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McCartney H, Main A, Weir NM, Rai HK, Ibrar M, Maguire R. Professional-Facing Digital Health Technology for the Care of Patients With Chronic Pain: Scoping Review. J Med Internet Res 2025; 27:e66457. [PMID: 40367507 DOI: 10.2196/66457] [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: 09/13/2024] [Revised: 01/13/2025] [Accepted: 04/15/2025] [Indexed: 05/16/2025] Open
Abstract
BACKGROUND Chronic pain is a highly prevalent condition, estimated to affect as many as 30% of people worldwide. The need for more innovative solutions for chronic pain management is clear, and digital health technology (DHT) may be the best way to address this challenge. Much of the digital health research focusing on chronic pain focuses on patient-facing solutions; however, DHT for health care professionals (HCPs) is equally important to support evidence-based practice, which, in turn, improves patient outcomes. Despite this, no review has investigated the availability of professional-facing DHT for chronic pain management. OBJECTIVE This scoping review aims to identify the available professional-facing DHTs for chronic pain management. Specifically, the objectives were to investigate the components of the DHTs as well as development methods, user features, outcomes, and HCP perspectives on DHTs for chronic pain care. METHODS Databases, including MEDLINE, Embase, CINAHL, PsycINFO, and Inspec, were searched using comprehensive search strategies. Two independent reviewers screened titles and abstracts for inclusion of studies in the review and conducted full-text screening. Any conflicts in each stage of the screening process were first resolved through discussion and then through a third independent reviewer. Data extraction and quality assessment were completed using the Template for Intervention Description and Replication (TiDIER) checklist and Quality Assessment for Diverse Studies. Qualitative analysis involved inductive content analysis of user features and thematic synthesis of HCP perspectives. RESULTS In total, 52 studies were included in the review, reporting on 44 professional-facing DHTs. The included DHTs were intended for remote patient monitoring, clinical decision support, assessment and diagnosis, education of HCPs, or a combination. The most common target population for DHT use was multidisciplinary care teams; the most common setting for implementation was primary care. Approximately half (26/44, 59%) of the professional-facing DHTs had a connected patient-facing system. Inductive content analysis of the user features produced 4 themes: guiding initial consultation, supporting chronic pain management, facilitating ongoing patient management, and supporting routine clinical duties. The thematic synthesis of HCP perspectives produced the following 4 themes, reflecting factors affecting the use of DHTs in chronic pain care: additional value, integration into clinical workflow, ease of navigation, and trust in the DHTs. Most (43/52, 83%) of the included studies did not adequately report appropriate stakeholder involvement in a proper co-design of DHTs; only 7% (3/44) of the DHTs were reported to have been developed with guidance from a system development framework. CONCLUSIONS There are various DHTs available for HCPs to use in the management of chronic pain. The included studies neither reported adequate stakeholder involvement in the DHT development nor any specific frameworks to guide rigorous co-design. Therefore, future research should focus on developing professional-facing DHTs with active involvement of stakeholders in the design process. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/51311.
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Affiliation(s)
- Haruno McCartney
- Department of Computer and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Ashleigh Main
- Department of Computer and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Natalie McFayden Weir
- Strathclyde Institute of Pharmacy & Biomedical Sciences (Sipbs), University of Strathclyde, Glasgow, United Kingdom
| | - Harleen Kaur Rai
- Department of Computer and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Maryam Ibrar
- Department of Computer and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
| | - Roma Maguire
- Department of Computer and Information Sciences, University of Strathclyde, Glasgow, United Kingdom
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LaRowe LR, Pham T, Szapary C, Vranceanu AM. Shaping the future of geriatric chronic pain care: a research agenda for progress. Pain Manag 2025:1-13. [PMID: 40246703 DOI: 10.1080/17581869.2025.2493609] [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: 01/23/2025] [Accepted: 04/11/2025] [Indexed: 04/19/2025] Open
Abstract
Chronic pain is highly prevalent among older adults and its burden will become increasingly significant as our population ages. Yet, chronic pain is often undertreated in this vulnerable population due to various barriers in health care delivery. To improve geriatric chronic pain management, we assert that older adults require a dedicated research agenda designed to inform the development, testing, and implementation of chronic pain treatments that account for the unique vulnerabilities and healthcare needs of this population. Specifically, we propose that the following four areas of research require immediate attention to better serve older adults with chronic pain: (1) health equity, (2) substance use, (3) dyadic interventions, and (4) digital health. Our proposed research agenda aims to create a more robust and comprehensive body of evidence that will ultimately transform and advance geriatric chronic pain management.
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Affiliation(s)
- Lisa R LaRowe
- Mongan Institute Center for Aging and Serious Illness, Division of Palliative Care and Geriatric Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Tony Pham
- Center for Health Outcomes and Interdisciplinary Research, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
| | - Claire Szapary
- Center for Health Outcomes and Interdisciplinary Research, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Ana-Maria Vranceanu
- Center for Health Outcomes and Interdisciplinary Research, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
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Kershner K, Morton D, Robison J, N'dah KW, Fanning J. Assessing the Feasibility and Acceptability of Virtual Reality for Remote Group-Mediated Physical Activity in Older Adults: Pilot Randomized Controlled Trial. JMIR Form Res 2024; 8:e53156. [PMID: 39514256 PMCID: PMC11584536 DOI: 10.2196/53156] [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: 09/29/2023] [Revised: 10/07/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Physical inactivity represents a major health concern for older adults. Most social, at-home physical activity (PA) interventions use videoconference, email, or telephone communication for program delivery. However, evidence suggests that these platforms may hinder the social connection experienced by users. Recent advancements in virtual reality (VR) suggest that it may be a rich platform for social, at-home interventions because it offers legitimate options for intervention delivery and PA. OBJECTIVE This pilot study aims to determine the feasibility and acceptability of VR compared to videoconference as a medium for remote group-mediated behavioral intervention for older adults. The information generated from this investigation will inform the use of VR as a medium for intervention delivery. METHODS Nine low-active older adults (mean age 66.8, SD 4.8 y) were randomized to a 4-week home-based, group-mediated PA intervention delivered via VR or videoconference. Feasibility (ie, the total number of sessions attended and the number of VR accesses outside of scheduled meetings) and acceptability (ie, the number of participants reporting high levels of nausea, program evaluations using Likert-style prompts with responses ranging from -5=very difficult or disconnected to 5=very easy or connected, and participant feedback on immersion and social connection) are illustrated via descriptive statistics and quotes from open-ended responses. RESULTS None of the participants experienced severe VR-related sickness before randomization, with a low average sickness rating of 1.6 (SD 1.6) out of 27 points. Attendance rates for group meetings were 98% (59/60) and 96% (46/48) for the VR and videoconference groups, respectively. Outside of scheduled meeting times, participants reported a median of 5.5 (IQR 5.3-5.8, range 0-27) VR accesses throughout the entire intervention. Program evaluations suggested that participants felt personally connected to their peers (VR group: median 3.0, IQR 2.5-3.5; videoconference group: median 3.0, IQR 2.7-3.3), found that goals were easy to accomplish (VR group: median 3.0, IQR 2.8-3.3; videoconference group: median 3.0, IQR 2.6-3.4), and had ease in finding PA options (VR group: median 4.0, IQR 3.5-4.3; videoconference group: median 2.0, IQR 1.6-2.4) and engaging in meaningful dialogue with peers (VR group: median 4.0, IQR 4.0-4.0; videoconference group: median 3.5, IQR 3.3-3.8). Open-ended responses regarding VR use indicated increased immersion experiences and intrinsic motivation for PA. CONCLUSIONS These findings suggest that VR may be a useful medium for social PA programming in older adults, given it was found to be feasible and acceptable in this sample. Importantly, all participants indicated low levels of VR-related sickness before randomization, and both groups demonstrated very high attendance at meetings with their groups and behavioral coaches, which is promising for using VR and videoconference in future interventions. Modifications for future iterations of similar interventions are provided. Further work using larger samples and longer follow-up durations is needed. TRIAL REGISTRATION ClinicalTrials.gov NCT04756245; https://www.clinicaltrials.gov/study/NCT04756245.
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Affiliation(s)
- Kyle Kershner
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - David Morton
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, United States
| | - Justin Robison
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Kindia Williams N'dah
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
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de la Vega R, Bartels SL, Wicksell RW. Implementation frameworks guiding digital self-management intervention in chronic pain: A scoping review. Eur J Pain 2024; 28:1257-1275. [PMID: 38483014 DOI: 10.1002/ejp.2262] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 01/31/2025]
Abstract
BACKGROUND AND OBJECTIVE The development, evaluation and implementation of digital self-management interventions for chronic pain have increased exponentially. While intervention outcomes appear promising to improve well-being and functioning in target populations, it is unclear how the development and evaluation processes were structured and how implementation was planned and executed. The aim of this systematic review is to provide a comprehensive overview of implementation frameworks used to guide and evaluate scientific innovation in chronic pain. DATABASES AND DATA TREATMENT Four bibliography databases (Medline, Web of Science, PsycInfo, CINAHL) and two registries (PubMed Central, MedaRxiv) were systematically searched. Hits (n = 6830) and full texts (n = 351) were screened and read by two independent reviewers. Peer-reviewed articles that met the inclusion criteria were included in the narrative synthesis. RESULTS In total, 10 studies were identified that report on seven distinct interventions. Five implementation frameworks were utilized across these studies: Behavioural Interventions using Technology (BIT); Consolidated Framework for Implementation Research (CFIR); mHealth Agile and User-Centered Research and Development Lifecycle; Medical Research Council (MRC); Reach, Effectiveness, Adoption Implementation, and Maintenance (RE-AIM). Frameworks were operationalized using qualitative and quantitative methods, evaluating the innovation on various levels (e.g., individual vs. organizational) and applying a variety of study designs (e.g., single-arm or large trials). CONCLUSIONS By utilizing implementation frameworks, access to evidence-based chronic pain care may be increased. Although the evidence on the utility of implementation frameworks to guide and evaluate digital self-management interventions is still limited, the body of literature is increasing. Future studies are urged to operationalize, communicate and discuss the innovation process, to promote transparency and replicability. SIGNIFICANCE The use of implementation frameworks to guide and evaluate digital self-management interventions for chronic pain is a recent development in the field. Several promising examples exist and are presented in this review. Currently, the evidence is still limited, and prospective studies need to transparently operationalize, communicate and discuss their efforts. By utilizing an implementation framework, promising interventions can be made available to end-users, closing the research-to-clinical practice gap and increasing access to evidence-based care to people with chronic pain.
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Affiliation(s)
- R de la Vega
- Faculty of Psychology, University of Málaga, Málaga, Spain
- Biomedical Research Institute of Málaga (IBIMA), Málaga, Spain
| | - S L Bartels
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands
| | - R W Wicksell
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Pain Clinic, Capio St. Göran Hospital, Stockholm, Sweden
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De Lucia A, Perlini C, Chiarotto A, Pachera S, Pasini I, Del Piccolo L, Donisi V. eHealth-Integrated Psychosocial and Physical Interventions for Chronic Pain in Older Adults: Scoping Review. J Med Internet Res 2024; 26:e55366. [PMID: 39073865 PMCID: PMC11319891 DOI: 10.2196/55366] [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: 12/11/2023] [Revised: 03/11/2024] [Accepted: 04/30/2024] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND Chronic noncancer pain (CNCP) is highly present among older adults, affecting their physical, psychological, and social functioning. A biopsychosocial multimodal approach to CNCP management is currently extensively suggested by international clinical practice guidelines. Recently, the growing development and application of eHealth within pain management has yielded encouraging results in terms of effectiveness and feasibility; however, its use among the older population remains underexamined. OBJECTIVE The overall aim of this scoping review was to systematically map existing literature about eHealth multimodal interventions (including both physical and psychosocial components) targeting older adults with CNCP. METHODS This review adhered to the JBI methodology, a protocol was a priori registered as a preprint on the medRxiv platform, and the results were reported according to the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. Four electronic databases (PubMed, Cochrane Central Register of Controlled Trials, Web of Science, and PsycINFO) were systematically searched for relevant articles. Studies were included if they reported on multimodal interventions (including both physical and psychosocial components) delivered through any eHealth modality to an older population with any type of CNCP. Two reviewers selected the studies: first by screening titles and abstracts and second by screening full-text articles. The quality of the included studies was evaluated using the Quality Assessment Tool for Studies with Diverse Designs. The results of the studies were summarized narratively. RESULTS A total of 9 studies (n=6, 67% published between 2021 and 2023) with quality rated as medium to high were included, of which 7 (78%) were randomized controlled trials (n=5, 71% were pilot and feasibility studies). All the included studies evaluated self-management interventions, most of them (n=7, 78%) specifically designed for older adults. The participants were aged between 65 and 75 years on average (mean 68.5, SD 3.5 y) and had been diagnosed with different types of CNCP (eg, osteoarthritis and chronic low back pain). Most of the included studies (5/9, 56%) involved the use of multiple eHealth modalities, with a higher use of web-based programs and video consulting. Only 1 (11%) of the 9 studies involved a virtual reality-based intervention. The evaluated interventions showed signs of effectiveness in the targeted biopsychosocial outcomes, and the participants' engagement and ratings of satisfaction were generally positive. However, several research gaps were identified and discussed. CONCLUSIONS Overall, of late, there has been a growing interest in the potential that eHealth multimodal interventions offer in terms of improving pain, physical, and psychosocial outcomes in older adults with CNCP. However, existing literature on this topic still seems scarce and highly heterogeneous, with few proper randomized controlled trials, precluding robust conclusions. Several gaps emerged in terms of the older population considered and the lack of evaluation of comorbidities. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1101/2023.07.27.23293235.
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Affiliation(s)
- Annalisa De Lucia
- Section of Clinical Psychology, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Cinzia Perlini
- Section of Clinical Psychology, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Alessandro Chiarotto
- Department of General Practice, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Sara Pachera
- Fondazione Casa di Riposo S Giuseppe Nonprofit Organization of Social Utility, San Martino Buon Albergo (Verona), Italy
| | - Ilenia Pasini
- Section of Clinical Psychology, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Lidia Del Piccolo
- Section of Clinical Psychology, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Valeria Donisi
- Section of Clinical Psychology, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
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Cho H, You SB, Hodgson N, Massimo L, Demiris G. Characteristics of Telehealth Interventions for Adult Patients with Chronic Pain and Family Care Partners. Telemed J E Health 2024; 30:1239-1261. [PMID: 38112565 DOI: 10.1089/tmj.2023.0514] [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] [Indexed: 12/21/2023] Open
Abstract
Objectives: This review aimed to assess characteristics of telehealth in pain management for adult patients with chronic pain and their family care partners and review current evidence of the effectiveness of telehealth for pain management. Based on the Revised Symptom Management model, this review identified types of chronic pain management strategies and symptom management outcomes delivered by telehealth. Methods: We conducted a systematic review of four electronic databases, PubMed, Cumulative Index to Nursing and Allied Health Literature, PsycINFO, and Embase, using combinations of keywords, including "telehealth," "caregivers," and "pain." Only interventions delivered online, including websites, mobile applications, phone calls, and videoconferencing, were included. To accurately characterize the features of each telehealth pain intervention, we employed a standardized checklist. Additionally, a summary table of the evidence was created. Results: We analyzed 17 studies that met the inclusion criteria, of which 14 were randomized controlled trials, 1 was a cohort study, and 2 were qualitative cohort studies. We grouped interventions based on content of the intervention for pain management (education, psychotherapy, reporting and consultation, and multicomponent intervention). The quality rating of studies was mostly moderately strong. Findings of interventions' effectiveness were showing heterogenous effects on variables, possibly due to different pain measurements and varying follow-up times. Significance of Results: Telehealth interventions can potentially increase access to care for patients with chronic pain and their families in a limited resource area. Telehealth technology is a feasible tool that may enhance clinicians' pain management efforts for patients with chronic pain and their family care partners. The results of this review can be used to guide telehealth pain assessment and evaluation for care partners, clinicians, and researchers and inform the design of future telehealth systems.
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Affiliation(s)
- Hannah Cho
- NewCourtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sang Bin You
- NewCourtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Nancy Hodgson
- NewCourtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Lauren Massimo
- NewCourtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - George Demiris
- NewCourtland Center for Transitions and Health, University of Pennsylvania School of Nursing, Philadelphia, Pennsylvania, USA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine Philadelphia, Philadelphia, Pennsylvania, USA
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Brooks AK, Athawale A, Rush V, Yearout A, Ford S, Rejeski WJ, Strahley A, Fanning J. Successes and lessons learned from a mobile health behavior intervention to reduce pain and improve health in older adults with obesity and chronic pain: a qualitative study. FRONTIERS IN PAIN RESEARCH 2024; 5:1340400. [PMID: 38726351 PMCID: PMC11079154 DOI: 10.3389/fpain.2024.1340400] [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: 11/17/2023] [Accepted: 03/07/2024] [Indexed: 05/12/2024] Open
Abstract
Introduction Chronic pain is a prevalent issue among older adults in the United States that impairs quality of life. Physical activity has emerged as a cost-effective and non-pharmacological treatment for chronic pain, offering benefits such as improved physical functioning, weight loss, and enhanced mood. However, promoting physical activity in older individuals with chronic pain is challenging, given the cyclical relationship between pain and sedentary behavior. The Mobile Intervention to Reduce Pain and Improve Health (MORPH) trial was designed as an innovative, mobile health (mHealth) supported intervention to address this issue by targeting daylong movement, weight loss, and mindfulness to manage pain in older adults with chronic multisite pain. The objective of this paper is to provide the result of a qualitative analysis conducted on post-intervention interviews with MORPH participants. Methods At the conclusion of the MORPH study, 14 participants were interviewed regarding their experience with the program. All interviews were conducted by phone before being transcribed and verified. A codebook of significant takeaways was created based on these accounts. Summaries were further synthesized into themes using the principles of thematic analysis. Results Three key themes of the MORPH intervention emerged from the qualitative interviews: MORPH technology (smart scales, Fitbit, MORPH Companion App) facilitated program adherence and accountability; MORPH intervention components (food tracking and mindfulness activities) facilitated program adherence and awareness, respectively; and, group meetings provided motivational support and accountability. Mobile health technologies, including a dedicated MORPH app, facilitated self-monitoring strategies, helped to break the cycle of old habits, and provided participants with immediate feedback on successes; however, technical issues required timely support to maintain engagement. Food tracking contributed to adherence and accountability for weight loss. Mindfulness activities increased participants' awareness of anxiety provoking thoughts and pain triggers. Finally, social support via group meetings and connection, played a crucial role in behavior change, but participants noted consistency in the delivery medium was essential to fostering genuine connections. Conclusion Overall, the study results highlight the key considerations related to program technology, intervention components, and the value of social support that can help to guide the development of future interventions similar to MORPH.
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Affiliation(s)
- Amber K. Brooks
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Abha Athawale
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Virginia Rush
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Abigail Yearout
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Sherri Ford
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - W. Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Ashley Strahley
- Department of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
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Pfledderer CD, von Klinggraeff L, Burkart S, da Silva Bandeira A, Lubans DR, Jago R, Okely AD, van Sluijs EMF, Ioannidis JPA, Thrasher JF, Li X, Beets MW. Consolidated guidance for behavioral intervention pilot and feasibility studies. Pilot Feasibility Stud 2024; 10:57. [PMID: 38582840 PMCID: PMC10998328 DOI: 10.1186/s40814-024-01485-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 03/26/2024] [Indexed: 04/08/2024] Open
Abstract
BACKGROUND In the behavioral sciences, conducting pilot and/or feasibility studies (PFS) is a key step that provides essential information used to inform the design, conduct, and implementation of a larger-scale trial. There are more than 160 published guidelines, reporting checklists, frameworks, and recommendations related to PFS. All of these publications offer some form of guidance on PFS, but many focus on one or a few topics. This makes it difficult for researchers wanting to gain a broader understanding of all the relevant and important aspects of PFS and requires them to seek out multiple sources of information, which increases the risk of missing key considerations to incorporate into their PFS. The purpose of this study was to develop a consolidated set of considerations for the design, conduct, implementation, and reporting of PFS for interventions conducted in the behavioral sciences. METHODS To develop this consolidation, we undertook a review of the published guidance on PFS in combination with expert consensus (via a Delphi study) from the authors who wrote such guidance to inform the identified considerations. A total of 161 PFS-related guidelines, checklists, frameworks, and recommendations were identified via a review of recently published behavioral intervention PFS and backward/forward citation tracking of a well-known PFS literature (e.g., CONSORT Ext. for PFS). Authors of all 161 PFS publications were invited to complete a three-round Delphi survey, which was used to guide the creation of a consolidated list of considerations to guide the design, conduct, and reporting of PFS conducted by researchers in the behavioral sciences. RESULTS A total of 496 authors were invited to take part in the three-round Delphi survey (round 1, N = 46; round 2, N = 24; round 3, N = 22). A set of twenty considerations, broadly categorized into six themes (intervention design, study design, conduct of trial, implementation of intervention, statistical analysis, and reporting) were generated from a review of the 161 PFS-related publications as well as a synthesis of feedback from the three-round Delphi process. These 20 considerations are presented alongside a supporting narrative for each consideration as well as a crosswalk of all 161 publications aligned with each consideration for further reading. CONCLUSION We leveraged expert opinion from researchers who have published PFS-related guidelines, checklists, frameworks, and recommendations on a wide range of topics and distilled this knowledge into a valuable and universal resource for researchers conducting PFS. Researchers may use these considerations alongside the previously published literature to guide decisions about all aspects of PFS, with the hope of creating and disseminating interventions with broad public health impact.
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Affiliation(s)
- Christopher D Pfledderer
- Department of Health Promotion and Behavioral Sciences, The University of Texas Health Science Center at Houston, School of Public Health in Austin, Austin, TX, 78701, USA.
- Michael and Susan Dell Center for Healthy Living, The University of Texas Health Science Center at Houston, School of Public Health in Austin, Austin, TX, 78701, USA.
| | | | - Sarah Burkart
- Arnold School of Public Health, University of South Carolina, Columbia, SC, 29205, USA
| | | | - David R Lubans
- College of Human and Social Futures, The University of Newcastle Australia, Callaghan, NSW, 2308, Australia
| | - Russell Jago
- Bristol Medical School, Population Health Sciences, University of Bristol, Bristol, BS8 1QU, UK
| | - Anthony D Okely
- Faculty of Arts, Social Sciences and Humanities, School of Health and Society, University of Wollongong, Wollongong, NSW, 2522, Australia
| | | | - John P A Ioannidis
- Department of Medicine, Stanford University, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
- Department of Biomedical Data Science, Stanford University, Stanford, CA, USA
- Department of Statistics, Stanford University, Stanford, CA, USA
- Meta-Research Innovation Center at Stanford (METRICS), Stanford University, Stanford, CA, USA
| | - James F Thrasher
- Arnold School of Public Health, University of South Carolina, Columbia, SC, 29205, USA
| | - Xiaoming Li
- Arnold School of Public Health, University of South Carolina, Columbia, SC, 29205, USA
| | - Michael W Beets
- Arnold School of Public Health, University of South Carolina, Columbia, SC, 29205, USA
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Moorthy P, Weinert L, Schüttler C, Svensson L, Sedlmayr B, Müller J, Nagel T. Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review. JMIR Mhealth Uhealth 2024; 12:e52179. [PMID: 38578671 PMCID: PMC11031706 DOI: 10.2196/52179] [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: 08/25/2023] [Revised: 12/15/2023] [Accepted: 02/01/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Wearable devices, mobile technologies, and their combination have been accepted into clinical use to better assess the physical fitness and quality of life of patients and as preventive measures. Usability is pivotal for overcoming constraints and gaining users' acceptance of technology such as wearables and their companion mobile health (mHealth) apps. However, owing to limitations in design and evaluation, interactive wearables and mHealth apps have often been restricted from their full potential. OBJECTIVE This study aims to identify studies that have incorporated wearable devices and determine their frequency of use in conjunction with mHealth apps or their combination. Specifically, this study aims to understand the attributes and evaluation techniques used to evaluate usability in the health care domain for these technologies and their combinations. METHODS We conducted an extensive search across 4 electronic databases, spanning the last 30 years up to December 2021. Studies including the keywords "wearable devices," "mobile apps," "mHealth apps," "physiological data," "usability," "user experience," and "user evaluation" were considered for inclusion. A team of 5 reviewers screened the collected publications and charted the features based on the research questions. Subsequently, we categorized these characteristics following existing usability and wearable taxonomies. We applied a methodological framework for scoping reviews and the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist. RESULTS A total of 382 reports were identified from the search strategy, and 68 articles were included. Most of the studies (57/68, 84%) involved the simultaneous use of wearables and connected mobile apps. Wrist-worn commercial consumer devices such as wristbands were the most prevalent, accounting for 66% (45/68) of the wearables identified in our review. Approximately half of the data from the medical domain (32/68, 47%) focused on studies involving participants with chronic illnesses or disorders. Overall, 29 usability attributes were identified, and 5 attributes were frequently used for evaluation: satisfaction (34/68, 50%), ease of use (27/68, 40%), user experience (16/68, 24%), perceived usefulness (18/68, 26%), and effectiveness (15/68, 22%). Only 10% (7/68) of the studies used a user- or human-centered design paradigm for usability evaluation. CONCLUSIONS Our scoping review identified the types and categories of wearable devices and mHealth apps, their frequency of use in studies, and their implementation in the medical context. In addition, we examined the usability evaluation of these technologies: methods, attributes, and frameworks. Within the array of available wearables and mHealth apps, health care providers encounter the challenge of selecting devices and companion apps that are effective, user-friendly, and compatible with user interactions. The current gap in usability and user experience in health care research limits our understanding of the strengths and limitations of wearable technologies and their companion apps. Additional research is necessary to overcome these limitations.
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Affiliation(s)
- Preetha Moorthy
- Department of Biomedical Informatics, Center for Preventive Medicine and Digital Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Lina Weinert
- Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany
- Section for Oral Health, Heidelberg Institute of Global Health, Heidelberg University Hospital, Heidelberg, Germany
| | - Christina Schüttler
- Medical Center for Information and Communication Technology, University Hospital Erlangen, Erlangen, Germany
| | - Laura Svensson
- Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany
| | - Brita Sedlmayr
- Institute for Medical Informatics and Biometry, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Julia Müller
- Institute of Medical Informatics, Heidelberg University Hospital, Heidelberg, Germany
| | - Till Nagel
- Human Data Interaction Lab, Mannheim University of Applied Sciences, Mannheim, Germany
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Fanning J, Brooks AK, Irby MB, N’Dah KW, Rejeski WJ. Associations Between Patterns of Daily Stepping Behavior, Health-Related Quality of Life, and Pain Symptoms Among Older Adults with Chronic Pain: A Secondary Analysis of Two Randomized Controlled Trials. Clin Interv Aging 2024; 19:459-470. [PMID: 38500497 PMCID: PMC10946442 DOI: 10.2147/cia.s453336] [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: 12/05/2023] [Accepted: 03/09/2024] [Indexed: 03/20/2024] Open
Abstract
Purpose One's amount, intensity, and distribution of physical activity may have implications for whether it has positive or negative effects on pain and quality of life for older adults living with chronic pain. Thus, we investigated baseline patterns of stepping related to pain symptoms and health-related quality of life at baseline and over a 12-week follow-up period. Patients and Methods Participants were low-active older adults (69.54±6.74 years) with obesity and chronic pain who enrolled in one of two randomized controlled trials. Participants completed measures of pain intensity, interference, and health-related quality of life and wore an accelerometer for 7 days at baseline and week 12. Functional principal components analysis identified patterns of within-day stepping behavior at baseline, and linear regressions were used to investigate how these component scores related to pain and health-related quality of life at baseline and over 12 weeks. Results Two patterns were extracted; one describing more vs less stepping and the second capturing movement later vs earlier in the day. More baseline stepping was associated with better physical functioning (B=0.148, p<0.001) and energy (B=0.073, p=0.033), while a later start in the day was associated with worse social functioning (B=-0.193, p=0.031). More stepping at baseline predicted positive changes in physical functioning (B=0.094, p=0.019), emotional role limitations (B=0.132, p=0.049), energy (B=0.112, p<0.001), social functioning (B=0.086, p=0.043), pain (B=0.086, p=0.009), general health (B=0.081, p=0.003) and pain intensity (B=-0.039, p=0.003). A later start to the day was associated with worsening physical functioning (B=-0.229, p<0.001), physical (B=-0.282, p=0.047) and emotional role limitations (B=-0.254, p=0.048), general health (B=-0.108, p=0.041), and pain interference (B=0.055, p=0.043). Conclusion Findings suggest there is value in activity patterns as an indicator for additional behavioral intervention, as those who move little and/or delay daily movement are likely to experience subsequent decrements in quality of life and pain symptoms.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, USA
| | - Amber Keller Brooks
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Megan Bennett Irby
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, USA
| | - Kindia Williams N’Dah
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, USA
| | - W Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, USA
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11
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Lam N, Green J, Hallas S, Forster A, Crocker TF, Andre D, Ellwood A, Clegg A, Brown L. Mapping review of pain management programmes and psychological therapies for community-dwelling older people living with pain. Eur Geriatr Med 2024; 15:33-45. [PMID: 37853269 PMCID: PMC10876761 DOI: 10.1007/s41999-023-00871-1] [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: 06/30/2023] [Accepted: 09/19/2023] [Indexed: 10/20/2023]
Abstract
PURPOSE Persistent pain is common in older people and people living with frailty. Pain or the impact of pain on everyday life is potentially modifiable. We sought to map research evidence and information from randomised controlled trials (RCTs) of pain management programmes and psychological therapies targeting community-dwelling older people, and explore appropriate strategies and interventions for managing or reducing the negative impact of pain for older people, particularly those with frailty. METHOD A mapping review of pain management programmes and psychological therapies for community-dwelling older people living with chronic pain. We searched for systematic reviews of randomised controlled trials and for individual randomised controlled trials and extracted data from eligible studies. RESULTS Searches resulted in 3419 systematic review records and 746 RCT records from which there were 33 eligible interventions identified in 31 eligible RCTs (48 reports). Broad aims of the interventions were to: improve physical, psychological, or social functioning; adjust the effects or sensation of pain psychologically; enhance self-care with self-management skills or knowledge. Common mechanisms of change proposed were self-efficacy enhanced by self-management tasks and skills, using positive psychological skills or refocusing attention to improve responses to pain, and practising physical exercises to improve physiological well-being and reduce restrictions from pain. Content of interventions included: skills training and activity management, education, and physical exercise. Interventions were delivered in person or remotely to individuals or in groups, typically in 1-2 sessions weekly over 5-12 weeks. CONCLUSION All the evaluated interventions appeared to show potential to provide some benefits to older people. None of the included studies assessed frailty. However, some of the included interventions appear appropriate for community-dwelling older people living with both frailty and pain.
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Affiliation(s)
- Natalie Lam
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
- Department of Health Sciences, University of York, York, UK
| | - John Green
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
| | - Sarah Hallas
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
| | - Anne Forster
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
- University of Leeds, Leeds, UK
| | - Thomas F Crocker
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK.
- University of Leeds, Leeds, UK.
| | | | - Alison Ellwood
- Born in Bradford, Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Andrew Clegg
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
- University of Leeds, Leeds, UK
| | - Lesley Brown
- Academic Unit for Ageing and Stroke Research (University of Leeds), Bradford Institute for Health Research, Bradford Royal Infirmary, Bradford Teaching Hospitals NHS Foundation Trust, Duckworth Lane, Bradford, BD9 6RJ, UK
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12
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Pfledderer CD, von Klinggraeff L, Burkart S, da Silva Bandeira A, Lubans DR, Jago R, Okely AD, van Sluijs EM, Ioannidis JP, Thrasher JF, Li X, Beets MW. Expert Perspectives on Pilot and Feasibility Studies: A Delphi Study and Consolidation of Considerations for Behavioral Interventions. RESEARCH SQUARE 2023:rs.3.rs-3370077. [PMID: 38168263 PMCID: PMC10760234 DOI: 10.21203/rs.3.rs-3370077/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Background In the behavioral sciences, conducting pilot and/or feasibility studies (PFS) is a key step that provides essential information used to inform the design, conduct, and implementation of a larger-scale trial. There are more than 160 published guidelines, reporting checklists, frameworks, and recommendations related to PFS. All of these publications offer some form of guidance on PFS, but many focus on one or a few topics. This makes it difficult for researchers wanting to gain a broader understanding of all the relevant and important aspects of PFS and requires them to seek out multiple sources of information, which increases the risk of missing key considerations to incorporate into their PFS. The purpose of this study was to develop a consolidated set of considerations for the design, conduct, implementation, and reporting of PFS for interventions conducted in the behavioral sciences. Methods To develop this consolidation, we undertook a review of the published guidance on PFS in combination with expert consensus (via a Delphi study) from the authors who wrote such guidance to inform the identified considerations. A total of 161 PFS-related guidelines, checklists, frameworks, and recommendations were identified via a review of recently published behavioral intervention PFS and backward/forward citation tracking of well-know PFS literature (e.g., CONSORT Ext. for PFS). Authors of all 161 PFS publications were invited to complete a three-round Delphi survey, which was used to guide the creation of a consolidated list of considerations to guide the design, conduct, and reporting of PFS conducted by researchers in the behavioral sciences. Results A total of 496 authors were invited to take part in the Delphi survey, 50 (10.1%) of which completed all three rounds, representing 60 (37.3%) of the 161 identified PFS-related guidelines, checklists, frameworks, and recommendations. A set of twenty considerations, broadly categorized into six themes (Intervention Design, Study Design, Conduct of Trial, Implementation of Intervention, Statistical Analysis and Reporting) were generated from a review of the 161 PFS-related publications as well as a synthesis of feedback from the three-round Delphi process. These 20 considerations are presented alongside a supporting narrative for each consideration as well as a crosswalk of all 161 publications aligned with each consideration for further reading. Conclusion We leveraged expert opinion from researchers who have published PFS-related guidelines, checklists, frameworks, and recommendations on a wide range of topics and distilled this knowledge into a valuable and universal resource for researchers conducting PFS. Researchers may use these considerations alongside the previously published literature to guide decisions about all aspects of PFS, with the hope of creating and disseminating interventions with broad public health impact.
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Affiliation(s)
| | | | - Sarah Burkart
- University of South Carolina Arnold School of Public Health
| | | | | | - Russ Jago
- University of Bristol Population Health Sciences
| | | | | | | | | | - Xiaoming Li
- University of South Carolina Arnold School of Public Health
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13
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Fanning J, Brooks AK, Robison JT, Irby MB, Ford S, N’Dah K, Rejeski WJ. Associations between patterns of physical activity, pain intensity, and interference among older adults with chronic pain: a secondary analysis of two randomized controlled trials. FRONTIERS IN AGING 2023; 4:1216942. [PMID: 37564194 PMCID: PMC10411520 DOI: 10.3389/fragi.2023.1216942] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/10/2023] [Indexed: 08/12/2023]
Abstract
Background: Clinical management of chronic pain often includes recommendations to engage in physical activity (PA), though there are little data on the interplay between pain symptoms and key aspects of PA participation (e.g., intensity and bout duration) among older adults. Herein we investigate the longitudinal relationships between changes in PA behavior and changes in pain intensity and interference among low-active older adults with obesity and chronic pain. Methods: Participants (N = 41) were enrolled in two randomized pilot trials wherein they were assigned to an intervention focused on participation in frequent PA across the day, or to a low-contact control. Participants completed the 3-item PROMIS pain intensity scale and 8-item PROMIS pain interference scale before and after the interventions. Participants also wore an ActivPAL accelerometer for 7 days before and during the final week of the interventions. Results: A series of linear regression analyses demonstrated that increased time spent stepping at a high-light intensity in very short bouts was associated with increased pain intensity scores. By contrast, increased time spent stepping at a high-light intensity in bouts of 5-20 min was associated with reductions in pain intensity and interference scores. Increased time spent stepping at a moderate intensity overall was associated with reduced pain intensity scores, and time spent stepping at a moderate intensity for 10-20 min associated with reduced pain interference. Conclusion: These findings suggest older adults with chronic pain may benefit by moving at high-light or moderate intensities in brief bouts of at least 5 min in duration.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Amber K. Brooks
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston-Salem, NC, United States
| | - Justin T. Robison
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Megan B. Irby
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Sherri Ford
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Kindia N’Dah
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - W. Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
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14
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Sithole BR, Pappas Y, Randhawa G. eHealth in obesity care. Clin Med (Lond) 2023; 23:347-352. [PMID: 38614648 PMCID: PMC10541052 DOI: 10.7861/clinmed.2023-0145] [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] [Indexed: 08/02/2023]
Abstract
Obesity in adults is a growing health concern. Although effective, current treatment options have not been able to overcome the various factors that contribute toward rising obesity rates. eHealth might hold the capacity to improve the effectiveness, delivery and flexibility of some of these treatments. Here, we show that eHealth lifestyle change interventions delivered through smartphones (mHealth) can facilitate significant weight loss, making mHealth an attractive adjunct to clinical obesity care. However, evidence is currently limited to short-term effects, and is also lacking with regards to effectiveness based on socioeconomic status and ethnic group. This raises concerns around the potential and inadvertent widening of obesity prevalence disparities between groups as mHealth lifestyle change interventions are increasingly used in obesity care. Thus, we also describe opportunities to address these concerns and gaps in evidence.
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Affiliation(s)
| | - Yannis Pappas
- Institute for Health Research, University of Bedfordshire, Luton, UK
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15
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Shade M, Kovaleva M, Harp K, Martin-Hammond A. Older Adults' Pain Outcomes After mHealth Interventions: Scoping Review. JMIR Aging 2023; 6:e46976. [PMID: 37256667 PMCID: PMC10267779 DOI: 10.2196/46976] [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: 03/04/2023] [Revised: 04/19/2023] [Accepted: 04/19/2023] [Indexed: 06/01/2023] Open
Abstract
BACKGROUND Pain is prevalent and poorly managed in older adults. Although pain self-management strategies are helpful, adoption and access are limited; thus, technology provides an opportunity for intervention delivery. Mobile health (mHealth) is feasible to use in older adults; however, we have yet to understand the effect of mHealth pain self-management interventions on pain outcomes in older adults. OBJECTIVE The purpose of this scoping review is to examine the characteristics of mHealth interventions and their efficacy on pain outcomes in older adults with musculoskeletal pain. METHODS With the assistance of a medical librarian, keywords and subject headings were generated, including but not limited to mobile health application, mHealth, digital, pain, pain management, and older. A search was conducted for papers in journal databases, including PubMed, Embase, CINAHL, Scopus, and IEEE Xplore, between 2000 and 2022. Papers were screened according to predetermined inclusion and exclusion criteria, and reference lists were reviewed for additional paper inclusion. Three authors appraised the methodology of papers independently, then collaboratively to synthesize the evidence. RESULTS Six publications were included in the scoping review. The design and methodology ranged widely from pilot studies to a comparative effectiveness trial. Older participants in the studies reported a variety of musculoskeletal conditions. Delivery of the mHealth pain self-management interventions incorporated mobile devices, such as a smartphone or tablet. Most mHealth-delivered interventions were multicomponent and incorporated elements of in-person and telephone access to an interventionist. The findings suggested mHealth interventions may reduce pain intensity; however, pain interference and other pain-related conditions did not have a statistically significant reduction. CONCLUSIONS Research that has explored mHealth for pain self-management is beginning to move beyond feasibility. The few experimental studies conducted in older adults are heterogeneous, and the interventions are mostly multicomponent. It is premature to conclude the interventions' significant effect on pain or pain-related symptoms. As technology continues to integrate into health care, more experimental research is warranted to examine the efficacy of mHealth interventions on a variety of pain outcomes in older adults.
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Affiliation(s)
- Marcia Shade
- College of Nursing, University of Nebraska Medical Center, Omaha, NE, United States
| | - Mariya Kovaleva
- College of Nursing, University of Nebraska Medical Center, Omaha, NE, United States
| | - Kimberly Harp
- College of Nursing, University of Nebraska Medical Center, Omaha, NE, United States
| | - Aqueasha Martin-Hammond
- Luddy School of Informatics, Computing, and Engineering, Indiana University-Purdue University, Indianapolis, IN, United States
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16
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Fanning J, Brooks AK, Ford S, Robison JT, Irby MB, Rejeski WJ. A remote group-mediated daylong physical activity intervention for older adults with chronic pain: Results of the MORPH-II randomized pilot trial. Front Digit Health 2022; 4:1040867. [PMID: 36405417 PMCID: PMC9666366 DOI: 10.3389/fdgth.2022.1040867] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/14/2022] [Indexed: 01/24/2023] Open
Abstract
Chronic pain is a debilitating condition that affects many older adults who often have limited access to non-pharmacological pain management strategies. One potentially effective and novel lifestyle medicine for chronic pain involves increasing physical activity through frequent movement across the day, thereby also decreasing the presence of extended sedentary bouts. The MORPH-II pilot randomized controlled refinement trial iterated on the MORPH trial, which was a first-of-its-kind group-mediated daylong physical activity (DPA) intervention for older adults with chronic pain rooted in social cognitive and self-determination theories and supported by an mHealth toolset designed to foster social connection and awareness of physical activity patterns. MORPH-II was delivered fully remotely via videoconference software and supported by a technology kit comprising an iPad, activity monitor, and wireless weight scale. It was also implemented a refined coaching model designed to help participants better understand their own patterns of activity. A total of 44 participants were randomized to receive the 12-week group-mediated DPA intervention or to a low-contact control. Qualitative interviews suggest the program was well-received by participants and that participants developed an understanding of how patterns of physical activity related to their pain symptoms. Participants also highlighted several additional areas for refinement related to the coaching model and feedback provided within the mHealth app. Analyses of covariance, controlling for baseline values, revealed a small effect (η 2 = 0.01) on pain intensity favoring the intervention condition, though both groups improved during the study period. There was a large effect favoring the intervention condition on ActivPAL-assessed average daily steps (η 2 = 0.23) and postural shifts (η 2 = 0.24). Control participants spent less time in short sedentary bouts (η 2 = 0.09), and there was a small effect (η 2 = 0.02) indicating intervention participants spent less time in extended sedentary bouts. Finally, relative to control, intervention participants demonstrated a moderate improvement in autonomy satisfaction (η 2 = 0.05), relatedness frustration (η 2 = 0.05), and competence frustration (η 2 = 0.06), and a large magnitude improvement in competence satisfaction (η 2 = 0.22). These findings indicate that the MORPH-II intervention was feasible and acceptable, and may positively impact steps, postural breaks, and several key domains of basic psychological needs detailed in self-determination theory.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC, United States
| | - Amber K. Brooks
- Department of Anesthesiology, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Sherri Ford
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC, United States
| | - Justin T. Robison
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC, United States
| | - Megan B. Irby
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC, United States
| | - W. Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston Salem, NC, United States
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17
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Galicia Ernst I, Torbahn G, Schwingshackl L, Knüttel H, Kob R, Kemmler W, Sieber CC, Batsis JA, Villareal DT, Stroebele-Benschop N, Visser M, Volkert D, Kiesswetter E, Schoene D. Outcomes addressed in randomized controlled lifestyle intervention trials in community-dwelling older people with (sarcopenic) obesity-An evidence map. Obes Rev 2022; 23:e13497. [PMID: 35891613 DOI: 10.1111/obr.13497] [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: 03/14/2022] [Revised: 06/27/2022] [Accepted: 06/28/2022] [Indexed: 12/24/2022]
Abstract
Obesity and sarcopenic obesity (SO) are characterized by excess body fat with or without low muscle mass affecting bio-psycho-social health, functioning, and subsequently quality of life in older adults. We mapped outcomes addressed in randomized controlled trials (RCTs) on lifestyle interventions in community-dwelling older people with (sarcopenic) obesity. Systematic searches in Medline, Embase, Cochrane Central, CINAHL, PsycInfo, Web of Science were conducted. Two reviewers independently performed screening and extracted data on outcomes, outcome domains, assessment methods, units, and measurement time. A bubble chart and heat maps were generated to visually display results. Fifty-four RCTs (7 in SO) reporting 464 outcomes in the outcome domains: physical function (n = 42), body composition/anthropometry (n = 120), biomarkers (n = 190), physiological (n = 30), psychological (n = 47), quality of life (n = 14), pain (n = 4), sleep (n = 2), medications (n = 3), and risk of adverse health events (n = 5) were included. Heterogeneity in terms of outcome definition, assessment methods, measurement units, and measurement times was found. Psychological and quality of life domains were investigated in a minority of studies. There is almost no information beyond 52 weeks. This evidence map is the first step of a harmonization process to improve comparability of RCTs in older people with (sarcopenic) obesity and facilitate the derivation of evidence-based clinical decisions.
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Affiliation(s)
- Isabel Galicia Ernst
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | - Gabriel Torbahn
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany.,Department of Pediatrics, Paracelsus Medical University, Klinikum Nürnberg, Universitätsklinik der Paracelsus Medizinischen Privatuniversität Nürnberg, Nuremberg, Germany
| | - Lukas Schwingshackl
- Institute for Evidence in Medicine, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Helge Knüttel
- University Library, University of Regensburg, Regensburg, Germany
| | - Robert Kob
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | - Wolfgang Kemmler
- Institute of Medical Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.,Institute of Radiology, University Hospital Erlangen, Erlangen, Germany
| | - Cornel C Sieber
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany.,Department of Medicine, Kantonsspital Winterthur, Winterthur, Switzerland
| | - John A Batsis
- Division of Geriatric Medicine, School of Medicine and Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Dennis T Villareal
- Division of Endocrinology, Diabetes and Metabolism, Baylor College of Medicine, Houston, Texas, USA
| | - Nanette Stroebele-Benschop
- Department of Nutritional Psychology, Institute of Nutritional Medicine, University of Hohenheim, Stuttgart, Germany
| | - Marjolein Visser
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Dorothee Volkert
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany
| | - Eva Kiesswetter
- Institute for Biomedicine of Aging, Friedrich-Alexander-Universität Erlangen-Nürnberg, Nuremberg, Germany.,Institute for Evidence in Medicine, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Daniel Schoene
- Institute of Medical Physics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.,Institute for Exercise and Public Health, University of Leipzig, Leipzig, Germany
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Focht BC, Rejeski WJ, Hackshaw K, Ambrosius WT, Groessl E, Chaplow ZL, DeScenza VR, Bowman J, Fairman CM, Nesbit B, Dispennette K, Zhang X, Fowler M, Haynam M, Hohn S. The Collaborative Lifestyle Intervention Program in Knee Osteoarthritis Patients (CLIP-OA) trial: Design and methods. Contemp Clin Trials 2022; 115:106730. [PMID: 35283261 PMCID: PMC9426348 DOI: 10.1016/j.cct.2022.106730] [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: 11/19/2021] [Revised: 03/05/2022] [Accepted: 03/07/2022] [Indexed: 11/03/2022]
Abstract
Being overweight or obese is a primary modifiable risk factor that exacerbates disease progression and mobility disability in older knee osteoarthritis (OA) patients. Lifestyle interventions combining exercise with dietary weight loss (EX+DWL) yield meaningful improvements in mobility and weight loss that are superior to EX or DWL alone. Unfortunately, community access to practical, sustainable weight management interventions remains limited and places knee OA patients at increased risk of mobility disability. The Collaborative Lifestyle Intervention Program in Knee Osteoarthritis patients (CLIP-OA), was a two-arm, 18 month randomized-controlled, comparative effectiveness trial designed to contrast the effects of an evidence-based, theory-driven EX+DWL intervention, personalized to patient needs and delivered by our community partners, with those of the Arthritis Foundation's Walk With Ease (WWE) standard of care self-management program in the treatment of knee OA patients with overweight or obesity. The primary outcome of the CLIP-OA trial was mobility performance assessed using the 400-m walk test (400MWT). Secondary outcomes included weight loss, pain, select quality of life and social cognitive variables, and cost-effectiveness of intervention delivery. Findings from the CLIP-OA trial will determine the comparative and cost-effectiveness of the EX+DWL and WWE interventions on key clinical outcomes and has the potential to offer a sustainable medium for intervention delivery that can promote widely accessible weight management among knee OA patients with overweight or obesity. Trial Registration: NCT02835326.
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Affiliation(s)
- Brian C Focht
- Kinesiology, Department of Human Sciences, The Ohio State University, USA.
| | - W Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, USA
| | - Kevin Hackshaw
- Department of Internal Medicine, University of Texas - Austin, USA
| | - Walter T Ambrosius
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, USA
| | - Erik Groessl
- Health Services Research Center, Herbert Wertheim School of Public Health University of California San Diego, USA
| | - Zachary L Chaplow
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
| | | | - Jessica Bowman
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
| | - Ciaran M Fairman
- Exercise Science Department, Arnold School of Public Health, University of South Carolina, USA
| | - Beverly Nesbit
- Department of Health and Exercise Science, Wake Forest University, USA
| | | | - Xiaochen Zhang
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
| | - Marissa Fowler
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
| | - Marcy Haynam
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
| | - Stephanie Hohn
- Kinesiology, Department of Human Sciences, The Ohio State University, USA
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19
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Fanning J, Brooks AK, Hsieh KL, Kershner K, Furlipa J, Nicklas BJ, Rejeski WJ. The Effects of a Pain Management-Focused Mobile Health Behavior Intervention on Older Adults' Self-efficacy, Satisfaction with Functioning, and Quality of Life: a Randomized Pilot Trial. Int J Behav Med 2022; 29:240-246. [PMID: 34018138 PMCID: PMC8136759 DOI: 10.1007/s12529-021-10003-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/14/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND This report investigates the impact of a remote physical activity intervention on self-efficacy, satisfaction with functioning, and health-related quality of life (HRQOL) as assessed by the SF-36 in obese older adults with chronic pain. The intervention was group-mediated in nature and based in social cognitive theory and mindfulness-based relapse prevention. METHODS Participants (N = 28; 70.21 ± 5.22 years) were randomly assigned to receive either the active intervention, which focused on reducing caloric intake and increasing steps across the day or to a waitlist control condition. RESULTS Over 12 weeks, intervention participants reported a moderate, positive improvement in self-efficacy for walking relative to control. They also reported large magnitude improvements in satisfaction for physical functioning as well as improvements on pain and the physical functioning subscales of the SF-36. CONCLUSIONS These findings expand on previous research showing similar effects in response to structured exercise, this time via a protocol that is likely to be scalable and sustainable for many older adults. Additional work on larger and more diverse samples is warranted.
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Affiliation(s)
- J Fanning
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA.
| | - A K Brooks
- Department of Anesthesiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - K L Hsieh
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA
| | - K Kershner
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA
| | - J Furlipa
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA
| | - B J Nicklas
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - W J Rejeski
- Department of Health and Exercise Sciences, Wake Forest University, Winston-Salem, NC, USA
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20
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Fanning J, Rejeski WJ, Leng I, Barnett C, Lovato JF, Lyles MF, Nicklas BJ. Intervening on exercise and daylong movement for weight loss maintenance in older adults: A randomized, clinical trial. Obesity (Silver Spring) 2022; 30:85-95. [PMID: 34932885 PMCID: PMC8711609 DOI: 10.1002/oby.23318] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 09/20/2021] [Accepted: 09/21/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE This study aimed to determine the impact of dietary weight loss (WL) plus aerobic exercise (EX) and a "move more, more often" approach to activity promotion (SitLess; SL) on WL and maintenance. METHODS Low-active older adults (age 65-86 years) with obesity were randomized to WL+EX, WL+SL, or WL+EX+SL. Participants received a social-cognitive group-mediated behavioral WL program for 6 months, followed by a 12-month maintenance period. EX participants received guided walking exercise with the goal of walking 150 min/wk. SL attempted to achieve a step goal by moving frequently during the day. The primary outcome was body weight at 18 months, with secondary outcomes including weight regain from 6 to 18 months and objectively assessed physical activity and sedentary behavior at each time point. RESULTS All groups demonstrated significant WL over 6 months (p < 0.001), with no group differences. Groups that received SL improved total activity time (p ≤ 0.05), and those who received EX improved moderate-to-vigorous activity time (p = 0.003). Over the 12-month follow-up period, those who received WL+EX demonstrated greater weight regain (5.2 kg; 95% CI: 3.5-6.9) relative to WL+SL (2.4 kg; 95% CI: 0.8-4.0). CONCLUSIONS Pairing dietary WL with a recommendation to accumulate physical activity contributed to similar WL and less weight regain compared with traditional aerobic exercise.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina, USA
| | - W Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Iris Leng
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Cheyenne Barnett
- Department of Internal Medicine, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - James F Lovato
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Mary F Lyles
- Department of Internal Medicine, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Barbara J Nicklas
- Department of Internal Medicine, Wake Forest School of Medicine, Wake Forest University, Winston-Salem, North Carolina, USA
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21
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Fanning J, Nicklas BJ, Rejeski WJ. Intervening on physical activity and sedentary behavior in older adults. Exp Gerontol 2021; 157:111634. [PMID: 34826574 DOI: 10.1016/j.exger.2021.111634] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 10/21/2021] [Accepted: 11/16/2021] [Indexed: 11/29/2022]
Abstract
Participating in sufficient levels of physical activity is important for sustaining health and quality of life across the age span. The United States Physical Activity Guidelines recommend individuals of all ages "move more, more often" by frequently engaging in aerobic activity while avoiding prolonged bouts of sitting. This is indicative of a slow shift in focus in the study of active aging that has occurred in the last two decades. Historically, researchers interested in the influence of physical activity on older adults' health and quality of life focused on discrete sustained bouts of intense activity (i.e., structured exercise). More recently the widespread usage of accelerometers contributed to a large body of evidence demonstrating that long periods spent sedentary were associated with a host of negative health outcomes ranging from poorer cardiometabolic health to poorer physical functioning and elevated risk of death. These findings often persisted when controlling for time spent in higher-intensity physical activity, spurring separate fields of intervention research concerned with promoting exercise or reducing sedentary time. Novel data emerging in recent years on the importance of an individual's overall activity profile (i.e., amount and patterning of light and moderate-to-vigorous activity) has driven yet another shift in focus toward interventions focused explicitly on movement profiles. In this narrative review, we discuss the evolution of thought regarding older adults' physical activity behaviors. We highlight successes and challenges in first promoting structured and prolonged exercise, later in targeting sedentary behavior, and most recently in attempting to intervene on activity profiles. We end our review by highlighting current gaps in research and important future directions.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Worrell Professional Center 2164B, Winston-Salem, NC 27109, USA.
| | - Barbara J Nicklas
- Department of Internal Medicine Section of Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Medical Center Blvd, Winston-Salem, NC 27157, USA.
| | - W Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Worrell Professional Center 2164B, Winston-Salem, NC 27109, USA.
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Fanning J, Brooks AK, Hsieh KL, Kershner K, Furlipa J, Nicklas BJ, Rejeski WJ. Building on Lessons Learned in a Mobile Intervention to Reduce Pain and Improve Health (MORPH): Protocol for the MORPH-II Trial. JMIR Res Protoc 2021; 10:e29013. [PMID: 34279241 PMCID: PMC8329761 DOI: 10.2196/29013] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Engaging in sufficient levels of physical activity, guarding against sustained sitting, and maintaining a healthy body weight represent important lifestyle strategies for managing older adults' chronic pain. Our first Mobile Health Intervention to Reduce Pain and Improve Health (MORPH) randomized pilot study demonstrated that a partially remote group-mediated diet and daylong activity intervention (ie, a focus on moving often throughout the day) can lead to improved physical function, weight loss, less pain intensity, and fewer minutes of sedentary time. We also identified unique delivery challenges that limited the program's scalability and potential efficacy. OBJECTIVE The purpose of the MORPH-II randomized pilot study is to refine the MORPH intervention package based on feedback from MORPH and evaluate the feasibility, acceptability, and preliminary efficacy of this revised package prior to conducting a larger clinical trial. METHODS The MORPH-II study is an iteration on MORPH designed to pilot a refined framework, enhance scalability through fully remote delivery, and increase uptake of the daylong movement protocol through revised education content and additional personalized remote coaching. Older, obese, and low-active adults with chronic multisite pain (n=30) will be randomly assigned to receive a 12-week remote group-mediated physical activity and dietary weight loss intervention followed by a 12-week maintenance period or a control condition. Those in the intervention condition will partake in weekly social cognitive theory-based group meetings via teleconference software plus one-on-one support calls on a tapered schedule. They will also engage with a tablet application paired with a wearable activity monitor and smart scale designed to provide ongoing social and behavioral support throughout the week. Those in the control group will receive only the self-monitoring tools. RESULTS Recruitment is ongoing as of January 2021. CONCLUSIONS Findings from MORPH-II will help guide other researchers working to intervene on sedentary behavior through frequent movement in older adults with chronic pain. TRIAL REGISTRATION ClinicalTrials.gov NCT04655001; https://clinicaltrials.gov/ct2/show/NCT04655001. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/29013.
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Affiliation(s)
- Jason Fanning
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Amber K Brooks
- Wake Forest School of Medicine, Winston-Salem, NC, United States
| | | | - Kyle Kershner
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | - Joy Furlipa
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
| | | | - W Jack Rejeski
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, NC, United States
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