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Increasing timely access to evidence-based treatment for opioid use disorder using novel digital health and system dynamics modelling approaches: a study protocol.

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Title: Increasing timely access to evidence-based treatment for opioid use disorder using novel digital health and system dynamics modelling approaches: a study protocol.
Authors: Canty T; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA., S Sabounchi N; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA Nasim.Sabounchi@sph.cuny.edu.; Health Policy and Management, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA., Heimer R; Department of Epidemiology of Microbial Diseases, Yale University School of Public Health, New Haven, Connecticut, USA., Pantalon M; School of Health Professions, Long Island University, Brookville, New York, USA.; Center for Progressive Recovery, New Haven, Connecticut, USA., Ryus C; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA., Buchanan L; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA., Grewal M; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA., Maffei J; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA., D'Onofrio G; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.; Department of Chronic Disease Epidemiology, Yale University School of Public Health, New Haven, CT, USA., Heckmann R; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.; Department of Anesthesiology, Yale University School of Medicine, New Haven, CT, USA.
Source: BMJ open [BMJ Open] 2025 Nov 04; Vol. 15 (11), pp. e102796. Date of Electronic Publication: 2025 Nov 04.
Publication Type: Journal Article; Clinical Trial Protocol
Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Canty+T%22">Canty T</searchLink>; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA.<br /><searchLink fieldCode="AU" term="%22S+Sabounchi+N%22">S Sabounchi N</searchLink>; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA Nasim.Sabounchi@sph.cuny.edu.; Health Policy and Management, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA.<br /><searchLink fieldCode="AU" term="%22Heimer+R%22">Heimer R</searchLink>; Department of Epidemiology of Microbial Diseases, Yale University School of Public Health, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Pantalon+M%22">Pantalon M</searchLink>; School of Health Professions, Long Island University, Brookville, New York, USA.; Center for Progressive Recovery, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Ryus+C%22">Ryus C</searchLink>; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Buchanan+L%22">Buchanan L</searchLink>; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Grewal+M%22">Grewal M</searchLink>; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Maffei+J%22">Maffei J</searchLink>; Center for Systems and Community Design, CUNY Graduate School of Public Health & Health Policy, New York, New York, USA.<br /><searchLink fieldCode="AU" term="%22D'Onofrio+G%22">D'Onofrio G</searchLink>; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.; Department of Chronic Disease Epidemiology, Yale University School of Public Health, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Heckmann+R%22">Heckmann R</searchLink>; Department of Emergency Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.; Department of Anesthesiology, Yale University School of Medicine, New Haven, CT, USA.
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              Text: 2025 Nov 04
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