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Fiedler J, Bergmann MR, Sell S, Woll A, Stetter BJ. Just-in-Time Adaptive Interventions for Behavior Change in Physiological Health Outcomes and the Use Case for Knee Osteoarthritis: Systematic Review. J Med Internet Res 2024; 26:e54119. [PMID: 39331951 DOI: 10.2196/54119] [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: 10/30/2023] [Revised: 06/13/2024] [Accepted: 07/20/2024] [Indexed: 09/29/2024] Open
Abstract
BACKGROUND The prevalence of knee osteoarthritis (KOA) in the adult population is high and patients profit from individualized therapy approaches. Just-in-time adaptive interventions (JITAIs) are upcoming digital interventions for behavior change. OBJECTIVE This systematic review summarizes the features and effectiveness of existing JITAIs regarding important physiological health outcomes and derives the most promising features for the use case of KOA. METHODS The electronic databases PubMed, Web of Science, Scopus, and EBSCO were searched using keywords related to JITAIs, physical activity (PA), sedentary behavior (SB), physical function, quality of life, pain, and stiffness. JITAIs for adults that focused on the effectiveness of at least 1 of the selected outcomes were included and synthesized qualitatively. Study quality was assessed with the Quality Assessment Tool Effective Public Health Practice Project. RESULTS A total of 45 studies with mainly weak overall quality were included in this review. The studies were mostly focused on PA and SB and no study examined stiffness. The design of JITAIs varied, with a frequency of decision points from a minute to a day, device-based measured and self-reported tailoring variables, intervention options including audible or vibration prompts and tailored feedback, and decision rules from simple if-then conditions based on 1 variable to more complex algorithms including contextual variables. CONCLUSIONS The use of frequent decision points, device-based measured tailoring variables accompanied by user input, intervention options tailored to user preferences, and simple decision rules showed the most promising results in previous studies. This can be transferred to a JITAI for the use case of KOA by using target variables that include breaks in SB and an optimum of PA considering individual knee load for the health benefits of patients.
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Affiliation(s)
- Janis Fiedler
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Matteo Reiner Bergmann
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Stefan Sell
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Alexander Woll
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Bernd J Stetter
- Institute of Sports and Sports Science, Karlsruhe Institute of Technology, Karlsruhe, Germany
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Cheng C, Ebrahimi OV. A meta-analytic review of gamified interventions in mental health enhancement. COMPUTERS IN HUMAN BEHAVIOR 2023. [DOI: 10.1016/j.chb.2022.107621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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A Scoping Review and a Taxonomy to Assess the Impact of Mobile Apps on Cancer Care Management. Cancers (Basel) 2023; 15:cancers15061775. [PMID: 36980661 PMCID: PMC10046563 DOI: 10.3390/cancers15061775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/01/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Mobile Health (mHealth) has a great potential to enhance the self-management of cancer patients and survivors. Our study aimed to perform a scoping review to evaluate the impact and trends of mobile application-based interventions on adherence and their effects on health outcomes among the cancer population. In addition, we aimed to develop a taxonomy of mobile-app-based interventions to assist app developers and healthcare researchers in creating future mHealth cancer care solutions. Relevant articles were screened from the online databases PubMed, EMBASE, and Scopus, spanning the time period from 1 January 2016 to 31 December 2022. Of the 4135 articles initially identified, 55 were finally selected for the review. In the selected studies, breast cancer was the focus of 20 studies (36%), while mixed cancers were the subject of 23 studies (42%). The studies revealed that the usage rate of mHealth was over 80% in 41 of the 55 studies, with factors such as guided supervision, personalized suggestions, theoretical intervention foundations, and wearable technology enhancing adherence and efficacy. However, cancer progression, technical challenges, and unfamiliarity with devices were common factors that led to dropouts. We also proposed a taxonomy based on diverse theoretical foundations of mHealth interventions, delivery methods, psycho-educational programs, and social platforms. We suggest that future research should investigate, improve, and verify this taxonomy classification to enhance the design and efficacy of mHealth interventions.
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Wang L, Langlais C, Kenfield SA, Van Loon K, Laffan A, Atreya CE, Chan JM, Zhang L, Allen IE, Miaskowski C, Fukuoka Y, Meyerhardt JA, Venook AP, Van Blarigan EL. Quality of life among colorectal cancer survivors participating in a pilot randomized controlled trial of a web-based dietary intervention with text messages. Support Care Cancer 2023; 31:155. [PMID: 36763183 PMCID: PMC9918568 DOI: 10.1007/s00520-023-07620-x] [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: 09/13/2022] [Accepted: 01/29/2023] [Indexed: 02/11/2023]
Abstract
PURPOSE We aimed to estimate the effect of a 12-week web-based dietary intervention with text messages on quality of life (QoL) among colorectal cancer (CRC) survivors. METHODS Between 2017 and 2018, 50 CRC survivors were randomized (1:1) to receive a 12-week web-based dietary intervention with daily text messages or wait-list control. Health-related QoL was assessed using the European Organization for the Research and Treatment of Cancer (EORTC) Quality of Life Questionnaire-Core 30 (QLQ-C30) and colorectal quality of life module (QLQ-CR29) at baseline, 12, and 24 weeks. Within- and between-group mean changes in health-related QoL with 95% confidence intervals (CI) were calculated for both arms. RESULTS Compared to the controls, participants receiving the intervention had an improvement in emotional functioning (mean change: 14.3; 95% CI: 3.0, 25.6) at 12 weeks and social functioning (mean change: 13.8; 95% CI: 2.1, 25.5) at 24 weeks. A decrease of fatigue from baseline was also observed in the intervention arm (mean change: - 9.1; 95% CI: - 17.1, - 1.1) at 24 weeks. No other changes in QoL scores were associated with the intervention. CONCLUSION CRC survivors randomized to receive a web-based dietary intervention with text messages experienced higher emotional and social functioning. Further study with a larger population may be warranted. TRIAL REGISTRATION clinicaltrials.gov, NCT02965521. Registered 16 November 2016, https://clinicaltrials.gov/ct2/keydates/NCT02965521.
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Affiliation(s)
- Lufan Wang
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Crystal Langlais
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- IQVIA, Durham, NC, USA
| | - Stacey A Kenfield
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, UCSF, San Francisco, CA, USA
| | - Katherine Van Loon
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Angela Laffan
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Chloe E Atreya
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - June M Chan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Department of Urology, University of California, San Francisco, UCSF, San Francisco, CA, USA
| | - Li Zhang
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Isabel E Allen
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Christine Miaskowski
- Department of Physiologic Nursing, University of California, San Francisco, San Francisco, CA, USA
| | - Yoshimi Fukuoka
- Department of Physiologic Nursing, University of California, San Francisco, San Francisco, CA, USA
| | | | - Alan P Venook
- UCSF Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Erin L Van Blarigan
- Department of Epidemiology & Biostatistics, University of California, San Francisco, San Francisco, CA, USA.
- Department of Urology, University of California, San Francisco, UCSF, San Francisco, CA, USA.
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Effect and feasibility of gamification interventions for improving physical activity and health-related outcomes in cancer survivors: an early systematic review and meta-analysis. Support Care Cancer 2022; 31:92. [PMID: 36585478 DOI: 10.1007/s00520-022-07550-0] [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: 07/07/2022] [Accepted: 12/16/2022] [Indexed: 12/31/2022]
Abstract
BACKGROUND Despite the well-documented advantages of regular physical activity (PA), patients with cancer show suboptimal participation. By using game design elements, gamification could be used to motivate individuals to engage in PA. It has been demonstrated that gamification interventions positively affect children, adolescents and older adults in health-related contexts. There are, however, inconsistent findings regarding the impact of gamification interventions on cancer survivors' PA and health-related outcomes, according to the literature. OBJECTIVES The aim of this study is to examine the effectiveness and feasibility of gamification interventions for improving PA and health-related outcomes among cancer survivors. METHODS A systematic review and meta-analysis were conducted following the Cochrane Handbook and PRISMA guidelines. Eight English databases and three Chinese databases were searched to identify eligible articles from inception to February 2022. Two reviewers independently performed the literature screening and data extraction. The Cochrane Risk of Bias tool was used to assess the risk of bias. The Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) Working Group levels of evidence was used to evaluate the certainty of the findings. RESULTS Ten randomised controlled trials (RCTs) published between 2014 and 2022 were included. The meta-analysis revealed no significant differences in the step counts and for moderate to vigorous PA, and the certainty of the findings was very low, according to GRADE. Meta-analysis for most outcomes could not be performed owing to the fewer included studies and significant heterogeneity. Most studies reported positive effects in improving moderate PA, sedentary behaviour, fatigue and at least one domain of quality of life. This review proved that gamified interactions are associated with low adverse event rates. CONCLUSION Gamification interventions could be a feasible way to promote the adoption of mobile health (mHealth) technology in patients with cancer. Individual studies have demonstrated some positive effects of gamification interventions on PA and health-related outcomes. However, limited studies, small sample sizes and methodological heterogeneity weaken the evidence. Larger, well-designed RCTs are required to confirm the impact of gamification interventions on PA and health-related outcomes in cancer survivors.
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Coletta AM, Basen-Engquist KM, Schmitz KH. Exercise Across the Cancer Care Continuum: Why It Matters, How to Implement It, and Motivating Patients to Move. Am Soc Clin Oncol Educ Book 2022; 42:1-7. [PMID: 35394822 DOI: 10.1200/edbk_349635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Annually, nearly 2 million people are diagnosed with cancer. Cancer is the second leading cause of death in the United States. Strong evidence supports exercise in the prevention of seven different types of cancers. Among cancer survivors, exercise across the cancer care continuum is effective at reducing various treatment-related adverse effects, such as fatigue, anxiety, and depression, and improves quality of life, physical function, sleep, and bone health. Considering the benefits of exercise for people living with and beyond cancer, there are several models to facilitate the implementation of exercise as part of the cancer care plan. These models span clinically supervised settings to supervised and nonsupervised community-based settings. Barriers such as payment and workforce development prevent the implementation of these programs nationwide. Oncology providers and cancer care team members also play an important role in promoting exercise to cancer survivors. In fact, a salient theme for motivating survivors to engage in exercise is support from their medical oncologist. Resources and tools are available to help the cancer care team motivate survivors to engage in exercise, such as enhancing enjoyment of the activity, goal-setting, self-monitoring, and social support. Together, exercise is beneficial across the cancer care continuum, and action can be taken right now to facilitate patient and survivor engagement in exercise.
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Affiliation(s)
- Adriana M Coletta
- Department of Health and Kinesiology, University of Utah, Salt Lake City, UT.,Cancer Control and Population Sciences Program, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Karen M Basen-Engquist
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Kathryn H Schmitz
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA.,Penn State Cancer Institute, Hershey, PA
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Ester M, Eisele M, Wurz A, McDonough MH, McNeely M, Culos-Reed SN. Current Evidence and Directions for Future Research in eHealth Physical Activity Interventions for Adults Affected by Cancer: Systematic Review. JMIR Cancer 2021; 7:e28852. [PMID: 34542415 PMCID: PMC8491123 DOI: 10.2196/28852] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 06/29/2021] [Accepted: 07/26/2021] [Indexed: 12/13/2022] Open
Abstract
Background Physical activity (PA) interventions can increase PA and improve well-being among adults affected by cancer; however, most adults do not meet cancer-specific PA recommendations. Lack of time, facility access, and travel distances are barriers to participation in PA interventions. eHealth technologies may address some of these barriers, serving as a viable way to promote PA behavior change in this population. However, no review from July 2018 has synthesized available evidence across eHealth and cancer types or examined the use of behavioral theory and behavior change techniques (BCTs), leaving important gaps in knowledge. Objective This review aims to provide a comprehensive, updated overview of evidence on eHealth PA interventions for adults with cancer by describing the current state of the literature, exploring associations between intervention characteristics and effectiveness, and identifying future research needs. Methods MEDLINE, Embase, CINAHL, SportDiscus, Scopus, and CENTRAL were searched for eHealth PA interventions for adults affected by cancer. Study selection and data extraction were performed in duplicate, with consultation from the senior author (NCR). BCT coding, risk of bias, and completeness of reporting were performed using standardized tools. Results were summarized via narrative synthesis and harvest plots. Weight analyses were conducted to explore the associations between intervention characteristics and effectiveness. Results A total of 71 articles (67 studies) involving 6655 participants (mean age 56.7 years, SD 8.2) were included. Nearly 50% (32/67) of the articles were published after July 2018. Significant postintervention PA increases were noted in 52% (35/67) of the studies, and PA maintenance was noted in 41% (5/12) of the studies that included a follow-up. Study duration, primary objectives, and eHealth modality (eg, websites, activity trackers, and SMS text messaging) varied widely. Social cognitive theory (23/67, 34%) was the most used theory. The mean number of BCTs used across the studies was 13.5 (SD 5.5), with self-monitoring, credible sources, and goal setting being used in >90% of studies. Weight analyses showed the greatest associations between increased PA levels and PA as a primary outcome (0.621), interventions using websites (0.656) or mobile apps (0.563), interventions integrating multiple behavioral theories (0.750), and interventions using BCTs of problem solving (0.657) and action planning (0.645). All studies had concerns with high risk of bias, mostly because of the risk of confounding, measurement bias, and incomplete reporting. Conclusions A range of eHealth PA interventions may increase PA levels among adults affected by cancer, and specific components (eg, websites, use of theory, and action planning) may be linked to greater effectiveness. However, more work is needed to ascertain and optimize effectiveness, measure long-term effects, and address concerns with bias and incomplete reporting. This evidence is required to support arguments for integrating eHealth within PA promotion in oncology.
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Affiliation(s)
- Manuel Ester
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | | | - Amanda Wurz
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | | | - Margaret McNeely
- Department of Physical Therapy, University of Alberta, Edmonton, AB, Canada.,Department of Oncology, University of Alberta, Edmonton, AB, Canada.,Rehabilitation Medicine, Cross Cancer Institute, Edmonton, AB, Canada
| | - S Nicole Culos-Reed
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada.,Department of Oncology, Cummings School of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Psychosocial Resources, Tom Baker Cancer Centre, Cancer Care - Alberta Health Services, Calgary, AB, Canada
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