ArticleFrontiers in digital health2026
User-centered design and formative evaluation of a gait dashboard for multidimensional walking assessment in multiple sclerosis.
Article in Frontiers in digital health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital gait analysis using wearable sensors and instrumented walkways is increasingly implemented in routine care for people with multiple sclerosis. However, multidimensional walking assessments generate longitudinal and heterogeneous outputs that are often presented in fragmented, hard-to-interpret reports, limiting their usefulness for clinical communication and shared decision-making. This study aimed to develop a patient-centered dashboard that integrates multidimensional gait data into a coherent and intuitive overview, to apply a human-centered design process aligned with routine clinical workflows, and to conduct a formative concept evaluation of the dashboard regarding comprehensibility, perceived usability, and perceived usefulness from the perspectives of medical professionals and patients. User requirements were identified through contextual interviews, workflow analysis, persona development, a stakeholder workshop, and a patient survey. Two mid-fidelity dashboard prototypes were iteratively developed and evaluated. The first prototype was assessed by medical professionals (
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.