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Reid AL, Porter KJ, Kirkpatrick BM, Brock DJP, Altizer CJ, Zoellner JM. Student and caregiver acceptability of a school-based intervention to improve sugar-sweetened beverage behaviors: a mixed methods study. HEALTH EDUCATION RESEARCH 2024; 39:339-350. [PMID: 38517985 PMCID: PMC11258806 DOI: 10.1093/her/cyae011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 01/17/2024] [Accepted: 02/21/2024] [Indexed: 03/24/2024]
Abstract
Kids SIPsmartER is a 6-month behavioral and health literacy intervention effective at reducing sugar-sweetened beverage (SSB) intake among middle school students and their caregivers in the rural Appalachian region. This exploratory mixed methods study utilized a convergent parallel design to assess participant acceptability of a school-based curriculum for students and a text messaging program for caregivers. Acceptability was assessed using surveys (873 students and 453 caregivers), five focus groups (34 students) and telephone interviews (22 caregivers). Quantitative data were analyzed descriptively, and qualitative data were content coded. On a 5-point scale, average quantitative survey acceptability ratings ranged from 2.7 to 3.3 among three student-rated questions and 4.1 to 4.2 among four caregiver-rated questions. Qualitative focus group findings suggested that students preferred curricular activities that were hands-on and involved social interaction, while caregiver interview results showed high acceptability of the text messaging program's design, including usability, content messages and personalization. Students and caregivers reported similar program benefits: increased knowledge of SSBs and health risks, increased awareness of SSB behaviors and support to make beverage behavior changes. Results from this study can be used to understand Kids SIPsmartER's effectiveness data, communicate the intervention's acceptability with stakeholders and plan for future implementation studies.
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Affiliation(s)
- Annie L Reid
- Department of Public Health Sciences, School of Medicine, University of Virginia, 16 E. Main St., Christiansburg, VA 24073, USA
| | - Kathleen J Porter
- Department of Public Health Sciences, School of Medicine, University of Virginia, 16 E. Main St., Christiansburg, VA 24073, USA
| | - Brittany M Kirkpatrick
- Department of Public Health Sciences, School of Medicine, University of Virginia, 16 E. Main St., Christiansburg, VA 24073, USA
| | - Donna-Jean P Brock
- Department of Public Health Sciences, School of Medicine, University of Virginia, 16 E. Main St., Christiansburg, VA 24073, USA
| | | | - Jamie M Zoellner
- Department of Public Health Sciences, School of Medicine, University of Virginia, 16 E. Main St., Christiansburg, VA 24073, USA
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2
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Singh B, Ahmed M, Staiano AE, Gough C, Petersen J, Vandelanotte C, Kracht C, Huong C, Yin Z, Vasiloglou MF, Pan CC, Short CE, Mclaughlin M, von Klinggraeff L, Pfledderer CD, Moran LJ, Button AM, Maher CA. A systematic umbrella review and meta-meta-analysis of eHealth and mHealth interventions for improving lifestyle behaviours. NPJ Digit Med 2024; 7:179. [PMID: 38969775 PMCID: PMC11226451 DOI: 10.1038/s41746-024-01172-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 06/21/2024] [Indexed: 07/07/2024] Open
Abstract
The aim of this meta-meta-analysis was to systematically review randomised controlled trial (RCT) evidence examining the effectiveness of e- and m-Health interventions designed to improve physical activity, sedentary behaviour, healthy eating and sleep. Nine electronic databases were searched for eligible studies published from inception to 1 June 2023. Systematic reviews with meta-analyses of RCTs that evaluate e- and m-Health interventions designed to improve physical activity, sedentary behaviour, sleep and healthy eating in any adult population were included. Forty-seven meta-analyses were included, comprising of 507 RCTs and 206,873 participants. Interventions involved mobile apps, web-based and SMS interventions, with 14 focused on physical activity, 3 for diet, 4 for sleep and 26 evaluating multiple behaviours. Meta-meta-analyses showed that e- and m-Health interventions resulted in improvements in steps/day (mean difference, MD = 1329 [95% CI = 593.9, 2065.7] steps/day), moderate-to-vigorous physical activity (MD = 55.1 [95% CI = 13.8, 96.4] min/week), total physical activity (MD = 44.8 [95% CI = 21.6, 67.9] min/week), sedentary behaviour (MD = -426.3 [95% CI = -850.2, -2.3] min/week), fruit and vegetable consumption (MD = 0.57 [95% CI = 0.11, 1.02] servings/day), energy intake (MD = -102.9 kcals/day), saturated fat consumption (MD = -5.5 grams/day), and bodyweight (MD = -1.89 [95% CI = -2.42, -1.36] kg). Analyses based on standardised mean differences (SMD) showed improvements in sleep quality (SMD = 0.56, 95% CI = 0.40, 0.72) and insomnia severity (SMD = -0.90, 95% CI = -1.14, -0.65). Most subgroup analyses were not significant, suggesting that a variety of e- and m-Health interventions are effective across diverse age and health populations. These interventions offer scalable and accessible approaches to help individuals adopt and sustain healthier behaviours, with implications for broader public health and healthcare challenges.
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Affiliation(s)
- Ben Singh
- Alliance for Research in Exercise Nutrition and Activity (ARENA), University of South Australia, Adelaide, SA, Australia.
| | - Mavra Ahmed
- Department of Nutritional Sciences and Joannah and Brian Lawson Centre for Child Nutrition, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Amanda E Staiano
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Claire Gough
- Flinders University, College of Nursing and Health Sciences, Adelaide, SA, Australia
| | - Jasmine Petersen
- Flinders University: College of Education, Psychology and Social Work, Adelaide, SA, Australia
| | - Corneel Vandelanotte
- Physical Activity Research Group, Appleton Institute, Central Queensland University, Rockhampton, QLD, Australia
| | - Chelsea Kracht
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Christopher Huong
- Department of Public Health, University of Texas at San Antonio, San Antonio, TX, USA
| | - Zenong Yin
- Department of Public Health, University of Texas at San Antonio, San Antonio, TX, USA
| | - Maria F Vasiloglou
- Nestlé Institute of Health Sciences, Nestlé Research, 1000, Lausanne, Switzerland
| | - Chen-Chia Pan
- Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
- Department of Prevention and Health Promotion, Institute for Public Health and Nursing Research, University of Bremen, Bremen, Germany
| | - Camille E Short
- Melbourne Centre for Behaviour Change, Melbourne School of Psychological Sciences and Melbourne School of Health Sciences (jointly appointed), University of Melbourne, Parkville, VIC, Australia
| | - Matthew Mclaughlin
- Telethon Kids Institute, University of Western Australia, Perth, WA, Australia
| | - Lauren von Klinggraeff
- Department of Community and Behavioral Health Sciences, Institute of Public and Preventive Health, School of Public Health, Augusta University, Augusta, GA, USA
| | - Christopher D Pfledderer
- Department of Health Promotion and Behavorial Sciences, University of Texas Health Science Center Houston, School of Public Health in Austin, Austin, TX, USA
| | - Lisa J Moran
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Alyssa M Button
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Carol A Maher
- Alliance for Research in Exercise Nutrition and Activity (ARENA), University of South Australia, Adelaide, SA, Australia
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Golbus JR, Shi J, Gupta K, Stevens R, Jeganathan VE, Luff E, Boyden T, Mukherjee B, Kohnstamm S, Taralunga V, Kheterpal V, Kheterpal S, Resnicow K, Murphy S, Dempsey W, Klasnja P, Nallamothu BK. Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention. Circ Cardiovasc Qual Outcomes 2024; 17:e010731. [PMID: 38887953 PMCID: PMC11251861 DOI: 10.1161/circoutcomes.123.010731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 05/20/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Text messages may enhance physical activity levels in patients with cardiovascular disease, including those enrolled in cardiac rehabilitation. However, the independent and long-term effects of text messages remain uncertain. METHODS The VALENTINE study (Virtual Application-supported Environment to Increase Exercise) was a micro-randomized trial that delivered text messages through a smartwatch (Apple Watch or Fitbit Versa) to participants initiating cardiac rehabilitation. Participants were randomized 4× per day over 6-months to receive no text message or a message encouraging low-level physical activity. Text messages were tailored on contextual factors (eg, weather). Our primary outcome was step count 60 minutes following a text message, and we used a centered and weighted least squares mean method to estimate causal effects. Given potential measurement differences between devices determined a priori, data were assessed separately for Apple Watch and Fitbit Versa users over 3 time periods corresponding to the initiation (0-30 days), maintenance (31-120 days), and completion (121-182 days) of cardiac rehabilitation. RESULTS One hundred eight participants were included with 70 552 randomizations over 6 months; mean age was 59.5 (SD, 10.7) years with 36 (32.4%) female and 68 (63.0%) Apple Watch participants. For Apple Watch participants, text messages led to a trend in increased step count by 10% in the 60-minutes following a message during days 1 to 30 (95% CI, -1% to +20%), with no effect from days 31 to 120 (+1% [95% CI, -4% to +5%]), and a significant 6% increase during days 121 to 182 (95% CI, +0% to +11%). For Fitbit users, text messages significantly increased step count by 17% (95% CI, +7% to +28%) in the 60-minutes following a message in the first 30 days of the study with no effect subsequently. CONCLUSIONS In patients undergoing cardiac rehabilitation, contextually tailored text messages may increase physical activity, but this effect varies over time and by device. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT04587882.
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Affiliation(s)
- Jessica R. Golbus
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
- Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), University of Michigan, MI
| | - Jieru Shi
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI
| | - Kashvi Gupta
- Department of Internal Medicine, University of Missouri Kansas City, Kansas City, MO
| | - Rachel Stevens
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
| | - V.Swetha E. Jeganathan
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
| | - Evan Luff
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
| | - Thomas Boyden
- Division of Cardiovascular Diseases, Department of Internal Medicine, Spectrum Health, MI
| | | | - Sarah Kohnstamm
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
| | | | | | | | - Kenneth Resnicow
- School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Susan Murphy
- Departments of Statistics & Computer Science, Harvard University, Boston, MA, USA
| | - Walter Dempsey
- Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI
| | - Predrag Klasnja
- School of Information, University of Michigan, Ann Arbor, MI, USA
| | - Brahmajee K. Nallamothu
- Division of Cardiovascular Diseases, Department of Internal Medicine, University of Michigan, MI
- Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP), University of Michigan, MI
- The Center for Clinical Management and Research, Ann Arbor VA Medical Center, MI
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Grant SJ, Liu S, Rhodes RE. A web-based physical activity intervention targeting affect regulation: a randomized feasibility trial. Psychol Health 2024:1-23. [PMID: 38946146 DOI: 10.1080/08870446.2024.2372658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 06/20/2024] [Indexed: 07/02/2024]
Abstract
Early career professionals (ECPs) are a critical target for physical activity (PA) promotion. Affect contributes to an established PA intention-behaviour gap and is pertinent among ECPs. OBJECTIVE The purpose of this study was to examine the feasibility and acceptability of a web-based intervention and explore the effects on secondary outcomes (moderate-to-vigorous PA (MVPA), emotion regulation, multi-process action control constructs). METHODS Adults aged 25-44 who were employed at least part-time in a desk-based job and not meeting PA guidelines (<150 min MVPA) were recruited and randomized into a 6-week online intervention integrating acceptance and commitment principles and affect regulation strategies, or a control group. RESULTS Forty adults were recruited and randomized to the web-based intervention (n = 21) and waitlist control (n = 19). The recruitment rate was 29%, retention was 75%, engagement was 68%, and satisfaction was high in both quantitative and qualitative assessment. Participants allocated to the intervention improved MVPA (ηp2=0.30), emotion regulation (ηp2 =0.49), behavioural regulation (ηp2=0.53), affective attitude (ηp2=0.23), identity (ηp2=0.24), and constructs of mindfulness (ηp2=0.44), and valued living (ηp2=0.20). CONCLUSIONS Primary outcomes concerning feasibility were adequate and secondary outcomes improved, suggesting a full-scale randomized controlled trial is feasible with minor modifications. A large-scale study is warranted to establish intervention effectiveness.
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Affiliation(s)
- Stina J Grant
- Behavioural Medicine Lab, @bmedlab, University of Victoria, Victoria, BC, Canada
| | - Sam Liu
- Digital Health Lab, University of Victoria, Victoria, BC, Canada
| | - Ryan E Rhodes
- Behavioural Medicine Lab, @bmedlab, University of Victoria, Victoria, BC, Canada
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5
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Hooker SA, Crain AL, Muegge J, Rossom RC, Pronk NP, Pasumarthi DP, Kunisetty G, Masters KS. Applying Meaning and Self-Determination Theory to the Development of a Web-Based mHealth Physical Activity Intervention: Proof-of-Concept Pilot Study. JMIR Form Res 2024; 8:e55722. [PMID: 38917457 PMCID: PMC11234062 DOI: 10.2196/55722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 04/12/2024] [Accepted: 05/04/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND Meaning in life is positively associated with health, well-being, and longevity, which may be partially explained by engagement in healthier behaviors, including physical activity (PA). However, promoting awareness of meaning is a behavior change strategy that has not been tested in previous PA interventions. OBJECTIVE This study aims to develop, refine, and pilot-test the Meaningful Activity Program (MAP; MAP to Health), a web-based mobile health PA intervention, theoretically grounded in meaning and self-determination theory, for insufficiently active middle-aged adults. METHODS Following an iterative user-testing and refinement phase, we used a single-arm double baseline proof-of-concept pilot trial design. Participants included 35 insufficiently active adults in midlife (aged 40-64 years) interested in increasing their PA. After a 4-week baseline period, participants engaged in MAP to Health for 8 weeks. MAP to Health used a web-based assessment and just-in-time SMS text messaging to individualize the intervention; promote meaning salience; support the basic psychological needs of autonomy, competence, and relatedness; and increase PA. Participants completed measures of the hypothesized mechanisms of behavior change, including meaning salience, needs satisfaction, and autonomous motivation at pretest (-4 weeks), baseline (0 weeks), midpoint (4 weeks), and posttest (8 weeks) time points, and wore accelerometers for the study duration. At the end of the intervention, participants completed a qualitative interview. Mixed models compared changes in behavioral mechanisms during the intervention to changes before the intervention. Framework matrix analyses were used to analyze qualitative data. RESULTS Participants were aged 50.8 (SD 8.2) years on average; predominantly female (27/35, 77%); and 20% (7/35) Asian, 9% (3/35) Black or African American, 66% (23/35) White, and 6% (2/35) other race. Most (32/35, 91%) used MAP to Health for ≥5 of 8 weeks. Participants rated the intervention as easy to use (mean 4.3, SD 0.8 [out of 5.0]) and useful (mean 4.3, SD 0.6). None of the hypothesized mechanisms changed significantly during the preintervention phase (Cohen d values <0.15). However, autonomy (P<.001; Cohen d=0.76), competence (P<.001; Cohen d=0.65), relatedness (P=.004; Cohen d=0.46), autonomous motivation (P<.001; Cohen d=0.37), and meaning salience (P<.001; Cohen d=0.40) increased significantly during the intervention. Comparison of slopes before the intervention versus during the intervention revealed that increases during the intervention were significantly greater for autonomy (P=.002), competence (P<.001), and meaning salience (P=.001); however, slopes were not significantly different for relatedness (P=.10) and autonomous motivation (P=.17). Qualitative themes offered suggestions for improvement. CONCLUSIONS MAP to Health was acceptable to participants, feasible to deliver, and associated with increases in the target mechanisms of behavior change. This is the first intervention to use meaning as a behavior change strategy in a PA intervention. Future research will test the efficacy of the intervention in increasing PA compared to a control condition.
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Affiliation(s)
- Stephanie A Hooker
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | - A Lauren Crain
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | - Jule Muegge
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | - Rebecca C Rossom
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | - Nicolaas P Pronk
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | | | - Gopikrishna Kunisetty
- Division of Research and Evaluation, HealthPartners Institute, Minneapolis, MN, United States
| | - Kevin S Masters
- Department of Psychology, University of Colorado Denver, Denver, CO, United States
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6
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Schwartz J, Rhodes RE, Oh P, Bredin SSD, Perotto MB, González AG, Warburton DER. Increasing Health Behaviors and Psychological Measures with an Adapted Version of the ACCELERATION Program. Int J Behav Med 2024:10.1007/s12529-024-10279-1. [PMID: 38557740 DOI: 10.1007/s12529-024-10279-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/14/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND Recent evidence highlights the importance of interventions tackling physical inactivity and unhealthy eating in lower-income countries. The purpose of this study was to examine the effectiveness of the Canadian ACCELERATION lifestyle program adapted to Brazilians. The main outcomes of the study were changes in the engagement in weekly moderate-to-vigorous physical activity (MVPA) and in the daily consumption of fruits/vegetables. METHODS The adapted intervention consisted of a 12-week quasi-randomized controlled trial delivered through email. The data from the original Canadian experimental group (CE, n = 194) and the two groups of Portuguese-speaking Brazilians living in Canada in the adapted program - Brazilian experimental (BE, n = 41) and Brazilian control (BC, n = 35) - were assessed at baseline and post-intervention. The data of the 270 participants were analyzed using two-way repeated measures factorial ANCOVA (group x time) for ratio variables and Chi-square and McNemar tests for the categorical variables. RESULTS The BE group had a significant increase in MVPA (mean difference, 95% CI: 86.3, 38.1-134.4 min/week) and fruits/vegetables intake (3.2, 1.4-5.1 servings/day) after the intervention (both p < 0.001). The proportion of participants engaging in ≥ 150 min of MVPA increased from 4.9% to 73.2%, while adoption of a healthy diet increased from 4.9% to 53.7% in the BE group (both p < 0.001). The CE group also improved on these variables (p < 0.05) with no difference vs the BE group (p > 0.05), whereas BC did not show changes (p > 0.05). CONCLUSION The Brazilian version of the ACCELERATION program effectively promoted positive health behavior changes in its participants and has the potential to contribute to the fight against risk factors for chronic diseases in Brazilians.
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Affiliation(s)
- Juliano Schwartz
- Physical Activity Promotion and Chronic Disease Prevention Unit, University of British Columbia, Vancouver, BC, Canada.
| | - Ryan E Rhodes
- School of Exercise Science, Physical and Health Education, University of Victoria, Victoria, BC, Canada
| | - Paul Oh
- Cardiac Rehabilitation and Prevention Program, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Shannon S D Bredin
- Physical Activity Promotion and Chronic Disease Prevention Unit, University of British Columbia, Vancouver, BC, Canada
| | - Maira B Perotto
- West Toronto Diabetes Education Program, LAMP Community Health Centre, Toronto, ON, Canada
| | - Alejandro Gaytán González
- Physical Activity Promotion and Chronic Disease Prevention Unit, University of British Columbia, Vancouver, BC, Canada
- Institute of Applied Sciences for Physical Activity and Sport, University of Guadalajara, Guadalajara, Mexico
| | - Darren E R Warburton
- Physical Activity Promotion and Chronic Disease Prevention Unit, University of British Columbia, Vancouver, BC, Canada
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7
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Novak J, Jurkova K, Lojkaskova A, Jaklova A, Kuhnova J, Pfeiferova M, Kral N, Janek M, Omcirk D, Malisova K, Maes I, Dyck DV, Wahlich C, Ussher M, Elavsky S, Cimler R, Pelclova J, Tufano JJ, Steffl M, Seifert B, Yates T, Harris T, Vetrovsky T. Participatory development of an mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED). BMC Public Health 2024; 24:927. [PMID: 38556892 PMCID: PMC10983629 DOI: 10.1186/s12889-024-18384-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 03/18/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND The escalating global prevalence of type 2 diabetes and prediabetes presents a major public health challenge. Physical activity plays a critical role in managing (pre)diabetes; however, adherence to physical activity recommendations remains low. The ENERGISED trial was designed to address these challenges by integrating mHealth tools into the routine practice of general practitioners, aiming for a significant, scalable impact in (pre)diabetes patient care through increased physical activity and reduced sedentary behaviour. METHODS The mHealth intervention for the ENERGISED trial was developed according to the mHealth development and evaluation framework, which includes the active participation of (pre)diabetes patients. This iterative process encompasses four sequential phases: (a) conceptualisation to identify key aspects of the intervention; (b) formative research including two focus groups with (pre)diabetes patients (n = 14) to tailor the intervention to the needs and preferences of the target population; (c) pre-testing using think-aloud patient interviews (n = 7) to optimise the intervention components; and (d) piloting (n = 10) to refine the intervention to its final form. RESULTS The final intervention comprises six types of text messages, each embodying different behaviour change techniques. Some of the messages, such as those providing interim reviews of the patients' weekly step goal or feedback on their weekly performance, are delivered at fixed times of the week. Others are triggered just in time by specific physical behaviour events as detected by the Fitbit activity tracker: for example, prompts to increase walking pace are triggered after 5 min of continuous walking; and prompts to interrupt sitting following 30 min of uninterrupted sitting. For patients without a smartphone or reliable internet connection, the intervention is adapted to ensure inclusivity. Patients receive on average three to six messages per week for 12 months. During the first six months, the text messaging is supplemented with monthly phone counselling to enable personalisation of the intervention, assistance with technical issues, and enhancement of adherence. CONCLUSIONS The participatory development of the ENERGISED mHealth intervention, incorporating just-in-time prompts, has the potential to significantly enhance the capacity of general practitioners for personalised behavioural counselling on physical activity in (pre)diabetes patients, with implications for broader applications in primary care.
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Grants
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
- NU21-09-00007 Czech Health Research Council, Ministry of Health of the Czech Republic
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Affiliation(s)
- Jan Novak
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Katerina Jurkova
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Anna Lojkaskova
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Andrea Jaklova
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Jitka Kuhnova
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Marketa Pfeiferova
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Norbert Kral
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Michael Janek
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Dan Omcirk
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Katerina Malisova
- Faculty of Physical Culture, Palacky University Olomouc, Olomouc, Czech Republic
| | - Iris Maes
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Delfien Van Dyck
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Charlotte Wahlich
- Population Health Research Institute, St George's University of London, London, UK
| | - Michael Ussher
- Population Health Research Institute, St George's University of London, London, UK
- Institute for Social Marketing and Health, University of Stirling, Stirling, UK
| | - Steriani Elavsky
- Department of Human Movement Studies, University of Ostrava, Ostrava, Czech Republic
| | - Richard Cimler
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jana Pelclova
- Faculty of Physical Culture, Palacky University Olomouc, Olomouc, Czech Republic
| | - James J Tufano
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Michal Steffl
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Bohumil Seifert
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Tom Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Tess Harris
- Population Health Research Institute, St George's University of London, London, UK
| | - Tomas Vetrovsky
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic.
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8
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Celano CM, Healy BC, Jacobson LH, Bell M, Carrillo A, Massey CN, Chung WJ, Legler SR, Huffman JC. An adaptive text message intervention to promote psychological well-being and reduce cardiac risk: The Text4Health controlled clinical pilot trial. J Psychosom Res 2024; 177:111583. [PMID: 38171212 DOI: 10.1016/j.jpsychores.2023.111583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 12/18/2023] [Accepted: 12/22/2023] [Indexed: 01/05/2024]
Abstract
OBJECTIVE In a two-arm pilot trial, we examined the feasibility, acceptability, and preliminary efficacy of a 12-week, adaptive text message intervention (TMI) to promote health behaviors and psychological well-being in 60 individuals with multiple cardiac risk conditions (i.e., hypertension, hyperlipidemia, and/or type 2 diabetes) and suboptimal adherence to exercise or dietary guidance. METHODS Participants were allocated to receive the TMI or enhanced usual care (eUC). The TMI included daily adaptive text messages promoting health behaviors, twice-weekly messages to set goals and monitor progress, and monthly phone check-ins. Feasibility (primary outcome) and acceptability were measured by rates of successful text message delivery and daily participant ratings of message utility (0-10 Likert scale). We also assessed impact on health behavior adherence, psychological health, and functional outcomes. RESULTS The TMI was feasible (99.3% of messages successfully sent) and well-accepted (mean utility = 7.4/10 [SD 2.6]). At 12 weeks, the TMI led to small-sized greater improvements in moderate to vigorous physical activity (d = 0.37), overall physical activity (d = 0.23), optimism (d = 0.20), anxiety (d = -0.36), self-efficacy (d = 0.22), and physical function (d = 0.20), compared to eUC. It did not impact other outcomes substantially at this time point. CONCLUSION This 12-week, adaptive TMI was feasible, well-accepted, and associated with small-sized greater improvements in health behavior and psychological outcomes. Though larger studies are needed, it has the potential to be a scalable, low-intensity program that could be used in clinical practice. CLINICALTRIALS govregistration:NCT04382521.
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Affiliation(s)
- Christopher M Celano
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Brian C Healy
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA; Department of Neurology, Harvard Medical School, Boston, MA, USA
| | - Lily H Jacobson
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Margaret Bell
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Alba Carrillo
- Faculty of Psychology, University of Valencia, Spain
| | - Christina N Massey
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Wei-Jean Chung
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Sean R Legler
- Division of Hospital Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jeff C Huffman
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
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Atluri N, Mishra SR, Anderson T, Stevens R, Edwards A, Luff E, Nallamothu BK, Golbus JR. Acceptability of a Text Message-Based Mobile Health Intervention to Promote Physical Activity in Cardiac Rehabilitation Enrollees: A Qualitative Substudy of Participant Perspectives. J Am Heart Assoc 2024; 13:e030807. [PMID: 38226512 PMCID: PMC10926792 DOI: 10.1161/jaha.123.030807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 08/08/2023] [Indexed: 01/17/2024]
Abstract
BACKGROUND Mobile health (mHealth) interventions have the potential to deliver longitudinal support to users outside of episodic clinical encounters. We performed a qualitative substudy to assess the acceptability of a text message-based mHealth intervention designed to increase and sustain physical activity in cardiac rehabilitation enrollees. METHODS AND RESULTS Semistructured interviews were conducted with intervention arm participants of a randomized controlled trial delivered to low- and moderate-risk cardiac rehabilitation enrollees. Interviews explored participants' interaction with the mobile application, reflections on tailored text messages, integration with cardiac rehabilitation, and opportunities for improvement. Transcripts were thematically analyzed using an iteratively developed codebook. Sample size consisted of 17 participants with mean age of 65.7 (SD 8.2) years; 29% were women, 29% had low functional capacity, and 12% were non-White. Four themes emerged from interviews: engagement, health impact, personalization, and future directions. Participants engaged meaningfully with the mHealth intervention, finding it beneficial in promoting increased physical activity. However, participants desired greater personalization to their individual health goals, fitness levels, and real-time environment. Generally, those with lower functional capacity and less experience with exercise were more likely to view the intervention positively. Finally, participants identified future directions for the intervention including better incorporation of exercise physiologists and social support systems. CONCLUSIONS Cardiac rehabilitation enrollees viewed a text message-based mHealth intervention favorably, suggesting the potentially high usefulness of mHealth technologies in this population. Addressing participant-identified needs on increased user customization and inclusion of clinical and social support is crucial to enhancing the effectiveness of future mHealth interventions. REGISTRATION URL: https://www.clinicaltrials.gov; Unique identifier: NCT04587882.
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Affiliation(s)
- Namratha Atluri
- Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
| | - Sonali R. Mishra
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
| | - Theresa Anderson
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
| | - Rachel Stevens
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
| | - Angel Edwards
- Department of PharmacyUniversity of MichiganAnn ArborMIUSA
| | - Evan Luff
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
| | - Brahmajee K. Nallamothu
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
- Michigan Integrated Center for Health Analytics and Medical Prediction (MiCHAMP)University of MichiganAnn ArborMIUSA
- The Center for Clinical Management and Research, Ann Arbor VA Medical CenterAnn ArborMIUSA
| | - Jessica R. Golbus
- Division of Cardiovascular Medicine, Department of Internal MedicineUniversity of MichiganAnn ArborMIUSA
- The Center for Clinical Management and Research, Ann Arbor VA Medical CenterAnn ArborMIUSA
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10
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Khalil GE, McLean D, Ramirez E, Mihaj PP, Zhao B, Dhar B, Khan M. Developing a text-message library for tobacco prevention among adolescents: A qualitative study. PLoS One 2024; 19:e0296503. [PMID: 38175835 PMCID: PMC10766181 DOI: 10.1371/journal.pone.0296503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 12/14/2023] [Indexed: 01/06/2024] Open
Abstract
INTRODUCTION Communicating the risks associated with nicotine and tobacco use to adolescents can be challenging, especially with the current tobacco market's attempt to capture the attention of youths. Text message interventions have emerged to address the need to improve tobacco risk communication. This article informs the design of a message library for tobacco risk communication that is based on the transtheoretical model and addresses the risk of multiple tobacco products. METHODS We draw findings from this study from two phases. Phase 1 involved six remote focus group discussions (n = 25) and an in-depth interview, and Phase 2 involved online ideation sessions (n = 11) that led to the current version of the messages. We conducted the study within a larger project for the design and testing of a tobacco prevention program. With thematic analysis and the affinity mapping technique, two research team members identified repeated topics and relevant quotes to organize them into themes and subthemes. RESULTS In Phase 1, thematic analysis revealed four major themes: 1) Adolescents' gap in tobacco knowledge, 2) Social influence and popularity, 3) Attitude toward marketing, and 4) Text message framing preferences. During Phase 2, participants generated 1-to-7 iterations of the original messages. Votings and discussions resulted in a library of 306 messages under 7 sections, categorized based on the processes of change from the transtheoretical model. CONCLUSION The current study presents key insights crucial for developing and evaluating a library of tobacco prevention text messages that is scientifically valid and successfully resonates with today's adolescents. Our future plan is to go beyond this initial message development and vet the message library by adolescents and expert reviewers in tobacco risk communication. Future research may consider developing messages that are tailored based on gender, ethnicity, and other factors that are predictive of tobacco use.
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Affiliation(s)
- Georges Elias Khalil
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - David McLean
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - Erica Ramirez
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - Paris Piere Mihaj
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - Bairu Zhao
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - Biswadeep Dhar
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
| | - Meerah Khan
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, Florida, United States of America
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Hamborg TG, Andersen RM, Skou ST, Clausen MB, Jäger M, Zangger G, Simonÿ C, Grøntved A, Brønd JC, Soja AMB, Tang LH. mHealth intervention including text messaging and behaviour change techniques to support maintenance of physical activity after cardiac rehabilitation: A single-arm feasibility study. Digit Health 2024; 10:20552076241239243. [PMID: 38495859 PMCID: PMC10943751 DOI: 10.1177/20552076241239243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2024] [Indexed: 03/19/2024] Open
Abstract
Objective To evaluate the feasibility of a mobile health-supported intervention in patients with cardiovascular diseases after completion of a cardiac rehabilitation programme. Methods The feasibility study was performed in two hospitals and one municipality in Region Zealand, Denmark. Eligible participants were ≥18 years old, participated in a supervised cardiac rehabilitation programme, had access to a mobile phone, and could walk 3 m independently. Participants received a 12-week intervention utilizing behaviour change techniques, consisting of action planning, text messages, and phone support. Feasibility was assessed using pre-defined progression criteria, which included recruitment (≥75%), retention (≥80%), accelerometer data completeness (≥80%), coordinator (phone support) time (≤30 min), the response rate on patient-reported outcomes (≥90%), adherence (≥75% respond to ≥75% of messages), and acceptability (≥75%). The secondary outcome of objective physical activity was assessed with accelerometers. Results Ten women and 30 men with cardiovascular diseases aged 63.5 (±9.8 SD) participated. The progression criteria for retention (90%), accelerometer data completeness (83%), coordinator time (9.9 min), adherence (83%), and acceptability (82%) were at acceptable levels, exceptions were progression criteria for recruitment (35%) being below acceptable levels for recruitment, and response rate on patient-reported outcomes (75%). High satisfaction (92.6%) with the intervention was found. All objectively measured physical activity levels remained unchanged from baseline to follow-up. No serious adverse events related to the intervention were reported. Conclusion Mobile health-supported maintenance of physical activity after cardiac rehabilitation completion was feasible, safe, and acceptable. Yet, changes to improve recruitment and response rate are needed before conducting a large-scale effect evaluation.
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Affiliation(s)
- Trine G Hamborg
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
| | - Rune M Andersen
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Søren T Skou
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Mikkel B Clausen
- Department of Midwifery, Physiotherapy, Occupational Therapy and Psychomotor Therapy, Faculty of Health, University College Copenhagen, Copenhagen, Denmark
| | - Madalina Jäger
- Danish Center for Motivation and Behaviour Change, University of Southern Denmark, Odense, Denmark
| | - Graziella Zangger
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Research Unit for Musculoskeletal Function and Physiotherapy, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Charlotte Simonÿ
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Anders Grøntved
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Jan C Brønd
- Research Unit for Exercise Epidemiology, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Anne M B Soja
- Department of Medicine 1, Section of Cardiology, Holbæk Hospital, Holbæk, Denmark
| | - Lars H Tang
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
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12
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Wu J, Brunke-Reese D, Lagoa CM, Conroy DE. Assessing the impact of message relevance and frequency on physical activity change: A secondary data analysis from the random AIM trial. Digit Health 2024; 10:20552076241255656. [PMID: 38784050 PMCID: PMC11113026 DOI: 10.1177/20552076241255656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
Text messages are widely used to deliver intervention content; however, sending more intensive messages may not always improve behavioral outcomes. This study investigated whether message frequency was associated with daily physical activity, either by itself or in interaction with message content relevance. Healthy but insufficiently active young adults (aged 18-29 years) wore Fitbit activity trackers and received text messages for 180 days. Message frequencies varied daily at random, and messages were sent from three content libraries (40% Move More, 40% Sit Less, 20% Inspirational Quotes). Contrary to expectations, the results revealed a null association between total daily text message frequency and physical activity, both for daily step counts and moderate-to-vigorous physical activity (MVPA) duration. Additional analyses revealed that the daily frequency of messages with relevant content (i.e. Move More, Sit Less) was not associated with physical activity, but the daily frequency of messages with irrelevant content (i.e. Inspirational Quotes) was negatively associated with physical activity. We concluded that the effectiveness of text messages in promoting physical activity is impacted by the combination of content relevance and frequency, with frequent irrelevant messages potentially decreasing activity levels. This study suggests that irrelevant message frequency can negatively impact physical activity, highlighting the risks of delivering irrelevant content in digital health interventions.
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Affiliation(s)
- Jingchuan Wu
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
| | - Deborah Brunke-Reese
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
| | - Constantino M Lagoa
- School of Electrical Engineering & Computer Science, The Pennsylvania State University, University Park, PA, USA
| | - David E Conroy
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
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13
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Balmumcu A, Ozturk N. The effect of pilates and a WhatsApp-based health intervention program on symptoms of premenstrual syndrome (PMS): A randomized controlled study. Health Care Women Int 2023; 45:929-945. [PMID: 38133631 DOI: 10.1080/07399332.2023.2294819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 12/10/2023] [Indexed: 12/23/2023]
Abstract
Premenstrual syndrome (PMS) reduces the quality of life of young women and negatively affects their mental health and productivity. Regular physical activity and lifestyle changes are effective in alleviating and eliminating PMS symptoms. Accordingly, this randomized controlled study aims to investigate the effect of pilates and a WhatsApp-based support program on reducing PMS symptoms. A support program including pilates exercises and sending text messages was applied for 8 weeks to the students in the intervention group, and no attempt was made to the students in the control group. In this study, it was found that a support program including pilates exercise and Whatsapp text messages significantly reduced PMS symptoms.
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Affiliation(s)
- Ayça Balmumcu
- Söke Vocational School of Health Services Home Patient Care Program, Aydın Adnan Menderes University, Söke/Aydın, Turkey
| | - Nazan Ozturk
- Söke Vocational School of Health Services Home Patient Care Program, Aydın Adnan Menderes University, Söke/Aydın, Turkey
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14
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Farre A, Morris JH, Irvine L, Dombrowski SU, Breckenridge JP, Ozakinci G, Lebedis T, Jones C. Exploring the views and experiences of people recovering from a stroke about a new text message intervention to promote physical activity after rehabilitation-Keeping Active with Texting After Stroke: A qualitative study. Health Expect 2023; 26:2013-2022. [PMID: 37409460 PMCID: PMC10485328 DOI: 10.1111/hex.13809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/30/2023] [Accepted: 06/13/2023] [Indexed: 07/07/2023] Open
Abstract
BACKGROUND Participating in exercise following a stroke is essential for recovery. When community-based rehabilitation services end, some people struggle to remain active. We codesigned Keeping Active with Texting After Stroke (KATS), a text message intervention to support home-based, self-directed plans to continue exercising. KATS delivers a series of automated text messages over a 12-week period from the point of discharge from National Health Service-funded therapy. The aim of this study was to explore the views and experiences of the first cohort of participants to complete the KATS intervention about the meaning, engagement, workability and worth of the intervention. METHODS We undertook a qualitative study, theoretically informed by Normalisation Process Theory. We conducted semi-structured telephone interviews with people with stroke from two Health Boards in Scotland. Data collection took place over two phases, with each participant being interviewed twice: first, halfway through intervention delivery (Week 6) and then again at the end of the intervention (Week 12). All interviews were audio-recorded, transcribed and analysed thematically. RESULTS A total of 24 interviews were conducted with 12 participants. Our findings were organised around four overarching analytical themes: (1) making sense of KATS: timing and complementarity in the rehabilitation journey; (2) engaging with KATS: connection and identification with others; (3) making KATS work: flexibility and tailorable guidance; (4) appraising the worth of KATS: encouragement and friendliness. Participants differentiated KATS from current rehabilitation practice, finding it relevant, fitting and worthwhile. Variations were reported in engagement with behaviour change techniques, but participants were able to tailor KATS use, making it work for them in different ways. CONCLUSIONS Perceived benefits went beyond promoting physical activity, including feeling supported and connected. Future research will test the effectiveness of KATS in promoting physical activity and explore any associations with relevant social and emotional secondary outcomes. PATIENT OR PUBLIC CONTRIBUTION A research funding proposal was developed in collaboration with five people with stroke and three spouses. After securing funding, six people with stroke were invited to join the project's Collaborative Working Group, alongside health professionals and stroke rehabilitation experts, to codevelop the intervention and support the feasibility study.
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Affiliation(s)
- Albert Farre
- School of Health SciencesUniversity of DundeeDundeeUK
| | | | - Linda Irvine
- School of Health SciencesUniversity of DundeeDundeeUK
| | | | | | - Gozde Ozakinci
- Division of Psychology, Faculty of Natural SciencesUniversity of StirlingStirlingUK
| | | | - Claire Jones
- Health Informatics CentreSchool of MedicineUniversity of DundeeDundeeUK
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15
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Krasuska M, Davidson EM, Beune E, Jenum AK, Gill JM, Stronks K, van Valkengoed IG, Diaz E, Sheikh A. A Culturally Adapted Diet and Physical Activity Text Message Intervention to Prevent Type 2 Diabetes Mellitus for Women of Pakistani Origin Living in Scotland: Formative Study. JMIR Form Res 2023; 7:e33810. [PMID: 37713245 PMCID: PMC10541642 DOI: 10.2196/33810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 12/20/2022] [Accepted: 01/31/2023] [Indexed: 09/16/2023] Open
Abstract
BACKGROUND Individuals of South Asian origin are at an increased risk of developing type 2 diabetes mellitus (T2DM) compared with other ethnic minority groups. Therefore, there is a need to develop interventions to address, and reduce, this heightened risk. OBJECTIVE We undertook formative work to develop a culturally adapted diet and physical activity text message intervention to prevent T2DM for women of Pakistani origin living in Scotland. METHODS We used a stepwise approach that was informed by the Six Steps in Quality Intervention Development framework, which consisted of gathering evidence through literature review and focus groups (step 1), developing a program theory for the intervention (step 2), and finally developing the content of the text messages and an accompanying delivery plan (step 3). RESULTS In step 1, we reviewed 12 articles and identified 3 key themes describing factors impacting on diet and physical activity in the context of T2DM prevention: knowledge on ways to prevent T2DM through diet and physical activity; cultural, social, and gender norms; and perceived level of control and sense of inevitability over developing T2DM. The key themes that emerged from the 3 focus groups with a total of 25 women were the need for interventions to provide "friendly encouragement," "companionship," and a "focus on the individual" and also for the text messages to "set achievable goals" and include "information on cooking healthy meals." We combined the findings of the focus groups and literature review to create 13 guiding principles for culturally adapting the text messages. In step 2, we developed a program theory, which specified the main determinants of change that our text messages should aim to enhance: knowledge and skills, sense of control, goal setting and planning behavior, peer support, and norms and beliefs guiding behavior. In step 3, we used both the intervention program theory and guiding principles to develop a set of 73 text messages aimed at supporting a healthy diet and 65 text messages supporting increasing physical activity. CONCLUSIONS We present a theory-based approach to develop a culturally adapted diet and physical activity text message intervention to prevent T2DM for women of Pakistani origin living in Scotland. This study outlines an approach that may also be applicable to the development of interventions for other ethnic minority populations in diverse settings. There is now a need to build on this formative work and undertake a feasibility trial of a text message-based diet and physical activity intervention to prevent T2DM for women of Pakistani origin living in Scotland.
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Affiliation(s)
- Marta Krasuska
- Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Emma M Davidson
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Erik Beune
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, Netherlands
| | - Anne Karen Jenum
- General Practice Research Unit (AFE), Department of General Practice, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Jason Mr Gill
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Karien Stronks
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, Netherlands
| | - Irene Gm van Valkengoed
- Department of Public and Occupational Health, Amsterdam Public Health Research Institute, University of Amsterdam, Amsterdam, Netherlands
| | - Esperanza Diaz
- Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Aziz Sheikh
- Usher Institute, University of Edinburgh, Edinburgh, United Kingdom
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16
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Mishra SR, Dempsey W, Klasnja P. A Text Messaging Intervention for Priming the Affective Rewards of Exercise in Adults: Protocol for a Microrandomized Trial. JMIR Res Protoc 2023; 12:e46560. [PMID: 37656493 PMCID: PMC10504629 DOI: 10.2196/46560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Revised: 05/19/2023] [Accepted: 06/05/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND Physical activity is a critical target for health interventions, but effective interventions remain elusive. A growing body of work suggests that interventions targeting affective attitudes toward physical activity may be more effective for sustaining activity long term than those that rely on cognitive constructs alone, such as goal setting and self-monitoring. Anticipated affective response in particular is a promising target for intervention. OBJECTIVE We will evaluate the efficacy of an SMS text messaging intervention that manipulates anticipated affective response to exercise to promote physical activity. We hypothesize that reminding users of a positive postexercise affective state before their planned exercise sessions will increase their calories burned during this exercise session. We will deploy 2 forms of affective SMS text messages to explore the design space: low-reflection messages written by participants for themselves and high-reflection prompts that require users to reflect and respond. We will also explore the effect of the intervention on affective attitudes toward exercise. METHODS A total of 120 individuals will be enrolled in a 9-week microrandomized trial testing affective messages that remind users about feeling good after exercise (40% probability), control reminders (30% probability), or no message (30% probability). Two types of affective SMS text messages will be deployed: one requiring a response and the other in a read-only format. Participants will write the read-only messages themselves to ensure that the messages accurately reflect the participants' anticipated postexercise affective state. Affective attitudes toward exercise and intrinsic motivation for exercise will be measured at the beginning and end of the study. The weighted and centered least squares method will be used to analyze the effect of delivering the intervention versus not on calories burned over 4 hours around the time of the planned activity, measured by the Apple Watch. Secondary analyses will include the effect of the intervention on step count and active minutes, as well as an investigation of the effects of the intervention on affective attitudes toward exercise and intrinsic motivation for exercise. Participants will be interviewed to gain qualitative insights into intervention impact and acceptability. RESULTS Enrollment began in May 2023, with 57 participants enrolled at the end of July 2023. We anticipate enrolling 120 participants. CONCLUSIONS This study will provide early evidence about the effect of a repeated manipulation of anticipated affective response to exercise. The use of 2 different types of messages will yield insight into optimal design strategies for improving affective attitudes toward exercise. TRIAL REGISTRATION ClinicalTrials.gov NCT05582369; https://classic.clinicaltrials.gov/ct2/show/NCT05582369. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/46560.
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Affiliation(s)
- Sonali R Mishra
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Walter Dempsey
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Predrag Klasnja
- School of Information, University of Michigan, Ann Arbor, MI, United States
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17
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Irvine L, Morris JH, Dombrowski SU, Breckenridge JP, Farre A, Ozakinci G, Lebedis T, Jones C. Keeping Active with Texting after Stroke (KATS): development of a text message intervention to promote physical activity and exercise after stroke. Pilot Feasibility Stud 2023; 9:105. [PMID: 37353847 DOI: 10.1186/s40814-023-01326-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 05/26/2023] [Indexed: 06/25/2023] Open
Abstract
BACKGROUND Post-stroke physical activity reduces disability and risk of further stroke. When stroke rehabilitation ends, some people feel abandoned by services and struggle to undertake physical activities that support recovery and health. The aim of this study was to codesign a novel text message intervention to promote physical activity among people with stroke and provide support when formal rehabilitation ends. This manuscript describes the intervention development processes that will inform future pilot and feasibility studies. METHODS The planned intervention was a series of text messages to be sent in a predetermined sequence to people with stroke at the end of rehabilitation. The intervention, underpinned by behaviour change theory and using salient behaviour change techniques, would provide daily messages offering encouragement and support for the uptake and maintenance of physical activity following stroke. The intervention was codesigned by a Collaborative Working Group, comprised of people with stroke, rehabilitation therapists, representatives from stroke charities and academics. A four-step framework was used to design the intervention: formative research on physical activity post-stroke, creation of the behaviour change text message intervention, pre-testing and refinement. Formative research included a review of the scientific evidence and interviews with community-dwelling people with stroke. Data generated were used by the Collaborative Working Group to identify topics to be addressed in the intervention. These were mapped to constructs of the Health Action Process Approach, and salient behaviour change techniques to deliver the intervention were identified. The intervention was rendered into a series of text messages to be delivered over 12 weeks. The draft intervention was revised and refined through an iterative process including review by people with stroke, their spouses, rehabilitation therapists and experts in the field of stroke. The messages encourage regular physical activity but do not prescribe exercise or provide reminders to exercise at specific times. They use conversational language to encourage engagement, and some are personalised for participants. Quotes from people with stroke provide encouragement and support and model key behaviour change techniques such as goal setting and coping planning. DISCUSSION Co-design processes were critical in systematically developing this theory and evidence-based intervention. People with stroke and rehabilitation therapists provided insights into perceived barriers post-rehabilitation and identified strategies to overcome them. The structured multistep approach highlighted areas for improvement through successive rounds of review. The intervention will be tested for acceptability, feasibility and effectiveness in future studies. This co-design approach could be used for interventions for other heath behaviours and with different populations.
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Affiliation(s)
- Linda Irvine
- School of Health Sciences, University of Dundee, Dundee, UK
| | - Jacqui H Morris
- School of Health Sciences, University of Dundee, Dundee, UK.
| | - Stephan U Dombrowski
- Faculty of Kinesiology, University of New Brunswick, Fredericton, New Brunswick, Canada
| | | | - Albert Farre
- School of Health Sciences, University of Dundee, Dundee, UK
| | - Gozde Ozakinci
- Faculty of Natural Sciences, Division of Psychology, University of Stirling, Stirling, UK
| | | | - Claire Jones
- School of Medicine, University of Dundee, Dundee, UK
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18
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Alshagrawi S, Abidi ST. Efficacy of an mHealth Behavior Change Intervention for Promoting Physical Activity in the Workplace: Randomized Controlled Trial. J Med Internet Res 2023; 25:e44108. [PMID: 37103981 PMCID: PMC10176147 DOI: 10.2196/44108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/17/2023] [Accepted: 03/30/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Insufficient physical activity (PA) is a well-established risk factor for several noncommunicable diseases such as cardiovascular diseases, cancer, diabetes, depression, and dementia. The World Health Organization (WHO) advises that individuals engage in 150 minutes of moderate PA per week or 75 minutes of intense PA per week. According to the WHO's latest report, 23% of adults fail to meet the minimum recommended level of PA. The percentage was even higher in a recent global study that showed 27% of adults were insufficiently active and reported a 5% increase in the prevalence trend of insufficient PA between 2001 and 2016. The study also showed the rate of insufficient PA among countries varied significantly. For instance, it was estimated that 40% were insufficiently active in the United States, and the percentage was even higher in Saudi Arabia (more than 50%). Governments are actively developing policies and methods to successfully establish a PA-inducing environment that encourages a healthy lifestyle in order to address the global steady decline in PA. OBJECTIVE The purpose of this study was to determine the effectiveness of mobile health (mHealth) interventions, particularly SMS text messaging interventions, to improve PA and decrease BMI in healthy adults in the workplace. METHODS In this parallel, 2-arm randomized controlled trial, healthy adults (N=327) were randomized to receive an mHealth intervention (tailored text messages combined with self-monitoring (intervention; n=166) or no intervention (control; n=161). Adults who were fully employed in an academic institution and had limited PA during working hours were recruited for the study. Outcomes, such as PA and BMI, were assessed at baseline and 3 months later. RESULTS Results showed significant improvement in PA levels (weekly step counts) in the intervention group (β=1097, 95% CI 922-1272, P<.001). There was also a significant reduction in BMI (β=0.60, 95% CI 0.50-0.69, P<.001). CONCLUSIONS Combining tailored text messages and self-monitoring interventions to improve PA and lower BMI was significantly effective and has the potential to leverage current methods to improve wellness among the public.
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Lee AM, Hojjatinia S, Courtney JB, Brunke-Reese D, Hojjatinia S, Lagoa CM, Conroy DE. Motivational Message Framing Effects on Physical Activity Dynamics in a Digital Messaging Intervention: Secondary Analysis. JMIR Form Res 2023; 7:e41414. [PMID: 37083710 PMCID: PMC10163402 DOI: 10.2196/41414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 11/09/2022] [Accepted: 03/21/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND Digital smartphone messaging can be used to promote physical activity to large populations with limited cost. It is not clear which psychological constructs should be targeted by digital messages to promote physical activity. This gap presents a challenge for developing optimal content for digital messaging interventions. OBJECTIVE The aim of this study is to compare affectively framed and social cognitively framed messages on subsequent changes in physical activity using dynamical modeling techniques. METHODS We conducted a secondary analysis of data collected from a digital messaging intervention in insufficiently active young adults (18-29 years) recruited between April 2019 and July 2020 who wore a Fitbit smartwatch for 6 months. Participants received 0 to 6 messages at random per day across the intervention period. Messages were drawn from 3 content libraries: affectively framed, social cognitively framed, or inspirational quotes. Person-specific dynamical models were identified, and model features of impulse response and cumulative step response were extracted for comparison. Two-way repeated-measures ANOVAs evaluated the main effects and interaction of message type and day type on model features. This early-phase work with novel dynamic features may have been underpowered to detect differences between message types so results were interpreted descriptively. RESULTS Messages (n=20,689) were paired with valid physical activity monitoring data from 45 participants for analysis. Received messages were distributed as 40% affective (8299/20,689 messages), 39% social-cognitive (8187/20,689 messages), and 20% inspirational quotes (4219/20,689 messages). There were no statistically significant main effects for message type when evaluating the steady state of step responses. Participants demonstrated heterogeneity in intervention response: some had their strongest responses to affectively framed messages, some had their strongest responses to social cognitively framed messages, and some had their strongest responses to the inspirational quote messages. CONCLUSIONS No single type of digital message content universally promotes physical activity. Future work should evaluate the effects of multiple message types so that content can be continuously tuned based on person-specific responses to each message type.
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Affiliation(s)
- Alexandra M Lee
- The Pennsylvania State University, University Park, PA, United States
| | - Sahar Hojjatinia
- The Pennsylvania State University, University Park, PA, United States
| | | | | | - Sarah Hojjatinia
- The Pennsylvania State University, University Park, PA, United States
| | | | - David E Conroy
- The Pennsylvania State University, University Park, PA, United States
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20
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Brock DJP, Yuhas M, Porter KJ, Chow PI, Ritterband LM, Tate DF, Zoellner JM. Outcomes of a Caregiver-Focused Short Message Service (SMS) Intervention to Reduce Intake of Sugar-Sweetened Beverages in Rural Caregivers and Adolescents. Nutrients 2023; 15:1957. [PMID: 37111178 PMCID: PMC10141983 DOI: 10.3390/nu15081957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 04/07/2023] [Accepted: 04/16/2023] [Indexed: 04/29/2023] Open
Abstract
This study examined enrollment, retention, engagement, and behavior changes from a caregiver short message service (SMS) component of a larger school-based sugar-sweetened beverage (SSB) reduction intervention. Over 22 weeks, caregivers of seventh graders in 10 Appalachian middle schools received a two-way SMS Baseline Assessment and four monthly follow-up assessments to report their and their child's SSB intake and select a personalized strategy topic. Between assessments, caregivers received two weekly one-way messages: one information or infographic message and one strategy message. Of 1873 caregivers, 542 (29%) enrolled by completing the SMS Baseline Assessment. Three-quarters completed Assessments 2-5, with 84% retained at Assessment 5. Reminders, used to encourage adherence, improved completion by 19-40%, with 18-33% completing after the first two reminders. Most caregivers (72-93%) selected a personalized strategy and an average of 28% viewed infographic messages. Between Baseline and Assessment 5, daily SSB intake frequency significantly (p < 0.01) declined for caregivers (-0.32 (0.03), effect size (ES) = 0.51) and children (-0.26 (0.01), ES = 0.53). Effect sizes increased when limited to participants who consumed SSB twice or more per week (caregivers ES = 0.65, children ES = 0.67). Findings indicate that an SMS-delivered intervention is promising for engaging rural caregivers of middle school students and improving SSB behaviors.
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Affiliation(s)
- Donna-Jean P. Brock
- Department of Public Health Sciences, Community-Based Health Equity Research Program, University of Virginia, Christiansburg, VA 24073, USA; (D.-J.P.B.)
| | - Maryam Yuhas
- Department of Nutrition and Food Studies, Falk College, Syracuse University, Syracuse, NY 13244, USA;
| | - Kathleen J. Porter
- Department of Public Health Sciences, Community-Based Health Equity Research Program, University of Virginia, Christiansburg, VA 24073, USA; (D.-J.P.B.)
| | - Philip I. Chow
- Center for Behavioral Health and Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA 22908, USA; (P.I.C.)
| | - Lee M. Ritterband
- Center for Behavioral Health and Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA 22908, USA; (P.I.C.)
| | - Deborah F. Tate
- Department of Nutrition, Communication for Health Applications and Interventions Core, University of North Carolina, Chapel Hill, NC 27599, USA;
| | - Jamie M. Zoellner
- Department of Public Health Sciences, Community-Based Health Equity Research Program, University of Virginia, Christiansburg, VA 24073, USA; (D.-J.P.B.)
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21
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Kompf J, Whiteley J, Wright J, Brenner P, Camhi S. Resistance Training Behavior Is Enhanced With Digital Behavior Change Coaching: A Randomized Controlled Trial With Novice Adults. J Phys Act Health 2023; 20:531-537. [PMID: 37076244 DOI: 10.1123/jpah.2022-0367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 12/19/2022] [Accepted: 02/13/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Approximately a third of US adults meet the physical activity guidelines of engaging in resistance training 2 times per week, yet few studies have examined how to increase participation rates. The present randomized control trial compared a remotely delivered coaching intervention with an education only control group. METHODS Eligible participants completed 2 remotely delivered Zoom-based personal training sessions during a 1-week run-in period. Participants randomized to the intervention group received synchronous weekly behavioral video coaching sessions over Zoom, whereas the control group received no further contact. Days of resistance training completed were assessed at baseline (pre), 4 weeks (post), and 8 weeks (follow-up). Linear mixed models were used to examine group differences at each time point and within-group differences over time. RESULTS There were significant between-group differences favoring the intervention, at posttest for both the previous week (b = 0.71, SE = 0.23; P = .002) and the previous 4 weeks (b = 2.54, SE = 0.87; P = .003) but not at the follow-up period for either the last week (b = 0.15, SE = 0.23; P = .520) or the last 4 weeks (b = 0.68, SE = 0.88; P = .443). CONCLUSION The present study showed that by providing participants with equipment, skill, and in the case of the intervention group, a remote coaching intervention, resistance training participation increased.
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Affiliation(s)
- Justin Kompf
- University of Massachusetts Boston, Boston, MA,USA
- Brandeis University, Waltham, MA,USA
| | | | - Julie Wright
- University of Massachusetts Boston, Boston, MA,USA
| | | | - Sarah Camhi
- University of San Francisco, San Francisco, CA,USA
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22
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Vetrovsky T, Kral N, Pfeiferova M, Kuhnova J, Novak J, Wahlich C, Jaklova A, Jurkova K, Janek M, Omcirk D, Capek V, Maes I, Steffl M, Ussher M, Tufano JJ, Elavsky S, Van Dyck D, Cimler R, Yates T, Harris T, Seifert B. mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED): rationale and study protocol for a pragmatic randomised controlled trial. BMC Public Health 2023; 23:613. [PMID: 36997936 PMCID: PMC10064755 DOI: 10.1186/s12889-023-15513-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/23/2023] [Indexed: 04/01/2023] Open
Abstract
BACKGROUND The growing number of patients with type 2 diabetes and prediabetes is a major public health concern. Physical activity is a cornerstone of diabetes management and may prevent its onset in prediabetes patients. Despite this, many patients with (pre)diabetes remain physically inactive. Primary care physicians are well-situated to deliver interventions to increase their patients' physical activity levels. However, effective and sustainable physical activity interventions for (pre)diabetes patients that can be translated into routine primary care are lacking. METHODS We describe the rationale and protocol for a 12-month pragmatic, multicentre, randomised, controlled trial assessing the effectiveness of an mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED). Twenty-one general practices will recruit 340 patients with (pre)diabetes during routine health check-ups. Patients allocated to the active control arm will receive a Fitbit activity tracker to self-monitor their daily steps and try to achieve the recommended step goal. Patients allocated to the intervention arm will additionally receive the mHealth intervention, including the delivery of several text messages per week, with some of them delivered just in time, based on data continuously collected by the Fitbit tracker. The trial consists of two phases, each lasting six months: the lead-in phase, when the mHealth intervention will be supported with human phone counselling, and the maintenance phase, when the intervention will be fully automated. The primary outcome, average ambulatory activity (steps/day) measured by a wrist-worn accelerometer, will be assessed at the end of the maintenance phase at 12 months. DISCUSSION The trial has several strengths, such as the choice of active control to isolate the net effect of the intervention beyond simple self-monitoring with an activity tracker, broad eligibility criteria allowing for the inclusion of patients without a smartphone, procedures to minimise selection bias, and involvement of a relatively large number of general practices. These design choices contribute to the trial's pragmatic character and ensure that the intervention, if effective, can be translated into routine primary care practice, allowing important public health benefits. TRIAL REGISTRATION ClinicalTrials.gov (NCT05351359, 28/04/2022).
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Affiliation(s)
- Tomas Vetrovsky
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic.
| | - Norbert Kral
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Marketa Pfeiferova
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jitka Kuhnova
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jan Novak
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Charlotte Wahlich
- Population Health Research Institute, St George's University of London, London, UK
| | - Andrea Jaklova
- 2nd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Katerina Jurkova
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Michael Janek
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Dan Omcirk
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Vaclav Capek
- 2nd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Iris Maes
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Michal Steffl
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Michael Ussher
- Population Health Research Institute, St George's University of London, London, UK
- Institute for Social Marketing and Health, University of Stirling, Stirling, UK
| | - James J Tufano
- Faculty of Physical Education and Sport, Charles University, Prague, Czech Republic
| | - Steriani Elavsky
- Department of Human Movement Studies, University of Ostrava, Ostrava, Czech Republic
| | - Delfien Van Dyck
- Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium
| | - Richard Cimler
- Faculty of Science, University of Hradec Kralove, Hradec Kralove, Czech Republic
| | - Tom Yates
- Diabetes Research Centre, University of Leicester, Leicester, UK
- National Institute for Health Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Tess Harris
- Population Health Research Institute, St George's University of London, London, UK
| | - Bohumil Seifert
- Institute of General Practice, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
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Hinman RS, Lawford BJ, Nelligan RK, Bennell KL. Virtual Tools to Enable Management of Knee Osteoarthritis. CURRENT TREATMENT OPTIONS IN RHEUMATOLOGY 2023; 9:1-21. [PMID: 37362068 PMCID: PMC10006574 DOI: 10.1007/s40674-023-00202-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/08/2023] [Indexed: 06/28/2023]
Abstract
Purpose of review There is increasing recognition that virtual tools, enabled by the internet and telecommunications technology, can increase access to health care. We review evidence about the clinical effectiveness and acceptability of telephone-delivered and videoconferencing clinician consultations, websites and internet-delivered programs, and SMS and mobile applications in enabling the management of people with knee osteoarthritis (OA). We discuss barriers to using virtual tools and suggest strategies to facilitate implementation in clinical settings. Recent findings An increasing number of systematic reviews, meta-analyses, and clinical trials provide evidence showing the effectiveness of virtual tools for improving knee OA management. Qualitative research shows that virtual tools increase patient access to knee OA care, are generally acceptable and convenient for patients, but can be associated with barriers to use from patient and clinician perspectives. Summary Virtual tools offer new opportunities to enable people with knee OA to manage their condition and receive care that may otherwise be difficult or not possible to access. Telephone calls and videoconferencing can be used for real-time synchronous consultations between clinicians and patients, increasing the geographic reach of health services. Websites and internet-based programs can be used to educate patients about their condition, as well as deliver exercise, weight management, and psychological interventions. Mobile apps can monitor and track OA symptoms, exercise, and physical activity, while SMS can facilitate positive behaviour changes for self-management over the long-term when sustained clinician contact may not be possible.
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Affiliation(s)
- Rana S. Hinman
- Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, School of Health Sciences, Faculty of Medicine Dentistry & Health Sciences, The University of Melbourne, Melbourne, VIC Australia
| | - Belinda J. Lawford
- Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, School of Health Sciences, Faculty of Medicine Dentistry & Health Sciences, The University of Melbourne, Melbourne, VIC Australia
| | - Rachel K. Nelligan
- Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, School of Health Sciences, Faculty of Medicine Dentistry & Health Sciences, The University of Melbourne, Melbourne, VIC Australia
| | - Kim L. Bennell
- Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, School of Health Sciences, Faculty of Medicine Dentistry & Health Sciences, The University of Melbourne, Melbourne, VIC Australia
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24
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Celano CM, Massey C, Long J, Kim S, Velasquez O, Healy BC, Wexler DJ, Madva EN, Huffman JC. An Adaptive, Algorithm-based Text Message Intervention to Promote Health Behavior Adherence in Type 2 Diabetes: Treatment Development and Proof-of-Concept Trial. J Diabetes Sci Technol 2023; 17:364-373. [PMID: 34911398 PMCID: PMC10012372 DOI: 10.1177/19322968211065067] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND Most individuals with type 2 diabetes (T2D) struggle to adhere to one or more health behaviors. Text message interventions (TMIs) have the potential to improve adherence but have had mixed effects on diet and activity in T2D. We developed an eight-week, adaptive, algorithm-driven TMI to promote physical activity, diet, self-care, and well-being. Then, in a single-arm trial, we assessed its feasibility, acceptability, and preliminary efficacy in 15 individuals with T2D and suboptimal adherence. METHODS Participants received daily text messages and were asked to rate the utility of each message (0=not helpful, 10=very helpful). These ratings were used by an algorithm to select subsequent messages based on each participant's prior ratings. We assessed intervention feasibility by rates of message transmission/response and acceptability through ratings of message utility and burden. Finally, we examined pre-post changes in diabetes self-care, diet, physical activity, and psychological outcomes and calculated effect sizes (Cohen's d). RESULTS All text messages were delivered, and participants provided ratings for 79% of messages, above our a priori thresholds for feasibility. Participants rated the individual messages and overall TMI as subjectively useful (utility: 8.1 [SD=2.1] and 7.8 [SD=2.0], respectively) and not burdensome (burden: 0.8 [SD=1.8]). The intervention led to significant, medium- to large-sized improvements in self-care (d=0.77), diet (d=0.99), and activity (d=0.61) but minimal change in psychological outcomes. CONCLUSIONS The TMI was feasible and well-accepted, and it led to promising improvements in adherence-related outcomes. These findings should be confirmed in a larger randomized controlled trial.
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Affiliation(s)
- Christopher M. Celano
- Department of Psychiatry, Harvard
Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
- Christopher M. Celano, MD, Department of
Psychiatry, Massachusetts General Hospital, 125 Nashua Street, Suite 324,
Boston, MA 02114, USA.
| | - Christina Massey
- Department of Psychiatry, Harvard
Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
| | | | - Sonia Kim
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
- Harvard T.H. Chan School of Public
Health, Boston, MA, USA
| | - Olivia Velasquez
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
- Department of Psychiatry, McLean
Hospital, Belmont, MA, USA
| | - Brian C. Healy
- Department of Neurology, Brigham and
Women’s Hospital, Boston, MA, USA
- Departments of Neurology and
Biostatistics, Harvard Medical School, Boston, MA, USA
| | - Deborah J. Wexler
- Department of Medicine (Endocrinology),
Harvard Medical School, Boston, MA, USA
- Diabetes Unit, Massachusetts General
Hospital Diabetes Center, Boston, MA, USA
| | - Elizabeth N. Madva
- Department of Psychiatry, Harvard
Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
| | - Jeff C. Huffman
- Department of Psychiatry, Harvard
Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts
General Hospital, Boston, MA, USA
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25
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Eysenbach G, Augustyn M, Gross SM, Vernon P, Caulfield LE, Paige DM. Engagement With and Acceptability of Digital Media Platforms for Use in Improving Health Behaviors Among Vulnerable Families: Systematic Review. J Med Internet Res 2023; 25:e40934. [PMID: 36735286 PMCID: PMC9938444 DOI: 10.2196/40934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 10/27/2022] [Accepted: 12/19/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The use of digital communication platforms to improve health behaviors has increased dramatically over the last decade. Public health practitioners have adopted digital communication technologies such as text messages, mobile apps, and social media to reach diverse populations. However, the effectiveness of digital communication platforms used by community-serving agencies remains unclear, and patterns of engagement and acceptability of different platforms have not been studied. OBJECTIVE This review aimed to identify the types of digital communication strategies used by community-serving organizations to promote healthy behaviors, assess the strength of evidence for health behavioral change, and describe the degree of consumer engagement with and acceptability of these strategies. The study population included low-income pregnant women, parents of young children, and adolescents. METHODS A systematic review was conducted according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines using PubMed, Scopus, Web of Science, CINAHL, and APA PsycInfo, covering research conducted from 2009 to 2022. Studies were included if they examined the use of digital communication (ie, texting, mobile apps, or social media) to promote healthy behaviors in the target population. Risk of bias and strength of evidence were assessed using the Effective Public Health Practice Project Risk of Bias tool and criteria from Agency for Healthcare Research and Quality, respectively. RESULTS Twenty-three peer-reviewed research studies published between 2012 and 2022, conducted in the United States, the United Kingdom, and Australia, were included in the review. The sample comprised studies exploring the use of texting (n=12), apps (n=6), social media (n=3), and multiple platforms (n=2; eg, texting and mobile apps). Targeted health behaviors included healthy diet, physical activity, obesity prevention, healthy pregnancy, breastfeeding, vaccine use, smoking cessation, and nutrition benefit redemption. The sample included 8 randomized controlled trials, 6 pretest-posttest design, 3 mixed methods studies, 2 pilot studies, 1 feasibility study, 1 prospective cohort study, 1 descriptive study, and 1 cross-sectional study. The median sample size was 77.5. There was no strong evidence to suggest the effectiveness of digital media campaigns in improving health behaviors; however, there were moderate to high levels of engagement and high levels of acceptability across digital platforms. CONCLUSIONS Low-income pregnant women, parents of young children, and adolescents demonstrated moderate levels of engagement with and high levels of acceptability of digital media health campaigns conducted by community-serving agencies. The effectiveness of these strategies in improving health behaviors was inconclusive. Additional rigorous studies with larger sample sizes are required. In addition, more research is required to consistently measure and report participants' engagement with each platform. Digital communication platforms are critical tools for public health practitioners, and future investigations of the effectiveness of these platforms in engaging clients and improving health behaviors will maximize client services.
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Affiliation(s)
| | - Marycatherine Augustyn
- Department of Population, Family, and Reproductive Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Susan M Gross
- Department of Population, Family, and Reproductive Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Paris Vernon
- Department of Population, Family, and Reproductive Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - Laura E Caulfield
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
| | - David M Paige
- Department of Population, Family, and Reproductive Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States
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26
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Zwack CC, Smith C, Poulsen V, Raffoul N, Redfern J. Information Needs and Communication Strategies for People with Coronary Heart Disease: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1723. [PMID: 36767091 PMCID: PMC9914653 DOI: 10.3390/ijerph20031723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/13/2023] [Accepted: 01/13/2023] [Indexed: 06/18/2023]
Abstract
A critical aspect of coronary heart disease (CHD) care and secondary prevention is ensuring patients have access to evidence-based information. The purpose of this review is to summarise the guiding principles, content, context and timing of information and education that is beneficial for supporting people with CHD and potential communication strategies, including digital interventions. We conducted a scoping review involving a search of four databases (Web of Science, PubMed, CINAHL, Medline) for articles published from January 2000 to August 2022. Literature was identified through title and abstract screening by expert reviewers. Evidence was synthesised according to the review aims. Results demonstrated that information-sharing, decision-making, goal-setting, positivity and practicality are important aspects of secondary prevention and should be patient-centred and evidenced based with consideration of patient need and preference. Initiation and duration of education is highly variable between and within people, hence communication and support should be regular and ongoing. In conclusion, text messaging programs, smartphone applications and wearable devices are examples of digital health strategies that facilitate education and support for patients with heart disease. There is no one size fits all approach that suits all patients at all stages, hence flexibility and a suite of resources and strategies is optimal.
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Affiliation(s)
- Clara C. Zwack
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
| | - Carlie Smith
- National Heart Foundation of Australia, Brisbane, QLD 4006, Australia
| | - Vanessa Poulsen
- National Heart Foundation of Australia, Adelaide, SA 5000, Australia
| | - Natalie Raffoul
- National Heart Foundation Australia, Sydney, NSW 2011, Australia
| | - Julie Redfern
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
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Hojjatinia S, Lee AM, Hojjatinia S, Lagoa CM, Brunke-Reese D, Conroy DE. Physical Activity Dynamics During a Digital Messaging Intervention Changed After the Pandemic Declaration. Ann Behav Med 2022; 56:1188-1198. [PMID: 35972330 PMCID: PMC9384787 DOI: 10.1093/abm/kaac051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND The COVID-19 pandemic adversely impacted physical activity, but little is known about how contextual changes following the pandemic declaration impacted either the dynamics of people's physical activity or their responses to micro-interventions for promoting physical activity. PURPOSE This paper explored the effect of the COVID-19 pandemic on the dynamics of physical activity responses to digital message interventions. METHODS Insufficiently-active young adults (18-29 years; N = 22) were recruited from November 2019 to January 2020 and wore a Fitbit smartwatch for 6 months. They received 0-6 messages/day via smartphone app notifications, timed and selected at random from three content libraries (Move More, Sit Less, and Inspirational Quotes). System identification techniques from control systems engineering were used to identify person-specific dynamical models of physical activity in response to messages before and after the pandemic declaration on March 13, 2020. RESULTS Daily step counts decreased significantly following the pandemic declaration on weekdays (Cohen's d = -1.40) but not on weekends (d = -0.26). The mean overall speed of the response describing physical activity (dominant pole magnitude) did not change significantly on either weekdays (d = -0.18) or weekends (d = -0.21). In contrast, there was limited rank-order consistency in specific features of intervention responses from before to after the pandemic declaration. CONCLUSIONS Generalizing models of behavioral dynamics across dramatically different environmental contexts (and participants) may lead to flawed decision rules for just-in-time physical activity interventions. Periodic model-based adaptations to person-specific decision rules (i.e., continuous tuning interventions) for digital messages are recommended when contexts change.
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Affiliation(s)
- Sahar Hojjatinia
- School of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, PA, USA
| | - Alexandra M Lee
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
| | | | - Constantino M Lagoa
- School of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, PA, USA
| | - Deborah Brunke-Reese
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
| | - David E Conroy
- Department of Kinesiology, The Pennsylvania State University, University Park, PA, USA
- Department of Preventive Medicine, Northwestern University, Chicago, IL, USA
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Vetrovsky T, Borowiec A, Juřík R, Wahlich C, Śmigielski W, Steffl M, Tufano JJ, Drygas W, Stastny P, Harris T, Małek Ł. Do physical activity interventions combining self-monitoring with other components provide an additional benefit compared with self-monitoring alone? A systematic review and meta-analysis. Br J Sports Med 2022; 56:1366-1374. [DOI: 10.1136/bjsports-2021-105198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/24/2022] [Indexed: 11/03/2022]
Abstract
ObjectiveTo determine the net effect of different physical activity intervention components on step counts in addition to self-monitoring.DesignA systematic review with meta-analysis and meta-regression.Data sourcesFive databases (PubMed, Scopus, Web of Science, ProQuest and Discus) were searched from inception to May 2022. The database search was complemented with backward and forward citation searches and search of the references from relevant systematic reviews.Eligibility criteriaRandomised controlled trials comparing an intervention using self-monitoring (active control arm) with an intervention comprising the same treatment PLUS any additional component (intervention arm).Data extraction and synthesisThe effect measures were mean differences in daily step count. Meta-analyses were performed using random-effects models, and effect moderators were explored using univariate and multivariate meta-regression models.ResultsEighty-five studies with 12 057 participants were identified, with 75 studies included in the meta-analysis at postintervention and 24 at follow-up. At postintervention, the mean difference between the intervention and active control arms was 926 steps/day (95% CI 651 to 1201). At a follow-up, the mean difference was 413 steps/day (95% CI 210 to 615). Interventions with a prescribed goal and involving human counselling, particularly via phone/video calls, were associated with a greater mean difference in the daily step count than interventions with added print materials, websites, smartphone apps or incentives.ConclusionPhysical activity interventions that combine self-monitoring with other components provide an additional modest yet sustained increase in step count compared with self-monitoring alone. Some forms of counselling, particularly remote phone/video counselling, outperformed other intervention components, such as websites and smartphone apps.PROSPERO registered numberCRD42020199482.
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Wang L, Langlais CS, Kenfield SA, Chan JM, Graff RE, Allen IE, Atreya CE, Van Blarigan EL. mHealth Interventions to Promote a Healthy Diet and Physical Activity among Cancer Survivors: A Systematic Review of Randomized Controlled Trials. Cancers (Basel) 2022; 14:cancers14153816. [PMID: 35954479 PMCID: PMC9367623 DOI: 10.3390/cancers14153816] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 07/29/2022] [Accepted: 07/30/2022] [Indexed: 11/29/2022] Open
Abstract
Simple Summary The number of cancer survivors has increased dramatically in the past several decades. Research indicates that health behaviors, including having a healthy diet and engaging in regular exercise, may improve the treatment outcomes and quality of life of cancer survivors. Behavioral interventions using web and mobile technology may be feasible and acceptable approaches to modify physical activity and dietary behaviors. This review summarizes the feasibility, acceptability and estimated effects of physical activity and dietary interventions using web and mobile technology from the published studies. Abstract Background: Technology-based interventions are increasingly used to improve physical activity (PA) and diet. Methods: We conducted a systematic review of randomized controlled trials (RCTs) published up to August 2021 that tested mobile health (mHealth) PA and/or dietary interventions among cancer survivors and reported on the feasibility, satisfaction, behavioral change, and/or quality of life (QOL) outcomes. Results: In total, 61 articles were identified on PubMed, and 23 of those met the inclusion criteria. The most common cancers were breast (n = 1000), prostate (n = 713), and colorectal (n = 650). Participants were predominantly White (median: 84%, interquartile range (IQR): 20%) and college-educated (58%). The interventions varied, but the most common combination of components (six studies) was a website/mobile app with an activity tracker and coaching. In terms of duration, 70% (n = 16) of the interventions lasted 12 weeks. The median total tracker wear was 87% of the study days (IQR: 6%) and the median text-message reply rate was 73% (IQR 4%). Most participants (median: 87%; IQR: 16%) were satisfied with at least one intervention component. Eleven out of 18 studies examining behavioral change reported significant between-group differences and six out of 11 studies examining QoL reported significant improvements. Conclusions: mHealth interventions are a promising approach to improving the PA and diets of cancer survivors. Research in racially/ethnically and socioeconomically diverse populations is needed.
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Affiliation(s)
- Lufan Wang
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
| | - Crystal S. Langlais
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
| | - Stacey A. Kenfield
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
| | - June M. Chan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
| | - Rebecca E. Graff
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
| | - Isabel E. Allen
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
| | - Chloe E. Atreya
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA 94158, USA
- Department of Medicine, University of California, San Francisco, CA 94158, USA
| | - Erin L. Van Blarigan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, CA 94158, USA
- Department of Urology, University of California, San Francisco, CA 94158, USA
- Correspondence: ; Tel.: +1-415-476-1111 (ext. 13608)
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Cheung NW, Thiagalingam A, Smith BJ, Redfern J, Barry T, Mercorelli L, Chow CK. Text messages promoting healthy lifestyle and linked with activity monitors stimulate an immediate increase in physical activity among women after gestational diabetes. Diabetes Res Clin Pract 2022; 190:109991. [PMID: 35835256 DOI: 10.1016/j.diabres.2022.109991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 05/13/2022] [Accepted: 07/08/2022] [Indexed: 11/03/2022]
Abstract
AIMS To evaluate the immediate effect of text messages promoting healthy lifestyle and supporting parenting on physical activity amongst women with recent gestational diabetes (GDM). METHODS Analysis of data from a pilot randomised controlled trial of a healthy lifestyle program for women with recent GDM. Intervention subjects received text messages providing motivation, reminders, information and feedback as well as an activity monitor. This sub-study examined step count in the 4 h after receipt of a text message, compared to the same time of day on other days among intervention subjects. RESULTS Data from 7326 days where step counts were recorded, from 31 women were analysed. The median steps in the 4 h following a text message was 1237 (IQR 18-2240) and it was 1063 (IQR 0-2038) over the same time period on comparison days where there was no message (p < 0.001). The effect was similar whether the messages pertained to physical activity or not. There was no attenuation of the response over 36-38 weeks. CONCLUSIONS Women with recent GDM increase their step count in the hours following positive and supportive text messages. This suggests that text messaging programs can facilitate healthy lifestyle and diabetes prevention in this population.
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Affiliation(s)
- N Wah Cheung
- Department of Diabetes & Endocrinology, Westmead Hospital, Westmead, NSW 2145, Australia; Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia.
| | - Aravinda Thiagalingam
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia; Department of Cardiology, Westmead Hospital, Westmead, NSW 2145, Australia.
| | - Ben J Smith
- School of Public Health, University of Sydney, NSW 2006, Australia.
| | - Julie Redfern
- School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia.
| | - Tony Barry
- Department of Cardiology, Westmead Hospital, Westmead, NSW 2145, Australia.
| | - Louis Mercorelli
- Sydney Informatics Hub, University of Sydney, Darlington, NSW 2008, Australia.
| | - Clara K Chow
- Westmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Westmead, NSW 2145, Australia; Department of Cardiology, Westmead Hospital, Westmead, NSW 2145, Australia.
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Mönninghoff A, Fuchs K, Wu J, Albert J, Mayer S. The Effect of a Future-Self Avatar Mobile Health Intervention (FutureMe) on Physical Activity and Food Purchases: Randomized Controlled Trial. J Med Internet Res 2022; 24:e32487. [PMID: 35797104 PMCID: PMC9305430 DOI: 10.2196/32487] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 11/03/2021] [Accepted: 04/20/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Insufficient physical activity and unhealthy diets are contributing to the rise in noncommunicable diseases. Preventative mobile health (mHealth) interventions may help reverse this trend, but present bias might reduce their effectiveness. Future-self avatar interventions have resulted in behavior change in related fields, yet evidence of whether such interventions can change health behavior is lacking. OBJECTIVE We aimed to investigate the impact of a future-self avatar mHealth intervention on physical activity and food purchasing behavior and examine the feasibility of a novel automated nutrition tracking system. We also aimed to understand how this intervention impacts related attitudinal and motivational constructs. METHODS We conducted a 12-week parallel randomized controlled trial (RCT), followed by semistructured interviews. German-speaking smartphone users aged ≥18 years living in Switzerland and using at least one of the two leading Swiss grocery loyalty cards, were recruited for the trial. Data were collected from November 2020 to April 2021. The intervention group received the FutureMe intervention, a physical activity and food purchase tracking mobile phone app that uses a future-self avatar as the primary interface and provides participants with personalized food basket analysis and shopping tips. The control group received a conventional text- and graphic-based primary interface intervention. We pioneered a novel system to track nutrition by leveraging digital receipts from loyalty card data and analyzing food purchases in a fully automated way. Data were consolidated in 4-week intervals, and nonparametric tests were conducted to test for within- and between-group differences. RESULTS We recruited 167 participants, and 95 eligible participants were randomized into either the intervention (n=42) or control group (n=53). The median age was 44 years (IQR 19), and the gender ratio was balanced (female 52/95, 55%). Attrition was unexpectedly high with only 30 participants completing the intervention, negatively impacting the statistical power. The FutureMe intervention led to small statistically insignificant increases in physical activity (median +242 steps/day) and small insignificant improvements in the nutritional quality of food purchases (median -1.28 British Food Standards Agency Nutrient Profiling System Dietary Index points) at the end of the intervention. Intrinsic motivation significantly increased (P=.03) in the FutureMe group, but decreased in the control group. Outcome expectancy directionally increased in the FutureMe group, but decreased in the control group. Leveraging loyalty card data to track the nutritional quality of food purchases was found to be a feasible and accepted fully automated nutrition tracking system. CONCLUSIONS Preventative future-self avatar mHealth interventions promise to encourage improvements in physical activity and food purchasing behavior in healthy population groups. A full-powered RCT is needed to confirm this preliminary evidence and to investigate how future-self avatars might be modified to reduce attrition, overcome present bias, and promote sustainable behavior change. TRIAL REGISTRATION ClinicalTrials.gov NCT04505124; https://clinicaltrials.gov/ct2/show/NCT04505124.
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Affiliation(s)
- Annette Mönninghoff
- Institute for Mobility, University of St. Gallen, St Gallen, Switzerland.,Institute for Customer Insight, University of St. Gallen, St Gallen, Switzerland
| | - Klaus Fuchs
- ETH AI Center, ETH Zurich, Zurich, Switzerland
| | - Jing Wu
- Institute for Computer Science, University of St. Gallen, St Gallen, Switzerland
| | - Jan Albert
- Institute for Computer Science, University of St. Gallen, St Gallen, Switzerland
| | - Simon Mayer
- Institute for Computer Science, University of St. Gallen, St Gallen, Switzerland
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Vos AL, de Bruijn GJ, Klein MCA, Lakerveld J, Boerman SC, Smit EG. SNapp, a Tailored Smartphone App Intervention to Promote Walking in Adults of Low Socioeconomic Position: Development and Qualitative Pilot Study (Preprint). JMIR Form Res 2022; 7:e40851. [PMID: 37067890 PMCID: PMC10152336 DOI: 10.2196/40851] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 03/13/2023] [Accepted: 03/14/2023] [Indexed: 03/16/2023] Open
Abstract
BACKGROUND Adults of low socioeconomic position (SEP) are generally less physically active than those who are more socioeconomically advantaged, which increases their cardiovascular disease incidence risk. Moreover, individuals of low SEP are often less easily reached with physical activity (PA) interventions than individuals of higher SEP. Smartphone apps have been presented as a promising platform for delivering PA interventions to difficult-to-reach individuals of low SEP. Although PA apps are widely available, they are rarely based on health behavior theories and most predominantly offer generic PA advice. Consequently, it is unlikely that available apps are the most effective PA intervention tools. OBJECTIVE To respond to these areas for improvement, we developed SNapp, an app-based intervention encouraging adults of low SEP to increase PA by providing tailored coaching messages targeting walking behavior. This study aimed to describe SNapp's stepwise development and pilot evaluation process. METHODS We applied a stepwise approach: analyzing the health problem, developing a program framework, developing tailoring assessments, writing tailored messages, automating the tailoring process, and implementing and evaluating the program in a qualitative pilot study (11 participants). RESULTS SNapp consisted of several elements. First, an app was developed to collect step count and geolocation data using smartphone sensor functionalities. In addition, a survey measure was created to assess users' behavior change technique (BCT) preferences. These 3 data types were used to tailor SNapp's coaching messages to stimulate walking. This allows SNapp to offer feedback on performance levels, contextually tailored prompts when users are near green spaces, and coaching content that aligns with individual BCT preferences. Finally, a server-based Python program that interacts with databases containing user data and tailored messages was built using Microsoft Azure to select and automatically send messages to users through Telegram messenger. Pilot study findings indicated that SNapp was rated positively, with participants reporting that its design, technical functioning, and message content were acceptable. Participants suggested additional functionalities that are worth considering for future updates. CONCLUSIONS SNapp is an app-based intervention that aims to promote walking in adults of low SEP by offering tailored coaching messages. Its development is theory based, and it is among the first to incorporate contextualized feedback and content tailored to individual BCT preferences. The effectiveness of SNapp will be evaluated in a 12-month real-life parallel cluster-randomized controlled trial.
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Affiliation(s)
- Anne L Vos
- Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, Netherlands
| | - Gert-Jan de Bruijn
- Department of Communication Studies, University of Antwerp, Antwerp, Belgium
| | - Michel C A Klein
- Social Artificial Intelligence Group, Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Jeroen Lakerveld
- Epidemiology and Data Science, Amsterdam University Medical Centers, Location Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Sophie C Boerman
- Strategic Communication Group, Wageningen University & Research, Wageningen, Netherlands
| | - Edith G Smit
- Amsterdam School of Communication Research, University of Amsterdam, Amsterdam, Netherlands
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Hollman H, Sui W, Rhodes RE. A feasibility randomized controlled trial of a multi-process action control web-based intervention that targets physical activity in mothers. Women Health 2022; 62:384-401. [DOI: 10.1080/03630242.2022.2072050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Heather Hollman
- Behavioural Medicine Lab, University of Victoria, Victoria, Canada
| | - Wuyou Sui
- Behavioural Medicine Lab, University of Victoria, Victoria, Canada
| | - Ryan E. Rhodes
- Behavioural Medicine Lab, University of Victoria, Victoria, Canada
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Tulane STAR (Sending Texts, Advancing Results): impact of text messaging on bariatric post-operative protocol compliance. Surg Endosc 2022; 36:7511-7515. [PMID: 35277773 PMCID: PMC8916077 DOI: 10.1007/s00464-022-09183-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 02/27/2022] [Indexed: 10/30/2022]
Abstract
BACKGROUND Text messaging is frequently employed in the outpatient setting to communicate with or send reminders to patients. However, there is a paucity of literature on the impact of text messaging on inpatient care. In this study, the use of text messaging in hospitalized patients is evaluated by assessing patient compliance to a post-operative bariatric protocol. METHODS This was a randomized controlled trial that studied compliance to a post-operative bariatric protocol in patients who underwent bariatric surgery at a tertiary, academic medical center between February and May 2021. Patients were randomized to either the control group, in which they received standard post-operative education alone or the Tulane Sending Texts, Advancing Results (STAR) intervention arm, in which participants received the same post-operative education along with two text message reminders to drink water, use their incentive spirometers, and ambulate (per post-operative instructions) on post-operative day (POD) # 0 and POD # 1. The primary outcome was compliance with the protocol, defined as the number of 1-oz cups of water consumed, incentive spirometry usage, and ambulation frequency and distance. Secondary outcomes include length of stay and complications. RESULTS A total of 35 patients were enrolled in the study (17 control, 18 STAR intervention). There was no significant difference in age, BMI, or type of surgery performed between the two groups. Clear liquid consumption was significantly higher in the STAR intervention group with an average of 27.7 ± 3.5 cups as compared to 18.2 ± 8.9 in the control group (p < 0.001). Similarly, statistically significant increases in incentive spirometry usage (p < 0.01) and ambulation distance and frequency (p < 0.02) were observed in the STAR intervention group. CONCLUSIONS While patients are in the hospital, text messaging can improve compliance to post-operative protocols. Peri-operative text messaging can enhance patient education and communication.
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Huffman JC, Harnedy LE, Massey CN, Carrillo A, Feig EH, Chung WJ, Celano CM. A phone and text message intervention to improve physical activity in midlife: initial feasibility testing. Health Psychol Behav Med 2022; 10:291-315. [PMID: 35295924 PMCID: PMC8920368 DOI: 10.1080/21642850.2022.2049796] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/01/2022] [Indexed: 10/29/2022] Open
Abstract
Background Physical activity during midlife (ages 45-64) plays a major role in the prevention of chronic and serious medical conditions. Unfortunately, many midlife adults struggle to be physically active in the setting of low levels of psychological well-being and the management of multiple confluent sources of stress. Effective, scalable, midlife-specific interventions are needed to promote physical activity and prevent the development of chronic medical conditions. Objectives In an initial proof-of-concept trial, we assessed the feasibility and acceptability of a new, midlife-adapted, phone- and text message-based intervention using positive psychology (PP) skill-building and motivational interviewing (MI) techniques. We secondarily analyzed post-intervention changes in accelerometer-measured physical activity and self-reported outcomes. Methods The PP-MI intervention included six weekly phone sessions with a study trainer, with completion of PP activities and physical activity goals between calls, and in the subsequent six weeks briefer phone check-ins were conducted. Text messages over the 12-week intervention period were utilized to support participants and identify barriers to goal completion. Feasibility (session completion rates) and acceptability (participant ratings of intervention ease and utility) were assessed via descriptive statistics, and pre-post improvements in psychological, functional, and physical activity outcomes at 12 weeks were examined via mixed effects regression models. Results Twelve midlife adults with low baseline physical activity enrolled in the single-arm trial. Overall, 76.8% of all possible sessions were completed by participants, and mean ratings of weekly phone sessions were 8.9/10 (SD 1.6), exceeding our a priori thresholds for feasibility and acceptability. Participants demonstrated generally medium to large effect size magnitude improvements in accelerometer-measured physical activity, psychological outcomes, and function. Conclusions A novel, midlife-specific phone- and text-based PP-MI intervention was feasible and had promising effects on physical activity and other clinically relevant outcomes, supporting next-step testing of this program via a randomized controlled trial.
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Affiliation(s)
- Jeff C. Huffman
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Lauren E. Harnedy
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christina N. Massey
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Alba Carrillo
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Instituto Polibienestar, University of Valencia, Valencia, Spain
| | - Emily H. Feig
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Wei-Jean Chung
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher M. Celano
- Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
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Chaudhari S, Ghanvatkar S, Kankanhalli A. Personalization of Intervention Timing for Physical Activity: Scoping Review. JMIR Mhealth Uhealth 2022; 10:e31327. [PMID: 35225811 PMCID: PMC8922140 DOI: 10.2196/31327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 10/21/2021] [Accepted: 01/07/2022] [Indexed: 11/13/2022] Open
Abstract
Background The use of sensors in smartphones, smartwatches, and wearable devices has facilitated the personalization of interventions to increase users’ physical activity (PA). Recent research has focused on evaluating the effects of personalized interventions in improving PA among users. However, it is critical to deliver the intervention at an appropriate time to each user to increase the likelihood of adoption of the intervention. Earlier review studies have not focused on the personalization of intervention timing for increasing PA. Objective This review aims to examine studies of information technology–based PA interventions with personalized intervention timing (PIT); identify inputs (eg, user location) used by the system for generating the PIT, the techniques and methods used for generating the PIT, the content of the PA intervention, and delivery mode of the intervention; and identify gaps in existing literature and suggest future research directions. Methods A scoping review was undertaken using PsycINFO, PubMed, Scopus, and Web of Science databases based on a structured search query. The main inclusion criteria were as follows: the study aimed to promote PA, included some form of PIT, and used some form of information technology for delivery of the intervention to the user. If deemed relevant, articles were included in this review after removing duplicates and examining the title, abstract, and full text of the shortlisted articles. Results The literature search resulted in 18 eligible studies. In this review, 72% (13/18) of the studies focused on increasing PA as the primary objective, whereas it was the secondary focus in the remaining studies. The inputs used to generate the PIT were categorized as user preference, activity level, schedule, location, and predicted patterns. On the basis of the intervention technique, studies were classified as manual, semiautomated, or automated. Of these, the automated interventions were either knowledge based (based on rules or guidelines) or data driven. Of the 18 studies, only 6 (33%) evaluated the effectiveness of the intervention and reported positive outcomes. Conclusions This work reviewed studies on PIT for PA interventions and identified several aspects of the interventions, that is, inputs, techniques, contents, and delivery mode. The reviewed studies evaluated PIT in conjunction with other personalization approaches such as activity recommendation, with no study evaluating the effectiveness of PIT alone. On the basis of the findings, several important directions for future research are also highlighted in this review.
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Affiliation(s)
- Saurabh Chaudhari
- Department of Information Systems and Analytics, School of Computing, National University of Singapore, Singapore, Singapore
| | - Suparna Ghanvatkar
- Department of Information Systems and Analytics, School of Computing, National University of Singapore, Singapore, Singapore
| | - Atreyi Kankanhalli
- Department of Information Systems and Analytics, School of Computing, National University of Singapore, Singapore, Singapore
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Cartwright AF, Alspaugh A, Britton LE, Noar SM. mHealth Interventions for Contraceptive Behavior Change in the United States: A Systematic Review. JOURNAL OF HEALTH COMMUNICATION 2022; 27:69-83. [PMID: 35255773 PMCID: PMC9133092 DOI: 10.1080/10810730.2022.2044413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Ensuring people have access to their preferred method of contraception can be key for meeting their reproductive goals. A growing number of mHealth interventions show promise for improving access to contraception, but no literature review has identified the effects of mHealth interventions among both adolescents and adults in the United States. The purpose of this systematic review was to describe the format, theoretical basis, and impact of mHealth interventions for contraceptive behavior change (contraceptive initiation and continuation) among people of all ages in the US. A systematic review of the literature was conducted using six electronic databases guided by Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines. Data on study design, frequency, duration, mHealth modality, contraceptive method, behavior change theory, and behavioral outcome were extracted to facilitate comparison. Eighteen studies met eligibility criteria. The majority (11; 61%) used SMS (short message service). Twelve studies focused on contraceptive initiation, most (n = 8) of which also measured continued use over time. The remaining six interventions focused on continuation alone, generally through appointment reminders. Very little contraceptive behavior change was identified across studies. Current mHealth interventions may hold promise for some health areas but there is little evidence that they change contraceptive behavior. Future mHealth interventions should focus on assessing person-centered outcomes, including satisfaction, side effects, and reasons for discontinuation, to best support people to use their preferred contraceptive method.
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Affiliation(s)
- Alice F. Cartwright
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Amy Alspaugh
- ACTIONS Program, University of California, San Francisco – School of Nursing, San Francisco, CA, USA
| | | | - Seth M. Noar
- Hussman School of Journalism and Media, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Ansari K, Afshari P, Abedi P, Haghighizadeh M. Comparing the effects of text messaging and mobile social networking on physical activity and anthropometric indices of middle-aged women: a randomized controlled trial. BMC Womens Health 2022; 22:18. [PMID: 35081935 PMCID: PMC8793244 DOI: 10.1186/s12905-022-01598-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 01/05/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Physical inactivity is a global health problem which is more prevalent among women. Among different age groups, middle-aged women are more vulnerable to physical inactivity as one of consequences of menopause. This study aimed to compare the effect of text messaging and that of mobile social networking on the improvement of physical activity and anthropometric indices of middle-aged women in Iran. METHODS This was a randomized controlled trial in which 110 overweight or obese women who were physically inactive were recruited and allocated into two groups of text messaging (n = 55) or mobile social networking (n = 55). Women in both groups received information regarding the necessity, benefits, and barriers of physical activity and how to overcome these barriers for 12 weeks. The International Physical Activity Questionnaire (IPAQ), and a demographic questionnaire were used to collect data. Anthropometric indices including weight, height, waist circumference, hip circumference, waist/hip ratio, and body fat percentage were measured at baseline, as well as 4, 8, and 12 weeks after intervention. Data were analyzed using independent t-test, Chi-square, and repeated measure test. RESULTS In the mobile social networking group, most women had moderate physical activity after 12 weeks (P < 0.05). The mean physical activity and energy expenditure were significantly higher in the mobile social group than those in the text messaging. In the 12th week of intervention, there was a significant reduction in the weight and BMI of the participants in the mobile social networking group compared to the text messaging group (P < 0.05). The waist and hip circumferences of women in the mobile social networking group reduced significantly after 12 weeks of intervention in comparison to the text messaging group (P = 0.001). The two groups did not show any significant difference regarding waist/hip ratio. While the body fat percentage was reduced in the mobile social networking group in the 4th, 8th, and 12th week of intervention, the differences between the two groups was not significant. CONCLUSION Both text messaging and mobile social networking were effective in promoting physical activity and reducing anthropometric indices except for waist/hip ratio and body fat percentages, but the effect of mobile social networking was more pronounced. Thus, mobile social networking is recommended for promoting physical activity among middle-aged women.
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Affiliation(s)
- Kousar Ansari
- Midwifery Department, Reproductive Health Promotion Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Poorandokht Afshari
- Midwifery Department, Reproductive Health Promotion Research Center, Nursing and Midwifery School, Ahvaz Jundishapur University of Medical Sciences, Golestan Ave, Ahvaz, Iran
| | - Parvin Abedi
- Midwifery Department, Menopause Andropause Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mohammadhossein Haghighizadeh
- Faculty of Public Health, Department of Statistics and Epidemiology, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
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MacPherson M, Merry K, Locke S, Jung M. Developing mHealth Interventions with Implementation in Mind: Application of the Multiphase Optimization Strategy (MOST) Preparation Phase to Diabetes Prevention Programming (Preprint). JMIR Form Res 2022; 6:e36143. [PMID: 35471473 PMCID: PMC9092234 DOI: 10.2196/36143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/03/2022] [Accepted: 03/17/2022] [Indexed: 12/15/2022] Open
Abstract
With thousands of mobile health (mHealth) solutions on the market, patients and health care providers struggle to identify which solution to use and prescribe. The lack of evidence-based mHealth solutions may be because of limited research on intervention development and the continued use of traditional research methods for mHealth evaluation. The Multiphase Optimization Strategy (MOST) is a framework that aids in developing interventions that produce the best-expected outcomes (ie, effectiveness), given constraints imposed on affordability, scalability, and efficiency (also known as achieving intervention EASE). The preparation phase of the MOST highlights the importance of formative intervention development—a stage often overlooked and rarely published. The aim of the preparation phase of the MOST is to identify candidate intervention components, create a conceptual model, and define the optimization objective. Although the MOST sets these 3 targets, no guidance is provided on how to conduct quality research within the preparation phase and what specific steps can be taken to identify potential intervention components, develop the conceptual model, and achieve intervention EASE with the implementation context in mind. To advance the applicability of the MOST within the field of implementation science, this study provides an account of the methods used to develop an mHealth intervention using the MOST. Specifically, we provide an example of how to achieve the goals of the preparation phase by outlining the formative development of an mHealth-prompting intervention within a diabetes prevention program. In addition, recommendations are proposed for future researchers to consider when conducting formative research on mHealth interventions with implementation in mind. Given its considerable reach, mHealth has the potential to positively affect public health by decreasing implementation costs and improving accessibility. The MOST is well-suited for the efficient development and optimization of mHealth interventions. By using an implementation-focused lens and outlining the steps in developing an mHealth intervention using the preparation phase of the MOST, this study may guide future intervention developers toward maximizing the impact of mHealth outside academia.
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Affiliation(s)
- Megan MacPherson
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
| | - Kohle Merry
- School of Rehabilitation Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Sean Locke
- Faculty of Kinesiology, Brock University, St Catherines, ON, Canada
| | - Mary Jung
- School of Health and Exercise Sciences, University of British Columbia, Kelowna, BC, Canada
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World Heart Federation Roadmap for Digital Health in Cardiology. Glob Heart 2022; 17:61. [PMID: 36051317 PMCID: PMC9414868 DOI: 10.5334/gh.1141] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 07/20/2022] [Indexed: 02/08/2023] Open
Abstract
More than 500 million people worldwide live with cardiovascular disease (CVD). Health systems today face fundamental challenges in delivering optimal care due to ageing populations, healthcare workforce constraints, financing, availability and affordability of CVD medicine, and service delivery. Digital health technologies can help address these challenges. They may be a tool to reach Sustainable Development Goal 3.4 and reduce premature mortality from non-communicable diseases (NCDs) by a third by 2030. Yet, a range of fundamental barriers prevents implementation and access to such technologies. Health system governance, health provider, patient and technological factors can prevent or distort their implementation. World Heart Federation (WHF) roadmaps aim to identify essential roadblocks on the pathway to effective prevention, detection, and treatment of CVD. Further, they aim to provide actionable solutions and implementation frameworks for local adaptation. This WHF Roadmap for digital health in cardiology identifies barriers to implementing digital health technologies for CVD and provides recommendations for overcoming them.
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Mohanty S, Trivedi C, Della Rocca DG, Gianni C, MacDonald B, Mayedo A, Shetty S, Natale E, Burkhardt JD, Bassiouny M, Gallinghouse GJ, Horton R, Al-Ahmad A, Natale A. Impact of digital monitoring on compliance and outcome of lifestyle-change measures in patients with coexistent atrial fibrillation and obesity. CARDIOVASCULAR DIGITAL HEALTH JOURNAL 2022; 3:75-79. [PMID: 35493269 PMCID: PMC9043385 DOI: 10.1016/j.cvdhj.2022.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Introduction Obesity, a known risk factor for atrial fibrillation (AF), is potentially reversible through lifestyle changes, including diet and physical activity. However, lack of compliance is a major obstacle in attaining sustained weight loss. We investigated the impact of patient engagement using a digital monitoring system on compliance for lifestyle-change measures and subsequent outcome. Methods A total of 105 consecutive patients with coexistent AF and obesity (body mass index ≥28) were classified into 2 groups based on the monitoring method: group 1, use of digital platform (n = 20); group 2, conventional method (n = 85). Group 1 used the RFMx digital monitoring platform (smartphone app) that sets weekly goals for exercise and weight loss, tracks patient compliance data continuously, and sends regular text reminders. Conventional method included monitoring patients’ adherence to diet and change in weight during in-person clinic visits or monthly phone calls from staff. Results Baseline characteristics of groups 1 and 2 were comparable. At 6 months of follow-up, 12 (60%) and 28 (33%) from group 1 and 2, respectively, were compliant with the physician instructions regarding diet and exercise (P = .025). Weight loss was observed in 9 of 12 (75%) from group 1 and 11 of 28 (39%) from group 2 (P = .038) and mean reduction in weight was 9.9 ± 8.9 lb and 4.0 ± 2.1 lb (P = .042). Conclusion In this series, continuous digital monitoring was seen to be associated with significant improvement in compliance through better patient engagement, resulting in more weight loss compared to the conventional method.
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Carrillo A, Huffman JC, Kim S, Massey CN, Legler SR, Celano CM. An Adaptive Text Message Intervention to Promote Well-Being and Health Behavior Adherence for Patients With Cardiovascular Disease: Intervention Design and Preliminary Results. J Acad Consult Liaison Psychiatry 2021; 62:617-624. [PMID: 34116259 PMCID: PMC8608707 DOI: 10.1016/j.jaclp.2021.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 05/27/2021] [Accepted: 06/01/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Most individuals with heart disease struggle to adhere to cardiovascular health behaviors, despite their known health benefits. Text message interventions (TMIs) are a promising treatment modality for health behavior promotion, but existing TMIs typically deliver a fixed set of messages and do not target well-being constructs associated with adherence and cardiovascular health. OBJECTIVE To develop a 4-week TMI, which delivers daily messages to promote well-being and adherence to health behaviors and dynamically adapts based on participant feedback to deliver increasingly customized messages; and to assess its feasibility, acceptability, and preliminary efficacy in a single-arm, proof-of-concept trial in 14 individuals with coronary artery disease (age mean = 67.9, standard deviation = 8.7). METHODS Participants received daily text messages related to well-being, physical activity, or diet, rated each message's utility, and these ratings informed the TMI's choice of future text messages. Feasibility was assessed by the proportion of messages successfully sent, and acceptability was assessed by participant ratings of intervention burden and text message utility. Finally, the intervention's preliminary efficacy was explored by measuring pre-post changes in psychologic and behavioral outcomes. RESULTS The TMI was both feasible (93% of participants received all messages) and well-accepted (mean text message utility: 7.0 of 10 [standard deviation 2.5]; mean intervention utility: 6.4 of 10 [standard deviation 0.9]; mean intervention burden: 0.5 of 10 [standard deviation 0.9]). Participants reported that messages related to well-being were particularly helpful and that most messages led to an action (e.g., eating more vegetables, being kind to others). The TMI led to nonsignificant, small-to-medium effect size improvements in happiness, optimism, determination, depression, anxiety, self-rated health, and diet (d = 0.19-0.48), and, unexpectedly, small reductions in activity and physical function (d = -0.20 and -0.32). CONCLUSIONS The adaptive TMI was feasible, well-accepted, and associated with nonsignificant improvements in psychologic outcomes and mixed effects on behavioral outcomes. Larger, well-powered studies are needed to determine whether this TMI will be able to improve well-being and health-related outcomes in this high-risk population.
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Affiliation(s)
- Alba Carrillo
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Jeff C Huffman
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Sonia Kim
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Christina N Massey
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA
| | - Sean R Legler
- Department of Medicine, University of Minnesota, Rochester, MN
| | - Christopher M Celano
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA; Department of Psychiatry, Harvard Medical School, Boston, MA.
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Hojjatinia S, Hojjatinia S, Lagoa CM, Brunke-Reese D, Conroy DE. Person-specific dose-finding for a digital messaging intervention to promote physical activity. Health Psychol 2021; 40:502-512. [PMID: 34618498 DOI: 10.1037/hea0001117] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Digital messaging is an established method for promoting physical activity. Systematic approaches for dose-finding have not been widely used in behavioral intervention development. We apply system identification tools from control systems engineering to estimate dynamical models and inform decision rules for digital messaging intervention to promote physical activity. METHOD Insufficiently active emerging and young adults (n = 45) wore an activity monitor that recorded minute-level step counts and heart rate and received 0-6 digital messages daily on their smartphone for 6 months. Messages were drawn from 3 content libraries (move more, sit less, inspirational quotes). Location recordings via location services in the user's smartphone were used to lookup weather indices at the time and place of message delivery. Following system identification, responses to each message type were simulated under different conditions. Response features were extracted to summarize dynamic processes. RESULTS A generic model based on composite data was conservative and did not capture the heterogeneous responses evident in person-specific models. No messages were uniformly ineffective but responses to specific message content in different contexts varied between people. Exterior temperature at the time of message receipt moderated the size of some message effects. CONCLUSIONS A generic model of message effects on physical activity can provide the initial evidence for context-sensitive decision rules in a just-in-time adaptive intervention, but it is likely to be error-prone and inefficient. As individual data accumulates, person-specific models should be estimated to optimize treatment and evolve as people are exposed to new environments and accumulate new experiences. (PsycInfo Database Record (c) 2021 APA, all rights reserved).
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Yun JS, Ko SH. Current trends in epidemiology of cardiovascular disease and cardiovascular risk management in type 2 diabetes. Metabolism 2021; 123:154838. [PMID: 34333002 DOI: 10.1016/j.metabol.2021.154838] [Citation(s) in RCA: 70] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 06/07/2021] [Accepted: 07/07/2021] [Indexed: 02/06/2023]
Abstract
With the advances in diabetes care, the trend of incident cardiovascular disease (CVD) in patients with type 2 diabetes mellitus (T2DM) has been decreasing over past decades. However, given that CVD is still a major cause of death in patients with diabetes and that the risk of CVD in patients with T2DM is more than twice that in those without DM, there are still considerable challenges to the prevention of CVD in diabetes. Accordingly, there have been several research efforts to decrease cardiovascular (CV) risk in T2DM. Large-scale genome-wide association studies (GWAS) and clinical cohort studies have investigated the effects of factors, such as genetic determinants, hypoglycaemia, and insulin resistance, on CVD and can account for the unexplained CV risk in T2DM. Lifestyle modification is a widely accepted cornerstone method to prevent CVD as the first-line strategy in T2DM. Recent reports from large CV outcome trials have proven the positive CV effects of sodium-glucose cotransporter-2 (SGLT-2) inhibitors and glucagon-like peptide-1 receptor agonists (GLP-1RAs) in patients with high CVD risk. Overall, current practice guidelines for the management of CVD in T2DM are moving from a glucocentric strategy to a more individualised patient-centred approach. This review will discuss the current epidemiologic trends of CVD in T2DM and the risk factors linking T2DM to CVD, including genetic contribution, hypoglycaemia, and insulin resistance, and proper care strategies, including lifestyle and therapeutic approaches.
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Affiliation(s)
- Jae-Seung Yun
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea
| | - Seung-Hyun Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, South Korea.
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Supporting breast cancer survivors via text messages: reach, acceptability, and utility of EMPOWER-SMS. J Cancer Surviv 2021; 16:1165-1175. [PMID: 34505206 PMCID: PMC8428506 DOI: 10.1007/s11764-021-01106-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 08/26/2021] [Indexed: 01/17/2023]
Abstract
Purpose This study aims to evaluate the reach, usefulness, acceptability, and factors influencing engagement with a lifestyle-focused text message intervention to support women’s mental and physical health after breast cancer treatment. Methods This study uses a mixed-methods process evaluation nested in the EMPOWER-SMS randomised controlled trial (n = 160; intervention n = 80, wait-list control n = 80). Data sources included screening logs, text message delivery software analytics, intervention feedback survey, and focus groups (n = 16), which were summarised thematically based on the framework approach. Results A total of 387 women met the inclusion criteria (meanage ± SD = 59.3 ± 11.6 years). Participants who declined (n = 227) were significantly older than those who enrolled (n = 160; 62.2 ± 11.1 vs 55.1 ± 11.1 years, respectively, p < 0.001). Most intervention participants (64/80; 80%) completed the end-of-study survey, reporting the messages were easy to understand (64/64; 100%), useful (58/64; 91%), and motivating (43/64; 67%). The focus groups (n = 16) revealed five factors influencing engagement: (i) feelings of support/continued care, (ii) convenience/flexibility of message delivery, (iii) weblinks, (iv) information from a credible source, and (v) options to save or share messages. Conclusion A lifestyle-focused text message program was acceptable and useful for women after breast cancer treatment. However, text messaging may be a barrier for women aged over 68 years. Suggestions for program improvements included delivering the program to patients with other cancers, during all stages of treatment, and including more weblinks in text messages. Implications for Cancer Survivors Text message programs offer a low-cost way to deliver post-treatment health support to breast cancer survivors in a non-invasive way. Text messages can improve patient–health professional communication and were found to be acceptable and useful.
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Elnaggar A, von Oppenfeld J, Whooley MA, Merek S, Park LG. Applying Mobile Technology to Sustain Physical Activity After Completion of Cardiac Rehabilitation: Acceptability Study. JMIR Hum Factors 2021; 8:e25356. [PMID: 34473064 PMCID: PMC8446842 DOI: 10.2196/25356] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 05/24/2021] [Accepted: 07/04/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Many patients do not meet the recommended levels of physical activity after completing a cardiac rehabilitation (CR) program. Wearable activity trackers and mobile phone apps are promising potential self-management tools for maintaining physical activity after CR completion. OBJECTIVE This study aims to evaluate the acceptability of a wearable device, mobile app, and push messages to facilitate physical activity following CR completion. METHODS We used semistructured interviews to assess the acceptability of various mobile technologies after participation in a pilot randomized controlled trial. Intervention patients in the randomized controlled trial wore the Fitbit Charge 2, used the Movn mobile app, and received push messages on cardiovascular disease prevention and physical activity for over 2 months. We asked 26 intervention group participants for feedback about their experience with the technology and conducted semistructured individual interviews with 7 representative participants. We used thematic analysis to create the main themes from individual interviews. RESULTS Our sample included participants with a mean age of 66.7 (SD 8.6) years; 23% (6/26) were female. Overall, there were varying levels of satisfaction with different technology components. There were 7 participants who completed the satisfaction questionnaires and participated in the interviews. The Fitbit and Movn mobile app received high satisfaction scores of 4.86 and 4.5, respectively, whereas push messages had a score of 3.14 out of 5. We identified four main themes through the interviews: technology use increased motivation to be physically active, technology use served as a reminder to be physically active, recommendations for technology to improve user experience, and desire for personal feedback. CONCLUSIONS By applying a wearable activity tracker, mobile phone app, and push messages, our study showed strong potential for the adoption of new technologies by older adults to maintain physical activity after CR completion. Future research should include a larger sample over a longer period using a mixed methods approach to assess the efficacy of technology use for promoting long-term physical activity behavior in older adults.
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Affiliation(s)
- Abdelaziz Elnaggar
- Department of Community Health Systems, School of Nursing, University of California San Francisco, San Francisco, CA, United States
| | | | - Mary A Whooley
- Veterans Affairs Medical Center, San Francisco, CA, United States.,Department of Medicine, University of California San Francisco, San Francisco, CA, United States.,Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, United States
| | - Stephanie Merek
- Veterans Affairs Medical Center, San Francisco, CA, United States
| | - Linda G Park
- Department of Community Health Systems, School of Nursing, University of California San Francisco, San Francisco, CA, United States.,Veterans Affairs Medical Center, San Francisco, CA, United States
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MacPherson MM, Cranston KD, Locke SR, Bourne JE, Jung ME. Using the behavior change wheel to develop text messages to promote diet and physical activity adherence following a diabetes prevention program. Transl Behav Med 2021; 11:1585-1595. [PMID: 34008852 PMCID: PMC8604265 DOI: 10.1093/tbm/ibab058] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Improving diet and physical activity (PA) can reduce the risk of developing type 2 diabetes (T2D); however, long-term diet and PA adherence is poor. To impact population-level T2D risk, scalable interventions facilitating behavior change adherence are needed. Text messaging interventions supplementing behavior change interventions can positively influence health behaviors including diet and PA. The Behavior Change Wheel (BCW) provides structure to intervention design and has been used extensively in health behavior change interventions. Describe the development process of a bank of text messages targeting dietary and PA adherence following a diabetes prevention program using the BCW. The BCW was used to select the target behavior, barriers and facilitators to engaging in the behavior, and associated behavior change techniques (BCTs). Messages were written to map onto BCTs and were subsequently coded for BCT fidelity. The target behaviors were adherence to diet and PA recommendations. A total of 16 barriers/facilitators and 28 BCTs were selected for inclusion in the messages. One hundred and twenty-four messages were written based on selected BCTs. Following the fidelity check a total of 43 unique BCTs were present in the final bank of messages. This study demonstrates the application of the BCW to guide the development of a bank of text messages for individuals with prediabetes. Results underscore the potential utility of having independent coders for an unbiased expert evaluation of what active components are in use. Future research is needed to demonstrate the feasibility and effectiveness of resulting bank of messages.
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Affiliation(s)
- Megan M MacPherson
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
| | - Kaela D Cranston
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
| | - Sean R Locke
- Kinesiology, Faculty of Applied Health Sciences, Brock
University, St. Catharines, Ontario,
Canada
| | - Jessica E Bourne
- Centre for Exercise, Nutrition and Health Sciences, School of Policy
Studies, University of Bristol, Bristol,
UK
| | - Mary E Jung
- School of Health and Exercise Sciences, Faculty of Health and Social
Development, University of British Columbia,
Kelowna, Canada
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Lee RE, Joseph RP, Blackman Carr LT, Strayhorn SM, Faro JM, Lane H, Monroe C, Pekmezi D, Szeszulski J. Still striding toward social justice? Redirecting physical activity research in a post-COVID-19 world. Transl Behav Med 2021; 11:1205-1215. [PMID: 33822205 PMCID: PMC8083595 DOI: 10.1093/tbm/ibab026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The COVID-19 crisis and parallel Black Lives Matter movement have amplified longstanding systemic injustices among people of color (POC). POC have been differentially affected by COVID-19, reflecting the disproportionate burden of ongoing chronic health challenges associated with socioeconomic inequalities and unhealthy behaviors, including a lack of physical activity. Clear and well-established benefits link daily physical activity to health and well-being—physical, mental, and existential. Despite these benefits, POC face additional barriers to participation. Thus, increasing physical activity among POC requires additional considerations so that POC can receive the same opportunities to safely participate in physical activity as Americans who are White. Framed within the Ecologic Model of Physical Activity, this commentary briefly describes health disparities in COVID-19, physical activity, and chronic disease experienced by POC; outlines underlying putative mechanisms that connect these disparities; and offers potential solutions to reduce these disparities. As behavioral medicine leaders, we advocate that solutions must redirect the focus of behavioral research toward community-informed and systems solutions.
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Affiliation(s)
- Rebecca E Lee
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA
| | - Rodney P Joseph
- Center for Health Promotion and Disease Prevention, Edson College of Nursing and Health Innovation, Arizona State University, Phoenix, AZ, USA
| | - Loneke T Blackman Carr
- Department of Nutritional Sciences, College of Agriculture, Health, and Natural Resources, University of Connecticut, Storrs, CT, USA
| | - Shaila Marie Strayhorn
- Institute of Health Research and Policy, University of Illinois at Chicago, Chicago, IL, USA
| | - Jamie M Faro
- Department of Population and Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, MA, USA
| | - Hannah Lane
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Courtney Monroe
- Department of Health Promotion, Education, and Behavior, Technology Center to Promote Healthy Lifestyles, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Dorothy Pekmezi
- School of Public Health, Department of Health Behavior, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jacob Szeszulski
- The University of Texas Health Science Center at Houston School of Public Health, Center for Health Promotion and Prevention Research, Michael & Susan Dell Center for Healthy Living, Houston, TX, USA
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Fritsch CG, Ferreira PH, Prior JL, Clavisi O, Chow CK, Redfern J, Thiagalingam A, Lung T, McLachlan AJ, Ferreira ML. TEXT4myBACK: A Text Message Intervention to Improve Function in People With Low Back Pain-Protocol of a Randomized Controlled Trial. Phys Ther 2021; 101:6184952. [PMID: 33764461 DOI: 10.1093/ptj/pzab100] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 02/07/2021] [Accepted: 03/10/2021] [Indexed: 02/05/2023]
Abstract
OBJECTIVE The authors sought to describe the protocol of a randomized controlled trial that will investigate the effects of the TEXT4myBACK self-management text message intervention compared with control in people with low back pain (LBP). METHODS A single-blind (assessor and statistician), randomized controlled trial with economic analysis and process evaluation will be conducted. A total of 304 people with non-specific LBP of less than 12 weeks will be enrolled and randomly allocated either to TEXT4myBACK intervention or control groups. The TEXT4myBACK intervention group will receive 4 semi-personalized text messages per week providing advice, motivation, and information about LBP, physical activity, sleep, mood, use of care, and medication during 12 weeks. The control group will receive 1 text message with a link to a LBP and diet online information package. Outcomes will be assessed at baseline and 3, 6, and 12 months. The primary outcome will be function assessed with the Patient-Specific Functional Scale. Secondary outcomes will include pain intensity, physical activity participation, sedentary behavior, global impression of change, health-related quality of life, and eHealth literacy. Data on demographic characteristics, smallest worthwhile change (ie, smallest function scored needed to be achieved at the end of the intervention to consider it to be worthwhile), health care utilization, and adverse events (ie, any new health issue that occurs during participation in the study) will be collected. An economic and process evaluation will also be conducted. IMPACT This study will assess if a self-management text message intervention is effective and cost-effective in improving function of people with LBP. This study can inform clinical practice of a simple, scalable, and affordable intervention for managing LBP.
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Affiliation(s)
- Carolina G Fritsch
- Institute of Bone and Joint Research, The Kolling Institute, Northern Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2065, Australia
| | - Paulo H Ferreira
- Musculoskeletal Research Group, School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia
| | - Joanna L Prior
- Institute of Bone and Joint Research, The Kolling Institute, Northern Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2065, Australia
| | | | - Clara K Chow
- Westmead Applied Research Centre and Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2145, Australia.,Westmead Department of Cardiology, Westmead Hospital, Sydney, NSW 2145, Australia
| | - Julie Redfern
- Westmead Applied Research Centre and Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2145, Australia
| | - Aravinda Thiagalingam
- Westmead Applied Research Centre and Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2145, Australia.,Westmead Department of Cardiology, Westmead Hospital, Sydney, NSW 2145, Australia
| | - Thomas Lung
- Health Economics and Process Evaluation, The George Institute for Global Health, University of New South Wales Sydney, Sydney, NSW 2042, Australia.,Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
| | - Andrew J McLachlan
- School of Pharmacy, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
| | - Manuela Loureiro Ferreira
- Institute of Bone and Joint Research, The Kolling Institute, Northern Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2065, Australia
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Mönninghoff A, Kramer JN, Hess AJ, Ismailova K, Teepe GW, Tudor Car L, Müller-Riemenschneider F, Kowatsch T. Long-term Effectiveness of mHealth Physical Activity Interventions: Systematic Review and Meta-analysis of Randomized Controlled Trials. J Med Internet Res 2021; 23:e26699. [PMID: 33811021 PMCID: PMC8122296 DOI: 10.2196/26699] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/24/2021] [Accepted: 04/02/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Mobile health (mHealth) interventions can increase physical activity (PA); however, their long-term impact is not well understood. OBJECTIVE The primary aim of this study is to understand the immediate and long-term effects of mHealth interventions on PA. The secondary aim is to explore potential effect moderators. METHODS We performed this study according to the Cochrane and PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. We searched PubMed, the Cochrane Library, SCOPUS, and PsycINFO in July 2020. Eligible studies included randomized controlled trials of mHealth interventions targeting PA as a primary outcome in adults. Eligible outcome measures were walking, moderate-to-vigorous physical activity (MVPA), total physical activity (TPA), and energy expenditure. Where reported, we extracted data for 3 time points (ie, end of intervention, follow-up ≤6 months, and follow-up >6 months). To explore effect moderators, we performed subgroup analyses by population, intervention design, and control group type. Results were summarized using random effects meta-analysis. Risk of bias was assessed using the Cochrane Collaboration tool. RESULTS Of the 2828 identified studies, 117 were included. These studies reported on 21,118 participants with a mean age of 52.03 (SD 14.14) years, of whom 58.99% (n=12,459) were female. mHealth interventions significantly increased PA across all the 4 outcome measures at the end of intervention (walking standardized mean difference [SMD] 0.46, 95% CI 0.36-0.55; P<.001; MVPA SMD 0.28, 95% CI 0.21-0.35; P<.001; TPA SMD 0.34, 95% CI 0.20-0.47; P<.001; energy expenditure SMD 0.44, 95% CI 0.13-0.75; P=.01). Only 33 studies reported short-term follow-up measurements, and 8 studies reported long-term follow-up measurements in addition to end-of-intervention results. In the short term, effects were sustained for walking (SMD 0.26, 95% CI 0.09-0.42; P=.002), MVPA (SMD 0.20, 95% CI 0.05-0.35; P=.008), and TPA (SMD 0.53, 95% CI 0.13-0.93; P=.009). In the long term, effects were also sustained for walking (SMD 0.25, 95% CI 0.10-0.39; P=.001) and MVPA (SMD 0.19, 95% CI 0.11-0.27; P<.001). We found the study population to be an effect moderator, with higher effect scores in sick and at-risk populations. PA was increased both in scalable and nonscalable mHealth intervention designs and regardless of the control group type. The risk of bias was rated high in 80.3% (94/117) of the studies. Heterogeneity was significant, resulting in low to very low quality of evidence. CONCLUSIONS mHealth interventions can foster small to moderate increases in PA. The effects are maintained long term; however, the effect size decreases over time. The results encourage using mHealth interventions in at-risk and sick populations and support the use of scalable mHealth intervention designs to affordably reach large populations. However, given the low evidence quality, further methodologically rigorous studies are warranted to evaluate the long-term effects.
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Affiliation(s)
- Annette Mönninghoff
- Institute for Customer Insight, University of St. Gallen, St. Gallen, Switzerland
- Institute for Mobility, University of St. Gallen, St. Gallen, Switzerland
| | - Jan Niklas Kramer
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
- CSS Insurance, Lucerne, Switzerland
| | - Alexander Jan Hess
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland
| | - Kamila Ismailova
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
| | - Gisbert W Teepe
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Lorainne Tudor Car
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- School of Public Health, Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
| | | | - Tobias Kowatsch
- Centre for Digital Health Interventions, Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Future Health Technologies Programme, Campus for Research Excellence and Technological Enterprise (CREATE), Singapore-ETH Centre, Singapore, Singapore
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