Caregiver experiences of an integrative patient-centered digital health application for pediatric type 1 diabetes care: findings from a pilot clinical trial
Amed, S.; Pinkney, S.; Abdulhussein, F. S.; Virani, A.; Zachariuk, C.; Tamana, S. K.; Muralidharan, S.; Goerges, M.; Barrett, B.; van Rooij, T.; Borycki, E.; Kushniruk, A.; Longstaff, H.; Virani, A.; Wasserman, W. W.
Show abstract
Diabetes technology generates vital health data, but healthcare professionals (HCP) and patients must navigate multiple platforms to access it. We developed a digital health platform, co-designed with patients and families living with type 1 diabetes (T1D) and their HCPs, that aim to support a collaborative care experience through shared access to diabetes data, clinical recommendations, and resources. We describe caregivers views on the platforms impact on clinic visits and child self-management in children with T1D. A six-month observational pilot study at BC Childrens Hospital Diabetes Clinic in British Columbia, Canada, gathered data through surveys and interviews. Surveys were administered to caregivers and HCPs at different time points throughout the study; 18 qualitative interviews were conducted with caregivers at the conclusion of the study. Quantitative data were summarized descriptively. Interview data were transcribed, coded using open and systematic coding, and subsequent inductive thematic analysis. Eighteen caregivers completed the surveys, and 11 HCP participants submitted 41 surveys (approximately 3-4 each) after using the platform. Most caregivers (61%; 11/18) found the platform helpful, and 56% (10/18) reported that using the platform made their clinical visits and recommendations more personalized. Nearly all HCPs (90%; 37/41) were satisfied with the platforms ability to support clinical visits. Themes identified from caregiver qualitative interviews revealed that (1) the platform provided a convenient connection that improved preparedness and empowered caregivers in managing their childs T1D; (2) the platforms value was driven by the healthcare teams usage of it; and (3) caregivers felt hopeful that the platform could better support their childs T1D management. The platform could foster a collaborative and personalized care experience that enables caregivers to engage in diabetes self-management and feel connected to their healthcare team. These results will guide the future development, evaluation, and implementation of the platform. Author SummaryManaging type 1 diabetes (T1D) involves keeping track of a lot of health information, like blood sugar levels, insulin doses, and food intake. Right now, families and healthcare providers often need to use several different apps or systems to access this information, which can be confusing and hard to manage. To make this easier, we created a new digital platform that puts all the important diabetes data in one place. We designed it together with families of children with T1D and their healthcare providers, so it could truly meet their needs. The goal was to help families and doctors work together more easily by sharing information, treatment recommendations, and helpful resources. We tested the platform during a six-month pilot study at BC Childrens Hospital Diabetes Clinic in British Columbia, Canada. We asked parents and caregivers, as well as healthcare professionals, to share their thoughts through surveys and interviews. In total, 18 caregivers completed surveys, and 11 healthcare providers filled out 41 surveys. At the end of the study, we also interviewed 18 caregivers to hear more about their experience using the platform. The results were promising. Most caregivers (61%) said the platform was helpful in managing their childs diabetes. Over half (56%) felt that their visits with their doctor and diabetes team became more personal and tailored to their childs specific needs. Nearly all of the healthcare providers (90%) said the platform helped improve their clinical visits. Caregivers also shared some deeper insights during interviews. They said the platform helped them feel more prepared for appointments and more confident in managing their childs diabetes. They also noted that the platform worked best when their healthcare team actively used it. Many felt hopeful that this kind of tool could make a big difference in their childs day-to-day diabetes care. In short, this digital platform shows real potential to improve the way families and healthcare teams manage type 1 diabetes together. It could lead to more personalized care, improved communication and connection, and better support for both children and their caregivers. These early results will help us improve the platform and guide how its used in the future.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Benefits and Challenges of Using Virtual Primary Care During the COVID-19 Pandemic: From Key Lessons to a Framework for Implementation 93%
- Feasibility characteristics of wrist-worn fitness trackers in health status monitoring for post-COVID patients in remote and rural areas 92%
- Developing contents for a digital drug adherence tool with reminder cues and personalized feedback: a formative mixed-methods study among children and adolescents living with HIV in Tanzania 92%
Similar papers in this journal
- The iDiabetes Platform: Enhanced Phenotyping of Patients with Diabetes for Precision Diagnosis, Prognosis and Treatment- study protocol for a cluster-randomised controlled study 92%
- An mHealth app using machine learning to increase physical activity in diabetes and depression: clinical trial protocol for the DIAMANTE Study 91%
- Determining the feasibility of calculating pancreatic cancer risk scores for people with new-onset diabetes in primary care (DEFEND PRIME): study protocol 91%
Similar papers in this journal
- Home monitoring of HbA1c in diabetes mellitus: A protocol for systematic review and narrative synthesis on reliability, accuracy, and patient acceptability 91%
- A mixed-methods evaluation of patients’ views on primary care multi-disciplinary teams in Scotland 90%
- Integrating primary care and social services for older adults with multimorbidity: A qualitative study 89%
Similar papers in this journal
- Exploring support needs of people living with diabetes during the coronavirus COVID-19 pandemic: insights from a UK survey 93%
- The use of a participatory patient engagement research project to meaningfully engage those with lived experience of diabetes and homelessness 93%
- Nothing About Us Without Us: A Scoping Review and Priority-Setting Partnership in Type 1 Diabetes and Exercise 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.