{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T09:49:26Z","timestamp":1747216166694,"version":"3.40.5"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"type":"print","value":"9781643684567"},{"type":"electronic","value":"9781643684574"}],"license":[{"start":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T00:00:00Z","timestamp":1706140800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,1,25]]},"abstract":"<jats:p>Many studies have stressed the importance of psychosocial determinants of health such as food insecurity, housing instability, and education level, as important drivers of health outcomes. Western Health developed a set of nine screening questions (the Western 9) based on psychosocial measures to profile patients enrolled in the HealthLinks Chronic Care initiative. An aggregate score was then converted into a Low, Medium and High risk profiles. The aim of the study was to see if the Western 9 questions added additional discriminative power to existing risk of readmission algorithms. Results show that the inclusion of the risk profiles significantly improved model fit and calibration compared to a baseline risk model. Suggestions for further refinement include developing weighted indices for the Western 9 to improve model fit.<\/jats:p>","DOI":"10.3233\/shti231109","type":"book-chapter","created":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T10:26:09Z","timestamp":1706178369000},"source":"Crossref","is-referenced-by-count":0,"title":["Readmission Risk Based on Debility and Psychosocial Measures: The Western 9 Algorithm"],"prefix":"10.3233","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6446-7644","authenticated-orcid":false,"given":"Norm","family":"Good","sequence":"first","affiliation":[{"name":"Commonwealth Scientific and Industrial Research Organisation, Qld, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3548-4167","authenticated-orcid":false,"given":"Craig","family":"Nelson","sequence":"additional","affiliation":[{"name":"Western Health Division of Chronic and Complex Care & Western Health Chronic Disease Alliance, Western Health, Vic, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Plant","sequence":"additional","affiliation":[{"name":"Western Health Division of Chronic and Complex Care & Western Health Chronic Disease Alliance, Western Health, Vic, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kirsty","family":"Barnes","sequence":"additional","affiliation":[{"name":"Western Health Division of Chronic and Complex Care & Western Health Chronic Disease Alliance, Western Health, Vic, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Catherine","family":"Grant","sequence":"additional","affiliation":[{"name":"Western Health Division of Chronic and Complex Care & Western Health Chronic Disease Alliance, Western Health, Vic, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","MEDINFO 2023 \u2014 The Future Is Accessible"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI231109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,25]],"date-time":"2024-01-25T10:26:11Z","timestamp":1706178371000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI231109"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,25]]},"ISBN":["9781643684567","9781643684574"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti231109","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"type":"print","value":"0926-9630"},{"type":"electronic","value":"1879-8365"}],"subject":[],"published":{"date-parts":[[2024,1,25]]}}}