Evidence map›Paper›PMID 40138695›Full record

ArticleJMIR diabetes2025

School-Partnered Collaborative Care (SPACE) for Pediatric Type 1 Diabetes: Development and Usability Study of a Virtual Intervention With Multisystem Community Partners.

Christine A March, Elissa Naame, Ingrid Libman, Chelsea N Proulx, Linda Siminerio, Elizabeth Miller, Aaron R Lyon

Abstract read
In one paragraph

Article in JMIR diabetes, 2025. 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

7 authors.

Christine A MarchPediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0002-5141-0427
Elissa NaamePediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0009-0000-4286-8797
Ingrid LibmanPediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0002-0255-4555
Chelsea N ProulxClinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0001-9269-2355
Linda SiminerioDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0001-7748-2181
Elizabeth MillerDepartment of Pediatrics, University of Pittsburgh, Pittsburgh, PA, United States.ORCID https://orcid.org/0000-0002-7266-7766
Aaron R LyonDepartment of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0003-3657-5060

Funding

School-Partnered Collaborative Care (SPACE) for Pediatric Type 1 DiabetesK23DK135800 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Christine March · 2023 to 2026
$753k
NIDDK NIH HHS K23 DK135800
6 · The paper itself

Abstract

backgroundSchool-partnered interventions may improve health outcomes for children with type 1 diabetes, though there is limited evidence to support their effectiveness and sustainability. Family, school, or health system factors may interfere with intervention usability and implementation.

objectiveTo identify and address potential implementation barriers during intervention development, we combined methods in user-centered design and implementation science to adapt an evidence-based psychosocial intervention, the collaborative care model, to a virtual school-partnered collaborative care (SPACE) model for type 1 diabetes between schools and diabetes medical teams.

methodsWe recruited patient, family, school, and health system partners (n=20) to cocreate SPACE through iterative, web-based design sessions using a digital whiteboard (phase 1). User-centered design methods included independent and group activities for idea generation, visual voting, and structured critique of the evolving SPACE prototype. In phase 2, the prototype was evaluated with the usability evaluation for evidence-based psychosocial interventions methods. School nurses reviewed the prototype and tasks in cognitive walkthroughs and completed the Intervention Usability Scale (IUS). Two members of the research team independently identified and prioritized (1-3 rating) discrete usability concerns. We evaluated the relationship between prioritization and the percentage of nurses reporting each usability issue with Spearman correlation. Differences in IUS scores by school nurse characteristics were assessed with ANOVA.

resultsIn the design phase, the partners generated over 90 unique ideas for SPACE, prioritizing elements pertaining to intervention adaptability, team-based communication, and multidimensional outcome tracking. Following three iterations of prototype development, cognitive walkthroughs were completed with 10 school nurses (n=10, 100% female; mean age 48.5, SD 9.5 years) representing different districts and years of experience. Nurses identified 16 discrete usability issues (each reported by 10%-60% of participants). Two issues receiving the highest priority (3.0): ability to access a virtual platform (n=3, 30% of participants) and data-sharing mechanisms between nurses and providers (n=6, 60% of participants). There was a moderate correlation between priority rating and the percentage of nurses reporting each issue (ρ=0.63; P=.01). Average IUS ratings (77.8, SD 11.1; 100-point scale) indicated appropriate usability. There was no difference in IUS ratings by school nurse experience (P=.54), student caseload (P=.12), number of schools covered (P=.90), or prior experience with type 1 diabetes (P=.83), suggesting that other factors may influence usability. The design team recommended strategies for SPACE implementation to overcome high-priority issues, including training users on videoconferencing applications, establishing secure forms for school data reporting, and sharing glucose data in real-time during SPACE meetings.

conclusionsCross-sector interventions are complex, and perceived usability is a potential barrier to implementation. Using web-based cocreation methods with community partners promoted high-quality intervention design that is aligned with end-user priorities. Quantitative and qualitative assessments indicated appropriate degree of usability to move forward with pilot-testing.

Indexed as

childrencollaborative care modeldiabetes management supporthealth system partnersimplementation researchmultisystem community partnerspediatricpsychosocial interventionsqualitative assessmentsquantitative assessmentsschool healthtype 1 diabetesusability testinguser-centered designvirtual interventionyouth

Identifiers

PMID40138695
PMCPMC11982762

What OpenQuestion holds

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LicenceCC BY
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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.