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...

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Main Authors: Jaime Martín-Martín, Cristina Roldán-Jiménez, Irene De-Torres, Antonio Muro-Culebras, Adrian Escriche-Escuder, Manuel Gonzalez-Sanchez, María Ruiz-Muñoz, Fermin Mayoral-Cleries, Attila Biró, Wen Tang, Borjanka Nikolova, Alfredo Salvatore, Antonio I. Cuesta-Vargas
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-07-01
Series:Frontiers in Digital Health
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2021.620383/full
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author Jaime Martín-Martín
Jaime Martín-Martín
Jaime Martín-Martín
Cristina Roldán-Jiménez
Cristina Roldán-Jiménez
Irene De-Torres
Antonio Muro-Culebras
Antonio Muro-Culebras
Adrian Escriche-Escuder
Adrian Escriche-Escuder
Manuel Gonzalez-Sanchez
Manuel Gonzalez-Sanchez
María Ruiz-Muñoz
María Ruiz-Muñoz
Fermin Mayoral-Cleries
Fermin Mayoral-Cleries
Attila Biró
Wen Tang
Borjanka Nikolova
Alfredo Salvatore
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
spellingShingle Jaime Martín-Martín
Jaime Martín-Martín
Jaime Martín-Martín
Cristina Roldán-Jiménez
Cristina Roldán-Jiménez
Irene De-Torres
Antonio Muro-Culebras
Antonio Muro-Culebras
Adrian Escriche-Escuder
Adrian Escriche-Escuder
Manuel Gonzalez-Sanchez
Manuel Gonzalez-Sanchez
María Ruiz-Muñoz
María Ruiz-Muñoz
Fermin Mayoral-Cleries
Fermin Mayoral-Cleries
Attila Biró
Wen Tang
Borjanka Nikolova
Alfredo Salvatore
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic Review
Frontiers in Digital Health
behavior
change
technique
digital intervention
sedentary behavior
author_facet Jaime Martín-Martín
Jaime Martín-Martín
Jaime Martín-Martín
Cristina Roldán-Jiménez
Cristina Roldán-Jiménez
Irene De-Torres
Antonio Muro-Culebras
Antonio Muro-Culebras
Adrian Escriche-Escuder
Adrian Escriche-Escuder
Manuel Gonzalez-Sanchez
Manuel Gonzalez-Sanchez
María Ruiz-Muñoz
María Ruiz-Muñoz
Fermin Mayoral-Cleries
Fermin Mayoral-Cleries
Attila Biró
Wen Tang
Borjanka Nikolova
Alfredo Salvatore
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
Antonio I. Cuesta-Vargas
author_sort Jaime Martín-Martín
title 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_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_sort behavior change techniques and the effects associated with digital behavior change interventions in sedentary behavior in the clinical population: a systematic review
publisher Frontiers Media S.A.
series Frontiers in Digital Health
issn 2673-253X
publishDate 2021-07-01
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.
topic behavior
change
technique
digital intervention
sedentary behavior
url https://www.frontiersin.org/articles/10.3389/fdgth.2021.620383/full
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spelling doaj-18c7cc513f4540a1a9ff7f4e0739aca02021-07-08T04:46:50ZengFrontiers Media S.A.Frontiers in Digital Health2673-253X2021-07-01310.3389/fdgth.2021.620383620383Behavior Change Techniques and the Effects Associated With Digital Behavior Change Interventions in Sedentary Behavior in the Clinical Population: A Systematic ReviewJaime Martín-Martín0Jaime Martín-Martín1Jaime Martín-Martín2Cristina Roldán-Jiménez3Cristina Roldán-Jiménez4Irene De-Torres5Antonio Muro-Culebras6Antonio Muro-Culebras7Adrian Escriche-Escuder8Adrian Escriche-Escuder9Manuel Gonzalez-Sanchez10Manuel Gonzalez-Sanchez11María Ruiz-Muñoz12María Ruiz-Muñoz13Fermin Mayoral-Cleries14Fermin Mayoral-Cleries15Attila Biró16Wen Tang17Borjanka Nikolova18Alfredo Salvatore19Antonio I. Cuesta-Vargas20Antonio I. Cuesta-Vargas21Antonio I. Cuesta-Vargas22Faculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainFaculty of Medicine, Department of Human Anatomy, Legal Medicine and History of Science, Legal Medicine Area, University of Malaga, Malaga, SpainFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainPhysical Medicine and Rehabilitation Unit, Regional University Hospital of Malaga, Malaga, SpainFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainInstituto de Investigación Médica de Málaga, IBIMA, Malaga, SpainMental Health Unit, Regional University Hospital of Malaga, Malaga, SpainITWare, Budapest, HungaryFaculty of Science and Technology, Bournemouth University, Poole, United KingdomArthaus, Production Trade and Service Company Arthaus Doo Import-Export Skopje, Skopje, Macedonia0Sensor ID Snc, Boiano, ItalyFaculty of Health Sciences, Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, SpainGrupo de Clinimetria (FE-14), Instituto de Investigación Biomédica de Málaga (IBIMA), Málaga, Spain1School of Clinical Science, Faculty of Health Science, Queensland University Technology, Brisbane, QLD, AustraliaBackground: 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.https://www.frontiersin.org/articles/10.3389/fdgth.2021.620383/fullbehaviorchangetechniquedigital interventionsedentary behavior