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de Frel DL, Schroijen MA, Aardoom JJ, van Gils W, Huisman SD, Janssen VR, Versluis A, Kleinsmann MS, Atsma DE, Pijl H. Participatory Development of an Integrated, eHealth-Supported, Educational Care Pathway (Diabetes Box) for People With Type 2 Diabetes: Development and Usability Study. JMIR Hum Factors 2024; 11:e45055. [PMID: 38819880 PMCID: PMC11179029 DOI: 10.2196/45055] [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: 12/15/2022] [Revised: 09/17/2023] [Accepted: 11/20/2023] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Type 2 diabetes (T2D) tremendously affects patient health and health care globally. Changing lifestyle behaviors can help curb the burden of T2D. However, health behavior change is a complex interplay of medical, behavioral, and psychological factors. Personalized lifestyle advice and promotion of self-management can help patients change their health behavior and improve glucose regulation. Digital tools are effective in areas of self-management and have great potential to support patient self-management due to low costs, 24/7 availability, and the option of dynamic automated feedback. To develop successful eHealth solutions, it is important to include stakeholders throughout the development and use a structured approach to guide the development team in planning, coordinating, and executing the development process. OBJECTIVE The aim of this study is to develop an integrated, eHealth-supported, educational care pathway for patients with T2D. METHODS The educational care pathway was developed using the first 3 phases of the Center for eHealth and Wellbeing Research roadmap: the contextual inquiry, the value specification, and the design phase. Following this roadmap, we used a scoping review about diabetes self-management education and eHealth, past experiences of eHealth practices in our hospital, focus groups with health care professionals (HCPs), and a patient panel to develop a prototype of an educational care pathway. This care pathway is called the Diabetes Box (Leiden University Medical Center) and consists of personalized education, digital educational material, self-measurements of glucose, blood pressure, activity, and sleep, and a smartphone app to bring it all together. RESULTS The scoping review highlights the importance of self-management education and the potential of telemonitoring and mobile apps for blood glucose regulation in patients with T2D. Focus groups with HCPs revealed the importance of including all relevant lifestyle factors, using a tailored approach, and using digital consultations. The contextual inquiry led to a set of values that stakeholders found important to include in the educational care pathway. All values were specified in biweekly meetings with key stakeholders, and a prototype was designed. This prototype was evaluated in a patient panel that revealed an overall positive impression of the care pathway but stressed that the number of apps should be restricted to one, that there should be no delay in glucose value visualization, and that insulin use should be incorporated into the app. Both patients and HCPs stressed the importance of direct automated feedback in the Diabetes Box. CONCLUSIONS After developing the Diabetes Box prototype using the Center for eHealth and Wellbeing Research roadmap, all stakeholders believe that the concept of the Diabetes Box is useful and feasible and that direct automated feedback and education on stress and sleep are essential. A pilot study is planned to assess feasibility, acceptability, and usefulness in more detail.
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Affiliation(s)
| | - Mariëlle A Schroijen
- Division of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
| | - Jiska J Aardoom
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
- National eHealth Living Lab, Leiden, Netherlands
| | - Wesley van Gils
- Division of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
| | - Sasja D Huisman
- Division of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
| | - Veronica R Janssen
- Department of Cardiology, Leiden University Medical Center, Leiden, Netherlands
| | - Anke Versluis
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
- National eHealth Living Lab, Leiden, Netherlands
| | - Maaike S Kleinsmann
- Department of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Douwe E Atsma
- Department of Cardiology, Leiden University Medical Center, Leiden, Netherlands
- National eHealth Living Lab, Leiden, Netherlands
- Department of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands
| | - Hanno Pijl
- Division of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands
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López-Marcos JJ, Díaz-Arribas MJ, Valera-Calero JA, Navarro-Santana MJ, Izquierdo-García J, Ortiz-Gutiérrez RM, Plaza-Manzano G. The Added Value of Face-to-Face Supervision to a Therapeutic Exercise-Based App in the Management of Patients with Chronic Low Back Pain: A Randomized Clinical Trial. SENSORS (BASEL, SWITZERLAND) 2024; 24:567. [PMID: 38257659 PMCID: PMC10819225 DOI: 10.3390/s24020567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 12/28/2023] [Accepted: 01/15/2024] [Indexed: 01/24/2024]
Abstract
Low back pain (LBP) is a significant global health challenge due to its high prevalence, and chronicity and recurrence rates, with projections suggesting an increase in the next years due to population growth and aging. The chronic and recurrent nature of LBP, responsible for a significant percentage of years lived with disability, underscores the need for effective management strategies, including self-management strategies advocated by current guidelines, to empower patients and potentially improve healthcare efficiency and clinical outcomes. Therefore, the aim of this study was to analyze the added value of face-to-face visits in patients with chronic LBP undergoing a self-management program based on therapeutic exercises on pain intensity, disability, quality of life and treatment adherence and satisfaction. A randomized clinical trial was conducted, allocating 49 patients into a experimental group with a mobile health (mHealth) app usage and face-to-face sessions and 49 patients into an active control group without face-to-face sessions. Pain intensity, disability and quality of life were assessed at baseline, 4 weeks postintervention and 12 weeks postintervention. Patients' satisfaction and adherence were assessed at the end of the study. The multivariate general model revealed no statistically significant time × group interaction for any outcome (p > 0.0068) but mental quality of life (p = 0.006). Within-group differences revealed significant improvements for all the clinical indicators (all, p < 0.001). Patients allocated to the experimental group reported greater satisfaction and adherence (both, p < 0.001) compared to the control group. The use of mHealth apps such as Healthy Back® as part of digital health initiatives may serve as a beneficial approach to enhance the management of LBP.
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Affiliation(s)
- José Javier López-Marcos
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Faculty of Life and Natural Sciences, Nebrija University, 28015 Madrid, Spain
| | - María José Díaz-Arribas
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Juan Antonio Valera-Calero
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Marcos José Navarro-Santana
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Juan Izquierdo-García
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Multidisciplinary Cardiac Rehabilitation Unit, University Hospital 12 de Octubre, 28041 Madrid, Spain
| | - Rosa María Ortiz-Gutiérrez
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
| | - Gustavo Plaza-Manzano
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, 28040 Madrid, Spain; (J.J.L.-M.); (J.A.V.-C.); (M.J.N.-S.); (J.I.-G.); (R.M.O.-G.); (G.P.-M.)
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
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Josefsson C, Liljeroos T, Hellgren M, Pöder U, Hedström M, Olsson EMG. The Sukaribit Smartphone App for Better Self-Management of Type 2 Diabetes: Randomized Controlled Feasibility Study. JMIR Form Res 2024; 8:e46222. [PMID: 38198200 PMCID: PMC10809162 DOI: 10.2196/46222] [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: 02/08/2023] [Revised: 09/15/2023] [Accepted: 11/24/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND A new app, Sukaribit, was designed to enable contact between the caregiver and the patient with the intent to improve self-care and glycemic control (hemoglobin A1c [HbA1c]). OBJECTIVE This study investigated the feasibility of the study methodology and the intervention in preparation for a larger effectiveness study. METHODS Adults with type 2 diabetes were recruited in this randomized controlled feasibility study with a mixed methods design. The intervention group (n=28) tried Sukaribit for 2 months. They were encouraged to report blood glucose levels and medications, and they received feedback from a physician. The control group (n=31) received standard care. Both groups were evaluated with pre and postmeasurements of glycemic control (HbA1c), diabetes distress, physical activity, and self-care. Feasibility was evaluated against 5 progression criteria regarding recruitment, study methods, and active participation. RESULTS Of the 5 progression criteria, only 2 were met or partially met. The recruitment process exceeded expectations, and data collection worked well for self-reported data but not for HbA1c measured with a home testing kit. The participants were less active than anticipated, and the effect sizes were small. Only the number of blood glucose tests per day was positively affected by the intervention, with 0.6 more tests per day in the intervention group. CONCLUSIONS Recruitment of participants to a future fully powered study may work with minor adjustments. The collection of HbA1c using home testing constituted a major problem, and an alternative strategy is warranted. Finally, the app was not used as intended. In order to proceed with a larger study, the app and study procedures need improvement.
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Affiliation(s)
- Cecilia Josefsson
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Thea Liljeroos
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | | | - Ulrika Pöder
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Mariann Hedström
- Department of Public Health and Caring Sciences, Uppsala University, Uppsala, Sweden
| | - Erik M G Olsson
- Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
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Miller D, Okai A, Scott K, Reynolds SS. Cognitive Symptom Awareness Among Patients With Multiple Sclerosis Using a Mobile Application. Rehabil Nurs 2024; 49:24-29. [PMID: 38082491 DOI: 10.1097/rnj.0000000000000446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2024]
Abstract
PURPOSE Cognitive impairment is a common complication in persons with multiple sclerosis (MS). Using a mobile application has been shown to improve patient's awareness of cognitive symptoms. The purpose of this quality improvement project was to improve awareness of cognitive symptoms in adult patients with MS using a mobile application. DESIGN A pre/post-implementation quality improvement design was used. METHODS Patients were instructed to download the application MS Care Connect. Patients completed a pre/post-questionnaire regarding their awareness of cognitive symptoms and if they were likely to discuss symptoms with providers. They were instructed to use the application to rate the severity of their cognitive symptoms at least weekly. RESULTS Thirty-two patients completed both pre- and post-implementation questionnaires. No significant change in awareness of cognitive symptoms was found; however, patients were more likely to discuss cognitive changes with their healthcare team. In the 18 patients who used the application, a total of 60 cognitive symptom ratings were reported. CLINICAL RELEVANCE TO THE PRACTICE OF REHABILITATION NURSING Nurses may recommend use of a mobile application for patients to track their cognitive symptoms; however, further research is needed. CONCLUSION This project showed that adding a mobile application did not change awareness of patients' cognitive symptoms.
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Affiliation(s)
- Dena Miller
- North Texas Institute of Neurology and Headache, Plano, TX, USA
| | - Annette Okai
- North Texas Institute of Neurology and Headache, Plano, TX, USA
| | - Kathleen Scott
- North Texas Institute of Neurology and Headache, Plano, TX, USA
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Abdelhameed F, Pearson E, Parsons N, Barber TM, Panesar A, Summers C, de la Fosse M, Hanson P. Health Outcomes Following Engagement With a Digital Health Tool Among People With Prediabetes and Type 2 Diabetes: Prospective Evaluation Study. JMIR Diabetes 2023; 8:e47224. [PMID: 38016426 PMCID: PMC10784975 DOI: 10.2196/47224] [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: 03/12/2023] [Revised: 11/25/2023] [Accepted: 11/27/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Diabetes is a worldwide chronic condition causing morbidity and mortality, with a growing economic burden on health care systems. Complications from poorly controlled diabetes are associated with increased socioeconomic costs and reduced quality of life. Smartphones have become an influential platform, providing feasible tools such as health apps to deliver tailored support to enhance the ability of patients with diabetes for self-management. Gro Health is a National Health Service division X-certified digital health tool used to deliver educational and monitoring support to facilitate the development of skills and practices for maintaining good health. OBJECTIVE This study aims to assess self-reported outcomes of the Gro Health app among users with diabetes and prediabetes and identify the factors that determine engagement with the digital health tool. METHODS This was a service evaluation of self-reported data collected prospectively by the developers of the Gro Health app. The EQ-5D questionnaire is a standardized tool used to measure health status for clinical and economic appraisal. Gro Health users completed the EQ-5D at baseline and 6 months after using the app. Users provided informed consent for the use of their anonymized data for research purposes. EQ-5D index scores and visual analogue scale (VAS) scores were calculated at baseline and 6 months for individuals with prediabetes and type 2 diabetes. Descriptive statistics and multiple-regression models were used to assess changes in the outcome measures and determine factors that affected engagement with the digital tool. RESULTS A total of 84% (1767/2114) of Gro Health participants completed EQ-5D at baseline and 6 months. EQ-5D index scores are average values that reflect people's preferences about their health state (1=full health and 0=moribund). There was a significant and clinically meaningful increase in mean EQ-5D index scores among app users between baseline (0.746, SD 0.23) and follow-up (0.792, SD 0.22; P<.001). The greatest change was observed in the mean VAS score, with a percentage change of 18.3% improvement (61.7, SD 18.1 at baseline; 73.0, SD 18.8 at follow-up; P<.001). Baseline EQ-5D index scores, age, and completion of educational modules were associated with significant changes in the follow-up EQ-5D index scores, with baseline EQ-5D index scores, race and ethnicity, and completion of educational modules being significantly associated with app engagement (P<.001). CONCLUSIONS This study provides evidence of a significant positive effect on self-reported quality of life among people living with type 2 diabetes engaging with a digital health intervention. The improvements, as demonstrated by the EQ-5D questionnaire, are facilitated through access to education and monitoring support tools within the app. This provides an opportunity for health care professionals to incorporate National Health Service-certified digital tools, such as Gro Health, as part of the holistic management of people living with diabetes.
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Affiliation(s)
- Farah Abdelhameed
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Eilish Pearson
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Nick Parsons
- Statistics and Epidemiology Unit, Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Thomas M Barber
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
| | - Arjun Panesar
- Diabetes Digital Media Health, Coventry, United Kingdom
| | | | | | - Petra Hanson
- Warwickshire Institute for the Study of Diabetes, Endocrinology and Metabolism, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
- Warwick Medical School, University of Warwick, Coventry, United Kingdom
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Montilva-Monsalve J, Dimantas B, Perski O, Gutman LM. Barriers and Enablers to the Adoption of a Healthier Diet Using an App: Qualitative Interview Study With Patients With Type 2 Diabetes Mellitus. JMIR Diabetes 2023; 8:e49097. [PMID: 38113087 PMCID: PMC10762608 DOI: 10.2196/49097] [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: 05/17/2023] [Revised: 09/28/2023] [Accepted: 10/26/2023] [Indexed: 12/21/2023] Open
Abstract
BACKGROUND Adopting a healthy diet is one of the cornerstones of type 2 diabetes (T2D) management. Apps are increasingly used in diabetes self-management, but most studies to date have focused on assessing their impact in terms of weight loss or glycemic control, with limited evidence on the behavioral factors that influence app use to change dietary habits. OBJECTIVE The main objectives of this study were to assess the enablers and barriers to adopting a healthier diet using the Gro Health app in 2 patient groups with T2D (patients with recently diagnosed and long-standing T2D) and to identify behavior change techniques (BCTs) to enhance enablers and overcome barriers. METHODS Two semistructured qualitative interview studies were conducted; the first study took place between June and July 2021, with a sample of 8 patients with recently diagnosed (<12 mo) T2D, whereas the second study was conducted between May and June 2022 and included 15 patients with long-standing (>18 mo) T2D. In both studies, topic guides were informed by the Capability, Opportunity, Motivation, and Behavior model and the Theoretical Domains Framework. Transcripts were analyzed using a combined deductive framework and inductive thematic analysis approach. The Behavior Change Wheel framework was applied to identify appropriate BCTs that could be used in future iterations of apps for patients with diabetes. Themes were compared between the patient groups. RESULTS This study identified similarities and differences between patient groups in terms of enablers and barriers to adopting a healthier diet using the app. The main enablers for recently diagnosed patients included the acquired knowledge about T2D diets and skills to implement these, whereas the main barriers were the difficulty in deciding which app features to use and limited cooking skills. By contrast, for patients with long-standing T2D, the main enablers included knowledge validation provided by the app, along with app elements to help self-regulate food intake; the main barriers were the limited interest paid to the content provided or limited skills engaging with apps in general. Both groups reported more enablers than barriers to performing the target behavior when using the app. Consequently, BCTs were selected to address key barriers in both groups, such as simplifying the information hierarchy in the app interface, including tutorials demonstrating how to use the app features, and redesigning the landing page of the app to guide users toward these tutorials. CONCLUSIONS Patients with recently diagnosed and long-standing T2D encountered similar enablers but slightly different barriers when using an app to adopting a healthier diet. Consequently, the development of app-based approaches to adopt a healthier diet should account for these similarities and differences within patient segments to reduce barriers to performing the target behavior.
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Affiliation(s)
- Jonas Montilva-Monsalve
- Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom
| | - Bruna Dimantas
- Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom
| | - Olga Perski
- Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom
| | - Leslie Morrison Gutman
- Centre for Behaviour Change, Department of Clinical, Educational and Health Psychology, University College London, London, United Kingdom
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de Sá JS, Santana MDO, dos Santos MG, Benedito JCDS, Teston EF. Tecnologias educacionais utilizadas para promoção do autocuidado de pessoas com diabetes mellitus: revisão integrativa. Rev Bras Enferm 2023; 76Suppl 4:e20230049. [PMID: 38088712 PMCID: PMC10704671 DOI: 10.1590/0034-7167-2023-0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 08/04/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVE To summarize the scientific productions that used educational technologies to promote self-care for people with diabetes. METHOD Integrative review carried out from October 2022 to January 2023, in the databases: LILACS; Scopus; Embase; PubMed/MEDLINE and CINAHL. The search was paired, and the sample consisted of ten articles. The levels of evidence were analyzed by the Hierarchy of Evidence for Intervention Studies, and the results were synthesized for interpretation of the findings. RESULTS The educational technologies identified to promote self-care were: mobile applications, interactive platforms, print, telemonitoring, video and simulation. The focus of the contents was on the promotion of foot care, prevention of neuropathy, self-management, knowledge, and expectation of people with diabetes and prevention of acute complications. CONCLUSION The synthesis of knowledge about educational technologies to promote self-care for people with diabetes pointed to the need for robust evidence.
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Affiliation(s)
- Jennyfer Soares de Sá
- Universidade Federal do Mato Grosso do Sul. Campo Grande, Mato Grosso do Sul, Brazil
| | | | | | | | - Elen Ferraz Teston
- Universidade Federal do Mato Grosso do Sul. Campo Grande, Mato Grosso do Sul, Brazil
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Tanhapour M, Peimani M, Rostam Niakan Kalhori S, Nasli Esfahani E, Shakibian H, Mohammadzadeh N, Qorbani M. The effect of personalized intelligent digital systems for self-care training on type II diabetes: a systematic review and meta-analysis of clinical trials. Acta Diabetol 2023; 60:1599-1631. [PMID: 37542200 DOI: 10.1007/s00592-023-02133-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 06/09/2023] [Indexed: 08/06/2023]
Abstract
AIMS Type 2 diabetes (T2D) is rising worldwide. Self-care prevents diabetic complications. Lack of knowledge is one reason patients fail at self-care. Intelligent digital health (IDH) solutions have a promising role in training self-care behaviors based on patients' needs. This study reviews the effects of RCTs offering individualized self-care training systems for T2D patients. METHODS PubMed, Web of Science, Scopus, Cochrane Library, and Science Direct databases were searched. The included RCTs provided data-driven, individualized self-care training advice for T2D patients. Due to the repeated studies measurements, an all-time-points meta-analysis was conducted to analyze the trends over time. The revised Cochrane risk-of-bias tool (RoB 2.0) was used for quality assessment. RESULTS In total, 22 trials met the inclusion criteria, and 19 studies with 3071 participants were included in the meta-analysis. IDH interventions led to a significant reduction of HbA1c level in the intervention group at short-term (in the third month: SMD = - 0.224 with 95% CI - 0.319 to - 0.129, p value < 0.0; in the sixth month: SMD = - 0.548 with 95% CI - 0.860 to - 0.237, p value < 0.05). The difference in HbA1c reduction between groups varied based on patients' age and technological forms of IDH services delivery. The descriptive results confirmed the impact of M-Health technologies in improving HbA1c levels. CONCLUSIONS IDH systems had significant and small effects on HbA1c reduction in T2D patients. IDH interventions' impact needs long-term RCTs. This review will help diabetic clinicians, self-care training system developers, and researchers interested in using IDH solutions to empower T2D patients.
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Affiliation(s)
- Mozhgan Tanhapour
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Peimani
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Science, Tehran, Iran
| | - Sharareh Rostam Niakan Kalhori
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran
- Peter L. Reichertz Institute for Medical Informatics of TU Braunschweig and Hannover Medical School, 38106, Braunschweig, Germany
| | - Ensieh Nasli Esfahani
- Diabetes Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Science, Tehran, Iran
| | - Hadi Shakibian
- Department of Computer Engineering, Faculty of Engineering, Alzahra University, Tehran, Iran
| | - Niloofar Mohammadzadeh
- Department of Health Information Management, School of Allied Medical Sciences, Tehran University of Medical Sciences, Tehran, Iran.
| | - Mostafa Qorbani
- Non-communicable Disease Research Center, Alborz University of Medical Sciences, Karaj, Iran
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Medich M, Cannedy SL, Hoffmann LC, Chinchilla MY, Pila JM, Chassman SA, Calderon RA, Young AS. Clinician and Patient Perspectives on the Use of Passive Mobile Monitoring and Self-Tracking for Patients With Serious Mental Illness: User-Centered Approach. JMIR Hum Factors 2023; 10:e46909. [PMID: 37874639 PMCID: PMC10630855 DOI: 10.2196/46909] [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: 03/03/2023] [Revised: 08/11/2023] [Accepted: 08/12/2023] [Indexed: 10/25/2023] Open
Abstract
BACKGROUND Early intervention in mental health crises can prevent negative outcomes. A promising new direction is remote mental health monitoring using smartphone technology to passively collect data from individuals to rapidly detect the worsening of serious mental illness (SMI). This technology may benefit patients with SMI, but little is known about health IT acceptability among this population or their mental health clinicians. OBJECTIVE We used the Health Information Technology Acceptability Model to analyze the acceptability and usability of passive mobile monitoring and self-tracking among patients with serious mental illness and their mental health clinicians. METHODS Data collection took place between December 2020 and June 2021 in 1 Veterans Administration health care system. Interviews with mental health clinicians (n=16) assessed the acceptability of mobile sensing, its usefulness as a tool to improve clinical assessment and care, and recommendations for program refinements. Focus groups with patients with SMI (n=3 groups) and individual usability tests (n=8) elucidated patient attitudes about engaging in health IT and perceptions of its usefulness as a tool for self-tracking and improving mental health assessments. RESULTS Clinicians discussed the utility of web-based data dashboards to monitor patients with SMI health behaviors and receiving alerts about their worsening health. Potential benefits included improving clinical care, capturing behaviors patients do not self-report, watching trends, and receiving alerts. Clinicians' concerns included increased workloads tied to dashboard data review, lack of experience using health IT in clinical care, and how SMI patients' associated paranoia and financial instability would impact patient uptake. Despite concerns, all mental health clinicians stated that they would recommend it. Almost all patients with SMI were receptive to using smartphone dashboards for self-monitoring and having behavioral change alerts sent to their mental health clinicians. They found the mobile app easy to navigate and dashboards easy to find and understand. Patient concerns centered on privacy and "government tracking," and their phone's battery life and data plans. Despite concerns, most reported that they would use it. CONCLUSIONS Many people with SMI would like to have mobile informatics tools that can support their illness and recovery. Similar to other populations (eg, older adults, people experiencing homelessness) this population presents challenges to adoption and implementation. Health care organizations will need to provide resources to address these and support successful illness management. Clinicians are supportive of technological approaches, with adapting informatics data into their workflow as the primary challenge. Despite clear challenges, technological developments are increasingly designed to be acceptable to patients. The research development-clinical deployment gap must be addressed by health care systems, similar to computerized cognitive training. It will ensure clinicians operate at the top of their skill set and are not overwhelmed by administrative tasks, data summarization, or reviewing data that do not indicate a need for intervention. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/39010.
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Affiliation(s)
- Melissa Medich
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, North Hills, CA, United States
- The Lundquist Institute for Biomedical Research, Torrance, CA, United States
| | - Shay L Cannedy
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, North Hills, CA, United States
| | - Lauren C Hoffmann
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Melissa Y Chinchilla
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Jose M Pila
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Stephanie A Chassman
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Ronald A Calderon
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
| | - Alexander S Young
- Mental Illness Research, Education and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University California Los Angeles Geffen School of Medicine, Los Angeles, CA, United States
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10
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Moulaei K, Bahaadinbeigy K, Mashoof E, Dinari F. Design and development of a mobile-based self-care application for patients with depression and anxiety disorders. BMC Med Inform Decis Mak 2023; 23:199. [PMID: 37784042 PMCID: PMC10544565 DOI: 10.1186/s12911-023-02308-y] [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: 08/19/2022] [Accepted: 09/26/2023] [Indexed: 10/04/2023] Open
Abstract
BACKGROUND AND AIM Depression and anxiety can cause social, behavioral, occupational, and functional impairments if not controlled and managed. Mobile-based self-care applications can play an essential and effective role in controlling and reducing the effects of anxiety disorders and depression. The aim of this study was to design and develop a mobile-based self-care application for patients with depression and anxiety disorders with the goal of enhancing their mental health and overall well-being. MATERIALS AND METHODS In this study we designed a mobile-based application for self -management of depression and anxiety disorders. In order to design this application, first the education- informational needs and capabilities were identified through a systematic review. Then, according to 20 patients with depression and anxiety, this education-informational needs and application capabilities were approved. In the next step, the application was designed. RESULTS In the first step, 80 education-information needs and capabilities were identified. Finally, in the second step, of 80 education- informational needs and capabilities, 68 needs and capabilities with a mean greater than and equal to 3.75 (75%) were considered in application design. Disease control and management, drug management, nutrition and diet management, recording clinical records, communicating with physicians and other patients, reminding appointments, how to improve lifestyle, quitting smoking and reducing alcohol consumption, educational content, sedation instructions, introducing health care centers for depression and anxiety treatment and recording activities, personal goals and habits in a diary were the most important features of this application. CONCLUSION The designed application can encourage patients with depression and stress to perform self-care processes and access necessary information without searching the Internet.
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Affiliation(s)
- Khadijeh Moulaei
- Department of Health Information Technology, Faculty of Paramedical, Ilam University of Medical Sciences, Ilam, Iran
| | - Kambiz Bahaadinbeigy
- Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Esmat Mashoof
- Department of Health Information Technology, Varastegan Institute for Medical Sciences, Mashhad, Iran
| | - Fatemeh Dinari
- Medical Informatics Research Center, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran.
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11
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Pienkowska A, Ang CS, Mammadova M, Mahadzir MDA, Car J. A Diabetes Education App for People Living With Type 2 Diabetes: Co-Design Study. JMIR Form Res 2023; 7:e45490. [PMID: 37721799 PMCID: PMC10546275 DOI: 10.2196/45490] [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: 01/04/2023] [Revised: 06/30/2023] [Accepted: 07/19/2023] [Indexed: 09/19/2023] Open
Abstract
BACKGROUND Type 2 diabetes (T2D) is a growing global health concern, including in Singapore. Diabetes education programs have been shown to be effective in improving health outcomes and diabetes self-management skills. Mobile health apps have emerged as useful tools for diabetes education; however, their use and acceptance by the target population remain inconsistent. Therefore, end-user participation in the design and development of a mobile health app is crucial for designing an acceptable app that can improve outcomes for populations with a chronic disease. OBJECTIVE The objective of this study was to apply an end-user participatory approach to co-design a diabetes education app prototype for people living with T2D by exploring their perceptions, acceptance, and usability of an app prototype, as well as their diabetes experience and perspectives on digital diabetes education. METHODS A total of 8 people with T2D, who were recruited from diabetes management Facebook groups, participated in 4 web-based surveys via Qualtrics and 2 structured interviews via Zoom (Zoom Video Communications, Inc) between August 20, 2021, and January 28, 2022. Descriptive statistics and thematic analyses of the discussion and iterative feedback on the app prototype were used to assess the participants' perceptions of living with T2D, attitudes toward digital diabetes education, and acceptance of the prototype. RESULTS Analyses of the surveys and interview data revealed 3 themes: challenges of living with T2D; validation, acceptability, and usability of the diabetes education app prototype; and perspectives on digital diabetes education. In the first theme, participants highlighted the importance of solitary accountability, translating knowledge into practice, and developing pragmatic self-consciousness. The second theme indicated that the diabetes education app prototype was acceptable, with information and appearance being key; revealed ambivalent and polarized opinions toward the chatbot; and confirmed potential impact of the app on diabetes self-management skills and practice. The third theme comprised the necessity of using a variety of information-seeking strategies and recommendations for desired content and app qualities, including accessibility, adaptability, autonomy, evidence-based design and content, gamification, guidance, integration, personalization, and up-to-date content. The findings were used to reiterate the app design. CONCLUSIONS Despite a small sample size, the study demonstrated the feasibility of engaging and empowering people living with T2D to consider digital therapeutics for diabetes self-management skills and practice. Participants gave rather positive feedback on the design and content of the app prototype, with some recommendations for improvements. The findings suggest that incorporating end-user feedback into app design can lead to the creation of feasible and acceptable tools for diabetes education, potentially improving outcomes for populations with a chronic disease. Further research is needed to test the impact of the refined diabetes education app prototype on diabetes self-management skills and practice and quality of life.
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Affiliation(s)
- Anita Pienkowska
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Chin-Siang Ang
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Maleyka Mammadova
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Muhammad Daniel Azlan Mahadzir
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Josip Car
- Center for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
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12
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Roystonn K, AshaRani PV, Devi F, Wang P, Zhang Y, Jeyagurunathan A, Abdin E, Car LT, Chong SA, Subramaniam M. Exploring views and experiences of the general public's adoption of digital technologies for healthy lifestyle in Singapore: a qualitative study. Front Public Health 2023; 11:1227146. [PMID: 37794896 PMCID: PMC10545896 DOI: 10.3389/fpubh.2023.1227146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/04/2023] [Indexed: 10/06/2023] Open
Abstract
Objective Little is known about the general adult population's adoption of digital technology to support healthy lifestyle, especially when they are expected to take greater personal responsibility for managing their health and well-being today. The current qualitative study intended to gain an in-depth understanding of determinants of digital technology adoption for healthy lifestyle among community-dwelling adults in Singapore. Design A qualitative study design, with thematic framework analysis was applied to develop themes from the data. Setting Semi-structured individual interviews were conducted with participants either face-to-face or online through a videoconferencing platform. Participants 14 women and 16 men from the general population who were between the ages of 22 and 71 years. Results Three major themes were developed: (1) digitally disempowered (2) safety and perceived risks and harm; (3) cultural values and drives. Adoption of technology among the general population is needs-driven, and contingent on individual, technological and other cross-cultural contextual factors. Conclusion Our findings highlight there is no one solution which fits all individuals, emphasizing the challenges of catering to diverse groups to reduce barriers to adoption of digital technologies for healthy lifestyle. Digital guidance and training, as well as social influences, can motivate technological adoption in the population. However, technical problems as well as data security and privacy concerns should first be adequately addressed. This study provides rich cross-cultural insights and informs policy-making due to its alignment with government public health initiatives to promote healthy lifestyle.
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Affiliation(s)
| | - P. V. AshaRani
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Fiona Devi
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Peizhi Wang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Yunjue Zhang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Edimansyah Abdin
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Lorainne Tudor Car
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Siow Ann Chong
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, Singapore, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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Changrani K, Chima S, Sharma A, Han GG, Sharma A, McNamara M, Jefford M, Emery J, Druce P. A systematic review of smartphone applications for cancer survivors. J Cancer Surviv 2023:10.1007/s11764-023-01435-9. [PMID: 37700151 DOI: 10.1007/s11764-023-01435-9] [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: 11/30/2022] [Accepted: 07/21/2023] [Indexed: 09/14/2023]
Abstract
PURPOSE Mobile phone applications are positioned to support, educate, and empower cancer survivors during post-treatment care. We undertook a review to assess the utility of such smartphone applications; determine whether their use correlates with improved quality of life and other self-reported outcomes; and understand the feasibility of integrating mobile apps into routine follow-up care. METHODS MEDLINE, EMBASE, Emcare, and PsycINFO databases were searched for studies evaluating apps that addressed at least one of the five Cancer Survivorship Care Quality Framework (CSCQF) domains published up until December 2021. Studies were narratively synthesized. Implementation barriers and facilitators were mapped against the Technology Acceptance Model. RESULTS Twenty-three primary studies were included in this review. Only three randomized controlled trials (RCTs) were identified. Studies generally found mobile apps to be feasible, acceptable, and well-placed to support survivorship care. Health promotion was the most predominant CSCQF domain with apps primarily aiming to support exercise and dietary changes. The domains of monitoring for cancer recurrence (n=5) and management of co-morbidities (n=1) were underrepresented. Barriers to app use included greater time since active treatment, lack of familiarity with technology, and content not tailored to the user. CONCLUSIONS Mobile apps are both feasible and acceptable in supporting the transition between active treatment and follow-up care. However, understanding the utility of such apps is limited by the low number of RCTs. IMPLICATIONS FOR CANCER SURVIVORS Mobile apps have the potential to be useful support tools for patients post-treatment. However, given the number of apps developed, targeted, and available to cancer survivors, practical guidance to help cancer survivors choose appropriate apps is needed.
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Affiliation(s)
| | - Sophie Chima
- Centre for Cancer Research and Department of General Practice, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Australia
| | - Arun Sharma
- The Royal Melbourne Hospital, Parkville, Melbourne, Australia
| | - Gil-Gyu Han
- The Royal Melbourne Hospital, Parkville, Melbourne, Australia
| | - Anushka Sharma
- The Royal Melbourne Hospital, Parkville, Melbourne, Australia
| | - Mairead McNamara
- Centre for Cancer Research and Department of General Practice, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Australia
| | - Michael Jefford
- Australian Cancer Survivorship Centre, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Parkville, Australia
| | - Jon Emery
- Centre for Cancer Research and Department of General Practice, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Australia
| | - Paige Druce
- Centre for Cancer Research and Department of General Practice, Victorian Comprehensive Cancer Centre, University of Melbourne, Melbourne, Australia
- Central Clinical School, Monash University, Melbourne, Australia
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14
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Wen C, Zhang Q. The role of intergenerational support in shaping oral healthcare-seeking behavior among older adults in China. Front Public Health 2023; 11:1234539. [PMID: 37744500 PMCID: PMC10512177 DOI: 10.3389/fpubh.2023.1234539] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 08/14/2023] [Indexed: 09/26/2023] Open
Abstract
Background This study aimed to explore how intergenerational support affects the oral healthcare or treatment-seeking behaviors of older Chinese adults and provide evidence for improving the oral health of the older adults in an aging society. Methods Data from a cross-sectional survey, the 2015 China Health and Retirement Longitudinal Study, were used to explore the relationship between oral healthcare-seeking behavior in older adults and various independent variables, such as marital status, number of children, offspring's education duration, parent-offspring interaction frequency, and financial/material support provided by children. The chi-square test and binary logistic regression were used. Results According to the results of data analysis, age, sex, marital status, cohabitation status, number of children, children's education level, and financial support from children affected older adults' oral healthcare-seeking behavior. Interviewees living with a partner and those who had 1-2 or 3-4 children showed different likelihoods of seeking oral healthcare. Moreover, interviewees whose children had higher education duration and those who received more financial/material support from their children were more likely to seek dental treatment. Conclusion Regarding the study's outcome, financial and emotional support, as well as practical assistance from family members can significantly promote oral health-seeking behavior among older adult people. Intergenerational support can serve as a crucial mechanism for promoting oral health behaviors among the older adults or act as a valuable complement to social medical assistance, warranting increased attention.
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Affiliation(s)
- Cai Wen
- Department of Oral Implantology, The Affiliated Stomatological Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Department of VIP Dental Service, The Affiliated Stomatological Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Luzhou Key Laboratory of Oral and Maxillofacial Reconstruction and Regeneration, The Affiliated Stomatological Hospital of Southwest Medical University, Luzhou, Sichuan, China
- Institute of Stomatology, Southwest Medical University, Luzhou, Sichuan, China
| | - Qing Zhang
- Department of Nosocomial Infection Control, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
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15
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Krall JS, Childs B, Mehrotra N. Mobile Applications to Support Diabetes Self-Management Education: Patient Experiences and Provider Perspectives. J Diabetes Sci Technol 2023; 17:1206-1211. [PMID: 37162000 PMCID: PMC10563538 DOI: 10.1177/19322968231174037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
BACKGROUND Diabetes self-management education and support (DSMES) is a critical component of diabetes care, but time for it is often limited. Digital tools, such as mobile applications (apps), show promise in extending efforts and supporting self-management education, but have not been fully used. Objectives of this multi-phase study were to (1) evaluate an app designed to support patients with insulin therapy and (2) examine provider perspectives on DSMES apps. METHODS Phase 1: Thirty-two adult patients with type 2 diabetes new to or having difficulties with insulin therapy were introduced to the BDTM Diabetes Care App. Three-month app use and satisfaction and changes in hemoglobin A1c (HbA1c) and diabetes distress were assessed. Phase 2: Sixty diabetes providers completed a survey about their experiences with and perspectives on DSMES apps. RESULTS Phase 1: Patients reported satisfaction with the app, and significant improvements in HbA1c and diabetes distress were observed. Phase 2: Most providers viewed apps as adjuncts to diabetes education. Only 33% had previous app experience; however, 100% would consider recommending apps to their patients. Most would spend 5-15 minutes introducing apps to patients. All respondents agreed that the following DSMES app features-evidence-based educational content, data logging and tracking features, customizable user experience, digital coaching via goal setting or reminders, and ability to share data with providers-are key components to consider. CONCLUSIONS Findings suggest DSMES apps can play a role in self-management support and provide guidance on factors to consider when introducing digital tools into clinical practice. TRIAL REGISTRATION Clinicaltrials.gov, #NCT03999268.
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Affiliation(s)
- Jodi S. Krall
- University of Pittsburgh Medical
Center, Pittsburgh, PA, USA
- Division of Endocrinology and
Metabolism, Department of Medicine, University of Pittsburgh, Pittsburgh, PA,
USA
| | | | - Neha Mehrotra
- University of Pittsburgh Medical
Center, Pittsburgh, PA, USA
- Division of Endocrinology and
Metabolism, Department of Medicine, University of Pittsburgh, Pittsburgh, PA,
USA
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Lim JY, Ali NM, Rajikan R, Amit N, Hamid HA, Leong HY, Mohamad M, Koh BQ, Musa A. Need analysis of a dietary application among caregivers of patients with disorders of amino acid metabolism (AAMDs): A mixed-method approach. Int J Med Inform 2023; 177:105120. [PMID: 37295139 DOI: 10.1016/j.ijmedinf.2023.105120] [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: 03/10/2023] [Revised: 05/28/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND A dietary application can assist the caregivers of AAMDs children in auto-calculating the protein intake, hence improving dietary compliance. However, existing dietary application for patients with AAMDs only focus on delivering the nutritional content of food and monitoring the dietary intake but were lacking in other educational components. OBJECTIVE To assess the uses, needs and preferences towards a dietary application among the caregivers of AAMDs patients. METHODS We conducted a mixed-method study comprising focus group discussion (FGD) and a quantitative questionnaire survey among caregivers of patients aged between 6-month-old to 18-year-old with AAMDs who are receiving active treatment, both medical and dietetic treatment in the genetic clinic, Hospital Kuala Lumpur (HKL). RESULTS A total of 76 and 20 caregivers participated in the survey and FGD respectively. All the caregivers (100%) possessed a smartphone and most of the caregivers (89.5%) had the experience of using smartphone or other technological devices to search for health or medical information. However, majority of the participants were not aware of the existence of any web-based or mobile application related to AAMDs (89.5%). While for the qualitative part, three themes emerged: (1) experience with current source of information; (2) needs for supporting self-management educational contents and needs for technological design application. Most of the caregivers used the nutritional booklet as sources of reference but some of them searched for web-based information. Features perceived by the caregivers included a digital food composition database, sharing diet recall with healthcare providers, self-monitoring diet intake as well as low protein recipes. Besides that, user-friendly and ease to use were also perceived as the important features by the caregivers. CONCLUSION The identified features and needs by the caregivers should be integrated into the design of the apps to promote acceptance and usage.
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Affiliation(s)
- Jing Ying Lim
- Dietetics Program & Centre of Healthy Aging and Wellness (H-Care), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia; Dietetics Department, Faculty of Medicines and Health Sciences, University Putra Malaysia, Serdang, Selangor, Malaysia
| | - Nazlena Mohamad Ali
- Institute of IR4.0 (IIR4.0), Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
| | - Roslee Rajikan
- Dietetics Program & Centre of Healthy Aging and Wellness (H-Care), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Noh Amit
- Clinical Psychology and Behavioural Health Program & Center for Community Health Studies (ReaCH), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Haslina Abdul Hamid
- Dietetics Program & Center for Community Health Studies (ReaCH), Faculty of Health Sciences, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Huey Yin Leong
- Genetics Department, Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
| | - Maslina Mohamad
- Dietetics & Food Service Department, Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
| | - Bi Qi Koh
- Dietetics & Food Service Department, Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
| | - Aini Musa
- Dietetics & Food Service Department, Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
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Abdulhussein FS, Pinkney S, Görges M, van Rooij T, Amed S. Designing a Collaborative Patient-Centered Digital Health Platform for Pediatric Diabetes Care in British Columbia: Formative Needs Assessment by Caregivers of Children and Youths Living With Type 1 Diabetes and Health Care Providers. JMIR Pediatr Parent 2023; 6:e46432. [PMID: 37440296 PMCID: PMC10375277 DOI: 10.2196/46432] [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: 02/16/2023] [Revised: 05/18/2023] [Accepted: 06/12/2023] [Indexed: 07/14/2023] Open
Abstract
BACKGROUND Digital health apps are becoming increasingly available for people living with diabetes, yet data silos continue to exist. This requires health care providers (HCPs) and patients to use multiple digital platforms to access health data. OBJECTIVE In this study, we gathered the perspectives of caregivers of children and youths living with type 1 diabetes (T1D) and pediatric diabetes HCPs in the user-centered design of TrustSphere, a secure, single-point-of-access, integrative digital health platform. METHODS We distributed web-based surveys to caregivers of children and youths living with T1D and pediatric diabetes HCPs in British Columbia, Canada. Surveys were designed using ordinal scales and had free-text questions. Survey items assessed key challenges, perceptions about digital trust and security, and potential desirable features for a digital diabetes platform. RESULTS Similar challenges were identified between caregivers of children and youths living with T1D (n=99) and HCPs (n=49), including access to mental health support, integration of diabetes technology and device data, and the ability to collaborate on care plans with their diabetes team. Caregivers and HCPs identified potential features that directly addressed their challenges, such as more accessible diabetes data and diabetes care plans. Caregivers had more trust in sharing their child's data digitally than HCPs. Most caregivers and HCPs stated that an integrative platform for T1D would support collaborative patient care. CONCLUSIONS Caregiver and HCP perspectives gathered in this study will inform the early prototype of an integrative digital health platform. This prototype will be presented and iterated upon through a series of usability testing sessions with caregivers and HCPs to ensure the platform meets end users' needs.
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Affiliation(s)
- Fatema S Abdulhussein
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Susan Pinkney
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Matthias Görges
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Department of Anesthesiology Pharmacology & Therapeutics, University of British Columbia, Vancouver, BC, Canada
| | - Tibor van Rooij
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
- Department of Computer Science, University of British Columbia, Vancouver, BC, Canada
| | - Shazhan Amed
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
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Sproul A, Stevens J, Richard J. Older Adults' Use of and Interest in Technology and Applications for Health Management: A Survey Study. Can J Hosp Pharm 2023; 76:209-215. [PMID: 37409153 PMCID: PMC10284293 DOI: 10.4212/cjhp.3261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/07/2023]
Abstract
Background Older adults face challenges with managing their medications, obtaining health education, and accessing health services. Mobile health (mHealth), defined as any medical or public health practice facilitated through mobile devices, could help to overcome these difficulties. Objectives To determine what technologies and apps are in current use by older adults, to explore the types of technologies and apps that may be of interest to people in this age group, to explore concerns about technologies, and to examine any age-related differences. Methods Adults 60 years of age or older were invited to complete a 35-item electronic survey, in either French or English, which was distributed through social media and by email from organizations working with older adults. The survey was conducted in mid-2020. Results A total of 266 respondents completed some or all of the survey. Most participants had a mobile phone (229/243, 94.2%), and approximately one-third (78/222, 35.1%) had used a health-related app in the previous 12 months; this level of usage was consistent across age groups. Most respondents were interested in using an app to improve their health (171/225, 76.0%), with variation by age: highest among those 60-64 years of age (82/95, 86.3%), lower among those 80 years or older (40/52, 76.9%), and lowest among those 65-69 years of age (6/14, 42.9%). Most older adults were interested in using an app to ask questions of pharmacists (161/219, 73.5%) and to review their medications (154/218, 70.6%). Participants' mHealth concerns focused on costs, disclosure of personal information, effectiveness, usability, and endorsement by health care providers. The study limitations included challenges related to electronic recruitment and survey distribution, as well as a high representation of participants with postsecondary education. Conclusions These findings suggest that a substantial proportion of older adults are already using and are interested in using mHealth for health information, to ask questions, and/or to review their medications with a health care team member.
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Affiliation(s)
- Ashley Sproul
- , BScPharm, PharmD, is with Saint John Regional Hospital, Horizon Health Network, Saint John, New Brunswick
| | - Jonathan Stevens
- s, PharmD, BScPharm, ACPR, is with Saint John Regional Hospital, Horizon Health Network, Saint John, New Brunswick
| | - Jacqueline Richard
- , BScPharm, ACPR, is with Saint John Regional Hospital, Horizon Health Network, Saint John, New Brunswick
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19
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Hiskey O, McKeirnan K, Frazier C. Ambulatory Care Pharmacists' Perception of Telehealth Services in the Wake of the COVID-19 Pandemic: Identifying Barriers and Best Practices for the Older Patient and Beyond. Sr Care Pharm 2023; 38:193-207. [PMID: 37185142 DOI: 10.4140/tcp.n.2023.193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Background Telehealth practice in the ambulatory care pharmacy setting has seen extensive expansion because of the COVID-19 pandemic. Historically, evaluations of pharmacy-driven telehealth services have shown positive patient outcomes and high patient satisfaction, but little was known about pharmacist provider satisfaction. Additionally, barriers to telehealth practice have been highlighted with the widespread expansion of telehealth. With the push to continue high rates of telehealth use postpandemic, evaluation of current ambulatory care pharmacist telehealth practices is needed. Objective This study aimed to evaluate ambulatory care pharmacists' perception of the telehealth services they provide, including barriers patients experience, solutions to address these barriers, and perceptions of the quality of care provided through telehealth. Methods Ambulatory care pharmacists in Washington State were recruited to participate in a 16-item key informant interview. The Technology Acceptance Model was the theoretical framework applied to the interview questions and used to evaluate common themes emerging from the interviews. Results Common themes from the interviews included positive and negative attributes to telehealth care, pharmacist preferences for a video telehealth platform, technology access and use barriers for patients accessing telehealth, technology support from the provider's organization as an avenue to address these barriers, and patient-specific characteristics allowing high-quality health care through telehealth. Conclusion Using these described common ideals, ambulatory care pharmacist telehealth best practices can be developed, including a personalized approach to this care. As we emerge from the COVID-19 pandemic, actively addressing common barriers as well as successfully identifying appropriate telehealth candidates will be essential in providing high-quality virtual care.
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Affiliation(s)
- Olivia Hiskey
- Washington State University College of Pharmacy and Pharmaceutical Sciences, Department of Pharmacotherapy, Spokane, Washington
| | - Kimberly McKeirnan
- Washington State University College of Pharmacy and Pharmaceutical Sciences, Department of Pharmacotherapy, Spokane, Washington
| | - Cheyenne Frazier
- Washington State University College of Pharmacy and Pharmaceutical Sciences, Department of Pharmacotherapy, Spokane, Washington
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20
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Gao C, Shen Y, Xu W, Zhang Y, Tu Q, Zhu X, Lu Z, Yang Y. A fuzzy-set qualitative comparative analysis exploration of multiple paths to users' continuous use behavior of diabetes self-management apps. Int J Med Inform 2023; 172:105000. [PMID: 36806902 DOI: 10.1016/j.ijmedinf.2023.105000] [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: 09/06/2022] [Revised: 01/10/2023] [Accepted: 01/14/2023] [Indexed: 01/22/2023]
Abstract
BACKGROUND Despite the obvious potential benefits of diabetes self-management apps, users' continuous use of diabetes self-management apps is still not widespread. Influential factors coexisted in information ecologies are likely to have a synthetic effect on users' continuous use behavior. However, it is less clear how factors in information ecologies combine to influence users' continuous use behavior. OBJECTIVE The objectives of this study are to explore combinations of factors (perceived severity, information quality, service quality, system quality, and social influence) in information ecologies that lead to users' continuous use behavior of diabetes self-management apps and which combination is the most important. METHODS Purpose sampling was used to recruit diabetes self-management app users from July 1, 2021 to January 31, 2022. Fuzzy-set qualitative comparative analysis (fsQCA) was then employed by conducting necessity and sufficiency analysis. RESULTS In total 280 diabetes self-management app users participated. The necessity analysis indicated that no single factor was necessary to cause users' continuous use behavior, and the sufficiency analysis identified five different combinations of factors that lead to users' continuous use behavior. Of these five, the combination of high information quality, high service quality, and high social influence was found to be the most important path. CONCLUSIONS Users' continuous use behavior of diabetes self-management apps results from the synergistic effects of factors in information ecologies. The five paths that directly contribute to users' continuous use, as well as the four user types preliminarily identified in this study may provide a reference for healthcare providers and app developers.
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Affiliation(s)
- Chenchen Gao
- School of Nursing, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yucong Shen
- School of Nursing, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Wenxian Xu
- School of Nursing, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yongjie Zhang
- School of Nursing, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Qiongyao Tu
- Department of Intensive Care Medicine, Huangyan Hospital,Wenzhou Medical University, Taizhou, Zhejiang, China
| | - Xingjie Zhu
- Department of Theater, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Zhongqiu Lu
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
| | - Yeqin Yang
- School of Nursing, Wenzhou Medical University, Wenzhou, Zhejiang, China.
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21
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Kundury KK, Bovilla VR, Kumar KSP, Chandrashekarappa SM, Madhunapantula SV, Hathur B. Providing Diabetes Education through Phone Calls Assisted in the Better Control of Hyperglycemia and Improved the Knowledge of Patients on Diabetes Management. Healthcare (Basel) 2023; 11:healthcare11040528. [PMID: 36833068 PMCID: PMC9957542 DOI: 10.3390/healthcare11040528] [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: 11/28/2022] [Revised: 02/04/2023] [Accepted: 02/08/2023] [Indexed: 02/16/2023] Open
Abstract
Purpose: A recent single-arm pilot study from our group showed a significant decrease in HbA1C in Type-2 diabetes individuals provided with SMS and phone call-based education on glycemic control. Considering the preference of participants to phone call-based education, a randomized control trial (RCT) with parallel design was conducted to determine the impact of phone call-based diabetes educational intervention on the control of hyperglycemia and improvement in the knowledge about diabetes management. Objectives: To determine the impact of phone call-based educational intervention on the control of hyperglycemia and improvement in the knowledge about diabetes management. Methodology: The study was conducted for a period of 12 months on a total of 273 Type-2 diabetic patients (interventional group (n = 135); non-interventional group (n = 138)) who had provided consent to participate. Subjects in the case group received weekly phone calls on diabetes education; whereas the control group received no education. HbA1C investigations were carried out at baseline and at every fourth month until the completion of the study period for the subjects in both the groups. The impact of phone call-based education was measured by comparing HbA1C values as well as by measuring the questionnaire-based knowledge scores on diabetes management. Results: At the end of the study period, there was a significant reduction in HbA1C in 58.8% participants (n = 65) and a manifold (2-5-fold) increase in knowledge on diabetes management among participants in the case group (n = 110). However, no significant difference in HbA1C and knowledge score was observed in participants from the control group (n = 115). Conclusion: Phone call-based diabetes education is a viable option to empower patients for better management of Type-2 diabetes.
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Affiliation(s)
- Kanakavalli K. Kundury
- Department of Health System Management Studies, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Special Interest Group in Patient Care Management (SIG-PCM); JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Venugopal R. Bovilla
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR, a DST-FIST Supported Center), Department of Biochemistry (a DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - K. S. Prathap Kumar
- Department of Health System Management Studies, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Smitha M. Chandrashekarappa
- Department of Community Medicine, JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - SubbaRao V. Madhunapantula
- Center of Excellence in Molecular Biology and Regenerative Medicine (CEMR, a DST-FIST Supported Center), Department of Biochemistry (a DST-FIST Supported Department), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Special Interest Group in Cancer Biology and Cancer Stem Cells (SIG-CBCSC), JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
| | - Basavanagowdappa Hathur
- Special Interest Group in Patient Care Management (SIG-PCM); JSS Medical College, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Department of General Medicine, JSS Medical College & Hospital, JSS Academy of Higher Education & Research, Mysore 570015, Karnataka, India
- Correspondence:
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Joshua SR, Shin S, Lee JH, Kim SK. Health to Eat: A Smart Plate with Food Recognition, Classification, and Weight Measurement for Type-2 Diabetic Mellitus Patients' Nutrition Control. SENSORS (BASEL, SWITZERLAND) 2023; 23:1656. [PMID: 36772693 PMCID: PMC9920985 DOI: 10.3390/s23031656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/30/2023] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
The management of type 2 diabetes mellitus (T2DM) is generally not only focused on pharmacological therapy. Medical nutrition therapy is often forgotten by patients for several reasons, such as difficulty determining the right nutritional pattern for themselves, regulating their daily nutritional patterns, or even not heeding nutritional diet recommendations given by doctors. Management of nutritional therapy is one of the important efforts that can be made by diabetic patients to prevent an increase in the complexity of the disease. Setting a diet with proper nutrition will help patients manage a healthy diet. The development of Smart Plate Health to Eat is a technological innovation that helps patients and users know the type of food, weight, and nutrients contained in certain foods. This study involved 50 types of food with a total of 30,800 foods using the YOLOv5s algorithm, where the identification, measurement of weight, and nutrition of food were investigated using a Chenbo load cell weight sensor (1 kg), an HX711 weight weighing A/D module pressure sensor, and an IMX219-160 camera module (waveshare). The results of this study showed good identification accuracy in the analysis of four types of food: rice (58%), braised quail eggs in soy sauce (60%), spicy beef soup (62%), and dried radish (31%), with accuracy for weight and nutrition (100%).
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Affiliation(s)
- Salaki Reynaldo Joshua
- Department of Electronics, Information and Communication Engineering, Kangwon National University, Samcheok-si 25913, Republic of Korea
| | - Seungheon Shin
- Department of Computer Engineering, Kangwon National University, Samcheok-si 25913, Republic of Korea
| | - Je-Hoon Lee
- Department of Electronics, Information and Communication Engineering, Kangwon National University, Samcheok-si 25913, Republic of Korea
| | - Seong Kun Kim
- Department of Liberal Studies, Kangwon National University, Samcheok-si 25913, Republic of Korea
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23
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Ossai CI, Wickramasinghe N. Sentiments prediction and thematic analysis for diabetes mobile apps using Embedded Deep Neural Networks and Latent Dirichlet Allocation. Artif Intell Med 2023; 138:102509. [PMID: 36990592 DOI: 10.1016/j.artmed.2023.102509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/21/2022] [Accepted: 02/06/2023] [Indexed: 02/11/2023]
Abstract
The increasing reliance on mobile health for managing disease conditions has opened a new frontier in digital health, thus, the need for understanding what constitutes positive and negative sentiments of the various apps. This paper relies on Embedded Deep Neural Networks (E-DNN), Kmeans, and Latent Dirichlet Allocation (LDA) for predicting the sentiments of diabetes mobile apps users and identifying the themes and sub-themes of positive and negative sentimental users. A total of 38,640 comments from 39 diabetes mobile apps obtained from the google play store are analyzed and accuracy of 87.67 % ± 2.57 % was obtained from a 10-fold leave-one-out cross-validation. This accuracy is 2.95 % - 18.71 % better than other predominant algorithms used for sentiment analysis and 3.47 % - 20.17 % better than the results obtained by previous researchers. The study also identified the challenges of diabetes mobile apps usage to include safety and security issues, outdated information for diabetes management, clumsy user interface, and difficulty controlling operations. The positives of the apps are ease of operation, lifestyle management, effectiveness in communication and control, and data management capabilities.
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Kwan YH, Ong ZQ, Choo DYX, Phang JK, Yoon S, Low LL. A Mobile Application to Improve Diabetes Self-Management Using Rapid Prototyping: Iterative Co-Design Approach in Asian Settings. Patient Prefer Adherence 2023; 17:1-11. [PMID: 36636285 PMCID: PMC9830050 DOI: 10.2147/ppa.s386456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 12/07/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Diabetes is a global public health issue, causing burden on healthcare system and increasing risk of mortality. Mobile applications (apps) can be a promising approach to facilitate diabetes self-management. An increasingly utilized approach to facilitate engagement with mobile health (mHealth) technology is to involve potential users in the creation of the technology. OBJECTIVE The aim of this study was to use co-design for type 2 diabetes mellitus (T2DM) self-management mHealth development. METHODS Three rounds of iterative rapid prototyping panel sessions were conducted with a total of 9 T2DM participants in an Asian setting between Oct 2020 and April 2021. The participants were recruited through convenience sampling. For each round, feedback was gathered through qualitative interviews, and the feedback was used as a reference by the development team to develop and test a more refined version of the app in the next round. Transcribed semi-structured interview data was analyzed thematically using an inductive approach. RESULTS Participants' ages ranged from 40 to 69 years. Data saturation was reached, with no new themes emerging from the data. During the sessions, the participants expressed a variety of concerns and feedback on T2DM self-management using EMPOWER app and raised suggestions on the features of ideal T2DM self-management app. Important features include 1) reminders and notifications for medications, 2) Bluetooth integration with glucometers and blood pressure machines to minimize manual entry, 3) enlarged local food database including information on sugar content and recommendations for healthier options, 4) one touch for logging of routine medications and favorite foods, 5) export function for data sharing with physicians. Overall inputs concerned aspects such as user-friendliness of the app, customization possibilities, and educational content for the features in the mobile app. CONCLUSION In this study, we explored users' opinions on a T2DM self-management mobile app using co-design approach. This study adds to the growing body of literature on co-designing behavioral mHealth interventions and can potentially guide researchers in mobile app design for other chronic conditions.
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Affiliation(s)
- Yu Heng Kwan
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Internal Medicine Residency, SingHealth, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Zhi Quan Ong
- School of Computing, National University of Singapore, Singapore, Singapore
| | - Dawn Yee Xi Choo
- Department of Pharmacy, National University of Singapore, Singapore, Singapore
| | - Jie Kie Phang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Lian Leng Low
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Population Health & Integrated Care Office (PHICO), Singapore General Hospital, Singapore, Singapore
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Singapore, Singapore
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
- SingHealth Duke-NUS Family Medicine Academic Clinical Program, Singapore, Singapore
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25
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Buis L, Etingen B, Lipschitz JM, Shimada SL, McMahon N, Bolivar D, Bixler FR, Irvin D, Wacks R, Cutrona S, Frisbee KL, Smith BM. Factors Associated With Self-reported Use of Web and Mobile Health Apps Among US Military Veterans: Cross-sectional Survey. JMIR Mhealth Uhealth 2022; 10:e41767. [PMID: 36583935 PMCID: PMC9840102 DOI: 10.2196/41767] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/26/2022] [Accepted: 11/22/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Despite their prevalence and reported patient interest in their use, uptake of health-related apps is limited. The Veterans Health Administration (VHA) has developed a variety of apps to support veterans; however, uptake remains low nationally. OBJECTIVE We examined the prevalence of VHA health-related app use and how veterans learned about these apps in order to identify factors associated with their use. METHODS As part of a VHA quality improvement initiative, we recruited a national cohort of veterans to obtain feedback on their use of technology for health and collected data from them via a cross-sectional survey. The survey data were supplemented with VHA administrative data. We used descriptive statistics to examine demographic and health characteristics, health-related technology use, and how veterans learned about apps. We assessed factors associated with app use using bivariate analyses and multiple logistic regression models. RESULTS We had complete data on 1259 veterans. A majority of the sample was male (1069/1259, 84.9%), aged older than 65 years (740/1259, 58.8%), White (1086/1259, 86.3%), and non-Hispanic (1218/1259, 96.7%). Most respondents (1125/1259, 89.4%) reported being very comfortable and confident using computers, over half (675/1259, 53.6%) reported being an early adopter of technology, and almost half (595/1259, 47.3%) reported having used a VHA health-related app. Just over one-third (435/1259, 34.6%) reported that their VHA care team members encouraged them to use health-related apps. Respondents reported learning about available VHA health-related apps by reading about them on the VHA's patient portal (468/1259, 37.2%), being told about them by their VHA health care team (316/1259, 25.1%), and reading about them on the VHA's website (139/1259, 11%). Veterans who self-reported having used VHA health-related apps were more likely to receive care at the VHA (OR [odds ratio] 1.3, 95% CI 1.0-1.7), be in worse health (as assessed by Hierarchical Condition Community score; OR 1.1, 95% CI 1.0-1.2), report owning a desktop or laptop computer (OR 1.8, 95% CI 1.1-3.1), have posttraumatic stress disorder (OR 1.4, 95% CI 1.1-1.9), and report having VHA health care team members encourage them to use the apps (OR 2.7, 95% CI 2.1-3.4). CONCLUSIONS We found strong associations between self-reported use by veterans of VHA health-related apps and multiple variables in our survey. The strongest association was observed between a veteran self-reporting app use and having received encouragement from their VHA health care team to use the apps. Veterans who reported receiving encouragement from their VHA care team members had nearly 3 times higher odds of using VHA apps than veterans who did not report receiving such encouragement. Our results add to growing evidence suggesting that endorsement of apps by a health care system or health care team can positively impact patient uptake and use.
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Affiliation(s)
| | - Bella Etingen
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center of Innovation for Complex Chronic Healthcare, Hines Veterans Affairs Hospital, Hines, IL, United States
| | - Jessica M Lipschitz
- Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, United States.,Harvard Medical School, Boston, MA, United States
| | - Stephanie L Shimada
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center for Healthcare Organization and Implementation Research, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Department of Health Law, Policy, and Management, Boston University School of Public Health, Boston, MA, United States.,Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Nicholas McMahon
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center for Healthcare Organization and Implementation Research, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States
| | - Derek Bolivar
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center for Healthcare Organization and Implementation Research, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States
| | - Felicia R Bixler
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center of Innovation for Complex Chronic Healthcare, Hines Veterans Affairs Hospital, Hines, IL, United States
| | - Dawn Irvin
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center of Innovation for Complex Chronic Healthcare, Hines Veterans Affairs Hospital, Hines, IL, United States
| | - Rachel Wacks
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center for Healthcare Organization and Implementation Research, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States
| | - Sarah Cutrona
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center for Healthcare Organization and Implementation Research, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, United States
| | - Kathleen L Frisbee
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Office of Connected Care, Veterans Health Administration, US Department of Veterans Affairs, Washington, DC, United States
| | - Bridget M Smith
- eHealth Partnered Evaluation Initiative, Veterans Affairs Bedford Healthcare System, Bedford, MA, United States.,Center of Innovation for Complex Chronic Healthcare, Hines Veterans Affairs Hospital, Hines, IL, United States.,Northwestern University Feinberg School of Medicine, Chicago, IL, United States
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User experience of a self-management WeChat applet for patients with neurogenic bladder: A qualitative approach. Int J Nurs Sci 2022; 10:89-96. [PMID: 36860717 PMCID: PMC9969162 DOI: 10.1016/j.ijnss.2022.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 11/03/2022] [Accepted: 12/19/2022] [Indexed: 12/29/2022] Open
Abstract
Objectives This study aimed to determine patients' perceived benefits of a WeChat applet for self-management of patients with neurogenic bladder (NGB) and identify the key factors hindering their adoption. Methods In the qualitative study, 19 NGB patients were invited for semi-structured interviews. They were hospitalized in the rehabilitation departments of two tertiary hospitals in Shenzhen and tried out the self-management applet for two weeks. Data were analyzed using the content analysis method. Results The results indicated that the WeChat applet of self-management was helpful and embraced by the NGB patients. Three perceived benefits were identified 1) being accessible, flexible, and intuitive to users, 2) driving bladder self-management, and 3) directing the way for care partners and family members. Challenges hindering the adoption of the applet included 1) negative attitudes of patients towards bladder self-management and patient characteristics, 2) concerns about the risks of mHealth, and 3) the necessity of applet upgrading. Conclusion This study showed feasibility of the WeChat applet for self-management among NGB patients to meet their needs for access to information during hospitalization and after discharge. The study also identified facilitators and barriers to patient use, providing valuable information for healthcare providers to implement mHealth interventions to promote self-management among NGB patients.
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Blanchard J, Ahmed S, Clark B, Sanchez Cotto L, Rangasamy S, Thompson B. Design and Testing of a Smartphone Application for Real-Time Tracking of CSII and CGM Site Rotation Compliance in Patients With Type 1 Diabetes. J Diabetes Sci Technol 2022:19322968221145178. [PMID: 36539997 DOI: 10.1177/19322968221145178] [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] [Indexed: 12/24/2022]
Abstract
INTRODUCTION Glycemic control in patients with type 1 diabetes can be difficult to achieve. One critical aspect of insulin delivery is site rotation, which is necessary to reduce dermatologic complications of repeated insulin infusion. No current application is designed to help patients track sites and instruct on overused sites. OBJECTIVE The objectives of this study were to (1) design a smartphone app, Insulin Site Guide, to gather real-time information on continuous subcutaneous insulin infusion (CSII) and continuous glucose monitor (CGM) site location and rotation compliance and instruct subjects on the use of an overused site; (2) conduct a usability study to measure site rotation compliance; and (3) report subject satisfaction with the app. DESIGN The app is installed on the subject's smartphone. Subjects use the app to record CSII and CGM placement in real-time. Data are sent to the study team at the end of the study. Subjects complete a questionnaire concerning the app. RESULTS We report site rotation compliance data for eight subjects and survey responses for 10 subjects. Initial data from eight subjects indicate a high site rotation compliance of 84% for insulin pumps. In general, the majority of users indicate high satisfaction with the app. CONCLUSIONS Insulin Site Guide is a mobile app that uses a novel algorithm to better guide site rotation. Use of the app has the potential to improve site rotation and decrease dermatologic complications of diabetes with long-term use.
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Affiliation(s)
- John Blanchard
- Translational Genomics Research Institute, Phoenix, AZ, USA
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Yoon S, Kwan YH, Phang JK, Tan WB, Low LL. Personal Goals, Barriers to Self-Management and Desired mHealth Application Features to Improve Self-Care in Multi-Ethnic Asian Patients with Type 2 Diabetes: A Qualitative Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15415. [PMID: 36430134 PMCID: PMC9692780 DOI: 10.3390/ijerph192215415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2022] [Revised: 11/02/2022] [Accepted: 11/17/2022] [Indexed: 06/16/2023]
Abstract
(1) Introduction: The ubiquity of mobile phones suggests the potential of mobile health applications to reach patients with type 2 diabetes and engage them to improve self-care. This study aimed to explore personal goals, barriers to self-management and desired mobile health application features to improve self-care among multi-ethnic Asian patients with type 2 diabetes. (2) Methods: We conducted semi-structured interviews with patients with type 2 diabetes (n = 29). Patients were recruited from a multi-disciplinary center for diabetes and metabolism in Singapore, using a purposive sampling strategy. Various visual materials, collated from existing mobile health application features, were used to facilitate the discussion. Interviews were transcribed verbatim and thematically analyzed. (3) Results: A total of 29 patients participated in 11 focus group discussions or one-on-one interviews. Personal goals for self-management were centered around short-term outcome expectancy, such as better glucose control and a reduced number of medications. Self-management was hampered by competing priorities and limited healthy food options when at work, while a lack of tailored advice from healthcare providers further diminished competence. The desired mobile health app features to improve self-care behaviors included quantifiable goal-setting, personalized nudges based on tracked data, built-in resources from credible sources, in-app social support through virtual interaction with peers and healthcare providers, technology-driven novel data logging and user-defined nudges. (4) Conclusions: We identified a set of app features that may foster motivation to engage in lifestyle modification for patients with T2DM. The findings serve to inform the design of artificial intelligence-enabled mobile health application intervention aimed at improving diabetes self-care.
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Affiliation(s)
- Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore 169857, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore 828815, Singapore
| | - Yu Heng Kwan
- Health Services and Systems Research, Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Pharmacy, National University of Singapore, Singapore 119077, Singapore
- Department of Internal Medicine, Singapore Health Services, Singapore 168753, Singapore
| | - Jie Kie Phang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore 169857, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore 828815, Singapore
| | - Wee Boon Tan
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore 828815, Singapore
- Population Health & Integrated Care Office (PHICO), Singapore General Hospital, Singapore 168753, Singapore
| | - Lian Leng Low
- Health Services and Systems Research, Duke-NUS Medical School, Singapore 169857, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore 828815, Singapore
- Population Health & Integrated Care Office (PHICO), Singapore General Hospital, Singapore 168753, Singapore
- Department of Family Medicine and Continuing Care, Singapore General Hospital, Singapore 169856, Singapore
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore 168582, Singapore
- Family Medicine Academic Clinical Program, SingHealth Duke-NUS, Singapore 168753, Singapore
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Cardiac Autonomic Neuropathy in Type 1 and 2 Diabetes: Epidemiology, Pathophysiology, and Management. Clin Ther 2022; 44:1394-1416. [DOI: 10.1016/j.clinthera.2022.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 07/23/2022] [Accepted: 09/06/2022] [Indexed: 11/21/2022]
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Knoedler L, Baecher H, Kauke-Navarro M, Prantl L, Machens HG, Scheuermann P, Palm C, Baumann R, Kehrer A, Panayi AC, Knoedler S. Towards a Reliable and Rapid Automated Grading System in Facial Palsy Patients: Facial Palsy Surgery Meets Computer Science. J Clin Med 2022; 11:jcm11174998. [PMID: 36078928 PMCID: PMC9457271 DOI: 10.3390/jcm11174998] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 08/22/2022] [Accepted: 08/23/2022] [Indexed: 11/22/2022] Open
Abstract
Background: Reliable, time- and cost-effective, and clinician-friendly diagnostic tools are cornerstones in facial palsy (FP) patient management. Different automated FP grading systems have been developed but revealed persisting downsides such as insufficient accuracy and cost-intensive hardware. We aimed to overcome these barriers and programmed an automated grading system for FP patients utilizing the House and Brackmann scale (HBS). Methods: Image datasets of 86 patients seen at the Department of Plastic, Hand, and Reconstructive Surgery at the University Hospital Regensburg, Germany, between June 2017 and May 2021, were used to train the neural network and evaluate its accuracy. Nine facial poses per patient were analyzed by the algorithm. Results: The algorithm showed an accuracy of 100%. Oversampling did not result in altered outcomes, while the direct form displayed superior accuracy levels when compared to the modular classification form (n = 86; 100% vs. 99%). The Early Fusion technique was linked to improved accuracy outcomes in comparison to the Late Fusion and sequential method (n = 86; 100% vs. 96% vs. 97%). Conclusions: Our automated FP grading system combines high-level accuracy with cost- and time-effectiveness. Our algorithm may accelerate the grading process in FP patients and facilitate the FP surgeon’s workflow.
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Affiliation(s)
- Leonard Knoedler
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
- Correspondence: ; Tel.: +49-151-448-249-58
| | - Helena Baecher
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Martin Kauke-Navarro
- Department of Surgery, Division of Plastic Surgery, Yale School of Medicine, New Haven, CT 06510, USA
| | - Lukas Prantl
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Hans-Günther Machens
- Department of Plastic Surgery and Hand Surgery, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany
| | - Philipp Scheuermann
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Christoph Palm
- Regensburg Medical Image Computing Lab, Ostbayrische Technische Hochschule Regensburg, 93053 Regensburg, Germany
| | - Raphael Baumann
- Regensburg Medical Image Computing Lab, Ostbayrische Technische Hochschule Regensburg, 93053 Regensburg, Germany
| | - Andreas Kehrer
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
| | - Adriana C. Panayi
- Department of Surgery, Division of Plastic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Samuel Knoedler
- Department of Plastic, Hand and Reconstructive Surgery, University Hospital Regensburg, 93053 Regensburg, Germany
- Department of Plastic Surgery and Hand Surgery, Klinikum Rechts der Isar, Technical University of Munich, 81675 Munich, Germany
- Department of Surgery, Division of Plastic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA
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Strauss G, Flannery JE, Vierra E, Koepsell X, Berglund E, Miller I, Lake JI. Meaningful engagement: A crossfunctional framework for digital therapeutics. Front Digit Health 2022; 4:890081. [PMID: 36052316 PMCID: PMC9426459 DOI: 10.3389/fdgth.2022.890081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 07/26/2022] [Indexed: 11/17/2022] Open
Abstract
Digital mental health interventions, or digital therapeutics, have the potential to transform the field of mental health. They provide the opportunity for increased accessibility, reduced stigma, and daily integration with patient's lives. However, as the burgeoning field continues to expand, there is a growing concern regarding the level and type of engagement users have with these technologies. Unlike many traditional technology products that have optimized their user experience to maximize the amount of time users spend within the product, such engagement within a digital therapeutic is not sufficient if users are not experiencing an improvement in clinical outcomes. In fact, a primary challenge within digital therapeutics is user engagement. Digital therapeutics are only effective if users sufficiently engage with them and, we argue, only if users meaningfully engage with the product. Therefore, we propose a 4-step framework to assess meaningful engagement within digital therapeutics: (1) Define the measure of value (2) Operationalize meaningful engagement for your digital therapeutic (3) Implement solutions to increase meaningful engagement (4) Iteratively evaluate the solution's impact on meaningful engagement and clinical outcomes. We provide recommendations to the common challenges associated with each step. We specifically emphasize a cross-functional approach to assessing meaningful engagement and use an adolescent-focused example throughout to further highlight developmental considerations one should consider depending on their target users.
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Ossai CI, Wickramasinghe N. Automatic user sentiments extraction from diabetes mobile apps - An evaluation of reviews with machine learning. Inform Health Soc Care 2022:1-20. [PMID: 35930432 DOI: 10.1080/17538157.2022.2097083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Using diabetes mobile apps for self-management of diabetes is one of the emerging strategies for controlling blood sugar levels and maintaining the wellness of patients with diabetes. This study aims to develop a strategy for thematically extracting user comments from diabetes mobile apps to understand the concern of patients with diabetes. Hence, 2678 user comments obtained from the Google Play Store are thematically analyzed with Non-negative Matrix Factorization (NMF) to identify the themes for describing positive, neutral, and negative sentiments. These themes are used as the ground truth for developing a 10-fold cross-validation ensemble Multilayer Artificial Neural Network (ANN) model following the Bag of Word (BOW) analysis of lemmatized user comments. The result shows that a total of 41.24% of positive sentimental users identified the diabetes mobile apps as Effective for Blood Sugar Monitoring (EBSM), 32.36% with neutral sentiments are mostly impressed by the Information Quality (IQ), whereas 40.81% of unhappy users are worried about the Poor Information Quality (PIQ). The prediction accuracy of the ANN model is 89%-97%, which is 5%-48% better than other predominant algorithms. It can be concluded from this study that diabetes mobile apps with a simple user interface, effective data storage and security, medication adherence, and doctor appointment scheduling are preferred by patients with diabetes.
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Affiliation(s)
- Chinedu I Ossai
- Department of Health Science and Biostatistics, Swinburne University of Technology; Swinburne University, Melbourne, Australia
| | - Nilmini Wickramasinghe
- Department of Health Science and Biostatistics, Swinburne University of Technology; Swinburne University, Melbourne, Australia
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Alaslawi H, Berrou I, Al Hamid A, Alhuwail D, Aslanpour Z. Diabetes Self-management Apps: Systematic Review of Adoption Determinants and Future Research Agenda. JMIR Diabetes 2022; 7:e28153. [PMID: 35900826 PMCID: PMC9377471 DOI: 10.2196/28153] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 06/30/2021] [Accepted: 03/24/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Most diabetes management involves self-management. Effective self-management of the condition improves diabetes control, reduces the risk of complications, and improves patient outcomes. Mobile apps for diabetes self-management (DSM) can enhance patients' self-management activities. However, they are only effective if clinicians recommend them, and patients use them. OBJECTIVE This study aimed to explore the determinants of DSM apps' use by patients and their recommendations by health care professionals (HCPs). It also outlines the future research agenda for using DSM apps in diabetes care. METHODS We systematically reviewed the factors affecting the adoption of DSM apps by both patients and HCPs. Searches were performed using PubMed, Scopus, CINAHL, Cochrane Central, ACM, and Xplore digital libraries for articles published from 2008 to 2020. The search terms were diabetes, mobile apps, and self-management. Relevant data were extracted from the included studies and analyzed using a thematic synthesis approach. RESULTS A total of 28 studies met the inclusion criteria. We identified a range of determinants related to patients' and HCPs' characteristics, experiences, and preferences. Young female patients were more likely to adopt DSM apps. Patients' perceptions of the benefits of apps, ease of use, and recommendations by patients and other HCPs strongly affect their intention to use DSM apps. HCPs are less likely to recommend these apps if they do not perceive their benefits and may not recommend their use if they are unaware of their existence or credibility. Young and technology-savvy HCPs were more likely to recommend DSM apps. CONCLUSIONS Despite the potential of DSM apps to improve patients' self-care activities and diabetes outcomes, HCPs and patients remain hesitant to use them. However, the COVID-19 pandemic may hasten the integration of technology into diabetes care. The use of DSM apps may become a part of the new normal.
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Affiliation(s)
- Hessah Alaslawi
- Department of Clinical and Pharmaceutical Sciences, University of Hertfordshire, Hatfield, United Kingdom
| | - Ilhem Berrou
- School of Health & Social Wellbeing, University of the West of England, Bristol, United Kingdom
| | | | - Dari Alhuwail
- Department of Information Science, College of Computing Sciences and Engineering, Kuwait University, Kuwait, Kuwait
| | - Zoe Aslanpour
- Department of Clinical and Pharmaceutical Sciences, University of Hertfordshire, Hatfield, United Kingdom
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Barriers and Supports in eHealth Implementation among People with Chronic Cardiovascular Ailments: Integrative Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19148296. [PMID: 35886149 PMCID: PMC9318125 DOI: 10.3390/ijerph19148296] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/16/2022] [Accepted: 06/17/2022] [Indexed: 02/01/2023]
Abstract
eHealth interventions use information technology to provide attention to patients with chronic cardiovascular conditions, thereby supporting their self-management abilities. OBJECTIVE Identify barriers and aids to the implementation of eHealth interventions in people with chronic cardiovascular conditions from the perspectives of users, health professionals and institutions. METHOD An integrative database review of WoS, Scopus, PubMed and Scielo of publications between 2016 and 2020 reporting eHealth interventions in people with chronic cardiovascular diseases. Keywords used were eHealth and chronic disease. Following inclusion and exclusion criteria application, 14 articles were identified. RESULTS Barriers and aids were identified from the viewpoints of users, health professionals and health institutions. Some notable barriers include users' age and low technological literacy, perceived depersonalization in attention, limitations in technology access and usability, and associated costs. Aids included digital education and support from significant others. CONCLUSIONS eHealth interventions are an alternative with wide potentiality for chronic disease management; however, their implementation must be actively managed.
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Dias SB, Oikonomidis Y, Diniz JA, Baptista F, Carnide F, Bensenousi A, Botana JM, Tsatsou D, Stefanidis K, Gymnopoulos L, Dimitropoulos K, Daras P, Argiriou A, Rouskas K, Wilson-Barnes S, Hart K, Merry N, Russell D, Konstantinova J, Lalama E, Pfeiffer A, Kokkinopoulou A, Hassapidou M, Pagkalos I, Patra E, Buys R, Cornelissen V, Batista A, Cobello S, Milli E, Vagnozzi C, Bryant S, Maas S, Bacelar P, Gravina S, Vlaskalin J, Brkic B, Telo G, Mantovani E, Gkotsopoulou O, Iakovakis D, Hadjidimitriou S, Charisis V, Hadjileontiadis LJ. Users' Perspective on the AI-Based Smartphone PROTEIN App for Personalized Nutrition and Healthy Living: A Modified Technology Acceptance Model (mTAM) Approach. Front Nutr 2022; 9:898031. [PMID: 35879982 PMCID: PMC9307489 DOI: 10.3389/fnut.2022.898031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 05/31/2022] [Indexed: 12/02/2022] Open
Abstract
The ubiquitous nature of smartphone ownership, its broad application and usage, along with its interactive delivery of timely feedback are appealing for health-related behavior change interventions via mobile apps. However, users' perspectives about such apps are vital in better bridging the gap between their design intention and effective practical usage. In this vein, a modified technology acceptance model (mTAM) is proposed here, to explain the relationship between users' perspectives when using an AI-based smartphone app for personalized nutrition and healthy living, namely, PROTEIN, and the mTAM constructs toward behavior change in their nutrition and physical activity habits. In particular, online survey data from 85 users of the PROTEIN app within a period of 2 months were subjected to confirmatory factor analysis (CFA) and regression analysis (RA) to reveal the relationship of the mTAM constructs, i.e., perceived usefulness (PU), perceived ease of use (PEoU), perceived novelty (PN), perceived personalization (PP), usage attitude (UA), and usage intention (UI) with the users' behavior change (BC), as expressed via the acceptance/rejection of six related hypotheses (H1-H6), respectively. The resulted CFA-related parameters, i.e., factor loading (FL) with the related p-value, average variance extracted (AVE), and composite reliability (CR), along with the RA results, have shown that all hypotheses H1-H6 can be accepted (p < 0.001). In particular, it was found that, in all cases, FL > 0.5, CR > 0.7, AVE > 0.5, indicating that the items/constructs within the mTAM framework have good convergent validity. Moreover, the adjusted coefficient of determination (R 2) was found within the range of 0.224-0.732, justifying the positive effect of PU, PEoU, PN, and PP on the UA, that in turn positively affects the UI, leading to the BC. Additionally, using a hierarchical RA, a significant change in the prediction of BC from UA when the UI is used as a mediating variable was identified. The explored mTAM framework provides the means for explaining the role of each construct in the functionality of the PROTEIN app as a supportive tool for the users to improve their healthy living by adopting behavior change in their dietary and physical activity habits. The findings herein offer insights and references for formulating new strategies and policies to improve the collaboration among app designers, developers, behavior scientists, nutritionists, physical activity/exercise physiology experts, and marketing experts for app design/development toward behavior change.
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Affiliation(s)
- Sofia Balula Dias
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Estrada da Costa, Lisbon, Portugal
| | | | - José Alves Diniz
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Estrada da Costa, Lisbon, Portugal
| | - Fátima Baptista
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Estrada da Costa, Lisbon, Portugal
| | - Filomena Carnide
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Estrada da Costa, Lisbon, Portugal
| | | | | | | | | | | | | | - Petros Daras
- Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Anagnostis Argiriou
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Konstantinos Rouskas
- Institute of Applied Biosciences, Centre for Research and Technology Hellas, Thessaloniki, Greece
| | - Saskia Wilson-Barnes
- School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom
| | - Kathryn Hart
- School of Biosciences and Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, United Kingdom
| | - Neil Merry
- OCADO Technology, London, United Kingdom
| | | | | | - Elena Lalama
- Department of Endocrinology, Diabetes and Nutrition and German Institute of Human Nutrition, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Andreas Pfeiffer
- Department of Endocrinology, Diabetes and Nutrition and German Institute of Human Nutrition, Charité, Universitätsmedizin Berlin, Berlin, Germany
| | - Anna Kokkinopoulou
- Department of Nutritional Sciences and Dietetics, International Hellenic University, Thessaloniki, Greece
| | - Maria Hassapidou
- Department of Nutritional Sciences and Dietetics, International Hellenic University, Thessaloniki, Greece
| | - Ioannis Pagkalos
- Department of Nutritional Sciences and Dietetics, International Hellenic University, Thessaloniki, Greece
| | - Elena Patra
- Department of Nutritional Sciences and Dietetics, International Hellenic University, Thessaloniki, Greece
| | - Roselien Buys
- Department of Rehabilitation Sciences and Department of Cardiovascular Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Véronique Cornelissen
- Department of Rehabilitation Sciences and Department of Cardiovascular Sciences, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Ana Batista
- Sport Lisboa Benfica Futebol, Lisbon, Portugal
| | | | - Elena Milli
- Polo Europeo della Conoscenza, Verona, Italy
| | | | - Sheree Bryant
- European Association for the Study of Obesity (EASO), Middlesex, United Kingdom
| | - Simon Maas
- AgriFood Capital BV, Hertogenbosch, Netherlands
| | | | | | - Jovana Vlaskalin
- BioSense Institute, Research and Development Institute for Information Technology in Biosystems, Novi Sad, Serbia
| | - Boris Brkic
- BioSense Institute, Research and Development Institute for Information Technology in Biosystems, Novi Sad, Serbia
| | | | - Eugenio Mantovani
- Research Group on Law, Science, Technology and Society, Faculty of Law & Criminology, Vrije Universiteit Brussel, Ixelles, Belgium
| | - Olga Gkotsopoulou
- Research Group on Law, Science, Technology and Society, Faculty of Law & Criminology, Vrije Universiteit Brussel, Ixelles, Belgium
| | - Dimitrios Iakovakis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Stelios Hadjidimitriou
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Vasileios Charisis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Leontios J. Hadjileontiadis
- Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Department of Biomedical Engineering, Healthcare Engineering Innovation Center (HEIC), Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates
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Digital tools in allergy and respiratory care. World Allergy Organ J 2022; 15:100661. [PMID: 35784945 PMCID: PMC9243254 DOI: 10.1016/j.waojou.2022.100661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 04/13/2022] [Accepted: 05/25/2022] [Indexed: 11/22/2022] Open
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Stephen DA, Nordin A, Nilsson J, Persenius M. Using mHealth applications for self-care - An integrative review on perceptions among adults with type 1 diabetes. BMC Endocr Disord 2022; 22:138. [PMID: 35614419 PMCID: PMC9131554 DOI: 10.1186/s12902-022-01039-x] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Accepted: 05/03/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Individually designed interventions delivered through mobile health applications (mHealth apps) may be able to effectively support diabetes self-care. Our aim was to review and synthesize available evidence in the literature regarding perception of adults with type 1 diabetes on the features of mHealth apps that help promote diabetes self-care, as well as facilitators and barriers to their use. An additional aim was to review literature on changes in patient reported outcome measures (PROMs) in the same population while using mHealth apps for diabetes self-care. METHODS Quantitative and qualitative studies focusing on adults aged 18 years and over with type 1 diabetes in any context were included. A systematic literature search using selected databases was conducted. Data was synthesised using narrative synthesis. RESULTS We found that features of mHealth apps designed to help promote and maintain diabetes self-care could be categorized into self-care data monitoring, app display, feedback & reminders, data entry, data sharing, and additional features. Factors affecting the use of mHealth apps reported in the literature were personal factors, app design or usability factors, privacy and safety factors, or socioeconomic factors. Quality of life and diabetes distress were the most commonly reported PROMs in the included studies. CONCLUSION We are unable to reach a conclusive result due to the heterogeneity of the included studies as well as the limited number of studies reporting on these areas among adults with type 1 diabetes. We therefore recommend further large-scale studies looking into these areas that can ultimately improve mHealth app use in type 1 diabetes self-care. SYSTEMATIC REVIEW REGISTRATION Prospero CRD42020157620 .
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Affiliation(s)
- Divya Anna Stephen
- Department of Health Sciences, Faculty for Health, Science And Technology, Karlstad University, Karlstad, Sweden.
| | - Anna Nordin
- Department of Health Sciences, Faculty for Health, Science And Technology, Karlstad University, Karlstad, Sweden
- Department of Health, Learning and Technology, Nursing and Medical Technology, Luleå University of Technology, Luleå, Sweden
| | - Jan Nilsson
- Department of Health Sciences, Faculty for Health, Science And Technology, Karlstad University, Karlstad, Sweden
- Faculty of Health and Social Sciences, Inland Norway University of Applied Sciences, Elverum, Norway
| | - Mona Persenius
- Department of Health Sciences, Faculty for Health, Science And Technology, Karlstad University, Karlstad, Sweden
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Effectiveness of App-Based Intervention to Improve Health Status of Sedentary Middle-Aged Males and Females. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19105857. [PMID: 35627392 PMCID: PMC9141809 DOI: 10.3390/ijerph19105857] [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: 04/05/2022] [Revised: 05/09/2022] [Accepted: 05/10/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Adherence to a nutritional program and physical activity are the fundamental aspects of treatment for weight loss and associated problems. Previous research has shown that self-monitoring using a mobile device improves self-management. METHODS A total of 35 subjects (40.6 ± 9.24 years) participated in the study. During the control period (3 months), they received physical exercise guidelines and a personalized nutritional program, with the aim of promoting health status. In the experimental period (3 months), there was also a connection between the physical world (health care processes) and the digital world (app). All participants had their body composition and cardiovascular variables measured. They also underwent calcaneal densitometry to determine bone quality. Descriptive statistics, correlations and analysis of variance were performed (by a researcher who was not involved in the data collection) to study the changes between before and after interventions, as well as to make a comparison between treatments. RESULTS The use of an app, in which there exist a prediction of the evolution, messages of results and advice, among others, mediated by the assistance of dietitians/nutritionists and sports scientists, had a positive impact on the improvement of health parameters, showing significant differences in all variables except troponin. CONCLUSIONS The combination of healthy habits with the use of the app provided benefits, improving health.
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Potter E, Burstein F, Flynn D, Hwang ID, Dinh T, Goh TY, Mohammad Ebrahim M, Gilfillan C. Physician-Authored Feedback in a Type 2 Diabetes Self-management App: Acceptability Study. JMIR Form Res 2022; 6:e31736. [PMID: 35536614 PMCID: PMC9131138 DOI: 10.2196/31736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 01/04/2022] [Accepted: 01/25/2022] [Indexed: 11/16/2022] Open
Abstract
Background Type 2 diabetes (T2D) is increasingly prevalent in society, in part because of behavioral issues, with sedentary behavior, reduced exercise, and the consumption of foods with a high glycemic index being major contributors. There is evidence for the efficacy of mobile apps in promoting behavior change and lifestyle improvements in people with T2D. Many mobile phone apps help to monitor the condition of people with T2D and inform them about their health. Some of these digital interventions involve patients using apps on their own or in conjunction with health care professionals. Objective This study aimed to test the acceptability of receiving app-based, daily physician feedback for patients with T2D that is informed by the continuous monitoring of their activity, food choices, and glucose profiles, with the aim of encouraging healthier behavior. The GLOOK! app was designed and developed by an academic research team and pilot-tested at an Australian public hospital. Methods A total of 15 patients diagnosed with T2D wore a glucose monitor and an Apple Watch for 12 days. The uploaded data were integrated into the GLOOK! app on the patients’ smartphones, which also enabled the recording of activity and consumed food. A physician provided daily feedback to each individual through the app based on their data from each of the 12 days. At the beginning and end of the study, data were collected on vital signs, anthropometry, hemoglobin A1c level, fructosamine level, and fasting lipids level. Participants were also interviewed at the beginning and end of the study to assess the acceptability of the intervention and its potential impact on promoting positive behavior change. Results Over the 12 days of the study, there was a significant reduction of 0.22% (P=.004) in hemoglobin A1c level. There were favorable changes in fructosamine and lipid fractions; however, none reached significance. There was also a fall of 0.65 kg in body weight and falls in blood pressure and pulse rate that did not reach significance. Patient feedback on the GLOOK! system was positive. Of the 15 participants, 13 (87%) were enthusiastic about continuing to use the app system if some usability and reliability aspects were improved. All participants regarded the personalized physician feedback as supportive and helpful in understanding their own health behavior. Of the 15 participants, 4 (27%) felt that using the system encouraged long-term behavior changes. Conclusions A mobile app system that provides people with T2D daily, physician-generated, personalized feedback can produce favorable changes in glycemic and cardiovascular risk parameters—even in the short term—and encourage better self-management of their condition. Study participants found the experience of using the mobile app system acceptable and were motivated to establish longer-term lifestyle improvements through behavior changes.
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Affiliation(s)
- Eden Potter
- Design Health Collab, Monash Art, Design and Architecture, Monash University, Melbourne, Australia
| | - Frada Burstein
- Faculty of Information Technology, Monash University, Melbourne, Australia
| | - Daphne Flynn
- Design Health Collab, Monash Art, Design and Architecture, Monash University, Melbourne, Australia
| | - In Dae Hwang
- Design Health Collab, Monash Art, Design and Architecture, Monash University, Melbourne, Australia
| | - Tina Dinh
- Design Health Collab, Monash Art, Design and Architecture, Monash University, Melbourne, Australia
| | - Tian Yu Goh
- Faculty of Information Technology, Monash University, Melbourne, Australia
| | - Mina Mohammad Ebrahim
- Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Christopher Gilfillan
- Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
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Pit S, Ramsden R, Tan AJ, Payne K, Barr J, Eames B, Edwards M, Colbran R. Persuasive Design Techniques and App Design Recommendations to Improve Health Workforce Capability in Rural Health Professionals: What Do Users Want and How Does an App Help? JMIR Hum Factors 2022; 9:e35094. [PMID: 35499866 PMCID: PMC9112088 DOI: 10.2196/35094] [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: 11/20/2021] [Revised: 12/11/2021] [Accepted: 12/28/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Health professionals' perceptions of persuasive design techniques for use in technological solutions to improve health workforce capability have not been previously explored. OBJECTIVE This study aims to explore rural health professionals' perceptions of health workforce capability and persuasive design techniques; and translate these into recommendations for designing a health workforce capability app to increase their impact and usefulness. METHODS Qualitative interviews with 13 rural health professionals were conducted. Subsequently, 32 persuasive techniques were used as a framework to deductively analyze the data. Persuasive design technique domains were Primary Task Support, Dialog Support, System Credibility Support, Social Support, and Cialdini's Principles of Persuasion. RESULTS Persuasive design techniques can be applied across the factors that influence health workforce capability including health and personal qualities; competencies and skills; values, attitudes, and motivation; and factors that operate outside of work and at the team, organizational, and labor market levels. The majority of the 32 persuasive design techniques were reflected in the data from the interviews and led to recommendations as to how these could be translated into practice, with the exception of scarcity. Many suggestions and persuasive design techniques link back to the need for tailored and localized solutions such as the need for country-specific-based evidence, the wish for localized communities of practice, learning from other rural health professionals, and referral pathways to other clinicians. Participants identified how persuasive design techniques can optimize the user experience to help meet rural health professionals needs for more efficient systems to improve patient access to care, quality care, and to enable working in interprofessional team-based care. Social inclusion plays a vital role for health professionals, indicating the importance of the Social Support domain of persuasive techniques. Overall, health professionals were open to self-monitoring of their work performance and some professionals used wearables to monitor their health. CONCLUSIONS Rural health professionals' perceptions of health workforce capability informed which persuasive design techniques can be used to optimize the user experience of an app. These were translated into recommendations for designing a health workforce capability app to increase likelihood of adoption. This study has also contributed to the further validation of the Persuasive Systems Design model through empirically aligning elements of the model to increase persuasive system content and functionality with real-world applied data, in this case the health workforce capability of rural health professionals. Our findings confirm that these techniques can be used to develop a future prototype of an app that may assist health professionals in improving or maintaining their health workforce capability which in turn may increase recruitment and retention in rural areas. Health professionals need to be central during the design phase. Interventions are needed to provide a supportive environment to rural and remote health professionals to increase their rural health workforce capability.
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Affiliation(s)
- Sabrina Pit
- New South Wales Rural Doctors Network, Hamilton, Australia
- School of Medicine, Western Sydney University, Campbelltown, Australia
- University Centre for Rural Health, Faculty of Medicine and Health Sciences, University of Sydney, Lismore, Australia
| | - Robyn Ramsden
- New South Wales Rural Doctors Network, Hamilton, Australia
| | - Aaron Jh Tan
- New South Wales Rural Doctors Network, Hamilton, Australia
| | - Kristy Payne
- New South Wales Rural Doctors Network, Hamilton, Australia
| | - James Barr
- New South Wales Rural Doctors Network, Hamilton, Australia
| | - Benjamin Eames
- New South Wales Rural Doctors Network, Hamilton, Australia
| | - Mike Edwards
- New South Wales Rural Doctors Network, Hamilton, Australia
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Kerr D, Edelman S, Vespasiani G, Khunti K. New digital health technologies for insulin initiation and optimization for people with type 2 diabetes. Endocr Pract 2022; 28:811-821. [PMID: 35452813 DOI: 10.1016/j.eprac.2022.04.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Revised: 03/31/2022] [Accepted: 04/11/2022] [Indexed: 11/17/2022]
Abstract
OBJECTIVE The health and economic burden of type 2 diabetes (T2D) is of global significance. Many people with T2D eventually need insulin to help reduce their risk of serious associated complications. However, barriers in initiating and/or optimizing insulin expose people with diabetes to sustained hyperglycemia. In this review, we investigate how new and future technologies may provide opportunities to help overcome barriers to insulin initiation and/or optimization. METHODS A focused literature search of PubMed and key scientific congresses was conducted. Software tools and devices developed to support insulin initiation and/or optimization were identified by manually filtering over 300 publications and conference abstracts. RESULTS Most software tools have been developed for a smartphone platform. At present, published data suggest that use of these technologies is associated with equivalent or improved glycemic outcomes compared with standard care with additional benefits such as reduced healthcare provider (HCP) time burden and improved diabetes knowledge. However, there remains a paucity of good quality evidence. Most new devices to support insulin therapy help track the dose and timing of insulin use. CONCLUSIONS New digital health tools may help to reduce barriers to optimal insulin therapy. An integrated solution that connects glucose monitoring, dose recording, titration advice, and records comorbidities and lifestyle factors has the potential to reduce the complexity and burden of treatment and may improve titration and treatment adherence, resulting in better outcomes for people with diabetes.
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Affiliation(s)
- David Kerr
- Sansum Diabetes Research Institute, Santa Barbara, California.
| | - Steven Edelman
- University of California San Diego Veterans Affairs Medical Center, San Diego, California
| | | | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester, United Kingdom
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Mackey R, Gleason A, Ciulla R. A Novel Method for Evaluating Mobile Apps (App Rating Inventory): Development Study. JMIR Mhealth Uhealth 2022; 10:e32643. [PMID: 35436227 PMCID: PMC9055478 DOI: 10.2196/32643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 12/03/2021] [Accepted: 02/02/2022] [Indexed: 12/03/2022] Open
Abstract
Background Selecting and integrating health-related apps into patient care is impeded by the absence of objective guidelines for identifying high-quality apps from the many thousands now available. Objective This study aimed to evaluate the App Rating Inventory, which was developed by the Defense Health Agency’s Connected Health branch, to support clinical decisions regarding app selection and evaluate medical and behavioral apps. Methods To enhance the tool’s performance, eliminate item redundancy, reduce scoring system subjectivity, and ensure a broad application of App Rating Inventory–derived results, inventory development included 3 rounds of validation testing and 2 trial periods conducted over a 6-month interval. The development focused on content validity testing, dimensionality (ie, whether the tool’s criteria performed as operationalized), factor and commonality analysis, and interrater reliability (reliability scores improved from 0.62 to 0.95 over the course of development). Results The development phase culminated in a review of 248 apps for a total of 6944 data points and a final 28-item, 3-category app rating system. The App Rating Inventory produces scores for the following three categories: evidence (6 items), content (11 items), and customizability (11 items). The final (fourth) metric is the total score, which constitutes the sum of the 3 categories. All 28 items are weighted equally; no item is considered more (or less) important than any other item. As the scoring system is binary (either the app contains the feature or it does not), the ratings’ results are not dependent on a rater’s nuanced assessments. Conclusions Using predetermined search criteria, app ratings begin with an environmental scan of the App Store and Google Play. This first step in market research funnels hundreds of apps in a given disease category down to a manageable top 10 apps that are, thereafter, rated using the App Rating Inventory. The category and final scores derived from the rating system inform the clinician about whether an app is evidence informed and easy to use. Although a rating allows a clinician to make focused decisions about app selection in a context where thousands of apps are available, clinicians must weigh the following factors before integrating apps into a treatment plan: clinical presentation, patient engagement and preferences, available resources, and technology expertise.
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Affiliation(s)
- Rachel Mackey
- Connected Health Branch, Defense Health Agency, Tacoma, WA, United States
| | - Ann Gleason
- Connected Health Branch, Defense Health Agency, Tacoma, WA, United States
| | - Robert Ciulla
- Connected Health Branch, Defense Health Agency, Tacoma, WA, United States
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Schretzlmaier P, Hecker A, Ammenwerth E. Suitability of the Unified Theory of Acceptance and Use of Technology 2 Model for Predicting mHealth Acceptance Using Diabetes as an Example: Qualitative Methods Triangulation Study. JMIR Hum Factors 2022; 9:e34918. [PMID: 35262493 PMCID: PMC8943545 DOI: 10.2196/34918] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/27/2022] [Accepted: 02/03/2022] [Indexed: 11/13/2022] Open
Abstract
Background In recent years, the use of mobile health (mHealth) apps to manage chronic diseases has increased significantly. Although mHealth apps have many benefits, their acceptance is still low in certain areas and groups. Most mHealth acceptance studies are based on technology acceptance models. In particular, the Unified Theory of Acceptance and Use of Technology 2 (UTAUT2) model was developed to predict technology acceptance in a consumer context. However, to date, only a few studies have used the UTAUT2 model to predict mHealth acceptance and confirm its suitability for the health sector. Thus, it is unclear whether the UTAUT2 model is suitable for predicting mHealth acceptance and whether essential variables for a health-related context are missing. Objective This study aims to validate the suitability of UTAUT2 for predicting mHealth acceptance. Methods In this study, diabetes was used as an example as mHealth apps are a significant element of diabetes self-management. In addition, diabetes is one of the most common chronic diseases affecting young and older people worldwide. An explorative literature review and guided interviews with 11 mHealth or technology acceptance experts and 8 mHealth users in Austria and Germany were triangulated to identify all relevant constructs for predicting mHealth acceptance. The interview participants were recruited by purposive sampling until theoretical saturation was reached. Data were analyzed using structured content analysis based on inductive and deductive approaches. Results This study was able to confirm the relevance of all exogenous UTAUT2 constructs. However, it revealed two additional constructs that may also need to be considered to better predict mHealth acceptance: trust and perceived disease threat. Conclusions This study showed that the UTAUT2 model is suitable for predicting mHealth acceptance. However, the model should be extended to include 2 additional constructs for use in the mHealth context.
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Affiliation(s)
- Patrik Schretzlmaier
- Institute of Medical Informatics, UMIT - Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
| | - Achim Hecker
- Institute for Management and Economics in Healthcare, UMIT - Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria.,DBU Digital Business University of Applied Sciences, Berlin, Germany
| | - Elske Ammenwerth
- Institute of Medical Informatics, UMIT - Private University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
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Poonprapai P, Lerkiatbundit S, Saengcharoen W. Family support-based intervention using a mobile application provided by pharmacists for older adults with diabetes to improve glycaemic control: a randomised controlled trial. Int J Clin Pharm 2022; 44:680-688. [PMID: 35247147 DOI: 10.1007/s11096-022-01389-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 02/17/2022] [Indexed: 11/30/2022]
Abstract
Background Family support is crucial in the care of older patients with diabetes. However, more information is needed to evaluate the potential benefits of family-based intervention through a mobile application by pharmacists in the older diabetes patients. Aim To evaluate the effectiveness of family support-based intervention via a mobile application by pharmacists on clinical outcomes, family behaviour, diabetes knowledge, self-management practices and medication adherence in older adults with type 2 diabetes. Method A randomised controlled trial was conducted in a hospital in the south of Thailand with 9 months of follow-up. Family members in the intervention group (n = 78) received diabetes educational courses and encouragement via a mobile application from pharmacists to help their older relatives with diabetes in self-management tasks. The control group received usual care (n = 79). Results As compared to baseline, significant improvements were observed in the intervention patients for glycosylated haemoglobin (HbA1c), blood pressure, family behaviour in diabetes care, diabetes knowledge, self-management practices and medication adherence (P < 0.001). The intervention group showed greater decline in HbA1c levels relative to the control group (- 0.97% vs. - 0.12%; P = 0.001). Significant differences between groups for changes in blood pressure levels including scores of family behaviour, diabetes knowledge, self-management and medication adherence were found (P ≤ 0.001), with the intervention group showing greater improvement. Conclusion Family support intervention via a mobile application by pharmacists is beneficial to diabetes care for older adults.Trial registration number: TCTR20200615001 (date 13 June 2020, retrospectively registered).
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Affiliation(s)
| | - Sanguan Lerkiatbundit
- Department of Social and Administrative Pharmacy, Faculty of Pharmaceutical Sciences, Prince of Songkla University, Songkhla, Thailand
| | - Woranuch Saengcharoen
- Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, Prince of Songkla University, Hat Yai, Songkhla, 90110, Thailand.
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Taha AR, Shehadeh M, Alshehhi A, Altamimi T, Housser E, Simsekler MCE, Alfalasi B, Al Memari S, Al Hosani F, Al Zaabi Y, Almazroui S, Alhashemi H, Alhajri N. The integration of mHealth technologies in telemedicine during the COVID-19 era: A cross-sectional study. PLoS One 2022; 17:e0264436. [PMID: 35202424 PMCID: PMC8870491 DOI: 10.1371/journal.pone.0264436] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 02/08/2022] [Indexed: 11/18/2022] Open
Abstract
Telemedicine is a rapidly expanding field of medicine and an alternative method for delivering quality medical care to patients' fingertips. With the COVID-19 pandemic, there has been an increase in the use of telemedicine to connect patients and healthcare providers, which has been made possible by mobile health (mHealth) applications. The goal of this study was to compare the satisfaction of patients with telemedicine among mHealth users and non-users. This was a survey-based study that included outpatients from Abu Dhabi. The association between patient satisfaction with telemedicine and use of mHealth technologies was described using regression models. This study included a total of 515 completed responses. The use of mHealth application was significantly associated with ease of booking telemedicine appointments (OR 2.61, 95% CI 1.63-4.18; P < .001), perception of similarity of quality of care between telemedicine consultations and in-person visits (OR 1.81, 95% CI 1.26-2.61; P = .001), and preference for using telemedicine applications over in-person visits during the COVID-19 pandemic (OR 1.74, 95% CI 1.12-2.72; P = .015). Our study results support that the use of mHealth applications is associated with increased patient satisfaction with telemedicine appointments.
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Affiliation(s)
- Abdul Rahman Taha
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | - Mustafa Shehadeh
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | - Ali Alshehhi
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | - Tariq Altamimi
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | - Emma Housser
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
| | | | - Buthaina Alfalasi
- Department of Family Medicine, Zayed Military Hospital, Abu Dhabi, UAE
| | | | | | | | | | | | - Noora Alhajri
- College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, UAE
- Department of Medicine, Sheikh Shakhbout Medical City (SSMC), Abu Dhabi, UAE
- * E-mail:
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O'Neill M, Houghton C, Crilly G, Dowling M. A qualitative evidence synthesis of users' experience of mobile health applications in the self-management of type 2 diabetes. Chronic Illn 2022; 18:22-45. [PMID: 33583207 DOI: 10.1177/1742395320983877] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
AIM The aim of this qualitative evidence synthesis was to identify and synthesise qualitative research relating to experiences of using mobile health (mHealth) applications to aid self-management of Type 2 Diabetes. METHODS Using a systematic search strategy, 11 databases were searched (Medline, CINAHL, PsychInfo, PubMed, Web of Science, Embase, Cochrane Library, Scopus, ProQuest A&1, ProQuest UK & Ireland, Mednar). "Best fit" framework synthesis was used guided by the Health Information Technology Acceptance Model (HITAM). Assessment of methodological limitations was conducted using Critical Appraisal Skills Programme (CASP) and confidence in the review findings were guided by GRADE-CERQual. RESULTS Fourteen eligible studies were included in the synthesis (7 qualitative and 5 mixed methods). Key themes identified under the health, information and technology zones of the HITAM revealed the benefits of mHealth apps, barriers to their use, their perceived usefulness and ease of use. DISCUSSION Most people used the apps for feedback on their self-management and found them helpful in their communication with health care providers. Some embraced the technology and found it easy to use while others found mHealth apps to be counterintuitive.
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Affiliation(s)
| | - Catherine Houghton
- School of Nursing and Midwifery, National University of Ireland, Galway, University Road, Galway, Ireland
| | | | - Maura Dowling
- School of Nursing and Midwifery, National University of Ireland, Galway, University Road, Galway, Ireland
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Kaihlanen AM, Virtanen L, Buchert U, Safarov N, Valkonen P, Hietapakka L, Hörhammer I, Kujala S, Kouvonen A, Heponiemi T. Towards digital health equity - a qualitative study of the challenges experienced by vulnerable groups in using digital health services in the COVID-19 era. BMC Health Serv Res 2022; 22:188. [PMID: 35151302 PMCID: PMC8840681 DOI: 10.1186/s12913-022-07584-4] [Citation(s) in RCA: 54] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/25/2022] [Indexed: 12/03/2022] Open
Abstract
Background The COVID-19 pandemic has given an unprecedented boost to already increased digital health services, which can place many vulnerable groups at risk of digital exclusion. To improve the likelihood of achieving digital health equity, it is necessary to identify and address the elements that may prevent vulnerable groups from benefiting from digital health services. This study examined the challenges experienced by vulnerable groups in using digital health services during the COVID-19 pandemic. Methods Qualitative descriptive design was utilized. Semi-structured interviews were conducted between October 2020 and May 2021. The participants (N = 74) were older adults, migrants, mental health service users, high users of health services, and the unemployed. Qualitative content analysis with both inductive and deductive approach was used to analyze the data. Challenges related to the use of digital health services were interpreted through digital determinants of health from the Digital Health Equity Framework. Results For most of the participants the access to digital health services was hampered by insufficient digital, and / or local language skills. The lack of support and training, poor health, as well as the lack of strong e-identification or suitable devices also prevented the access. Digital services were not perceived to be applicable for all situations or capable of replacing face-to-face services due to the poor communication in the digital environment. Fears and the lack of trust regarding digital platforms were expressed as well as concerns related to the security of the services. Contact with a health care professional was also considered less personal and more prone to misunderstandings in the digital environment than in face-to-face services. Finally, digital alternatives were not always available as desired by participants, or participants were unaware of existing digital services and their value. Conclusion Several development needs in the implementation of digital health services were identified that could improve equal access to and benefits gained from digital services in the future. While digital health services are increasing, traditional face-to-face services will still need to be offered alongside the digital ones to ensure equal access to services. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-07584-4.
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Bene BA, Ibeneme S, Fadahunsi KP, Harri BI, Ukor N, Mastellos N, Majeed A, Car J. Regulatory standards and guidance for the use of health applications for self-management in Africa: scoping review protocol. BMJ Open 2022; 12:e058067. [PMID: 35149576 PMCID: PMC8845322 DOI: 10.1136/bmjopen-2021-058067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Despite health applications becoming ubiquitous and with enormous potential to facilitate self-management, regulatory challenges such as poor application quality, breach of data privacy and limited interoperability have impeded their full adoption. While many countries now have digital health-related policies/strategies, there is also a need for regulatory standards and guidance that address key regulatory challenges associated with the use of health applications. Currently, it is unclear the status of countries in Africa regarding regulatory standards and guidance that address the use of health applications.This protocol describes the process of conducting a scoping review which aims to investigate the extent to which regulatory standards and guidance address the use of health applications for self-management within the WHO African Region countries. METHODS The review will follow the methodological framework for conducting a scoping study by Arksey and O'Malley (2005), and the updated methodological guidance for conducting a Joanna Briggs Institute (JBI) scoping review. Given that regulatory standards and guidance are unlikely to be available in scientific databases, we will search Scopus, Google, OpenGrey, WHO Regional Office for Africa Library (AFROLIB), African Index Medicus (AIM), websites of WHO, ITU and Ministries of Health, repositories for digital health policies. We will also search the reference lists of included documents, and contact key stakeholders in the region. Results will be reported using descriptive qualitative content analysis based on the review objectives. The policy analysis framework by Walt and Gilson (1994) will be used to organise findings. A summary of the key findings will be presented using tables, charts and maps. ETHICS AND DISSEMINATION The collection of primary data is not anticipated in this study and hence ethical approval will not be required. The review will be published in a peer-reviewed journal while key findings will be shared with relevant organisations and/or presented at conferences.
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Affiliation(s)
- Benard Ayaka Bene
- Department of Primary Care and Public Health, Imperial College London, London, UK
- Department of Public Health, Federal Ministry of Health, Abuja, Federal Capital Territory, Nigeria
| | - Sunny Ibeneme
- Office of the Assistant Regional Director, Research, Development & Innovations Division, WHO - African Regional Office, Brazzaville, Congo
| | | | - Bala Isa Harri
- Department of Health Planning, Research and Statistics, Federal Ministry of Health, Abuja, Federal Capital Territory, Nigeria
| | - Nkiruka Ukor
- Universal Health Coverage/Live course Cluster (UHC/LC), WHO - Nigeria Country Office, Abuja, Federal Capital Territory, Nigeria
| | | | - Azeem Majeed
- Department of Primary Care and Public Health, Imperial College London, London, UK
| | - Josip Car
- Department of Primary Care and Public Health, Imperial College London, London, UK
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Blanchard M, Backhaus L, Ming Azevedo P, Hügle T. An mHealth App for Fibromyalgia-like Post-COVID-19 Syndrome: Protocol for the Analysis of User Experience and Clinical Data. JMIR Res Protoc 2022; 11:e32193. [PMID: 34982039 PMCID: PMC8820761 DOI: 10.2196/32193] [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: 07/18/2021] [Revised: 09/20/2021] [Accepted: 11/30/2021] [Indexed: 11/13/2022] Open
Abstract
Background Post–COVID-19 syndrome, also referred as “long covid,” describes persisting symptoms after SARS-CoV-2 infection, including myalgia, fatigue, respiratory, or neurological symptoms. Objective symptoms are often lacking, thus resembling a fibromyalgia-like syndrome. Digital therapeutics have shown efficiency in similar chronic disorders such as fibromyalgia, offering specific disease monitoring and interventions such as cognitive behavioral therapy or physical and respiratory exercise guidance. Objective This protocol aims to study the requirements and features of a new mobile health (mHealth) app among patients with fibromyalgia-like post–COVID-19 syndrome in a clinical trial. Methods We created a web application prototype for the post–COVID-19 syndrome called “POCOS,” as a web-based rehabilitation tool aiming to improve clinical outcomes. Patients without organ damage or ongoing inflammation will be included in the study. App use will be assessed through user experience questionnaires, focus groups, and clinical data analysis. Subsequently, we will analyze cross-sectional and longitudinal clinical data. Results The developed mHealth app consists of a clinically adapted app interface with a simplified patient-reported outcome assessment, monitoring of medical interventions, and disease activity as well as web-based instructions for specific physical and respiratory exercises, stress reduction, and lifestyle instructions. The enrollment of participants is expected to be carried out in November 2021. Conclusions User experience plays an important role in digital therapeutics and needs to be clinically tested to allow further improvement. We here describe this process for a new app for the treatment of the fibromyalgia-like post–COVID-19 syndrome and discuss the relevance of the potential outcomes such as natural disease course and disease phenotypes. International Registered Report Identifier (IRRID) PRR1-10.2196/32193
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Affiliation(s)
- Marc Blanchard
- Department of Rheumatology, University Hospital of Lausanne, University of Lausanne, Vaud, Switzerland
| | - Lars Backhaus
- Department of Rheumatology, University Hospital of Lausanne, University of Lausanne, Vaud, Switzerland
| | - Pedro Ming Azevedo
- Department of Rheumatology, University Hospital of Lausanne, University of Lausanne, Vaud, Switzerland
| | - Thomas Hügle
- Department of Rheumatology, University Hospital of Lausanne, University of Lausanne, Vaud, Switzerland
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Bults M, van Leersum CM, Olthuis TJJ, Bekhuis REM, den Ouden MEM. Barriers and Drivers Regarding the Use of Mobile Health Apps Among Patients With Type 2 Diabetes Mellitus in the Netherlands: Explanatory Sequential Design Study. JMIR Diabetes 2022; 7:e31451. [PMID: 35084357 PMCID: PMC8832276 DOI: 10.2196/31451] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 10/01/2021] [Accepted: 11/24/2021] [Indexed: 02/06/2023] Open
Abstract
Background Self-monitoring of blood glucose levels, food intake, and physical activity supports self-management of patients with type 2 diabetes mellitus (T2DM). There has been an increase in the development and availability of mobile health apps for T2DM. Objective The aim of this study is to explore the actual use of mobile health apps for diabetes among patients with T2DM and the main barriers and drivers among app users and nonusers. Methods An explanatory sequential design was applied, starting with a web-based questionnaire followed by semistructured in-depth interviews. Data were collected between July and December 2020. Questionnaire data from 103 respondents were analyzed using IBM SPSS Statistics (version 25.0). Descriptive statistics were performed for the actual use of apps and items of the Unified Theory of Acceptance and Use of Technology (UTAUT). The UTAUT includes 4 key constructs: performance expectancy (the belief that an app will help improve health performance), effort expectancy (level of ease associated with using an app), social influence (social support), and facilitating conditions (infrastructural support). Differences between users and nonusers were analyzed using chi-square tests for individual items. Independent 2-tailed t tests were performed to test for differences in mean scores per the UTAUT construct. In total, 16 respondents participated in the interviews (10 users and 6 nonusers of apps for T2DM). We performed content analysis using a deductive approach on all transcripts, guided by the UTAUT. Results Regarding actual use, 55.3% (57/103) were nonusers and 44.7% (46/103) were users of apps for T2DM. The main driver for the use of apps was the belief that using apps for managing diabetes would result in better personal health and well-being. The time and energy required to keep track of the data and understand the app were mentioned as barriers. Mean scores were significantly higher among users compared with nonusers of apps for T2DM for the constructs performance expectancy (4.06, SD 0.64 vs 3.29, SD 0.89; P<.001), effort expectancy (4.04, SD 0.62 vs 3.50, SD 0.82; P<.001), social influence (3.59, SD 0.55 vs 3.29, SD 0.54; P=.007), and facilitating conditions (4.22, SD 0.48 vs 3.65, SD 0.70; P<.001). On the basis of 16 in-depth interviews, it was recognized that health care professionals play an important role in supporting patients with T2DM in using apps. However, respondents noticed that their health care professionals were often not supportive of the use of apps for managing diabetes, did not show interest, or did not talk about apps. Reimbursement by insurance companies was mentioned as a missing facilitator. Conclusions Empowering health care professionals’ engagement is of utmost importance in supporting patients with T2DM in the use of apps. Insurance companies can play a role in facilitating the use of diabetes apps by ensuring reimbursement.
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Affiliation(s)
- Marloes Bults
- Technology, Health & Care Research Group, Saxion University of Applied Sciences, Enschede, Netherlands
| | - Catharina Margaretha van Leersum
- Science, Technology, and Policy Studies, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, Netherlands
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