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Diversity of social media use: Self-selection explains associations between using many platforms and well-being
Many people engage with a diverse array of social media platforms, raising concerns that this diversity of platforms may be linked to negative affect, hypothesized to arise from multitasking or identify diffusion. Using a large representative sample (N = 1,372) of US adults from the authoritative Ge...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10343079/ https://www.ncbi.nlm.nih.gov/pubmed/37440481 http://dx.doi.org/10.1371/journal.pdig.0000292 |
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author | Lohmann, Sophie Zagheni, Emilio |
author_facet | Lohmann, Sophie Zagheni, Emilio |
author_sort | Lohmann, Sophie |
collection | PubMed |
description | Many people engage with a diverse array of social media platforms, raising concerns that this diversity of platforms may be linked to negative affect, hypothesized to arise from multitasking or identify diffusion. Using a large representative sample (N = 1,372) of US adults from the authoritative General Social Survey, we examine associations between social media diversity and well-being and propose a self-selection explanation for these associations. Even without accounting for selection bias, we find few and only small associations. Importantly, after using a rigorous propensity-score weighting technique to adjust for selection bias, these associations disappear. Further, we also document few negative associations between the use of specific social media platforms and well-being. Our findings suggest that (i) diverse social media use is not a major risk factor to adult well-being; (ii) negative correlations reported in the literature may be spurious; (iii) technology use research needs to take self-selection biases seriously. |
format | Online Article Text |
id | pubmed-10343079 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-103430792023-07-14 Diversity of social media use: Self-selection explains associations between using many platforms and well-being Lohmann, Sophie Zagheni, Emilio PLOS Digit Health Research Article Many people engage with a diverse array of social media platforms, raising concerns that this diversity of platforms may be linked to negative affect, hypothesized to arise from multitasking or identify diffusion. Using a large representative sample (N = 1,372) of US adults from the authoritative General Social Survey, we examine associations between social media diversity and well-being and propose a self-selection explanation for these associations. Even without accounting for selection bias, we find few and only small associations. Importantly, after using a rigorous propensity-score weighting technique to adjust for selection bias, these associations disappear. Further, we also document few negative associations between the use of specific social media platforms and well-being. Our findings suggest that (i) diverse social media use is not a major risk factor to adult well-being; (ii) negative correlations reported in the literature may be spurious; (iii) technology use research needs to take self-selection biases seriously. Public Library of Science 2023-07-13 /pmc/articles/PMC10343079/ /pubmed/37440481 http://dx.doi.org/10.1371/journal.pdig.0000292 Text en © 2023 Lohmann, Zagheni https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lohmann, Sophie Zagheni, Emilio Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title | Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title_full | Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title_fullStr | Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title_full_unstemmed | Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title_short | Diversity of social media use: Self-selection explains associations between using many platforms and well-being |
title_sort | diversity of social media use: self-selection explains associations between using many platforms and well-being |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10343079/ https://www.ncbi.nlm.nih.gov/pubmed/37440481 http://dx.doi.org/10.1371/journal.pdig.0000292 |
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