{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:44:04Z","timestamp":1785545044541,"version":"3.56.0"},"reference-count":91,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Rehabil Assist Technol"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>An increasing amount of digital health data are being collected across rehabilitation settings, but their integration into routine clinical practice remains limited, despite its potential to motivate patients or inform clinical decision-making. Specifically, effective visualization and communication of assessment outcomes to both patients and health care practitioners (HCPs) represent a key gap in the neurorehabilitation practice.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This study describes the development and evaluation of RehaLink (author ND, ETH Z\u00fcrich), a proof-of-concept mobile app that delivers structured, interpretable feedback from conventional and technology-based assessments to neurorehabilitation patients and HCPs.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>The app was developed through a 3-step iterative co-design process involving 17 inpatients with multiple sclerosis and 15 HCPs from a single rehabilitation center. The app integrates a full battery of conventional assessments routinely conducted at the clinic, as well as digital health metrics from the Virtual Peg Insertion Test, a validated technology-based assessment of upper limb function, as a proof of concept for integrating technology-based assessment data into clinical workflows. Three structured feedback sessions were conducted, in which participants evaluated feedback types, visualization formats, and app usability using Likert-scale ratings, preference rankings, open-ended questions, and the System Usability Scale. Data were analyzed using descriptive statistics and directed content analysis.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Across all 3 sessions, progress bars and color-coded indicators were consistently preferred over text-heavy or abstract formats by both patients and HCPs. A persistent set of competing demands was observed, with participants requesting both visual simplicity and access to absolute values and normative comparisons. HCPs tended to underestimate patients\u2019 preference for informative visualizations. The perceived value of structured feedback increased over the course of the study; patients\u2019 median ratings rose from 4.0 to 5.0 and HCPs\u2019 from 4.0 to 4.5 on a 5-point Likert scale. The resulting mobile app prototype demonstrated high usability, with patients achieving a mean System Usability Scale score of 93.6 (mean 6.4; best imaginable) and HCPs 80.9 (SD 8.1; good), according to established benchmarks.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>These findings demonstrate the feasibility and value of a co-designed digital feedback tool for neurorehabilitation. By combining conventional and technology-based assessment outcomes in an accessible, user-centered format, the app has the potential to enhance patient engagement, support clinical decision-making, and advance the implementation of value-based, personalized care.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/85072","type":"journal-article","created":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T16:50:08Z","timestamp":1777999808000},"page":"e85072-e85072","source":"Crossref","is-referenced-by-count":0,"title":["Digital Platform to Provide Health Data Feedback for Neurorehabilitation Patients: User-Centered Development and Proof-of-Concept Usability Study"],"prefix":"10.2196","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1568-7426","authenticated-orcid":false,"given":"Nadine","family":"Domnik","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0759-4069","authenticated-orcid":false,"given":"Katarzyna","family":"Krasnopolska","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6981-6952","authenticated-orcid":false,"given":"Ramona","family":"Sylvester","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2953-2233","authenticated-orcid":false,"given":"Jens","family":"Bansi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0712-2425","authenticated-orcid":false,"given":"Jaeyong","family":"Song","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-1917-0613","authenticated-orcid":false,"given":"Roman","family":"Gonzenbach","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0760-7054","authenticated-orcid":false,"given":"Olivier","family":"Lambercy","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,6,17]]},"reference":[{"issue":"2","key":"R1","doi-asserted-by":"publisher","DOI":"10.1002\/14651858.CD006036.pub2","article-title":"Multidisciplinary rehabilitation for adults with multiple sclerosis","volume":"2007","author":"Khan","journal-title":"Cochrane Database Syst Rev"},{"key":"R2","doi-asserted-by":"publisher","DOI":"10.1016\/j.pec.2023.108043","article-title":"The use of outcome data in patient consultations from the healthcare professionals\u2019 and patients\u2019 perspectives: a mixed methods study","volume":"118","author":"Westerink","journal-title":"Patient Educ Couns"},{"issue":"3","key":"R3","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1177\/09514848211011739","article-title":"The new strategic agenda for value transformation","volume":"35","author":"van der Nat","journal-title":"Health Serv Manage Res"},{"key":"R4","unstructured":"Porter ME . 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