jon D. Montag, Christian The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title | The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title_full | The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title_fullStr | The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title_full_unstemmed | The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title_short | The evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
title_sort | evaluation of fake and true news: on the role of intelligence, personality, interpersonal trust, ideological attitudes, and news consumption |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8035512/ https://www.ncbi.nlm.nih.gov/pubmed/33869829 http://dx.doi.org/10.1016/j.heliyon.2021.e06503 |
work_keys_str_mv | AT sindermanncornelia theevaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT schmitthelenasophia theevaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT rozgonjukdmitri theevaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT elhaijond theevaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT montagchristian theevaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT sindermanncornelia evaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT schmitthelenasophia evaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT rozgonjukdmitri evaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT elhaijond evaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption AT montagchristian evaluationoffakeandtruenewsontheroleofintelligencepersonalityinterpersonaltrustideologicalattitudesandnewsconsumption |