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Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications
BACKGROUND: Technology holds promise for delivery of accessible, individualized, and destigmatized obesity prevention and treatment to youth. OBJECTIVES: This review examined the efficacy of recent technology-based interventions on weight outcomes. METHODS: Seven databases were searched in April 202...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904036/ https://www.ncbi.nlm.nih.gov/pubmed/33627775 http://dx.doi.org/10.1038/s41366-021-00765-x |
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author | Fowler, Lauren A. Grammer, Anne Claire Staiano, Amanda E. Fitzsimmons-Craft, Ellen E. Chen, Ling Yaeger, Lauren H. Wilfley, Denise E. |
author_facet | Fowler, Lauren A. Grammer, Anne Claire Staiano, Amanda E. Fitzsimmons-Craft, Ellen E. Chen, Ling Yaeger, Lauren H. Wilfley, Denise E. |
author_sort | Fowler, Lauren A. |
collection | PubMed |
description | BACKGROUND: Technology holds promise for delivery of accessible, individualized, and destigmatized obesity prevention and treatment to youth. OBJECTIVES: This review examined the efficacy of recent technology-based interventions on weight outcomes. METHODS: Seven databases were searched in April 2020 following PRISMA guidelines. Inclusion criteria were: participants aged 1–18 y, use of technology in a prevention/treatment intervention for overweight/obesity; weight outcome; randomized controlled trial (RCT); and published after January 2014. Random effects models with inverse variance weighting estimated pooled mean effect sizes separately for treatment and prevention interventions. Meta-regressions examined the effect of technology type (telemedicine or technology-based), technology purpose (stand-alone or adjunct), comparator (active or no-contact control), delivery (to parent, child, or both), study type (pilot or not), child age, and intervention duration. FINDINGS: In total, 3406 records were screened for inclusion; 55 studies representing 54 unique RCTs met inclusion criteria. Most (89%) included articles were of high or moderate quality. Thirty studies relied mostly or solely on technology for intervention delivery. Meta-analyses of the 20 prevention RCTs did not show a significant effect of prevention interventions on weight outcomes (d = 0.05, p = 0.52). The pooled mean effect size of n = 32 treatment RCTs showed a small, significant effect on weight outcomes (d = ‒0.13, p = 0.001), although 27 of 33 treatment studies (79%) did not find significant differences between treatment and comparators. There were significantly greater treatment effects on outcomes for pilot interventions, interventions delivered to the child compared to parent-delivered interventions, and as child age increased and intervention duration decreased. No other subgroup analyses were significant. CONCLUSIONS: Recent technology-based interventions for the treatment of pediatric obesity show small effects on weight; however, evidence is inconclusive on the efficacy of technology based prevention interventions. Research is needed to determine the comparative effectiveness of technology-based interventions to gold-standard interventions and elucidate the potential for mHealth/eHealth to increase scalability and reduce costs while maximizing impact. |
format | Online Article Text |
id | pubmed-7904036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79040362021-02-25 Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications Fowler, Lauren A. Grammer, Anne Claire Staiano, Amanda E. Fitzsimmons-Craft, Ellen E. Chen, Ling Yaeger, Lauren H. Wilfley, Denise E. Int J Obes (Lond) Review Article BACKGROUND: Technology holds promise for delivery of accessible, individualized, and destigmatized obesity prevention and treatment to youth. OBJECTIVES: This review examined the efficacy of recent technology-based interventions on weight outcomes. METHODS: Seven databases were searched in April 2020 following PRISMA guidelines. Inclusion criteria were: participants aged 1–18 y, use of technology in a prevention/treatment intervention for overweight/obesity; weight outcome; randomized controlled trial (RCT); and published after January 2014. Random effects models with inverse variance weighting estimated pooled mean effect sizes separately for treatment and prevention interventions. Meta-regressions examined the effect of technology type (telemedicine or technology-based), technology purpose (stand-alone or adjunct), comparator (active or no-contact control), delivery (to parent, child, or both), study type (pilot or not), child age, and intervention duration. FINDINGS: In total, 3406 records were screened for inclusion; 55 studies representing 54 unique RCTs met inclusion criteria. Most (89%) included articles were of high or moderate quality. Thirty studies relied mostly or solely on technology for intervention delivery. Meta-analyses of the 20 prevention RCTs did not show a significant effect of prevention interventions on weight outcomes (d = 0.05, p = 0.52). The pooled mean effect size of n = 32 treatment RCTs showed a small, significant effect on weight outcomes (d = ‒0.13, p = 0.001), although 27 of 33 treatment studies (79%) did not find significant differences between treatment and comparators. There were significantly greater treatment effects on outcomes for pilot interventions, interventions delivered to the child compared to parent-delivered interventions, and as child age increased and intervention duration decreased. No other subgroup analyses were significant. CONCLUSIONS: Recent technology-based interventions for the treatment of pediatric obesity show small effects on weight; however, evidence is inconclusive on the efficacy of technology based prevention interventions. Research is needed to determine the comparative effectiveness of technology-based interventions to gold-standard interventions and elucidate the potential for mHealth/eHealth to increase scalability and reduce costs while maximizing impact. Nature Publishing Group UK 2021-02-24 2021 /pmc/articles/PMC7904036/ /pubmed/33627775 http://dx.doi.org/10.1038/s41366-021-00765-x Text en © The Author(s), under exclusive licence to Springer Nature Limited part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Review Article Fowler, Lauren A. Grammer, Anne Claire Staiano, Amanda E. Fitzsimmons-Craft, Ellen E. Chen, Ling Yaeger, Lauren H. Wilfley, Denise E. Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title | Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title_full | Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title_fullStr | Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title_full_unstemmed | Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title_short | Harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
title_sort | harnessing technological solutions for childhood obesity prevention and treatment: a systematic review and meta-analysis of current applications |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7904036/ https://www.ncbi.nlm.nih.gov/pubmed/33627775 http://dx.doi.org/10.1038/s41366-021-00765-x |
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