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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...

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Detalles Bibliográficos
Autores principales: Lohmann, Sophie, Zagheni, Emilio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
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.
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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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