Social Media–Based Interventions for Health Behavior Change in Low- and Middle-Income Countries: Systematic Review
Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. The aim of this review is to identify and describe t...
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Published in | Journal of medical Internet research Vol. 24; no. 4; p. e31889 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
Published |
Canada
Journal of Medical Internet Research
14.04.2022
Gunther Eysenbach MD MPH, Associate Professor JMIR Publications |
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Abstract | Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries.
The aim of this review is to identify and describe the available literature on effective social media-based behavior change interventions within low- and middle-income countries.
This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform.
We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change.
We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use.
PROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572. |
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AbstractList | Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. The aim of this review is to identify and describe the available literature on effective social media–based behavior change interventions within low- and middle-income countries. This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform. We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change. We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use. Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. The aim of this review is to identify and describe the available literature on effective social media-based behavior change interventions within low- and middle-income countries. This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform. We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change. We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use. PROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572. BackgroundDespite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. ObjectiveThe aim of this review is to identify and describe the available literature on effective social media–based behavior change interventions within low- and middle-income countries. MethodsThis systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform. ResultsWe identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change. ConclusionsWe identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use. Trial RegistrationPROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572 Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries.BACKGROUNDDespite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries.The aim of this review is to identify and describe the available literature on effective social media-based behavior change interventions within low- and middle-income countries.OBJECTIVEThe aim of this review is to identify and describe the available literature on effective social media-based behavior change interventions within low- and middle-income countries.This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform.METHODSThis systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform.We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change.RESULTSWe identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change.We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use.CONCLUSIONSWe identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use.PROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572.TRIAL REGISTRATIONPROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572. Background Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. Objective The aim of this review is to identify and describe the available literature on effective social media–based behavior change interventions within low- and middle-income countries. Methods This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform. Results We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change. Conclusions We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use. Trial Registration PROSPERO CRD42020223572; Background: Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income countries, there is limited information of a similar nature for low- and middle-income countries. Objective: The aim of this review is to identify and describe the available literature on effective social media–based behavior change interventions within low- and middle-income countries. Methods: This systematic review was conducted in accordance with the 2009 PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, Embase, Elsevier, CINAHL, PsycInfo, and Global Index Medicus, and the final search was conducted on April 6, 2021. We excluded studies published before 2000 because of the subject matter. We included studies that evaluated interventions conducted at least partly on a social media platform. Results: We identified 1832 studies, of which 108 (5.89%) passed title-abstract review and were evaluated by full-text review. In all, 30.6% (33/108) were included in the final analysis. Although 22 studies concluded that the social media intervention was effective, only 13 quantified the level of social media engagement, of which, few used theory (n=8) or a conceptual model (n=5) of behavior change. Conclusions: We identified gaps in the settings of interventions, types and sectors of interventions, length of follow-up, evaluation techniques, use of theoretical and conceptual models, and discussions of the privacy implications of social media use. Trial Registration: PROSPERO CRD42020223572; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=223572 |
Audience | Academic |
Author | Jackson, Emahlea Seiler, Jessie Evans, WD Libby, Tanya E Lingappa, JR |
AuthorAffiliation | 3 Departments of Prevention and Community Health & Global Health George Washington University Washington, DC United States 2 Departments of Global Health, Medicine, and Pediatrics University of Washington Seattle, WA United States 1 Department of Epidemiology University of Washington Seattle, WA United States |
AuthorAffiliation_xml | – name: 2 Departments of Global Health, Medicine, and Pediatrics University of Washington Seattle, WA United States – name: 3 Departments of Prevention and Community Health & Global Health George Washington University Washington, DC United States – name: 1 Department of Epidemiology University of Washington Seattle, WA United States |
Author_xml | – sequence: 1 givenname: Jessie orcidid: 0000-0001-8692-9467 surname: Seiler fullname: Seiler, Jessie – sequence: 2 givenname: Tanya E orcidid: 0000-0002-8569-9206 surname: Libby fullname: Libby, Tanya E – sequence: 3 givenname: Emahlea orcidid: 0000-0002-3067-647X surname: Jackson fullname: Jackson, Emahlea – sequence: 4 givenname: JR orcidid: 0000-0001-6191-9828 surname: Lingappa fullname: Lingappa, JR – sequence: 5 givenname: WD orcidid: 0000-0002-7559-1592 surname: Evans fullname: Evans, WD |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/35436220$$D View this record in MEDLINE/PubMed |
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CitedBy_id | crossref_primary_10_1016_j_focus_2022_100035 crossref_primary_10_1038_s41432_024_01103_6 crossref_primary_10_1371_journal_pgph_0002357 crossref_primary_10_1016_j_socscimed_2024_117231 crossref_primary_10_1016_j_gine_2024_101030 crossref_primary_10_1371_journal_pone_0290757 crossref_primary_10_1016_j_foodcont_2024_110509 crossref_primary_10_2196_38470 crossref_primary_10_7189_jogh_14_05018 |
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Copyright | Jessie Seiler, Tanya E Libby, Emahlea Jackson, JR Lingappa, WD Evans. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 14.04.2022. COPYRIGHT 2022 Journal of Medical Internet Research 2022. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Jessie Seiler, Tanya E Libby, Emahlea Jackson, JR Lingappa, WD Evans. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 14.04.2022. 2022 |
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Keywords | low- and middle-income countries behavior change social media mobile phone |
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License | Jessie Seiler, Tanya E Libby, Emahlea Jackson, JR Lingappa, WD Evans. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 14.04.2022. 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 work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included. |
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Snippet | Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income... Background Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of... Background: Despite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of... BackgroundDespite the wealth of evidence regarding effective health behavior change techniques using digital interventions to focus on residents of high-income... |
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SubjectTerms | Analysis Behavior change Conceptual models Cost analysis Data collection Developing Countries Health Behavior Humans Intervention Low income groups Privacy Review Smartphones Social Media Social networks Software Systematic review Verbal communication Wealth |
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Title | Social Media–Based Interventions for Health Behavior Change in Low- and Middle-Income Countries: Systematic Review |
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