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Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review
Background: Sedentary behavior (SB) negatively impact health and is highly prevalent in the population. Digital behavior change interventions (DBCIs) have been developed to modify behaviors such as SB by technologies. However, it is unknown which behavior change techniques (BCTs) are most frequently...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521816/ https://www.ncbi.nlm.nih.gov/pubmed/34713097 http://dx.doi.org/10.3389/fdgth.2021.620383 |
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author | Martín-Martín, Jaime Roldán-Jiménez, Cristina De-Torres, Irene Muro-Culebras, Antonio Escriche-Escuder, Adrian Gonzalez-Sanchez, Manuel Ruiz-Muñoz, María Mayoral-Cleries, Fermin Biró, Attila Tang, Wen Nikolova, Borjanka Salvatore, Alfredo Cuesta-Vargas, Antonio I. |
author_facet | Martín-Martín, Jaime Roldán-Jiménez, Cristina De-Torres, Irene Muro-Culebras, Antonio Escriche-Escuder, Adrian Gonzalez-Sanchez, Manuel Ruiz-Muñoz, María Mayoral-Cleries, Fermin Biró, Attila Tang, Wen Nikolova, Borjanka Salvatore, Alfredo Cuesta-Vargas, Antonio I. |
author_sort | Martín-Martín, Jaime |
collection | PubMed |
description | Background: Sedentary behavior (SB) negatively impact health and is highly prevalent in the population. Digital behavior change interventions (DBCIs) have been developed to modify behaviors such as SB by technologies. However, it is unknown which behavior change techniques (BCTs) are most frequently employed in SB as well as the effect associated with DBCIs in this field. The aim of this systematic review was: (a) to evaluate the BCT most frequently employed in digital health including all technologies available and interventions aimed at increasing physical activity (PA), reducing sedentary time, and improving adherence to exercise in the clinical population, and (b) to review the effect associated with DBCIs in this field. Methods: The database used was Medline, as well as Scopus, Scielo, and Google Scholar. For the search strategy, we considered versions of behavior/behavioral, mHealth/eHealth/telemedicine/serious game/gamification. The terms related to PA and SB were included, the criteria for inclusion were randomized clinical trials (RCTs), adults, intervention based on digital media, and outcome variable lifestyle modification; a last 5 years filter was included. Michie's Taxonomy was used to identify BCTs. The study was registered under the number PROSPERO CRD42019138681. Results: Eighteen RCTs were included in the present systematic review, 5 of them healthy adults, and 13 of them with some illness. Studies included 2298 sedentary individuals who were followed up for 5 weeks−3 years. The most used BCTs were goal setting, problem solving, review outcomes/goals, feedback on behavior and outcomes of behavior, self-monitoring of behavior, social support, information about health consequences, and behavior practice/rehearsal. The effect associated with DBCIs showed improvements, among several related to PA and physiologic self-reported and anthropometric outcomes. Conclusion: The BCTs most used in digital health to change outcomes related to SB were goals and planning, feedback and monitoring, social support, natural consequences, repetition, and substitution. Besides these findings, DBCIs are influenced by several factors like the type of intervention, patients' preferences and values, or the number of BCTs employed. More research is needed to determine with precision which DBCIs or BCTs are the most effective to reduce SB in the clinical population. |
format | Online Article Text |
id | pubmed-8521816 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85218162021-10-27 Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review Martín-Martín, Jaime Roldán-Jiménez, Cristina De-Torres, Irene Muro-Culebras, Antonio Escriche-Escuder, Adrian Gonzalez-Sanchez, Manuel Ruiz-Muñoz, María Mayoral-Cleries, Fermin Biró, Attila Tang, Wen Nikolova, Borjanka Salvatore, Alfredo Cuesta-Vargas, Antonio I. Front Digit Health Digital Health Background: Sedentary behavior (SB) negatively impact health and is highly prevalent in the population. Digital behavior change interventions (DBCIs) have been developed to modify behaviors such as SB by technologies. However, it is unknown which behavior change techniques (BCTs) are most frequently employed in SB as well as the effect associated with DBCIs in this field. The aim of this systematic review was: (a) to evaluate the BCT most frequently employed in digital health including all technologies available and interventions aimed at increasing physical activity (PA), reducing sedentary time, and improving adherence to exercise in the clinical population, and (b) to review the effect associated with DBCIs in this field. Methods: The database used was Medline, as well as Scopus, Scielo, and Google Scholar. For the search strategy, we considered versions of behavior/behavioral, mHealth/eHealth/telemedicine/serious game/gamification. The terms related to PA and SB were included, the criteria for inclusion were randomized clinical trials (RCTs), adults, intervention based on digital media, and outcome variable lifestyle modification; a last 5 years filter was included. Michie's Taxonomy was used to identify BCTs. The study was registered under the number PROSPERO CRD42019138681. Results: Eighteen RCTs were included in the present systematic review, 5 of them healthy adults, and 13 of them with some illness. Studies included 2298 sedentary individuals who were followed up for 5 weeks−3 years. The most used BCTs were goal setting, problem solving, review outcomes/goals, feedback on behavior and outcomes of behavior, self-monitoring of behavior, social support, information about health consequences, and behavior practice/rehearsal. The effect associated with DBCIs showed improvements, among several related to PA and physiologic self-reported and anthropometric outcomes. Conclusion: The BCTs most used in digital health to change outcomes related to SB were goals and planning, feedback and monitoring, social support, natural consequences, repetition, and substitution. Besides these findings, DBCIs are influenced by several factors like the type of intervention, patients' preferences and values, or the number of BCTs employed. More research is needed to determine with precision which DBCIs or BCTs are the most effective to reduce SB in the clinical population. Frontiers Media S.A. 2021-07-08 /pmc/articles/PMC8521816/ /pubmed/34713097 http://dx.doi.org/10.3389/fdgth.2021.620383 Text en Copyright © 2021 Martín-Martín, Roldán-Jiménez, De-Torres, Muro-Culebras, Escriche-Escuder, Gonzalez-Sanchez, Ruiz-Muñoz, Mayoral-Cleries, Biró, Tang, Nikolova, Salvatore and Cuesta-Vargas. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Digital Health Martín-Martín, Jaime Roldán-Jiménez, Cristina De-Torres, Irene Muro-Culebras, Antonio Escriche-Escuder, Adrian Gonzalez-Sanchez, Manuel Ruiz-Muñoz, María Mayoral-Cleries, Fermin Biró, Attila Tang, Wen Nikolova, Borjanka Salvatore, Alfredo Cuesta-Vargas, Antonio I. Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title | Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title_full | Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title_fullStr | Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title_full_unstemmed | Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title_short | Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review |
title_sort | behavior change techniques and the effects associated with digital behavior change interventions in sedentary behavior in the clinical population: a systematic review |
topic | Digital Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521816/ https://www.ncbi.nlm.nih.gov/pubmed/34713097 http://dx.doi.org/10.3389/fdgth.2021.620383 |
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