{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T10:46:40Z","timestamp":1782298000546,"version":"3.54.5"},"reference-count":61,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2024,11,29]],"date-time":"2024-11-29T00:00:00Z","timestamp":1732838400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"},{"start":{"date-parts":[[2024,11,29]],"date-time":"2024-11-29T00:00:00Z","timestamp":1732838400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100024598","name":"British Heart Foundation Centre of Regenerative Medicine","doi-asserted-by":"publisher","award":["RE\/18\/5\/34216"],"award-info":[{"award-number":["RE\/18\/5\/34216"]}],"id":[{"id":"10.13039\/501100024598","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000294","name":"Medical Research Scotland","doi-asserted-by":"publisher","award":["PHD-50224-2020"],"award-info":[{"award-number":["PHD-50224-2020"]}],"id":[{"id":"10.13039\/501100000294","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["J Diabetes Sci Technol"],"published-print":{"date-parts":[[2026,5]]},"abstract":"<jats:sec>\n                    <jats:title>Background:<\/jats:title>\n                    <jats:p>The number of pregnancies affected by gestational diabetes mellitus (GDM) is growing. With the increased use of smartphones and predictive modeling, a mobile health (mHealth) solution could be developed to improve care and management of GDM while streamlining care through risk stratification.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods:<\/jats:title>\n                    <jats:p>A user-centered mHealth tool was designed from ethnographic observations and 11 semi-structured interviews (six health care professionals [HCPs] and five women with GDM), followed by iterative changes and evaluation from three feedback groups with 31 participants (17 HCPs, 14 researchers) and 13 questionnaires with women with GDM.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results:<\/jats:title>\n                    <jats:p>\u201cMyGDM\u201d includes a clinical dashboard that centralizes the clinic\u2019s patients, highlighting off-target blood glucose and predicting the need for pharmacological intervention. It is linked with a patient-facing app that includes structured education, culturally inclusive language options, and meal ideas. Through the feedback sessions, iterative changes were made around visualization and patient safety, and participants were positive toward the potential user experience. In the 13 questionnaires with women with GDM, 100% said it would fit into their lifestyle and help them manage GDM. Educational resources and the \u201crequest a call\u201d functions were well received with 61.5% (8\/13) and 69.2% (9\/13) saying they were very likely or likely to use these, respectively.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion:<\/jats:title>\n                    <jats:p>A user-centered mHealth tool consisting of a clinical dashboard linked with a patient-facing app for GDM care and management has been designed. Evaluation of the interactive design by end users was positive and showed that it met their needs.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/19322968241301792","type":"journal-article","created":{"date-parts":[[2024,11,29]],"date-time":"2024-11-29T06:41:59Z","timestamp":1732862519000},"page":"930-941","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":1,"title":["The User-Centered Design of a Clinical Dashboard and Patient-Facing App for Gestational Diabetes"],"prefix":"10.1177","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4349-232X","authenticated-orcid":false,"given":"Jasmine R.","family":"Kirkwood","sequence":"first","affiliation":[{"name":"Centre for Cardiovascular Science, Queen\u2019s Medical Research Institute, The University of Edinburgh, Edinburgh, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jane","family":"Dickson","sequence":"additional","affiliation":[{"name":"Medical School, University of Dundee, Dundee, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marryat","family":"Stevens","sequence":"additional","affiliation":[{"name":"MyWay Digital Health, Dundee, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3698-8535","authenticated-orcid":false,"given":"Areti","family":"Manataki","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of St. Andrews, St. Andrews, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert S.","family":"Lindsay","sequence":"additional","affiliation":[{"name":"School of Cardiovascular and Metabolic Health, The University of Glasgow, Edinburgh, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4376-6973","authenticated-orcid":false,"given":"Deborah J.","family":"Wake","sequence":"additional","affiliation":[{"name":"MyWay Digital Health, Dundee, UK"},{"name":"Usher Institute, The University of Edinburgh, Edinburgh, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rebecca M.","family":"Reynolds","sequence":"additional","affiliation":[{"name":"Centre for Cardiovascular Science, Queen\u2019s Medical Research Institute, The University of Edinburgh, Edinburgh, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2024,11,29]]},"reference":[{"key":"e_1_3_3_2_2","unstructured":"World Health Organization and International Diabetes Federation. Diabetes key facts. April 13 2021. Accessed November 13 2024. https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/diabetes."},{"key":"e_1_3_3_3_2","unstructured":"National Institute for Health and Care Excellence. Diabetes in pregnancy: management from preconception to the postnatal period. February 25 2020. Accessed November 13 2024. https:\/\/www.nice.org.uk\/guidance\/ng3\/resources\/diabetes-in-pregnancy-management-from-preconception-to-the-postnatal-period-pdf-51038446021."},{"key":"e_1_3_3_4_2","unstructured":"International Diabetes Federation. IDF diabetes atlas 10th ed. 2021. 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