Evidence map›Paper›PMID 41740165›Full record

ArticleJMIR human factors2026

Reflections on the Inclusive Co-Design Process of a Virtual Assistant for Individuals With Complex Care Needs: Mixed Methods Study.

Julia F E van Calis, Kirsten E Bevelander, Anneke W C van der Cruijsen, Jenneken Naaldenberg, Geraline L Leusink

Abstract read
In one paragraph

Article in JMIR human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Julia F E van CalisDepartment of Primary and Community Care, Radboud University Medical Center, PO Box 9101, Nijmegen, 6500HB, The Netherlands, 31 24 3618181.ORCID http://orcid.org/0000-0002-6872-3366
Kirsten E BevelanderDepartment of Primary and Community Care, Radboud University Medical Center, PO Box 9101, Nijmegen, 6500HB, The Netherlands, 31 24 3618181.ORCID http://orcid.org/0000-0003-1011-7862
Anneke W C van der CruijsenDepartment of Primary and Community Care, Radboud University Medical Center, PO Box 9101, Nijmegen, 6500HB, The Netherlands, 31 24 3618181.ORCID http://orcid.org/0009-0005-1361-9122
Jenneken NaaldenbergDepartment of Primary and Community Care, Radboud University Medical Center, PO Box 9101, Nijmegen, 6500HB, The Netherlands, 31 24 3618181.ORCID http://orcid.org/0000-0003-2675-4516
Geraline L LeusinkDepartment of Primary and Community Care, Radboud University Medical Center, PO Box 9101, Nijmegen, 6500HB, The Netherlands, 31 24 3618181.ORCID http://orcid.org/0000-0003-2946-1110

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The digitalization of society has transformed daily life and health care, offering opportunities for accessibility and independence for individuals with complex care needs. However, users with limited digital skills still experience challenges because the technologies do not to align with their needs. Inclusive research and design approaches can improve technology by actively involving end users and stakeholders. Objective: This study investigated the experiences of co-researchers with a mild intellectual disability or autism spectrum disorder and other key stakeholders over time regarding the inclusive design process for a digital tool for individuals with complex care needs that was developed in a transdisciplinary consortium. Methods: The project that was examined applied an inclusive design process to develop a sensitive virtual assistant using the Vision in Product Design method and the design thinking approach. Nine consortium members, including 3 co-researchers, participated in semistructured interviews and a group discussion about the inclusive design process after each of the project's 5 work packages (WPs). This resulted in 31 interviews and 5 group discussions in total. Individual experiences were gathered during interviews, and group discussions facilitated collective reflection. During the interviews, an adapted questionnaire was used for each WP with Likert scales and open-ended questions. The data analysis was conducted using a thematic approach and descriptive statistics for the questionnaire data. Results: Quantitative findings from questionnaires were complemented with qualitative insights from interviews and group discussions, with results presented chronologically per WP. The qualitative analysis resulted in 3 main themes: project approach, collaborative dynamics, and co-design in practice. Project approach showed how the team adapted its inclusive collaboration through expectation management, structured processes, and accessible materials. Collaborative dynamics described how communication and support evolved and how inclusive design principles were applied in practice. Co-design in practice outlined co-researcher involvement and content adaptations across the 5 WPs, highlighting how experiential knowledge directly informed design decisions. These findings show that inclusive collaboration developed over time and contributed meaningfully to both process and content. Conclusions: This study shows that, to accommodate an inclusive research and design process, tensions between project efficiency and meaningful inclusion need to be addressed, underlining the importance of continuous coordination, collaboration, and flexibility in transdisciplinary settings. Further, applying a stepwise approach in inclusive collaborations supports coordination, continuous evaluation, and flexibility. Inclusive methods, like preparatory activities, clear role division, accessible materials, and iterative feedback, enabled active co-researcher participation. These methods contributed to a shift in ownership, allowing co-researchers to gain greater influence and co-shape both the development process and the content. The findings provide insights into how to enhance equity and relevance in inclusive technology design for individuals with complex care needs, such as individuals with a mild intellectual disability or autism spectrum disorder.

Indexed as

autism spectrum disordercitizen scienceinclusive designinclusive researchmild intellectual disabilitiessensitive virtual assistant

Identifiers

PMID41740165
PMCPMC12935421

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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.