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Bhatt AS, Chatur S, Claggett BL, Lay-Flurrie J, Viswanathan P, Vardeny O, Kosiborod MN, Sharma K, Solomon SD, Vaduganathan M. Gamified Behavioral Science Intervention to Enhance Trial Enrollment: An Embedded Study Within the FINEARTS-HF Trial. JACC. HEART FAILURE 2024; 12:1939-1941. [PMID: 38944793 DOI: 10.1016/j.jchf.2024.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 04/26/2024] [Accepted: 05/06/2024] [Indexed: 07/01/2024]
Affiliation(s)
- Ankeet S Bhatt
- Kaiser Permanente San Francisco Medical Center, San Francisco, California, USA; Stanford University School of Medicine, Palo Alto, California, USA
| | - Safia Chatur
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Brian L Claggett
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | | | | | - Orly Vardeny
- Minneapolis VA Center for Care Delivery and Outcomes Research, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Kavita Sharma
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Scott D Solomon
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Muthiah Vaduganathan
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
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2
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Pozzilli P, Sormani M. Financial incentives and public health with a focus on obesity: Turning point or dead end? Diabetes Obes Metab 2024. [PMID: 39467051 DOI: 10.1111/dom.16034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/10/2024] [Accepted: 10/10/2024] [Indexed: 10/30/2024]
Affiliation(s)
- Paolo Pozzilli
- St. Bartholomew's and the London School of Medicine, The Blizard Institute, London, UK
- Department of Endocrinology and Diabetes, Campus Bio-Medico University of Rome, Rome, Italy
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Zhu Y, Long Y, Wang H, Lee KP, Zhang L, Wang SJ. Digital Behavior Change Intervention Designs for Habit Formation: Systematic Review. J Med Internet Res 2024; 26:e54375. [PMID: 38787601 PMCID: PMC11161714 DOI: 10.2196/54375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 03/22/2024] [Accepted: 04/08/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND With the development of emerging technologies, digital behavior change interventions (DBCIs) help to maintain regular physical activity in daily life. OBJECTIVE To comprehensively understand the design implementations of habit formation techniques in current DBCIs, a systematic review was conducted to investigate the implementations of behavior change techniques, types of habit formation techniques, and design strategies in current DBCIs. METHODS The process of this review followed the PRISMA (Preferred Reporting Item for Systematic Reviews and Meta-Analyses) guidelines. A total of 4 databases were systematically searched from 2012 to 2022, which included Web of Science, Scopus, ACM Digital Library, and PubMed. The inclusion criteria encompassed studies that used digital tools for physical activity, examined behavior change intervention techniques, and were written in English. RESULTS A total of 41 identified research articles were included in this review. The results show that the most applied behavior change techniques were the self-monitoring of behavior, goal setting, and prompts and cues. Moreover, habit formation techniques were identified and developed based on intentions, cues, and positive reinforcement. Commonly used methods included automatic monitoring, descriptive feedback, general guidelines, self-set goals, time-based cues, and virtual rewards. CONCLUSIONS A total of 32 commonly design strategies of habit formation techniques were summarized and mapped to the proposed conceptual framework, which was categorized into target-mediated (generalization and personalization) and technology-mediated interactions (explicitness and implicitness). Most of the existing studies use the explicit interaction, aligning with the personalized habit formation techniques in the design strategies of DBCIs. However, implicit interaction design strategies are lacking in the reviewed studies. The proposed conceptual framework and potential solutions can serve as guidelines for designing strategies aimed at habit formation within DBCIs.
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Affiliation(s)
- Yujie Zhu
- School of Design, The Hong Kong Polytechnic University, Hong Kong, China (Hong Kong)
- Laboratory for Artificial Intelligence in Design, Hong Kong Science Park, Hong Kong, China (Hong Kong)
| | - Yonghao Long
- School of Design, The Hong Kong Polytechnic University, Hong Kong, China (Hong Kong)
| | - Hailiang Wang
- School of Design, The Hong Kong Polytechnic University, Hong Kong, China (Hong Kong)
| | - Kun Pyo Lee
- School of Design, The Hong Kong Polytechnic University, Hong Kong, China (Hong Kong)
- Laboratory for Artificial Intelligence in Design, Hong Kong Science Park, Hong Kong, China (Hong Kong)
| | - Lie Zhang
- Academy of Arts & Design, Tsinghua University, Beijing, China
| | - Stephen Jia Wang
- School of Design, The Hong Kong Polytechnic University, Hong Kong, China (Hong Kong)
- Laboratory for Artificial Intelligence in Design, Hong Kong Science Park, Hong Kong, China (Hong Kong)
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Monroe CM, Cai B, Edney S, Jake-Schoffman DE, Brazendale K, Bucko A, Armstrong B, Yang CH, Turner-McGrievy G. Harnessing technology and gamification to increase adult physical activity: a cluster randomized controlled trial of the Columbia Moves pilot. Int J Behav Nutr Phys Act 2023; 20:129. [PMID: 37924083 PMCID: PMC10623775 DOI: 10.1186/s12966-023-01530-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 10/19/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND The use of health technologies and gamification to promote physical activity has increasingly been examined, representing an opportunistic method for harnessing social support inherent within existing social ties. However, these prior studies have yielded mixed findings and lacked long-term follow-up periods. Thus, a pilot cluster randomized controlled trial was conducted to gauge the feasibility and preliminary efficacy of a digital gamification-based physical activity promotion approach among teams of insufficiently active adults with existing social ties. METHODS Teams (N = 24; 116 total participants) were randomized to either a 12-week intervention (Fitbit, step goals, app, feedback; TECH) or the same program plus gamification (TECH + Gamification). Mixed effects models were used to compare group differences in treatment adherence, and changes in social support, steps, and moderate-to-vigorous physical activity at 12 weeks and 52 weeks from baseline, adjusted for sociodemographic characteristics and team size. RESULTS TECH had a lower mean number of days of Fitbit self-monitoring versus TECH + Gamification during the intervention (adjusted difference: -.30; 95% CI, -.54 to -.07; P = .01). Post-intervention, TECH had 47% lower odds of self-monitoring 7 days per week versus TECH + Gamification (.53; 95% CI, .31 to .89; P = .02). No differences were observed between TECH + Gamification and TECH in increases in social support (0.04; 95% CI, -.21 to .29; P = .76), ActiGraph-measured daily steps (-425; 95% CI, -1065 to 215; P = .19), or moderate-to-vigorous physical activity minutes (-3.36; 95% CI, -8.62 to 1.91; P = .21) from baseline to 12 weeks or in the regression of these improvements by 1 year (Ps > .05). Although not significant in the adjusted models (Ps > .05), clinically meaningful differences in Fitbit-measured daily steps (TECH, 7041 ± 2520; TECH + Gamification, 7988 ± 2707) and active minutes (TECH, 29.90 ± 29.76; TECH + Gamification, 36.38 ± 29.83) were found during the intervention. CONCLUSIONS A gamified physical activity intervention targeting teams of adults with existing social ties was feasible and facilitated favorable, clinically meaningful additive physical activity effects while in place but did not drive enhanced, long-term physical activity participation. Future investigations should explore optimal team dynamics and more direct ways of leveraging social support (training teams; gamifying social support). TRIAL REGISTRATION Clinicaltrials.gov ( NCT03509129 , April 26, 2018).
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Affiliation(s)
- Courtney M Monroe
- Arnold School of Public Health, Department of Health Promotion, Education, and Behavior, University of South Carolina, Discovery 1 Building, Suite 403G, 915 Greene Street, Columbia, SC, 29208, USA.
| | - Bo Cai
- Arnold School of Public Health, Department of Epidemiology and Biostatistics, University of South Carolina, Discovery 1 Building, Room 460, 915 Greene Street, Columbia, SC, 29208, USA
| | - Sarah Edney
- Saw Swee Hock School of Public Health, National University of Singapore, Tahir Foundation Building (Block MD1), 12 Science Drive 2, #11-01, Singapore, 117549, Singapore
| | - Danielle E Jake-Schoffman
- College of Health and Human Performance, Department of Health Education and Behavior, University of Florida, P.O. Box 118210, Gainesville, FL, 32611, USA
| | - Keith Brazendale
- College of Health Professions and Sciences, Department of Health Sciences, University of Central Florida, HS II, Room 210A, 12805 Pegasus Drive, Orlando, FL, 32816, USA
| | - Agnes Bucko
- College of Health and Human Services, University of North Carolina-Charlotte, 8844 Craver Road, Charlotte, NC, 28223, USA
| | - Bridget Armstrong
- Arnold School of Public Health, Department of Exercise Science, University of South Carolina, Public Health Research Center, Room 132, 921 Assembly Street, Columbia, SC, 29208, USA
| | - Chih-Hsiang Yang
- Arnold School of Public Health, Department of Exercise Science, University of South Carolina, Discovery 1 Building, Room 403E, 915 Greene Street, Columbia, SC, 29208, USA
| | - Gabrielle Turner-McGrievy
- Arnold School of Public Health, Department of Health Promotion, Education, and Behavior, University of South Carolina, Discovery 1 Building, Room 552, 915 Greene Street, Columbia, SC, 29208, USA
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Curran F, Davis ME, Murphy K, Tersigni N, King A, Ngo N, O'Donoghue G. Correlates of physical activity and sedentary behavior in adults living with overweight and obesity: A systematic review. Obes Rev 2023; 24:e13615. [PMID: 37549689 DOI: 10.1111/obr.13615] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 04/01/2023] [Accepted: 07/13/2023] [Indexed: 08/09/2023]
Abstract
Overweight and obesity are consistently associated with lower physical activity (PA) levels and greater sedentary behavior (SB) in population studies. To date, no review has evaluated the factors associated with these behaviors in the specific population who have developed obesity/overweight. The aim of this systematic review was to identify the correlates/determinants of SB and PA in adults with overweight and obesity. Five databases were searched for studies, which reported factors or outcomes relating to PA or SB in adults living with overweight/obesity, published from 1980 to 2021. The factors were categorized using a socioecological model, strength, and direction of association. Of 34,058 articles retrieved, 45 studies were included, and 155 factors were identified. Self-efficacy, intrinsic motivation, exercise enjoyment, self-perceived good health, and social support were consistently associated with higher levels of PA. Consistent negative correlations were married females, increased BMI, obesity severity, pain, number of comorbidities, lack of time, energy, and willpower, and hilly terrain. Few studies (n = 12) examined SB, and no evidence for consistent associations were found. This review identified several correlates specific to PA in this population. Further studies are required to identify directionality and distal correlates for PA and all correlate levels of SB.
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Affiliation(s)
- Fiona Curran
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Mary E Davis
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Kaitlyn Murphy
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Natasha Tersigni
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Adam King
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Nina Ngo
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
| | - Gráinne O'Donoghue
- School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland
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Sela Peremen K, Maor S, Yaniv A, Aloni I, Ziv-Baran T, Dubnov-Raz G. Comparison of a Telehealth-Based Intensive Treatment Program with a Rewarding App vs. On-Site Care for Youth with Obesity: A Historical Cohort Study. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1117. [PMID: 37508614 PMCID: PMC10378604 DOI: 10.3390/children10071117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 06/23/2023] [Accepted: 06/25/2023] [Indexed: 07/30/2023]
Abstract
The recommended treatment for children with obesity includes numerous consultations by a multidisciplinary team, which is very cumbersome. Telehealth can assist in administering frequent care to children with obesity, yet the exact approaches and modes of delivery are still explored. During the COVID-19 pandemic, we developed an intensive telehealth-based treatment program that included a rewarding app for children with obesity. The aim of this study was to compare 6-month changes in body mass index (BMI) and body fat percent between participants in the program (n = 70) vs. children that underwent historic on-site care (n = 87). After 6 months, more participants in the telehealth group continued treatment compared to the on-site group (79% vs. 60%, p < 0.001). A significant reduction in the median BMI z-score (zBMI) was seen after 6 months in both groups (p < 0.01), with a similar proportion of zBMI reductions (71% in the telehealth group, 75% in the comparison group, p = 0.76). No statistically significant differences were found between the study groups in 6-month changes in BMI, zBMI, body fat percent or fat z-scores. We conclude that our telehealth program, which was executed during the COVID-19 pandemic, resulted in a high proportion of children with zBMI reduction that was comparable with the more personal on-site care.
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Affiliation(s)
| | - Shay Maor
- Pediatric Exercise and Lifestyle Clinic, Safra Children's Hospital, Sheba Medical Center, Tel HaShomer, Ramat Gan 52621, Israel
| | - Amit Yaniv
- Pediatric Exercise and Lifestyle Clinic, Safra Children's Hospital, Sheba Medical Center, Tel HaShomer, Ramat Gan 52621, Israel
| | - Ishai Aloni
- Pediatric Exercise and Lifestyle Clinic, Safra Children's Hospital, Sheba Medical Center, Tel HaShomer, Ramat Gan 52621, Israel
| | - Tomer Ziv-Baran
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Gal Dubnov-Raz
- Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
- Pediatric Exercise and Lifestyle Clinic, Safra Children's Hospital, Sheba Medical Center, Tel HaShomer, Ramat Gan 52621, Israel
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Abstract
Wearable devices, such as smartwatches and activity trackers, are commonly used by patients in their everyday lives to manage their health and well-being. These devices collect and analyze long-term continuous data on measures of behavioral or physiologic function, which may provide clinicians with a more comprehensive view of a patients' health compared with the traditional sporadic measures captured by office visits and hospitalizations. Wearable devices have a wide range of potential clinical applications ranging from arrhythmia screening of high-risk individuals to remote management of chronic conditions such as heart failure or peripheral artery disease. As the use of wearable devices continues to grow, we must adopt a multifaceted approach with collaboration among all key stakeholders to effectively and safely integrate these technologies into routine clinical practice. In this Review, we summarize the features of wearable devices and associated machine learning techniques. We describe key research studies that illustrate the role of wearable devices in the screening and management of cardiovascular conditions and identify directions for future research. Last, we highlight the challenges that are currently hindering the widespread use of wearable devices in cardiovascular medicine and provide short- and long-term solutions to promote increased use of wearable devices in clinical care.
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Affiliation(s)
- Andrew Hughes
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
| | | | - Hiral Master
- Vanderbilt Institute of Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, TN
| | - Jessilyn Dunn
- Department of Biomedical Engineering, Duke University, Durham, NC
- Department of Biostatistics & Bioinformatics, Duke University, Durham, NC
| | - Evan Brittain
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN
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Natalucci V, Marmondi F, Biraghi M, Bonato M. The Effectiveness of Wearable Devices in Non-Communicable Diseases to Manage Physical Activity and Nutrition: Where We Are? Nutrients 2023; 15:nu15040913. [PMID: 36839271 PMCID: PMC9966298 DOI: 10.3390/nu15040913] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 01/28/2023] [Accepted: 02/07/2023] [Indexed: 02/16/2023] Open
Abstract
Wearable devices are increasingly popular in clinical and non-clinical populations as a tool for exercise prescription, monitoring of daily physical activity and nutrition, and health-related parameters management. In this regard, smart devices not only assist people in pursuing a healthier lifestyle, but also provide a constant stream of physiological and metabolic data for management of non-communicable diseases (NCDs). Although the benefits of lifestyle-based interventions (exercise and nutrition) for NCDs are well known, the potential of wearable devices to promote healthy behaviors in clinical populations is still controversial. In this narrative review, we aimed to discuss the current application of wearable devices in NCDs, highlighting their role in prescribing and monitoring daily physical activity and dietary habits in the population living with chronic diseases. None of the studies considered specifically addressed the efficacy of the use of wearable devices, and limited are those that incorporate monitoring of both physical activity and nutrition for NCDs. However, there is evidence that such devices have helped improve physical activity levels, physical fitness, body composition, and metabolic and psychological parameters. Therefore, the authors believe that the benefits obtained from the use of wearable devices are likely to translate to public health and represent one of the important tools for the development of prevention plans in everyday life and clinical practice for optimal patient management.
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Affiliation(s)
- Valentina Natalucci
- Department of Biomolecular Sciences, Division of Exercise and Health Sciences, University of Urbino Carlo Bo, 61029 Urbino, Italy
- Correspondence:
| | - Federica Marmondi
- Department of Infection Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Michele Biraghi
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20122 Milan, Italy
| | - Matteo Bonato
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, 20122 Milan, Italy
- IRCCS Istituto Ortopedico Galeazzi, 20161 Milan, Italy
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Kim H, O'Sullivan DM, Chung SH. Applying Gamification Principles and Therapeutic Movement Sequences to Design an Interactive Physical Activity Game: Development Study. JMIR Serious Games 2022; 10:e38133. [PMID: 36525298 PMCID: PMC9804099 DOI: 10.2196/38133] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 09/13/2022] [Accepted: 10/11/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND Depression is a severe illness that has accelerated with the spread of COVID-19 and associated lockdowns. As a result, reported physical activity has substantially decreased, further increasing depressive symptoms. OBJECTIVE This study aims to explain the use of gamification principles to develop content for an interactive physical activity game for depression based on clinically proven depression diagnostic criteria. METHODS We discuss related work in this field, the game design framework, the users' depression severity, how we customize the contents accordingly, the gradual progression of the game to match exercise principles, and user flow optimization. RESULTS We provide a brief description of each of the games developed, including instructions on how to play and design aspects for flow, audio, and visual feedback methods. Exergames (interactive physical activity-based games) stimulate certain physical fitness factors such as improving reaction time, endurance, cardiovascular fitness, and flexibility. In addition, the game difficulty progresses based on various factors, such as the user's performance for successful completion, reaction time, movement speed, and stimulated larger joint range of motions. Cognitive aspects are included, as the user has to memorize particular movement sequences. CONCLUSIONS Mental health issues are linked to behavior and movement; therefore, future physical activity-based interactive games may provide excellent stimulation for inducing user flow, while physical activity can help train various physical fitness factors linked to depression.
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Affiliation(s)
- Hyungsook Kim
- Department of Cognitive Sciences, Hanyang University, Fusion Technology Center, Seoul, Republic of Korea
- Graduate School of Public Policy, Hanyang University, Seoul, Republic of Korea
- Hanyang Digital Healthcare Center, Hanyang University, Seoul, Republic of Korea
| | | | - Seong Hee Chung
- Hanyang Digital Healthcare Center, Hanyang University, Seoul, Republic of Korea
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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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Bui TA, Pohl M, Rosenfelt C, Ogourtsova T, Yousef M, Whitlock K, Majnemer A, Nicholas D, Demmans Epp C, Zaiane O, Bolduc FV. Identifying Potential Gamification Elements for A New Chatbot for Families With Neurodevelopmental Disorders: User-Centered Design Approach. JMIR Hum Factors 2022; 9:e31991. [PMID: 35984679 PMCID: PMC9440405 DOI: 10.2196/31991] [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: 07/13/2021] [Revised: 05/26/2022] [Accepted: 06/27/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Chatbots have been increasingly considered for applications in the health care field. However, it remains unclear how a chatbot can assist users with complex health needs, such as parents of children with neurodevelopmental disorders (NDDs) who need ongoing support. Often, this population must deal with complex and overwhelming health information, which can make parents less likely to use a software that may be very helpful. An approach to enhance user engagement is incorporating game elements in nongame contexts, known as gamification. Gamification needs to be tailored to users; however, there has been no previous assessment of gamification use in chatbots for NDDs. OBJECTIVE We sought to examine how gamification elements are perceived and whether their implementation in chatbots will be well received among parents of children with NDDs. We have discussed some elements in detail as the initial step of the project. METHODS We performed a narrative literature review of gamification elements, specifically those used in health and education. Among the elements identified in the literature, our health and social science experts in NDDs prioritized five elements for in-depth discussion: goal setting, customization, rewards, social networking, and unlockable content. We used a qualitative approach, which included focus groups and interviews with parents of children with NDDs (N=21), to assess the acceptability of the potential implementation of these elements in an NDD-focused chatbot. Parents were asked about their opinions on the 5 elements and to rate them. Video and audio recordings were transcribed and summarized for emerging themes, using deductive and inductive thematic approaches. RESULTS From the responses obtained from 21 participants, we identified three main themes: parents of children with NDDs were familiar with and had positive experiences with gamification; a specific element (goal setting) was important to all parents, whereas others (customization, rewards, and unlockable content) received mixed opinions; and the social networking element received positive feedback, but concerns about information accuracy were raised. CONCLUSIONS We showed for the first time that parents of children with NDDs support gamification use in a chatbot for NDDs. Our study illustrates the need for a user-centered design in the medical domain and provides a foundation for researchers interested in developing chatbots for populations that are medically vulnerable. Future studies exploring wide range of gamification elements with large number of potential users are needed to understand the impact of gamification elements in enhancing knowledge mobilization.
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Affiliation(s)
- Truong An Bui
- Neuroscience and Mental Health Institute, University of Alberta, Edmonton, AB, Canada
| | - Megan Pohl
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Cory Rosenfelt
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Tatiana Ogourtsova
- Feil & Oberfeld Research Centre of the Jewish Rehabilitation Hospital - Centre intégré de santé et de services sociaux de Laval (CISSS Laval), Centre for Interdisciplinary Research of Greater Montreal (CRIR), Laval, QC, Canada
- School of Physical & Occupational Therapy, Faculty of Medicine and Health Sciences, Research Institute of the McGill University Health Centre, McGill University, Montréal, QC, Canada
| | - Mahdieh Yousef
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Kerri Whitlock
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
| | - Annette Majnemer
- School of Physical & Occupational Therapy, Faculty of Medicine and Health Sciences, Research Institute of the McGill University Health Centre, McGill University, Montréal, QC, Canada
| | - David Nicholas
- Central and Northern Alberta Region, Faculty of Social Work, University of Calgary, Calgary, AB, Canada
| | - Carrie Demmans Epp
- EdTeKLA Research Group, Department of Computing Science, University of Alberta, Edmonton, AB, Canada
| | - Osmar Zaiane
- Department of Computing Science, University of Alberta, Edmonton, AB, Canada
| | - François V Bolduc
- Department of Pediatrics, University of Alberta, Edmonton, AB, Canada
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Lewey J, Murphy S, Zhang D, Putt ME, Elovitz MA, Riis V, Patel MS, Levine LD. Effectiveness of a Text-Based Gamification Intervention to Improve Physical Activity Among Postpartum Individuals With Hypertensive Disorders of Pregnancy: A Randomized Clinical Trial. JAMA Cardiol 2022; 7:591-599. [PMID: 35442393 PMCID: PMC9021982 DOI: 10.1001/jamacardio.2022.0553] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Importance Hypertensive disorders of pregnancy are associated with increased risk of cardiovascular disease, yet few interventions have targeted this population to decrease long-term risk. Objective To determine whether a digital health intervention improves physical activity in postpartum individuals with hypertensive disorders of pregnancy. Design, Setting, and Participants This 12-week randomized clinical trial enrolled postpartum individuals who delivered at the University of Pennsylvania and had a hypertensive disorder of pregnancy between October 2019 and June 2020. Analysis was intention to treat. Interventions All participants received a wearable activity tracker, established a baseline step count, selected a step goal greater than baseline, and were randomly assigned to control or intervention. Participants in the control arm received daily feedback on goal attainment. Participants in the intervention arm were placed on virtual teams and enrolled in a game with points and levels for daily step goal achievement and informed by principles of behavioral economics. Main Outcomes and Measures The primary outcome was change in mean daily step count from baseline to 12-week follow-up. Secondary outcome was proportion of participant-days that step goal was achieved. Results A total of 127 participants were randomized (64 in the control group and 63 in the intervention group) and were enrolled a mean of 7.9 weeks post partum. Participants had a mean (SD) age of 32.3 (5.6) years, 70 (55.1%) were Black, and 52 (41.9%) had Medicaid insurance. The mean (SD) baseline step count was similar in the control and intervention arms (6042 [2270] vs 6175 [1920] steps, respectively). After adjustment for baseline steps and calendar month, participants in the intervention arm had a significantly greater increase in mean daily step steps from baseline compared with the control arm (647 steps; 95% CI, 169-1124 steps; P = .009). Compared with the control arm, participants in the intervention arm achieved their steps goals on a greater proportion of participant-days during the intervention period (0.47 vs 0.38; adjusted difference 0.11; 95% CI, 0.04-0.19; P = .003). Conclusions and Relevance In this study, a digital health intervention using remote monitoring, gamification, and social incentives among postpartum individuals at elevated cardiovascular risk significantly increased physical activity throughout 12 weeks. Trial Registration ClinicalTrials.gov Identifier: NCT03311230.
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Affiliation(s)
- Jennifer Lewey
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Samantha Murphy
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Dazheng Zhang
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Mary E. Putt
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Michal A. Elovitz
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Valerie Riis
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | | | - Lisa D. Levine
- Maternal and Child Health Research Program, Department of Obstetrics & Gynecology, University of Pennsylvania Perelman School of Medicine, Philadelphia
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13
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Waddell KJ, Patel MS, Clark K, Harrington TO, Greysen SR. Effect of Gamification With Social Incentives on Daily Steps After Stroke: A Randomized Clinical Trial. JAMA Neurol 2022; 79:528-530. [PMID: 35344027 PMCID: PMC8961396 DOI: 10.1001/jamaneurol.2022.0231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Kimberly J Waddell
- Corporal Michael J. Crescenz Department of Veterans Affairs Medical Center, Philadelphia, Pennsylvania
| | | | - Kayla Clark
- Center for Health Incentives and Behavioral Economics, University of Pennsylvania, Philadelphia
| | | | - S Ryan Greysen
- Perelman School of Medicine, University of Pennsylvania, Philadelphia
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14
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Berli C, Scholz U. Long-Term and Transfer Effects of an Action Control Intervention in Overweight Couples: A Randomized Controlled Trial Using Text Messages. Front Psychol 2021; 12:754488. [PMID: 34899496 PMCID: PMC8651541 DOI: 10.3389/fpsyg.2021.754488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/28/2021] [Indexed: 11/13/2022] Open
Abstract
Keeping a physically active lifestyle requires consistent self-regulatory effort such as action control (e.g., continuously monitoring and evaluating a behavior in terms of one's goals). Involving the romantic partner in interventions might be particularly effective in the long run. The present study examined the long-term and transfer effects of an action control intervention in couples using text messaging for promoting target persons' and partners' physical activity, anthropometric measures and physical fitness 6 months post baseline. A total of 121 overweight and obese romantic couples, randomly allocated to an intervention (n = 60; information + action control text messages) or a control group (n = 61; information only) and to participating as target person or partner, completed baseline assessments (T1). 100 couples (82.6%) completed the 6-month follow-up (T3) assessment. Primary outcomes included self-reported moderate-to-vigorous physical activity (MVPA) and objective MVPA and MVPA adherence using triaxial accelerometers across a diary period of 14 days after T3. Secondary outcomes included BMI, waist-to-hip circumference and physical fitness (target persons only) using a submaximal aerobic cycle test. At T3, there were no significant between-group differences between target persons and partners with regard to their objective MVPA, self-reported MVPA, BMI, waist-hip ratio or physical fitness. No significant changes in outcomes were observed from T1 to T3; however, changes in BMI from T1 to T3 between target persons and partners in the intervention group were associated. Overall, the brief 14-days action control intervention was not effective in improving target person's physical activity, body measures and physical fitness in the long-term. Moreover, no long-term benefits for partners emerged. While brief ecological momentary interventions might be a promising tool for short-term effects, future studies are needed to test features enhancing long-term effectiveness. Associations in romantic partners' changes suggest that dyadic interventions can be a promising approach, as changes induced in one partner may then transfer over to the other (controlled-trials.com ISRCTN15705531).
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Affiliation(s)
- Corina Berli
- Applied Social and Health Psychology, Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Urte Scholz
- Applied Social and Health Psychology, Department of Psychology, University of Zurich, Zurich, Switzerland.,University Research Priority Program "Dynamics of Healthy Aging", Department of Psychology, University of Zurich, Zurich, Switzerland
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15
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Boucher EM, Ward HE, Mounts AC, Parks AC. Engagement in Digital Mental Health Interventions: Can Monetary Incentives Help? Front Psychol 2021; 12:746324. [PMID: 34867629 PMCID: PMC8638360 DOI: 10.3389/fpsyg.2021.746324] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 10/05/2021] [Indexed: 12/04/2022] Open
Abstract
Digital mental health interventions (DMHI) are scalable and cost-effective strategies for increasing access to mental health care; however, dropout rates associated with digital interventions are high, particularly for open-access digital interventions. While some studies have focused on predictors of dropout from digital mental health programs, few studies have focused on engagement features that might improve engagement. In this perspective article, we discuss whether monetary incentives (MI) are one avenue to increasing user engagement in DMHI. We begin by reviewing the literature on the effects of MI for behavior change in health domains (e.g., dietary behaviors, substance use, and medication adherence). Then, drawing on a pilot study we conducted to test the effects of different levels of MI on usage and improvement in subjective well-being among users of a DMHI (Happify), we discuss the potential applications of MI for DMHI, the potential drawbacks of financial incentives in this context, and open questions for future research.
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16
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Lin JC, Welle N, Ding J, Chuen J. A look to the future: Pandemic-induced digital technologies in vascular surgery. Semin Vasc Surg 2021; 34:139-151. [PMID: 34642034 PMCID: PMC8502076 DOI: 10.1053/j.semvascsurg.2021.08.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 08/03/2021] [Accepted: 08/03/2021] [Indexed: 02/03/2023]
Abstract
Like many areas of medicine, vascular surgery has been transformed by the COVID-19 (coronavirus disease 2019) pandemic. Public health precautions to minimize disease transmission have led to reduced attendance at hospitals and clinics in elective and emergency settings; fewer face-to-face and hands-on clinical interactions; and increased reliance on telemedicine, virtual attendance, investigations, and digital therapeutics. However, a “silver lining” to the COVID-19 pandemic may be the mainstream acceptance and acceleration of telemedicine, remote monitoring, digital health technology, and three-dimensional technologies, such as three-dimensional printing and virtual reality, by connecting health care providers to patients in a safe, reliable, and timely manner, and supplanting face-to-face surgical simulation and training. This review explores the impact of these changes in the delivery of vascular surgical care.
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Affiliation(s)
- Judith C Lin
- Michigan State University College of Human Medicine 4660 S. Hagadorn Rd. Ste. #600 East Lansing, MI 48823.
| | - Nicholas Welle
- Michigan State University College of Osteopathic Medicine, Lansing, MI
| | - Joel Ding
- Austin Health Department of Surgery, The University of Melbourne, Heidelberg, Australia
| | - Jason Chuen
- Austin Health Department of Surgery, The University of Melbourne, Heidelberg, Australia
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17
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Kopp M, Burtscher M. Aiming at Optimal Physical Activity for Longevity (OPAL). SPORTS MEDICINE-OPEN 2021; 7:70. [PMID: 34626260 PMCID: PMC8502188 DOI: 10.1186/s40798-021-00360-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 09/17/2021] [Indexed: 11/21/2022]
Abstract
Although even small volumes (15–20 min) of daily physical activity (PA) are associated with health benefits, the optimal volume for healthy aging and longevity is substantially larger, amounting to about 100 min of daily moderate PA. The accomplishment of this objective likely requires the development of an appropriate PA lifestyle at an early age. Research initiatives are necessary addressing the motivational contribution of families, school surroundings and sport clubs, perhaps combined with role model effects and instructions for the specific implementation. Such approaches would need an enlarged agreement in readdressing this new aim followed by the launch of a new research strategy in order to develop specific offers for the respective age cohorts.
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Affiliation(s)
- Martin Kopp
- Department of Sport Science, University of Innsbruck, Fürstenweg 185, 6020, Innsbruck, Austria
| | - Martin Burtscher
- Department of Sport Science, University of Innsbruck, Fürstenweg 185, 6020, Innsbruck, Austria.
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