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Hsu TC, Whelan P, Gandrup J, Armitage CJ, Cordingley L, McBeth J. Personalized interventions for behaviour change: A scoping review of just-in-time adaptive interventions. Br J Health Psychol 2025; 30:e12766. [PMID: 39542743 PMCID: PMC11583291 DOI: 10.1111/bjhp.12766] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/01/2024] [Indexed: 11/17/2024]
Abstract
PURPOSE Examine the development, implementation and evaluation of just-in-time adaptive interventions (JITAIs) in behaviour change and evaluate the quality of intervention reporting. METHODS A scoping review of JITAIs incorporating mobile health (mHealth) technologies to improve health-related behaviours in adults. We searched MEDLINE, Embase and PsycINFO using terms related to JITAIs, mHealth, behaviour change and intervention methodology. Narrative analysis assessed theoretical foundations, real-time data capturing and processing methods, outcome evaluation and summarized JITAI efficacy. Quality of intervention reporting was assessed using the template for intervention description and replication (TIDieR) checklist. RESULTS Sixty-two JITAIs across physical activity, sedentary behaviour, dietary behaviour, substance use, sexual behaviour, fluid intake, treatment adherence, social skills, gambling behaviour and self-management skills were included. The majority (71%) aimed to evaluate feasibility, acceptability and/or usability. Supporting evidence for JITAI development was identified in 46 studies, with 67% applying this to develop tailored intervention content. Over half (55%) relied solely on self-reported data for tailoring, and 13 studies used only passive monitoring data. While data processing methods were commonly reported, 44% did not specify their techniques. 89% of JITAI designs achieved full marks on the TIDieR checklist and provided sufficient details on JITAI components. Overall, JITAIs proved to be feasible, acceptable and user-friendly across behaviours and settings. Randomized trials showed tailored interventions were efficacious, though outcomes varied by behaviour. CONCLUSIONS JITAIs offer a promising approach to developing personalized interventions, with their potential effects continuously growing. The recommended checklist emphasizes the importance of reporting transparency in establishing robust intervention designs.
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Affiliation(s)
| | - Pauline Whelan
- Centre for Health Informatics, Division of Informatics, Imaging & Data SciencesUniversity of ManchesterManchesterUK
| | - Julie Gandrup
- Centre for Musculoskeletal ResearchUniversity of ManchesterManchesterUK
- Present address:
UCB Pharma UKSloughUK
| | - Christopher J. Armitage
- Manchester Centre for Health PsychologyUniversity of ManchesterManchesterUK
- NIHR Greater Manchester Patient Safety Research CollaborationUniversity of ManchesterManchesterUK
| | - Lis Cordingley
- Manchester Centre for Health PsychologyUniversity of ManchesterManchesterUK
| | - John McBeth
- Centre for Musculoskeletal ResearchUniversity of ManchesterManchesterUK
- The NIHR Manchester Musculoskeletal Biomedical Research UnitCentral Manchester University Hospitals NHS Foundation TrustManchesterUK
- School of Primary Care, Population Sciences and Medical EducationUniversity of SouthamptonSouthamptonUK
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Sulwarajan K, Jaafar Z, Md Sari NA, Hamzah SH, Yusop FD, Hamid S, Ghani NA. A scoping review of the types and features of technology used to deliver exercise prescription and improve exercise adherence. PATIENT EDUCATION AND COUNSELING 2025; 131:108580. [PMID: 39644532 DOI: 10.1016/j.pec.2024.108580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 10/29/2024] [Accepted: 11/23/2024] [Indexed: 12/09/2024]
Abstract
OBJECTIVE Exercise adherence and motivation can benefit from technology, but the specific factors influencing these improvements remain unclear. This scoping review aimed to outline the types and features of technology used in exercise prescription within healthcare, focusing on enhancing users' adherence to exercise. METHODS A comprehensive systematic literature search was conducted from January 2000 to February 2023 across Web of Science, Google Scholar, and MEDLINE via PubMed. The review sought studies on technology-based exercise prescriptions for adults ≥ 18 years, evaluating features that enhance motivation or adherence. RESULTS Out of 1724 articles reviewed, 45 met the criteria, demonstrating that mobile applications, exercise gaming, wearable trackers, and websites are commonly used technologies for prescribing exercise in healthcare setting. Common features, special features, and motivating features were found to be important in all technology-based exercise tools to enhance users' adherence and motivation. CONCLUSION This review provides a comprehensive overview of the technological types and approaches that can support and improve exercise adherence among health service users. The findings also emphasize on specific features that can address current gaps in technology-driven fitness interventions. PRACTICE IMPLICATIONS Healthcare professionals should make informed decisions when recommending these tools to health service users, since technology does play a significant role in promoting long-term adherence to exercise programs.
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Affiliation(s)
- Kalaivani Sulwarajan
- Sports Medicine Department, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Zulkarnain Jaafar
- Sports Medicine Department, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia; Sports and Exercise Medicine Research and Education Group, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia.
| | - Nor Ashikin Md Sari
- Department of Medicine, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Sareena Hanim Hamzah
- Centre for Sport and Exercise Sciences, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Farrah Dina Yusop
- Department of Curriculum and Instructional Technology, Faculty of Education, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Suraya Hamid
- Department of Information System, Faculty of Computer Science & Information Technology, 50603 Kuala Lumpur, Malaysia
| | - Norjihan Abdul Ghani
- Department of Information System, Faculty of Computer Science & Information Technology, 50603 Kuala Lumpur, Malaysia
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Biancamano ADO, Camacho ACLF, Cortez EA, de Menezes HF, de Almeida YS, Rocha CCDM. Use of Telenursing in the conservative treatment of patients with chronic renal insufficiency: scoping review. Rev Lat Am Enfermagem 2024; 32:e4359. [PMID: 39476138 PMCID: PMC11526289 DOI: 10.1590/1518-8345.7013.4359] [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: 08/24/2023] [Accepted: 06/24/2024] [Indexed: 11/02/2024] Open
Abstract
OBJECTIVE to map the evidence of the use of telenursing in adherence to treatment and promotion of self-care in patients with chronic renal insufficiency undergoing conservative treatment. METHOD scoping review study, with selection of documents indexed in eight databases and two catalogs of theses and dissertations. Additionally, the reference lists of selected studies were consulted. Selection and analysis of studies were carried out using Rayyan software through double, independent and blind investigation. RESULTS 56 eligible publications were found and ten were selected to compose the study. The following stand out among telenursing interventions: cell phone applications, websites, digital platform, telephone support and teleconferencing. CONCLUSION it was evident that the use of Telehealth by Nursing is relevant to the health sector, but still little explored in national and international literature, representing a gap in knowledge to be filled in future research. Studies have shown that its implementation helps and supports healthcare professionals, providing inferences and guidance for quick, safe and effective assistance, even remotely. Telenursing presents itself as a strategy capable of promoting adherence to treatment and self-care in patients with chronic renal insufficiency undergoing conservative treatment. BACKGROUND (1) Develops health innovation strategies in remote treatment. BACKGROUND (2) Provides support to professionals with preventive measures, minimizing costs. BACKGROUND (3) Encourages the practice of self-management of care. BACKGROUND (4) Provides inferences and guidance for quick and safe assistance. BACKGROUND (5) Contributes to the advancement of public policies in the area of noncommunicable diseases.
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Affiliation(s)
- Aline de Oliveira Biancamano
- Universidade Federal Fluminense, Escola de Enfermagem Aurora de Afonso Costa, Niterói, RJ, Brazil
- Ministério da Saúde, Hospital Federal dos Servidores do Estado, Serviço de Nefrologia, Rio de Janeiro, RJ, Brazil
| | | | - Elaine Antunes Cortez
- Universidade Federal Fluminense, Escola de Enfermagem Aurora de Afonso Costa, Departamento de Enfermagem Materno-Infantil e Psiquiátrica, Niterói, RJ, Brazil
| | - Harlon França de Menezes
- Universidade Federal Fluminense, Escola de Enfermagem Aurora de Afonso Costa, Niterói, RJ, Brazil
| | - Yasmin Saba de Almeida
- Universidade Federal Fluminense, Escola de Enfermagem Aurora de Afonso Costa, Niterói, RJ, Brazil
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Zhang QL, Zhang Y, Lin LL, Meng F, Yan L. A Review of Mobile Device Interventions for Continuous Nursing of Patients Undergoing Maintenance Haemodialysis. J Multidiscip Healthc 2024; 17:317-324. [PMID: 38284118 PMCID: PMC10812693 DOI: 10.2147/jmdh.s447715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 01/16/2024] [Indexed: 01/30/2024] Open
Abstract
Background Maintenance haemodialysis (MHD) has been one of the most important renal replacement therapies for patients with end-stage renal disease in recent years. Continuous nursing is considered a prerequisite for high-quality healthcare and is crucial for medical staff, patients and their families. Providing continuous nursing services for patients with chronic diseases via mobile medical means can effectively improve the quality of life of medical staff. Objective To summarise the application of various mobile device intervention methods for medical patients receiving MHD to provide a reference for the development of mobile health in the continuous nursing of patients undergoing this procedure. Methods We conducted a systematic literature search in the following databases: PubMed, Web of Science, Scopus, and CNKI. The literature on the application of various mobile medical methods for nursing patients receiving MHD, both domestic and international, is retrospectively reviewed. The current research results and the existing problems are summarised. Results A total of 18 studies were reviewed, which showed that Chinese researchers have preliminarily explored the relevant problems of applying mobile healthcare to the continuous nursing of patients receiving haemodialysis and have achieved some effective applications. Based on the "Internet+" medical concept, providing follow-up, health guidance, psychological counselling and other continuous nursing services for patients with chronic diseases via mobile medical means can effectively improve the work efficiency of medical staff, as well as the self-management ability and compliance of patients. Conclusion Mobile health has great potential and prospects in the continuous nursing of patients receiving MHD, For instance, a WeChat-based intervention could improve patients' satisfaction and trust in nurses. But it also requires further research and improvement to ensure its quality and safety.
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Affiliation(s)
- Qing-Lai Zhang
- Department of Nephrology, Hemodialysis Center, Chaoyang Hospital Affiliated to Capital Medical University, Beijing, 100020, People’s Republic of China
| | - Yue Zhang
- Department of Nephrology, Hemodialysis Center, Chaoyang Hospital Affiliated to Capital Medical University, Beijing, 100020, People’s Republic of China
| | - Li-Li Lin
- Department of Nephrology, Hemodialysis Center, Chaoyang Hospital Affiliated to Capital Medical University, Beijing, 100020, People’s Republic of China
| | - Fei Meng
- Department of Nephrology, Hemodialysis Center, Chaoyang Hospital Affiliated to Capital Medical University, Beijing, 100020, People’s Republic of China
| | - Li Yan
- Department of Nephrology, Hemodialysis Center, Chaoyang Hospital Affiliated to Capital Medical University, Beijing, 100020, People’s Republic of China
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Chettati M, Bouchemla N, Fadili W, Laouad I. Utilisation de l’application mobile TestObs pour l’évaluation de l’observance thérapeutique dans une population d’hémodialysés chroniques : modèle de monitoring technologique de l’adhérence au traitement et ses facteurs déterminants. Nephrol Ther 2022; 18:557-564. [DOI: 10.1016/j.nephro.2022.07.397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 07/06/2022] [Accepted: 07/07/2022] [Indexed: 11/06/2022]
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Mason M, Cho Y, Rayo J, Gong Y, Harris M, Jiang Y. Technologies for Medication Adherence Monitoring and Technology Assessment Criteria: Narrative Review. JMIR Mhealth Uhealth 2022; 10:e35157. [PMID: 35266873 PMCID: PMC8949687 DOI: 10.2196/35157] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/23/2022] [Accepted: 01/28/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Accurate measurement and monitoring of patient medication adherence is a global challenge because of the absence of gold standard methods for adherence measurement. Recent attention has been directed toward the adoption of technologies for medication adherence monitoring, as they provide the opportunity for continuous tracking of individual medication adherence behavior. However, current medication adherence monitoring technologies vary according to their technical features and data capture methods, leading to differences in their respective advantages and limitations. Overall, appropriate criteria to guide the assessment of medication adherence monitoring technologies for optimal adoption and use are lacking. OBJECTIVE This study aims to provide a narrative review of current medication adherence monitoring technologies and propose a set of technology assessment criteria to support technology development and adoption. METHODS A literature search was conducted on PubMed, Scopus, CINAHL, and ProQuest Technology Collection (2010-present) using the combination of keywords medication adherence, measurement technology, and monitoring technology. The selection focused on studies related to medication adherence monitoring technology and its development and use. The technological features, data capture methods, and potential advantages and limitations of the identified technology applications were extracted. Methods for using data for adherence monitoring were also identified. Common recurring elements were synthesized as potential technology assessment criteria. RESULTS Of the 3865 articles retrieved, 98 (2.54%) were included in the final review, which reported a variety of technology applications for monitoring medication adherence, including electronic pill bottles or boxes, ingestible sensors, electronic medication management systems, blister pack technology, patient self-report technology, video-based technology, and motion sensor technology. Technical features varied by technology type, with common expectations for using these technologies to accurately monitor medication adherence and increase adoption in patients' daily lives owing to their unobtrusiveness and convenience of use. Most technologies were able to provide real-time monitoring of medication-taking behaviors but relied on proxy measures of medication adherence. Successful implementation of these technologies in clinical settings has rarely been reported. In all, 28 technology assessment criteria were identified and organized into the following five categories: development information, technology features, adherence to data collection and management, feasibility and implementation, and acceptability and usability. CONCLUSIONS This narrative review summarizes the technical features, data capture methods, and various advantages and limitations of medication adherence monitoring technology reported in the literature and the proposed criteria for assessing medication adherence monitoring technologies. This collection of assessment criteria can be a useful tool to guide the development and selection of relevant technologies, facilitating the optimal adoption and effective use of technology to improve medication adherence outcomes. Future studies are needed to further validate the medication adherence monitoring technology assessment criteria and construct an appropriate technology assessment framework.
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Affiliation(s)
- Madilyn Mason
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Youmin Cho
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Jessica Rayo
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Yang Gong
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States
| | - Marcelline Harris
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Yun Jiang
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
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van de Belt TH, de Croon A, Freriks F, Blomseth Christiansen T, Eg Larsen J, de Groot M. Barriers to and Facilitators of Using a One Button Tracker and Web-Based Data Analytics Tool for Personal Science: Exploratory Study. JMIR Form Res 2022; 6:e32704. [PMID: 35230247 PMCID: PMC8924778 DOI: 10.2196/32704] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 12/12/2021] [Accepted: 12/30/2021] [Indexed: 01/05/2023] Open
Abstract
Background
Individuals’ self-tracking of subjectively experienced phenomena related to health can be challenging, as current options for instrumentation often involve too much effort in the moment or rely on retrospective self-reporting, which is likely to impair accuracy and compliance.
Objective
This study aims to assess the usability and perceived usefulness of low-effort, in-the-moment self-tracking using simple instrumentation and to establish the amount of support needed when using this approach.
Methods
In this exploratory study, the One Button Tracker—a press-button device that records time stamps and durations of button presses—was used for self-tracking. A total of 13 employees of an academic medical center chose a personal research question and used the One Button Tracker to actively track specific subjectively experienced phenomena for 2 to 4 weeks. To assess usability and usefulness, we combined qualitative data from semistructured interviews with quantitative results from the System Usability Scale.
Results
In total, 29 barriers and 15 facilitators for using the One Button Tracker were found. Ease of use was the most frequently mentioned facilitator. The One Button Tracker’s usability received a median System Usability Scale score of 75.0 (IQR 42.50), which is considered as good usability. Participants experienced effects such as an increased awareness of the tracked phenomenon, a confirmation of personal knowledge, a gain of insight, and behavior change. Support and guidance during all stages of the self-tracking process were judged as valuable.
Conclusions
The low-effort, in-the-moment self-tracking of subjectively experienced phenomena has been shown to support personal knowledge gain and health behavior change for people with an interest in health promotion. After addressing barriers and formally validating the collected data, self-tracking devices may well be helpful for additional user types or health questions.
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Affiliation(s)
- Tom H van de Belt
- Health Innovation Labs, Radboud University Medical Center, Nijmegen, Netherlands
| | - Aimee de Croon
- Health Innovation Labs, Radboud University Medical Center, Nijmegen, Netherlands
| | - Faye Freriks
- Health Innovation Labs, Radboud University Medical Center, Nijmegen, Netherlands
| | | | - Jakob Eg Larsen
- Danmarks Tekniske Universitet Compute (DTU), Technical University of Denmark, Copenhagen, Denmark
| | - Martijn de Groot
- Health Innovation Labs, Radboud University Medical Center, Nijmegen, Netherlands
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