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Zhang P, Tao X, Ma Y, Zhang Y, Ma X, Song H, Liu Y, Patel A, Jan S, Peiris D. Improving the management of type 2 diabetes in China using a multifaceted digital health intervention in primary health care: the SMARTDiabetes cluster randomised controlled trial. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2024; 49:101130. [PMID: 39056088 PMCID: PMC11269311 DOI: 10.1016/j.lanwpc.2024.101130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 05/23/2024] [Accepted: 06/16/2024] [Indexed: 07/28/2024]
Abstract
Background There is limited evidence, mainly from high-income countries, that digital health interventions improve type 2 diabetes (T2DM) care. Large-scale implementation studies are lacking. Methods A multifaceted digital health intervention comprising: (1) a self-management application ('app') for patients and lay 'family health promotors' (FHPs); and (2) clinical decision support for primary care doctors was evaluated in an open-label, parallel, cluster randomized controlled trial in 80 communities (serviced by a primary care facility for >1000 residents) in Hebei Province, China. People >40 years with T2DM and a glycated haemoglobin (HbA1c) ≥7% were recruited (∼25/community). After baseline assessment, community clusters were randomly assigned to intervention or control groups (1:1) via a web-based system, stratified by locality (rural/urban). Control arm clusters received usual care without access to the digital health application or family health promoters. The primary outcome was at the participant level defined as the proportion with ≥2 "ABC" risk factor targets achieved (HbA1c < 7.0%, blood pressure < 140/80 mmHg and LDL-cholesterol < 2.6 mmol/L) at 24 months. Findings A total of 2072 people were recruited from the 80 community clusters (40 urban and 40 rural), with 1872 (90.3%) assessed at 24 months. In the intervention arm, patients used FHPs for support more in rural than urban communities (252 (48.6%) rural vs 92 (21.5%) urban, p < 0.0001). The mean monthly proportion of active app users was 46.4% (SD 7.8%) with no significant difference between urban and rural usage rates. The intervention was associated with improved ABC control rates (339 [35.9%] intervention vs 276 [29.9%] usual care; RR 1.20, 95% CI 1.02-1.40; p = 0.025), with significant heterogeneity by geography (rural 220 [42.6%] vs 158 [31.0%]; urban 119 [27.9%] vs 118 [28.6%]; p = 0.022 for interaction). Risk factor reductions were mainly driven by improved glycaemic control (mean HbA1C difference -0.33%, 95% CI -0.48 to -0.17; p = 0.00025 and mean fasting plasma glucose difference -0.58 mmol, 95% CI -0.89 to -0.27; p = 0.00013). There were no changes in blood pressure and LDL-cholesterol levels. Interpretation A multifaceted digital health intervention improved T2DM risk factor control rates, particularly in rural communities where there may be stronger relationships between patients and doctors and greater family member support. Funding National Health and Medical Research CouncilGlobal Alliance for Chronic Diseases (ID 1094712).
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Affiliation(s)
- Puhong Zhang
- The George Institute for Global Health China, UNSW, Sydney, Australia
| | - Xuanchen Tao
- The George Institute for Global Health China, UNSW, Sydney, Australia
| | - Yuxia Ma
- Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Yaosen Zhang
- Luquan Center for Disease Control and Prevention, Shijiazhuang, Hebei Province, China
| | - Xinyan Ma
- Shijiazhuang Center for Disease Control and Prevention, Shijiazhuang, Hebei, China
| | - Hongyi Song
- The George Institute for Global Health China, China
| | - Yu Liu
- Beihang University, Beijing, China
| | - Anushka Patel
- The George Institute for Global Health, UNSW Sydney, Australia
| | - Stephen Jan
- The George Institute for Global Health, UNSW Sydney, Australia
| | - David Peiris
- The George Institute for Global Health, UNSW Sydney, Australia
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van Deursen L, van der Vaart R, Chavannes NH, Aardoom JJ. What is needed for improved uptake and adoption of digital aftercare programs by cancer survivors: a mixed methods study applying the COM-B model. J Cancer Surviv 2024:10.1007/s11764-024-01635-x. [PMID: 38965131 DOI: 10.1007/s11764-024-01635-x] [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: 12/20/2023] [Accepted: 06/18/2024] [Indexed: 07/06/2024]
Abstract
INTRODUCTION Cancer survivors face physical, lifestyle, psychological, and psychosocial challenges. Despite the availability of aftercare services, survivors still have unmet needs. Digital aftercare programs may offer support, but their use is limited. This study aimed to examine what is needed to improve uptake and adoption of these programs. Additionally, it explored sociodemographic and clinical variables that may influence these needs. METHODS A mixed-methods approach was used, involving qualitative interviews and a questionnaire. The research was guided by the COM-B model of behaviour, which considers capability, opportunity, and motivation crucial for behaviour. Qualitative analysis was performed using the framework method. Statistical analyses involved descriptive statistics and regression analysis. RESULTS Fourteen cancer survivors were interviewed, and 213 participants completed the questionnaire. Findings indicated that most respondents had a positive or neutral attitude towards digital aftercare programs, believing these could address their cancer-related challenges. Still, only a small percentage had experience with them, and most were unaware of their existence. Many expressed a desire to be informed about them. Some were uncertain about their effectiveness. Others were concerned about a lack of reimbursement. No significant influence of the sociodemographic and clinical variables was found. CONCLUSION Cancer survivors are generally positive about digital aftercare programs but are often unaware of their availability. Raising awareness, clarifying their value, and providing support and reimbursement could enhance uptake and adoption. IMPLICATIONS FOR CANCER SURVIVORS The current insights can help improve participation in digital aftercare programs, ultimately fostering health, well-being, and quality of life of cancer survivors.
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Affiliation(s)
- Liza van Deursen
- Department of National Health and Health Care, Center for Public Health, Health Care and Society, National Institute for Public Health and the Environment, Antonie Van Leeuwenhoeklaan 9, 3721 MA, Bilthoven, the Netherlands.
- National eHealth Living Lab, Leiden, the Netherlands.
| | - Rosalie van der Vaart
- Department of National Health and Health Care, Center for Public Health, Health Care and Society, National Institute for Public Health and the Environment, Antonie Van Leeuwenhoeklaan 9, 3721 MA, Bilthoven, the Netherlands
- Centre of Expertise Health Innovation, The Hague University of Applied Sciences, The Hague, the Netherlands
| | - Niels H Chavannes
- National eHealth Living Lab, Leiden, the Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
| | - Jiska J Aardoom
- National eHealth Living Lab, Leiden, the Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, the Netherlands
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Sawyer C, Carney R, Hassan L, Bucci S, Sainsbury J, Lovell K, Torous J, Firth J. Digital Lifestyle Interventions for Young People With Mental Illness: A Qualitative Study Among Mental Health Care Professionals. JMIR Hum Factors 2024; 11:e53406. [PMID: 38837191 PMCID: PMC11187511 DOI: 10.2196/53406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 03/04/2024] [Accepted: 03/16/2024] [Indexed: 06/06/2024] Open
Abstract
BACKGROUND Given the physical health disparities associated with mental illness, targeted lifestyle interventions are required to reduce the risk of cardiometabolic disease. Integrating physical health early in mental health treatment among young people is essential for preventing physical comorbidities, reducing health disparities, managing medication side effects, and improving overall health outcomes. Digital technology is increasingly used to promote fitness, lifestyle, and physical health among the general population. However, using these interventions to promote physical health within mental health care requires a nuanced understanding of the factors that affect their adoption and implementation. OBJECTIVE Using a qualitative design, we explored the attitudes of mental health care professionals (MHCPs) toward digital technologies for physical health with the goal of illuminating the opportunities, development, and implementation of the effective use of digital tools for promoting healthier lifestyles in mental health care. METHODS Semistructured interviews were conducted with MHCPs (N=13) using reflexive thematic analysis to explore their experiences and perspectives on using digital health to promote physical health in youth mental health care settings. RESULTS Three overarching themes from the qualitative analysis are reported: (1) motivation will affect implementation, (2) patients' readiness and capability, and (3) reallocation of staff roles and responsibilities. The subthemes within, and supporting quotes, are described. CONCLUSIONS The use of digital means presents many opportunities for improving the provision of physical health interventions in mental health care settings. However, given the limited experience of many MHCPs with these technologies, formal training and additional support may improve the likelihood of implementation. Factors such as patient symptomatology, safety, and access to technology, as well as the readiness, acceptability, and capability of both MHCPs and patients to engage with digital tools, must also be considered. In addition, the potential benefits of data integration must be carefully weighed against the associated risks.
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Affiliation(s)
- Chelsea Sawyer
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - Rebekah Carney
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Lamiece Hassan
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - Sandra Bucci
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
| | - John Sainsbury
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Karina Lovell
- Division of Nursing, Midwifery & Social Work, University of Manchester, Manchester, United Kingdom
| | - John Torous
- Beth Israel Deaconness Medical Centre, Harvard Medical School, Boston, MA, United States
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester, United Kingdom
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Naughton F, Hope A, Siegele-Brown C, Grant K, Notley C, Colles A, West C, Mascolo C, Coleman T, Barton G, Shepstone L, Prevost T, Sutton S, Crane D, Greaves F, High J. A smoking cessation smartphone app that delivers real-time 'context aware' behavioural support: the Quit Sense feasibility RCT. PUBLIC HEALTH RESEARCH 2024; 12:1-99. [PMID: 38676391 DOI: 10.3310/kqyt5412] [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: 04/28/2024] Open
Abstract
Background During a quit attempt, cues from a smoker's environment are a major cause of brief smoking lapses, which increase the risk of relapse. Quit Sense is a theory-guided Just-In-Time Adaptive Intervention smartphone app, providing smokers with the means to learn about their environmental smoking cues and provides 'in the moment' support to help them manage these during a quit attempt. Objective To undertake a feasibility randomised controlled trial to estimate key parameters to inform a definitive randomised controlled trial of Quit Sense. Design A parallel, two-arm randomised controlled trial with a qualitative process evaluation and a 'Study Within A Trial' evaluating incentives on attrition. The research team were blind to allocation except for the study statistician, database developers and lead researcher. Participants were not blind to allocation. Setting Online with recruitment, enrolment, randomisation and data collection (excluding manual telephone follow-up) automated through the study website. Participants Smokers (323 screened, 297 eligible, 209 enrolled) recruited via online adverts on Google search, Facebook and Instagram. Interventions Participants were allocated to 'usual care' arm (n = 105; text message referral to the National Health Service SmokeFree website) or 'usual care' plus Quit Sense (n = 104), via a text message invitation to install the Quit Sense app. Main outcome measures Follow-up at 6 weeks and 6 months post enrolment was undertaken by automated text messages with an online questionnaire link and, for non-responders, by telephone. Definitive trial progression criteria were met if a priori thresholds were included in or lower than the 95% confidence interval of the estimate. Measures included health economic and outcome data completion rates (progression criterion #1 threshold: ≥ 70%), including biochemical validation rates (progression criterion #2 threshold: ≥ 70%), recruitment costs, app installation (progression criterion #3 threshold: ≥ 70%) and engagement rates (progression criterion #4 threshold: ≥ 60%), biochemically verified 6-month abstinence and hypothesised mechanisms of action and participant views of the app (qualitative). Results Self-reported smoking outcome completion rates were 77% (95% confidence interval 71% to 82%) and health economic data (resource use and quality of life) 70% (95% CI 64% to 77%) at 6 months. Return rate of viable saliva samples for abstinence verification was 39% (95% CI 24% to 54%). The per-participant recruitment cost was £19.20, which included advert (£5.82) and running costs (£13.38). In the Quit Sense arm, 75% (95% CI 67% to 83%; 78/104) installed the app and, of these, 100% set a quit date within the app and 51% engaged with it for more than 1 week. The rate of 6-month biochemically verified sustained abstinence, which we anticipated would be used as a primary outcome in a future study, was 11.5% (12/104) in the Quit Sense arm and 2.9% (3/105) in the usual care arm (estimated effect size: adjusted odds ratio = 4.57, 95% CIs 1.23 to 16.94). There was no evidence of between-arm differences in hypothesised mechanisms of action. Three out of four progression criteria were met. The Study Within A Trial analysis found a £20 versus £10 incentive did not significantly increase follow-up rates though reduced the need for manual follow-up and increased response speed. The process evaluation identified several potential pathways to abstinence for Quit Sense, factors which led to disengagement with the app, and app improvement suggestions. Limitations Biochemical validation rates were lower than anticipated and imbalanced between arms. COVID-19-related restrictions likely limited opportunities for Quit Sense to provide location tailored support. Conclusions The trial design and procedures demonstrated feasibility and evidence was generated supporting the efficacy potential of Quit Sense. Future work Progression to a definitive trial is warranted providing improved biochemical validation rates. Trial registration This trial is registered as ISRCTN12326962. Funding This award was funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme (NIHR award ref: 17/92/31) and is published in full in Public Health Research; Vol. 12, No. 4. See the NIHR Funding and Awards website for further award information.
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Affiliation(s)
- Felix Naughton
- Behavioural and Implementation Science Group, School of Health Sciences, University of East Anglia, Norwich, UK
| | - Aimie Hope
- Behavioural and Implementation Science Group, School of Health Sciences, University of East Anglia, Norwich, UK
| | - Chloë Siegele-Brown
- Department of Computer Science and Technology, University of Cambridge, Cambridge, UK
| | - Kelly Grant
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Caitlin Notley
- Addiction Research Group, Norwich Medical School, University of East Anglia, Norwich, UK
| | - Antony Colles
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Claire West
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Cecilia Mascolo
- Department of Computer Science and Technology, University of Cambridge, Cambridge, UK
| | - Tim Coleman
- Division of Primary Care, University of Nottingham, Nottingham, UK
| | - Garry Barton
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Lee Shepstone
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
| | - Toby Prevost
- Nightingale-Saunders Clinical Trials and Epidemiology Unit, Kings College London, London, UK
| | - Stephen Sutton
- Behavioural Science Group, University of Cambridge, Cambridge, UK
| | - David Crane
- Department of Behavioural Science and Health, University College London, London, UK
| | - Felix Greaves
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK
| | - Juliet High
- Norwich Clinical Trials Unit, University of East Anglia, Norwich, UK
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Park SY, Yourell J, McAlister KL, Huberty J. Exploring Generation Z and Young Millennials' Perspectives of a Spiritual Self-Care App and Their Spiritual Identity (Skylight): Qualitative Semistructured Interview Study. JMIR Form Res 2023; 7:e54284. [PMID: 38064199 PMCID: PMC10784987 DOI: 10.2196/54284] [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: 11/03/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND Generation Z and young millennials (ages 18-35 years), collectively referred to as GenZennials, are connected to technology and the internet like no other generation before them. This has mental health implications, such as increased rates of anxiety and stress. Recent research has shown that app-based mental health interventions can be useful to address such mental health concerns. However, spirituality is an untapped resource, especially since GenZennials largely identify as spiritual and already integrate spiritual practices into their self-care. OBJECTIVE There were four objectives to this study: (1) comprehensively explore reasons why GenZennials use a spiritual self-care app (ie, Skylight; Radiant Foundation), (2) understand how GenZennials identify spiritually, (3) understand the app's relevance to GenZennials, and (4) gather feedback and suggestions to improve the app. METHODS Semistructured interviews were conducted with 23 GenZennials (ages 18-35 years; mean 28.7, SD 5.0 years; n=20, 87% female) who used the Skylight app. Interviews were 30 to 60 minutes and conducted on Zoom. Thematic analysis was used to analyze interviews. RESULTS Five major categories emerged from the analysis, each encompassing one to several themes: (1) reasons for using the Skylight app, (2) content favorites, (3) defining spiritual identity, (4) relevance to GenZennials, and (5) overall improvement recommendations. Participants used the app for various reasons including to relax, escape, or ground themselves; improve mood; and enhance overall health and wellness. Participants also cited the app's variety of content offerings and its free accessibility as their primary reasons for using it. Most participants identified themselves as solely spiritual (8/23/35%) among the options provided (ie, spiritual or religious or both), and they appreciated the app's inclusive content. Participants felt that the app was relevant to their generation as it offered modern content (eg, spiritual self-care activities and short content). Participants recommended adding more personalization capabilities, content, and representation to the app. CONCLUSIONS This is the first study to qualitatively explore GenZennials' perspectives and the use of a spiritual self-care app. Our findings should inform the future creation and improvement of spiritual self-care apps aimed at cultivating GenZennials' spiritual and mental well-being. Future research is warranted to examine the effects of using a spiritual self-care app on GenZennial mental health.
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Affiliation(s)
- Susanna Y Park
- Skylight, Radiant Foundation, Salt Lake City, UT, United States
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Garner K, Thabrew H, Lim D, Hofman P, Jefferies C, Serlachius A. Exploring the Usability and Acceptability of a Well-Being App for Adolescents Living With Type 1 Diabetes: Qualitative Study. JMIR Pediatr Parent 2023; 6:e52364. [PMID: 38153804 PMCID: PMC10766165 DOI: 10.2196/52364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 11/01/2023] [Accepted: 11/03/2023] [Indexed: 12/30/2023] Open
Abstract
Background Adolescents living with either type 1 diabetes (T1D) or type 2 diabetes (T2D) have an increased risk of psychological disorders due to the demands of managing a chronic illness and the challenges of adolescence. Psychological disorders during adolescence increase the risk of suboptimal glycemic outcomes and may lead to serious diabetes-related complications. Research shows that digital health interventions may increase access to psychological support for adolescents and improve physical and mental health outcomes for youth with diabetes. To our knowledge, there are no evidence-based, publicly available mental health apps with a focus on improving the psychological well-being of adolescents with diabetes. Objective This study aimed to explore the acceptability and usability of our evidence-based well-being app for New Zealand adolescents, Whitu: 7 Ways in 7 Days (Whitu), to allow us to further tailor it for youth with diabetes. We interviewed adolescents with T1D and T2D, their parents, and health care professionals to explore their views on the Whitu app and suggestions for tailoring the app for adolescent with diabetes. We also explored the cultural acceptability of the Whitu app for Māori and Pacific adolescents. Methods A total of 34 participants, comprising 13 adolescents aged 12-16 years (11 with T1D and 2 with T2D), 10 parents, and 11 health care professionals, were recruited from a specialist diabetes outpatient clinic and Facebook diabetes groups. Each participant attended one 1-hour focus group on Zoom, in person, or via phone. Researchers gathered general feedback on what makes an effective and engaging app for adolescents with diabetes, as well as specific feedback about Whitu. Transcribed audio recordings of the focus groups were analyzed using directed content analysis. Results Adolescents with T1D, their parents, and health care professionals found Whitu to be acceptable and usable. Adolescents with T1D and their parents signaled a preference for more diabetes-specific content. Health care professionals expressed less awareness and trust of digital health interventions and, as such, recommended that they be used with external support. Due to challenges in recruitment and retention, we were unable to include the views of adolescents with T2D in this qualitative study. Conclusions There appears to be sufficient openness to the use of an app such as Whitu for supporting the well-being of adolescents with T1D, albeit with modifications to make its content more diabetes specific. Based on this qualitative study, we have recently developed a diabetes-specific version of Whitu (called LIFT: Thriving with Diabetes). We are also planning a qualitative study to explore the views of youth with T2D and their perspectives on the new LIFT app, where we are using alternative research approaches to recruit and engage adolescents with T2D and their families.
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Affiliation(s)
- Katie Garner
- Department of Psychological Medicine, School of Medicine, University of Auckland, Auckland, New Zealand
| | - Hiran Thabrew
- Department of Psychological Medicine, School of Medicine, University of Auckland, Auckland, New Zealand
| | - David Lim
- Department of Psychological Medicine, School of Medicine, University of Auckland, Auckland, New Zealand
| | - Paul Hofman
- Liggins Institute and Department of Pediatrics, University of Auckland, Auckland, New Zealand
| | - Craig Jefferies
- Liggins Institute and Department of Pediatrics, University of Auckland, Auckland, New Zealand
- Starship Child Health, Te Whatu Ora – Health New Zealand, Te Toka Tumai Auckland, Auckland, New Zealand
| | - Anna Serlachius
- Department of Psychological Medicine, School of Medicine, University of Auckland, Auckland, New Zealand
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Manning JB, Blandford A, Edbrooke-Childs J. High School Teachers' Experiences of Consumer Technologies for Stress Management During the COVID-19 Pandemic: Qualitative Study. JMIR Form Res 2023; 7:e50460. [PMID: 37966873 PMCID: PMC10687684 DOI: 10.2196/50460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 09/28/2023] [Accepted: 10/04/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Stress in education is an adverse reaction that teachers have to excessive pressures or other types of demands placed on them. Consumer digital technologies are already being used by teachers for stress management, albeit not in a systematic way. Understanding teachers' experiences and the long-term use of technologies to support stress self-management in the educational context is essential for meaningful insight into the value, opportunity, and benefits of use. OBJECTIVE The aim of this study was first to understand teachers' experiences of consumer technologies for stress management. They were chosen by teachers from a taxonomy tailored to their stress management. The second aim was to explore whether their experiences of use evolved over time as teachers transitioned from working at home during lockdown to working full time on school premises. METHODS A longitudinal study intended for 6 weeks in the summer term (2020) was extended because of COVID-19 into the autumn term, lasting up to 27 weeks. Teachers chose to use a Withings smartwatch or the Wysa, Daylio, or Teacher Tapp apps. In total, 2 semistructured interviews and web-based surveys were conducted with 8 teachers in South London in the summer term, and 6 (75%) of them took part in a third interview in the autumn term. The interviews were analyzed by creating case studies and conducting cross-case analysis. RESULTS The teachers described that the data captured or shared by the technology powerfully illustrated the physical and psychosocial toll of their work. This insight gave teachers permission to destress and self-care. The social-emotional confidence generated also led to empathy toward colleagues, and a virtuous cycle of knowledge, self-compassion, permission, and stress management action was demonstrated. Although the COVID-19 pandemic added a new source of stress, it also meant that teachers' stress management experiences could be contrasted between working from home and then back in school. More intentional self-care was demonstrated when back in school, sometimes without the need to refer to the data or technology. CONCLUSIONS The findings of this study demonstrate that taking a situated approach to understand the real-world, existential significance and value of data generates contextually informed insights. Where a strategic personal choice of consumer technology is enabled for high school heads of year, the data generated are perceived as holistic, with personal and professional salience, and are motivational in the educational context. Technology adoption was aided by the pandemic conditions of home working, and this flexibility would otherwise need workplace facilitation. These findings add to the value proposition of technologies for individual stress management and workforce health outcomes pertinent to educators, policy makers, and designers.
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Affiliation(s)
- Julia B Manning
- UCL Interaction Centre, Department of Computer Science, University College London, London, United Kingdom
| | - Ann Blandford
- UCL Interaction Centre, Department of Computer Science, University College London, London, United Kingdom
- UCL Institute of Healthcare Engineering, University College London, London, United Kingdom
| | - Julian Edbrooke-Childs
- Evidence-based Practice Unit, University College London and Anna Freud Centre, London, United Kingdom
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Milne-Ives M, Homer SR, Andrade J, Meinert E. Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review. Front Psychol 2023; 14:1227443. [PMID: 37794916 PMCID: PMC10545861 DOI: 10.3389/fpsyg.2023.1227443] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 09/04/2023] [Indexed: 10/06/2023] Open
Abstract
Introduction Lack of engagement is a common challenge for digital health interventions. To achieve their potential, it is necessary to understand how best to support users' engagement with interventions and target health behaviors. The aim of this systematic review was to identify the behavioral theories and behavior change techniques being incorporated into mobile health apps and how they are associated with the different components of engagement. Methods The review was structured using the PRISMA and PICOS frameworks and searched six databases in July 2022: PubMed, Embase, CINAHL, APA PsycArticles, ScienceDirect, and Web of Science. Risk of bias was evaluated using the Cochrane Collaboration Risk of Bias 2 and the Mixed Methods Appraisal Tools. Analysis A descriptive analysis provided an overview of study and app characteristics and evidence for potential associations between Behavior Change Techniques (BCTs) and engagement was examined. Results The final analysis included 28 studies. Six BCTs were repeatedly associated with user engagement: goal setting, self-monitoring of behavior, feedback on behavior, prompts/cues, rewards, and social support. There was insufficient data reported to examine associations with specific components of engagement, but the analysis indicated that the different components were being captured by various measures. Conclusion This review provides further evidence supporting the use of common BCTs in mobile health apps. To enable developers to leverage BCTs and other app features to optimize engagement in specific contexts and individual characteristics, we need a better understanding of how BCTs are associated with different components of engagement. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42022312596.
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Affiliation(s)
- Madison Milne-Ives
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Sophie R. Homer
- School of Psychology, Faculty of Health, University of Plymouth, Plymouth, United Kingdom
| | - Jackie Andrade
- School of Psychology, Faculty of Health, University of Plymouth, Plymouth, United Kingdom
| | - Edward Meinert
- Centre for Health Technology, University of Plymouth, Plymouth, United Kingdom
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, United Kingdom
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
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Schaaf J, Weber T, von Wagner M, Stephan C, Carney J, Köhler SM, Voigt A, Noll R, Storf H, Müller A. Interviews with HIV Experts for Development of a Mobile Health Application in HIV Care-A Qualitative Study. Healthcare (Basel) 2023; 11:2180. [PMID: 37570423 PMCID: PMC10418895 DOI: 10.3390/healthcare11152180] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/20/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
The Communication and Tracing App HIV (COMTRAC-HIV) project aims to develop a mobile health application for integrated care of HIV patients due to the low availability of those apps in Germany. This study addressed organizational conditions and necessary app functionalities, especially for the care of late diagnosed individuals (late presenters) and those using pre-exposure prophylaxis. We followed a human-centered design approach and interviewed HIV experts in Germany to describe the context of use of the app. The interviews were paraphrased and analyzed with a qualitative content analysis. To define the context of use, user group profiles were defined and tasks derived, which will represent the functionalities of the app. A total of eight experts were included in the study. The results show that the app should include a symptom diary for entering symptoms, side effects, and their intensity. It offers chat/video call functionality for communication with an HIV expert, appointment organization, and sharing findings. The app should also provide medication overview and reminders for medications and appointments. This qualitative study is a first step towards the development of an app for HIV individuals in Germany. Further research includes involving patients in the initial app design and test design usability.
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Affiliation(s)
- Jannik Schaaf
- Institute of Medical Informatics, Goethe University Frankfurt, University Hospital, 60590 Frankfurt, Germany (R.N.)
| | - Timm Weber
- Department of Medical Information Systems and Digitalization, University Hospital Frankfurt, 60590 Frankfurt, Germany
| | - Michael von Wagner
- Department of Medical Information Systems and Digitalization, University Hospital Frankfurt, 60590 Frankfurt, Germany
| | - Christoph Stephan
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt, 60596 Frankfurt, Germany
| | - Jonathan Carney
- Department of Internal Medicine, Infectious Diseases, University Hospital Frankfurt, 60596 Frankfurt, Germany
| | - Susanne Maria Köhler
- Institute of General Practice, Goethe University Frankfurt, 60596 Frankfurt, Germany (A.M.)
| | - Alexander Voigt
- Institute of Medical Informatics, Goethe University Frankfurt, University Hospital, 60590 Frankfurt, Germany (R.N.)
| | - Richard Noll
- Institute of Medical Informatics, Goethe University Frankfurt, University Hospital, 60590 Frankfurt, Germany (R.N.)
| | - Holger Storf
- Institute of Medical Informatics, Goethe University Frankfurt, University Hospital, 60590 Frankfurt, Germany (R.N.)
| | - Angelina Müller
- Institute of General Practice, Goethe University Frankfurt, 60596 Frankfurt, Germany (A.M.)
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10
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Iglesias M, Sinha C, Vempati R, Grace SE, Roy M, Chapman WC, Rinaldi ML. Evaluating a Digital Mental Health Intervention (Wysa) for Workers' Compensation Claimants: Pilot Feasibility Study. J Occup Environ Med 2023; 65:e93-e99. [PMID: 36459701 PMCID: PMC9897276 DOI: 10.1097/jom.0000000000002762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
OBJECTIVE This study examines the feasibility and acceptability of an AI-led digital mental health intervention in a Workers' Compensation (WC) program, Wysa for Return to Work. METHODS Self-reported demographic data and responses to psychosocial screening questions were analyzed alongside participants' app usage through which four key outcomes were measured: recruitment rate, onboarding rate, retention, and engagement. RESULTS The data demonstrated a high need for psychosocial interventions among injured workers, especially women, young adults, and those with high severity injuries. Those with more psychosocial risk factors had a higher rate of onboarding, retention, and engagement, and those with severe injuries had higher retention. CONCLUSIONS Our study concluded that Wysa for Return to Work, the AI-led digital mental health intervention that delivers a recovery program using a digital conversational agent, is feasible and acceptable for a return-to-work population.
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11
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Aziz M, Erbad A, Belhaouari SB, Almourad MB, Altuwairiqi M, Ali R. Who uses mHealth apps? Identifying user archetypes of mHealth apps. Digit Health 2023; 9:20552076231152175. [PMID: 36714545 PMCID: PMC9880587 DOI: 10.1177/20552076231152175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 01/03/2023] [Indexed: 01/24/2023] Open
Abstract
Objective This study aims to explore the user archetypes of health apps based on average usage and psychometrics. Methods The study utilized a dataset collected through a dedicated smartphone application and contained usage data, i.e. the timestamps of each app session from October 2020 to April 2021. The dataset had 129 participants for mental health apps usage and 224 participants for physical health apps usage. Average daily launches, extraversion, neuroticism, and satisfaction with life were the determinants of the mental health apps clusters, whereas average daily launches, conscientiousness, neuroticism, and satisfaction with life were for physical health apps. Results Two clusters of mental health apps users were identified using k-prototypes clustering: help-seeking and maintenance users and three clusters of physical health apps users were identified: happy conscious occasional, happy neurotic occasional, and unhappy neurotic frequent users. Conclusion The findings from this study helped to understand the users of health apps based on the frequency of usage, personality, and satisfaction with life. Further, with these findings, apps can be tailored to optimize user experience and satisfaction which may help to increase user retention. Policymakers may also benefit from these findings since understanding the populations' needs may help to better invest in effective health technology.
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Affiliation(s)
- Maryam Aziz
- College of Science and Engineering, Hamad Bin Khalifa
University, Qatar,Maryam Aziz, College of Science and
Engineering, Hamad Bin Khalifa University, Qatar.
| | - Aiman Erbad
- College of Science and Engineering, Hamad Bin Khalifa
University, Qatar
| | | | - Mohamed B Almourad
- College of Technological Innovation, Zayed University, United Arab Emirates
| | - Majid Altuwairiqi
- College of Computer and Information Technology, Taif University, Kingdom of Saudi Arabia
| | - Raian Ali
- College of Science and Engineering, Hamad Bin Khalifa
University, Qatar
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12
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Simões de Almeida R, Marques A. User engagement in mobile apps for people with schizophrenia: A scoping review. Front Digit Health 2023; 4:1023592. [PMID: 36703941 PMCID: PMC9871567 DOI: 10.3389/fdgth.2022.1023592] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023] Open
Abstract
Over the past decade, there has been an increase in the number of mobile apps designed for mental health proposes and mHealth has been perceived as a promising approach to help people with schizophrenia to manage their condition. However, adoption rates are relatively low and long-term user engagement is a major issue. The aim of this study is to identify and better understand what strategies and factors may influence user engagement and facilitate prolonged use of apps for people with schizophrenia to better manage their illness. A scoping review was conducted in accordance with the Arksey and O'Malley scoping review framework and following PRISMA ScR guidelines. The sources consisted of searching four electronic databases. Rayyan software was used for this study selection process and a narrative approach was used to synthesize the extracted data. A total of 28 studies which met the inclusion criteria were identified. The engagement strategies included push notifications, message prompts, personalization, application customization, goal setting, game-like features, use of different multimedia formats, social connectedness, support (peers and professionals), reliability of content and quality of feedback received. Some demographic factors may influence adherence such as age, gender, education level and socioeconomic status. Other factors also may play a role impacting engagement: health status, data privacy and security, involvement in design process, incentives for participation, app usage fitting in the user routines, initial training, and constant technical support. Included studies present high heterogeneity in outcome measures and thresholds criteria to assess engagement. Understanding what influences engagement and how to measure it is essential to enhance the design of mobile apps and deliver scalable solutions to help people with schizophrenia better manage their illness in their real-world uptake.
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13
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Yang Toh SH, Lee SC, Kosasih FR, Lim JW, Sündermann O. Preliminary effectiveness of an evidence-based mobile application to promote resilience among working adults in Singapore and Hong Kong: Intensive longitudinal study. Digit Health 2023; 9:20552076231178616. [PMID: 37274370 PMCID: PMC10236254 DOI: 10.1177/20552076231178616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 05/11/2023] [Indexed: 06/06/2023] Open
Abstract
Evidence-based mobile health (mHealth) applications on smartphones are a cost-effective way for employees to take proactive steps to improve well-being and performance. However, little is known about what sustains engagement on these applications and whether they could dynamically improve occupational outcomes such as resilience and mood. Using real-world data, this intensive longitudinal study examines (a) which employees would continually engage with a cognitive behavioural therapy-informed mHealth application ('Intellect'); and (b) if daily engagement of 'Intellect' would relate to better occupational outcomes on the following day. A total of 515 working adults in Singapore and Hong Kong (Mage = 32.4, SDage = 8.17) completed daily in-app items on mood and resilience components (i.e. sleep hours, sleep quality, physical activity, and stress levels). Our results revealed that employees with lower baseline resilience (β = -0.048, odds ratio (OR) = 0.953, p < 0.01), specifically poorer sleep quality (β = -0.212, OR = 0.809, p = 0.001) and/or higher stress levels (β = -0.255, OR = 0.775, p = 0.05), were more likely to resume engagement on the application. Among the 150 active users (i.e. ≥3 consecutive days of engagement) (Mage = 32.2, SDage = 8.17), daily engagement predicted higher resilience (β = 0.122; 95% confidence interval (CI) 0.039-0.206), specifically lower stress levels (β = 0.018; 95% CI 0.004-0.032), higher physical activity (β = 0.079; 95% CI 0.032-0.126), and mood levels (β = 0.020; 95% CI 0.012-0.029) on the following day even after controlling for same-day outcomes. Our preliminary findings suggest that engaging with a mHealth application was associated with higher dynamic resilience and emotional well-being in employees.
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Affiliation(s)
| | - Sze Chi Lee
- Research Department, Intellect Pte Ltd,
Singapore
| | | | - Jia W. Lim
- Department of Psychology, National University of
Singapore, Singapore
| | - Oliver Sündermann
- Research Department, Intellect Pte Ltd,
Singapore
- Department of Psychology, National University of
Singapore, Singapore
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14
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Ikwunne T, Hederman L, Wall PJ. DECENT: A sociotechnical approach for developing mobile health apps in underserved settings. Digit Health 2023; 9:20552076231203595. [PMID: 37786402 PMCID: PMC10541749 DOI: 10.1177/20552076231203595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 09/07/2023] [Indexed: 10/04/2023] Open
Abstract
Objective Despite the fact that user engagement is critical to the efficacy of mobile health (mHealth) interventions in the Global South, many of these interventions lack user engagement features. This is because sociotechnical aspects of such initiatives are frequently ignored during the design, development, and implementation stages. This research highlighted the importance of considering sociotechnical factors when developing mHealth apps. The intended users for the mHealth technologies in this study are care professionals. Materials and Methods Five semi-structured interviews and a pilot interview were conducted to identify user engagement facilitators and barriers. The interview data were analysed using NVivo. The Capability, Opportunity, Motivation - Behaviour (COM-B) model is then used to map the facilitators and barriers to mHealth app engagement, allowing researchers to better understand how users engage/disengage with mHealth apps. Results and Discussion Capability facilitators included features that assist users in learning more about the app (e.g. a user manual and statistical data) as well as features that assist users in developing a routine. The lack of app skills and cognitive overload limit capability. While social connectedness and offline functionality were identified as facilitators of user engagement, non-user-friendly design and cultural dimensions were identified as barriers. Early user engagement and rewards were identified as motivational facilitators that influence user engagement. Furthermore, perceived non-utility and a lack of encouragement were identified as motivational barriers to engagement. Conclusion Several factors were discovered across all COM-B model components that could be used to develop more engaging mHealth apps. Adopting a techno-centric approach that ignores sociotechnical factors can reduce user engagement. The design process engagement enhancement system (DECENT) framework was proposed based on the findings.
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Affiliation(s)
- Tochukwu Ikwunne
- ADAPT Centre, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
| | - Lucy Hederman
- ADAPT Centre, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
| | - P. J. Wall
- ADAPT Centre, School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
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15
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Sinha C, Cheng AL, Kadaba M. Adherence and Engagement with a Cognitive Behavioral Therapy Based Conversational Agent (Wysa) in Adults with Chronic Pain: Survival Analysis. JMIR Form Res 2022; 6:e37302. [PMID: 35526201 PMCID: PMC9171603 DOI: 10.2196/37302] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/25/2022] [Accepted: 05/08/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Digital applications are commonly used to support mental health and well-being. However, successfully retaining and engaging users to complete digital interventions is challenging, and comorbidities such as chronic pain further reduce user engagement. Digital conversational agents may improve user engagement by applying engagement principles that have been implemented within in-person care settings. OBJECTIVE To evaluate user retention and engagement with an artificial intelligence (AI)-led digital mental health application (app) that is customized for individuals managing mental health symptoms and coexisting chronic pain (Wysa for Chronic Pain). METHODS In this ancillary survival analysis of a clinical trial, participants included 51 adults who presented to a tertiary care center for chronic musculoskeletal pain, who endorsed coexisting symptoms of depression and/or anxiety (PROMIS Depression and/or Anxiety score ≥ 55), and initiated onboarding to an 8-week subscription of Wysa for Chronic Pain. The study outcomes were user retention, defined as revisiting the app each week and the last day of engagement, and user engagement, defined by the number of sessions the user completed. RESULTS Users engaged in a cumulative mean of 33.3 sessions during the eight-week study period. The survival analysis depicted a median user retention period (i.e., time to complete disengagement) of 51 days, with the usage of a morning check-in feature statistically significant in its relationship with a longer retention period (p = .001). CONCLUSIONS Our findings suggest that the user retention and engagement with a CBT-based conversational agent which is built for users with chronic pain is higher than standard industry metrics. These results have clear implications for addressing issues of suboptimal engagement of digital health interventions and improving access to care for chronic pain. Future work should use these findings to inform the design of evidence-based interventions for individuals with chronic pain and to enhance user retention and engagement of digital health interventions more broadly. CLINICALTRIAL NCT04640090, Clinicaltrials.gov.
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Affiliation(s)
| | - Abby L Cheng
- Washington University of St. Louis, St. Louis, US
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16
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Bostrøm K, Varsi C, Eide H, Børøsund E, Kristjansdottir ÓB, Schreurs KMG, Waxenberg LB, Weiss KE, Morrison EJ, Nordang EF, Stubhaug A, Nes LS. Engaging with EPIO, a digital pain self-management program: a qualitative study. BMC Health Serv Res 2022; 22:577. [PMID: 35488295 PMCID: PMC9052507 DOI: 10.1186/s12913-022-07963-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 04/05/2022] [Indexed: 12/23/2022] Open
Abstract
Background Chronic pain conditions entail significant personal and societal burdens and improved outreach of evidence-based pain self-management programs are needed. Digital cognitive-behavioral self-management interventions have shown promise. However, evidence is still scarce and several challenges with such interventions for chronic pain exist. Exploring patients' experiences and engagement with digital interventions may be an essential step towards developing meaningful digital self-management interventions for those living with chronic pain. Objectives This study aimed to gain insight into the experiences of people with chronic pain when engaging with EPIO, an application (app)-based cognitive-behavioral pain self-management intervention program. Methods Participants (N = 50) living with chronic pain received access to the EPIO intervention in a feasibility pilot-study for 3 months. During this time, all participants received a follow-up phone call at 2–3 weeks, and a subsample (n = 15) also participated in individual semi-structured interviews after 3 months. A qualitative design was used and thematic analysis was employed aiming to capture participants’ experiences when engaging with the EPIO intervention program. Results Findings identifying program-related experiences and engagement were organized into three main topics, each with three sub-themes: (1) Engaging with EPIO; motivation to learn, fostering joy and enthusiasm, and helpful reminders and personalization, (2) Coping with pain in everyday life; awareness, practice and using EPIO in everyday life, and (3) The value of engaging with the EPIO program; EPIO – a friend, making peace with the presence of pain, and fostering communication and social support. Conclusions This qualitative study explored participants’ experiences and engagement with EPIO, a digital self-management intervention program for people living with chronic pain. Findings identified valued aspects related to motivation for engagement, and showed how such a program may be incorporated into daily life, and encourage a sense of acceptance, social support and relatedness. The findings highlight vital components for facilitating digital program engagement and use in support of self-management for people living with chronic pain. Trial registration ClinicalTrials.gov NCT03705104. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07963-x.
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Affiliation(s)
- Katrine Bostrøm
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Cecilie Varsi
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Faculty of Health and Social Sciences, University of South-Eastern Norway, Drammen, Norway
| | - Hilde Eide
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Faculty of Health and Social Sciences, Centre for Health and Technology, University of South-Eastern Norway, Drammen, Norway
| | - Elin Børøsund
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway
| | - Ólöf B Kristjansdottir
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Norwegian National Advisory Unit On Learning and Mastery in Health, Oslo University Hospital, Oslo, Norway
| | - Karlein M G Schreurs
- Department of Psychology, Health & Technology, University of Twente, Enschede, Netherlands
| | - Lori B Waxenberg
- Department of Clinical and Health Psychology, University of Florida, Gainesville, FL, USA
| | - Karen E Weiss
- Department of Anesthesiology and Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA
| | - Eleshia J Morrison
- Department of Psychiatry and Psychology, College of Medicine and Science, Mayo Clinic, Rochester, MN, USA
| | - Elise Flakk Nordang
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway
| | - Audun Stubhaug
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway.,Department of Pain Management and Research, Oslo University Hospital, Oslo, Norway.,Regional Advisory Unit On Pain, Oslo University Hospital, Oslo, Norway
| | - Lise Solberg Nes
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway. .,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway. .,Department of Psychiatry and Psychology, College of Medicine and Science, Mayo Clinic, Rochester, MN, USA.
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17
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Allison AL, Lorencatto F, Michie S, Miodownik M. Barriers and Enablers to Food Waste Recycling: A Mixed Methods Study amongst UK Citizens. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:2729. [PMID: 35270421 PMCID: PMC8910430 DOI: 10.3390/ijerph19052729] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/21/2022] [Accepted: 02/25/2022] [Indexed: 12/17/2022]
Abstract
We aim to identify influences on UK citizens' household food waste recycling as a basis for designing strategies to increase household food waste collection rates via local services. Using a UK dataset (n = 1801) and the COM-B (Capability-Opportunity-Motivation-Behaviour) model as a theoretical framework, we conduct quantitative regression and supporting thematic analyses to investigate influences on citizens' recycling of food waste. Results show that automatic motivation (e.g., emotions and habit) and psychological capability (e.g., knowledge) predict household food waste recycling. Physical opportunity (i.e., dealing with food waste in other ways such as home-composting or feeding pets/strays, time and financial costs) was the main barrier to recycling food waste identified in thematic analyses. Participants also reported automatic motivation-related barriers such as concerns over pests, odour, hygiene and local authorities' food waste collection capabilities. Based on findings we recommend the development of clear, consistent communications aimed at creating positive social norms relating to recycling and increasing knowledge of what can and cannot be put in food waste bins. Improved functional design and free distribution of bins and compostable caddy liners developed according to user-centred needs for cleanliness, convenience and hygiene are also needed. These will not be sufficient without a nationally uniform, efficient and reliable system of household food waste collection.
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Affiliation(s)
- Ayşe Lisa Allison
- Plastic Waste Innovation Hub, University College London, London W1T 4TJ, UK; (S.M.); (M.M.)
- Centre for Behaviour Change, University College London, London WC1E 7JE, UK;
| | - Fabiana Lorencatto
- Centre for Behaviour Change, University College London, London WC1E 7JE, UK;
| | - Susan Michie
- Plastic Waste Innovation Hub, University College London, London W1T 4TJ, UK; (S.M.); (M.M.)
- Centre for Behaviour Change, University College London, London WC1E 7JE, UK;
| | - Mark Miodownik
- Plastic Waste Innovation Hub, University College London, London W1T 4TJ, UK; (S.M.); (M.M.)
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