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The association between the Big Five personality traits and smartphone use disorder: A meta-analysis
BACKGROUND AND AIMS: Personality is one of the most frequently investigated variables to shed light on the putatively addictive use of the smartphone. By investigating associations between personality and individual differences in addictive smartphone use, researchers aim to understand if some perso...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Akadémiai Kiadó
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943667/ https://www.ncbi.nlm.nih.gov/pubmed/33011714 http://dx.doi.org/10.1556/2006.2020.00069 |
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author | Marengo, Davide Sindermann, Cornelia Häckel, Daniela Settanni, Michele Elhai, Jon D. Montag, Christian |
author_facet | Marengo, Davide Sindermann, Cornelia Häckel, Daniela Settanni, Michele Elhai, Jon D. Montag, Christian |
author_sort | Marengo, Davide |
collection | PubMed |
description | BACKGROUND AND AIMS: Personality is one of the most frequently investigated variables to shed light on the putatively addictive use of the smartphone. By investigating associations between personality and individual differences in addictive smartphone use, researchers aim to understand if some personality traits predispose technology users to develop addictive behaviors. Here, based on existing empirical literature, we aimed at determining the strength of associations between Big Five personality traits and smartphone use disorder (SmUD) by a meta-analytic approach. METHOD: For each Big Five personality trait, we performed a meta-analysis of correlations representing their association with SmUD. We also investigated possible publication bias and the moderating effects of age, gender, nationality, length of personality assessments, and time of publication. RESULTS: We found n = 26 eligible studies. In line with both the Interaction of Person-Affect-Cognition-Execution (I-PACE) model and the framework on problematic mobile-phone use by Billieux, we observed a positive association between Neuroticism and SmUD (r = 0.25), while the association between Extraversion and SmUD was not significant. Partially in line with the aforementioned theoretical frameworks, Conscientiousness was negatively associated with SmUD (r = −0.16). Remaining traits showed smaller associations. No significant publication bias emerged. Moderator analyses showed that time of publication moderated the link between Conscientiousness and SmUD. Moreover, Agreeableness and Conscientiousness showed a heightened inverse association with SmUD among older samples. CONCLUSIONS: The present meta-analysis provides robust empirical evidence that Big Five personality traits can help to understand individual differences in SmUD, supporting the usefulness of their assessment when planning and targeting interventions aimed at at-risk individuals. |
format | Online Article Text |
id | pubmed-8943667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Akadémiai Kiadó |
record_format | MEDLINE/PubMed |
spelling | pubmed-89436672022-04-08 The association between the Big Five personality traits and smartphone use disorder: A meta-analysis Marengo, Davide Sindermann, Cornelia Häckel, Daniela Settanni, Michele Elhai, Jon D. Montag, Christian J Behav Addict Review Article BACKGROUND AND AIMS: Personality is one of the most frequently investigated variables to shed light on the putatively addictive use of the smartphone. By investigating associations between personality and individual differences in addictive smartphone use, researchers aim to understand if some personality traits predispose technology users to develop addictive behaviors. Here, based on existing empirical literature, we aimed at determining the strength of associations between Big Five personality traits and smartphone use disorder (SmUD) by a meta-analytic approach. METHOD: For each Big Five personality trait, we performed a meta-analysis of correlations representing their association with SmUD. We also investigated possible publication bias and the moderating effects of age, gender, nationality, length of personality assessments, and time of publication. RESULTS: We found n = 26 eligible studies. In line with both the Interaction of Person-Affect-Cognition-Execution (I-PACE) model and the framework on problematic mobile-phone use by Billieux, we observed a positive association between Neuroticism and SmUD (r = 0.25), while the association between Extraversion and SmUD was not significant. Partially in line with the aforementioned theoretical frameworks, Conscientiousness was negatively associated with SmUD (r = −0.16). Remaining traits showed smaller associations. No significant publication bias emerged. Moderator analyses showed that time of publication moderated the link between Conscientiousness and SmUD. Moreover, Agreeableness and Conscientiousness showed a heightened inverse association with SmUD among older samples. CONCLUSIONS: The present meta-analysis provides robust empirical evidence that Big Five personality traits can help to understand individual differences in SmUD, supporting the usefulness of their assessment when planning and targeting interventions aimed at at-risk individuals. Akadémiai Kiadó 2020-10-03 2020-10 /pmc/articles/PMC8943667/ /pubmed/33011714 http://dx.doi.org/10.1556/2006.2020.00069 Text en © 2020 The Author(s) https://creativecommons.org/licenses/by-nc/4.0/Open Access. This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted use, distribution, and reproduction in any medium for non-commercial purposes, provided the original author and source are credited, a link to the CC License is provided, and changes – if any – are indicated. |
spellingShingle | Review Article Marengo, Davide Sindermann, Cornelia Häckel, Daniela Settanni, Michele Elhai, Jon D. Montag, Christian The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title | The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title_full | The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title_fullStr | The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title_full_unstemmed | The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title_short | The association between the Big Five personality traits and smartphone use disorder: A meta-analysis |
title_sort | association between the big five personality traits and smartphone use disorder: a meta-analysis |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8943667/ https://www.ncbi.nlm.nih.gov/pubmed/33011714 http://dx.doi.org/10.1556/2006.2020.00069 |
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