{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T07:06:16Z","timestamp":1779519976325,"version":"3.53.1"},"reference-count":13,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T00:00:00Z","timestamp":1779494400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T00:00:00Z","timestamp":1779494400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Med Syst"],"DOI":"10.1007\/s10916-026-02399-w","type":"journal-article","created":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T06:49:21Z","timestamp":1779518961000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Standardized Framework for Evaluating State Opioid Surveillance Dashboards: A Health Informatics Assessment"],"prefix":"10.1007","volume":"50","author":[{"given":"Chance","family":"Aguiar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria","family":"Bolus","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seshadri C.","family":"Mudumbai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,5,23]]},"reference":[{"key":"2399_CR1","doi-asserted-by":"publisher","unstructured":"Garnett M, Mini\u00f1o A. Drug overdose deaths in the United States, 2003\u20132023. National Center for Health Statistics (U.S.); 2024. https:\/\/doi.org\/10.15620\/cdc\/170565","DOI":"10.15620\/cdc\/170565"},{"issue":"3","key":"2399_CR2","doi-asserted-by":"publisher","first-page":"e195","DOI":"10.1016\/S2468-2667(22)00043-3","volume":"7","author":"The Lancet Public Health","year":"2022","unstructured":"The Lancet Public Health. Opioid overdose crisis: time for a radical rethink. Lancet Public Health. 2022;7(3):e195. doi:https:\/\/doi.org\/10.1016\/S2468-2667(22)00043-3","journal-title":"Lancet Public Health"},{"issue":"2","key":"2399_CR3","doi-asserted-by":"publisher","first-page":"e25682","DOI":"10.2196\/25682","volume":"23","author":"D Ivankovi\u0107","year":"2021","unstructured":"Ivankovi\u0107 D, Barbazza E, Bos V, et al. Features constituting actionable COVID-19 dashboards: descriptive assessment and expert appraisal of 158 public web-based dashboards. J Med Internet Res. 2021;23(2):e25682. doi:https:\/\/doi.org\/10.2196\/25682","journal-title":"J Med Internet Res"},{"issue":"6","key":"2399_CR4","doi-asserted-by":"publisher","first-page":"900","DOI":"10.2105\/AJPH.2022.306849","volume":"112","author":"BE Dixon","year":"2022","unstructured":"Dixon BE, Dearth S, Duszynski TJ, Grannis SJ. Dashboards are trendy, visible components of data management in public health. Am J Public Health. 2022;112(6):900\u2013903. doi:https:\/\/doi.org\/10.2105\/AJPH.2022.306849","journal-title":"Am J Public Health"},{"issue":"4","key":"2399_CR5","doi-asserted-by":"publisher","first-page":"e80","DOI":"10.1016\/S1473-3099(20)30635-6","volume":"21","author":"L Gardner","year":"2021","unstructured":"Gardner L, Ratcliff J, Dong E, Katz A. A need for open public data standards and sharing in light of COVID-19. Lancet Infect Dis. 2021;21(4):e80. doi:https:\/\/doi.org\/10.1016\/S1473-3099(20)30635-6","journal-title":"Lancet Infect Dis"},{"key":"2399_CR6","doi-asserted-by":"publisher","first-page":"e65283","DOI":"10.2196\/65283","volume":"27","author":"G Stahlman","year":"2025","unstructured":"Stahlman G, Yanovitzky I, Kim M. Design, application, and actionability of US public health data dashboards: a scoping review. J Med Internet Res. 2025;27:e65283. doi:https:\/\/doi.org\/10.2196\/65283","journal-title":"J Med Internet Res"},{"key":"2399_CR7","doi-asserted-by":"publisher","first-page":"392","DOI":"10.1186\/s12889-024-17841-2","volume":"24","author":"R Rabiei","year":"2024","unstructured":"Rabiei R, Bastani P, Ahmadi H, et al. Developing public health surveillance dashboards: a scoping review on design principles. BMC Public Health. 2024;24:392. doi:https:\/\/doi.org\/10.1186\/s12889-024-17841-2","journal-title":"BMC Public Health"},{"issue":"11","key":"2399_CR8","doi-asserted-by":"publisher","first-page":"1847","DOI":"10.1093\/jamia\/ocac140","volume":"29","author":"B Ansari","year":"2022","unstructured":"Ansari B, Martin EG. Development of a usability checklist for public health dashboards. J Am Med Inform Assoc. 2022;29(11):1847\u20131858. doi:https:\/\/doi.org\/10.1093\/jamia\/ocac140","journal-title":"J Am Med Inform Assoc"},{"issue":"6","key":"2399_CR9","doi-asserted-by":"publisher","first-page":"886","DOI":"10.2105\/AJPH.2022.306871","volume":"112","author":"N Dasgupta","year":"2022","unstructured":"Dasgupta N, Kapadia F. The future of the public health data dashboard. Am J Public Health. 2022;112(6):886\u2013888. doi:https:\/\/doi.org\/10.2105\/AJPH.2022.306871","journal-title":"Am J Public Health"},{"key":"2399_CR10","doi-asserted-by":"publisher","first-page":"e68977","DOI":"10.2196\/68977","volume":"17","author":"Z He","year":"2025","unstructured":"He Z, Salvage M, Noel CA. Data dashboard acceptability, use, and perceived effectiveness in disseminating local overdose data. Online J Public Health Inform. 2025;17:e68977. doi:https:\/\/doi.org\/10.2196\/68977","journal-title":"Online J Public Health Inform"},{"issue":"3","key":"2399_CR11","doi-asserted-by":"publisher","first-page":"526","DOI":"10.1093\/aje\/kwab279","volume":"191","author":"RC Schell","year":"2022","unstructured":"Schell RC, Allen B, Goedel WC, et al. Identifying predictors of opioid overdose death at a neighborhood level. Am J Epidemiol. 2022;191(3):526\u2013533. doi:https:\/\/doi.org\/10.1093\/aje\/kwab279","journal-title":"Am J Epidemiol"},{"key":"2399_CR12","doi-asserted-by":"publisher","first-page":"999958","DOI":"10.3389\/fpubh.2023.999958","volume":"11","author":"A Schulze","year":"2023","unstructured":"Schulze A, Brand F, Geppert J, B\u00f6l GF. Digital dashboards visualizing public health data: a systematic review. Front Public Health. 2023;11:999958. doi:https:\/\/doi.org\/10.3389\/fpubh.2023.999958","journal-title":"Front Public Health"},{"key":"2399_CR13","doi-asserted-by":"publisher","first-page":"e77361","DOI":"10.2196\/77361","volume":"28","author":"H Vornhagen","year":"2026","unstructured":"Vornhagen H, Barrett S, Carroll C, et al. Design practices for data dashboards in health care: scoping review. J Med Internet Res. 2026;28:e77361. Published 2026 Feb 25. Doi: https:\/\/doi.org\/10.2196\/77361","journal-title":"J Med Internet Res"}],"container-title":["Journal of Medical Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-026-02399-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10916-026-02399-w","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10916-026-02399-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,23]],"date-time":"2026-05-23T06:49:22Z","timestamp":1779518962000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10916-026-02399-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,23]]},"references-count":13,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2026,12]]}},"alternative-id":["2399"],"URL":"https:\/\/doi.org\/10.1007\/s10916-026-02399-w","relation":{},"ISSN":["1573-689X"],"issn-type":[{"value":"1573-689X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5,23]]},"assertion":[{"value":"24 January 2026","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"27 April 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 May 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics Approval and Consent to Participate"}},{"value":"Not applicable.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for Publication"}},{"value":"The authors declare no competing interests.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing Interests"}},{"value":"Not applicable.","order":5,"name":"Ethics","group":{"name":"EthicsHeading","label":"Clinical Trial Number"}}],"article-number":"85"}}