Evidence map›Paper›PMID 38819880›Full record

ArticleJMIR human factors2024

Participatory Development of an Integrated, eHealth-Supported, Educational Care Pathway (Diabetes Box) for People With Type 2 Diabetes: Development and Usability Study.

Daan Leonhard de Frel, Mariëlle A Schroijen, Jiska J Aardoom, Wesley van Gils, Sasja D Huisman, Veronica R Janssen, Anke Versluis, Maaike S Kleinsmann, Douwe E Atsma, Hanno Pijl

Abstract read
In one paragraph

Article in JMIR human factors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Daan Leonhard de FrelDepartment of Cardiology, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0003-1678-5116
Mariëlle A SchroijenDivision of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0001-8865-0224
Jiska J AardoomDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0002-4023-6814
Wesley van GilsDivision of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands.ORCID 0009-0006-4989-756X
Sasja D HuismanDivision of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0002-9176-9215
Veronica R JanssenDepartment of Cardiology, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0003-4113-6716
Anke VersluisDepartment of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0002-9489-7925
Maaike S KleinsmannDepartment of Design, Organization and Strategy, Faculty of Industrial Design Engineering, Delft University of Technology, Delft, Netherlands.ORCID 0000-0003-4120-5048
Douwe E AtsmaDepartment of Cardiology, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0002-9664-2985
Hanno PijlDivision of Endocrinology, Department of Internal Medicine, Leiden University Medical Center, Leiden, Netherlands.ORCID 0000-0002-3076-1551

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 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.

objectiveThe aim of this study is to develop an integrated, eHealth-supported, educational care pathway for patients with T2D.

methodsThe 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.

resultsThe 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.

conclusionsAfter 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.

Indexed as

Diabetes Mellitus, Type 2TelemedicineFemaleHumansMaleMiddle AgedPatient Education as TopicSelf CareSelf-Managementactivationbehavioralcardiovascular diseaseCeHResCeHRes roadmapCenter for eHealth and Wellbeing Researchdevelopmentdiabetesdiabetes mellitusdietdietitiandigital consultationeducationendocrineendocrinologyexercisefeasibilityfocus groupglucoseglucose regulationheath care professionalinsulinlifestyle factormedicalmobile phonenursepatient educationpatient education as topicpsychologicalpsychologistself-managementsleepstressteletelemedicinetype 2type 2 diabetesusability

Identifiers

PMID38819880
PMCPMC11179029

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.