Spatial inequities in access to medications for treatment of opioid use disorder highlight scarcity of methadone providers under counterfactual scenarios

• Eric Tatara ,

  Roles Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  * E-mail: tatara@anl.gov

  Affiliations Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, United States of America, Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, Illinois, United States of America

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• Qinyun Lin,

  Roles Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Center for Spatial Data Science, University of Chicago, Chicago, Illinois, United States of America

  https://orcid.org/0000-0001-9792-3351

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• Jonathan Ozik,

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, United States of America, Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, Illinois, United States of America

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• Marynia Kolak,

  Roles Conceptualization, Formal analysis, Investigation, Writing – original draft, Writing – review & editing

  Affiliation Center for Spatial Data Science, University of Chicago, Chicago, Illinois, United States of America

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• Nicholson Collier,

  Roles Conceptualization, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliations Consortium for Advanced Science and Engineering, University of Chicago, Chicago, Illinois, United States of America, Decision and Infrastructure Sciences, Argonne National Laboratory, Lemont, Illinois, United States of America

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• Dylan Halpern,

  Roles Formal analysis, Software, Visualization

  Affiliation Center for Spatial Data Science, University of Chicago, Chicago, Illinois, United States of America

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• Luc Anselin,

  Roles Data curation, Software

  Affiliation Center for Spatial Data Science, University of Chicago, Chicago, Illinois, United States of America

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• Harel Dahari,

  Roles Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

  Affiliation The Program for Experimental & Theoretical Modeling, Division of Hepatology, Department of Medicine, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, United States of America

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• Basmattee Boodram,

  Roles Conceptualization, Data curation, Funding acquisition, Methodology, Writing – original draft, Writing – review & editing

  Affiliation Division of Community Health Sciences, School of Public Health, University of Illinois at Chicago, Chicago, Illinois, United States of America

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• John Schneider

  Roles Funding acquisition, Investigation, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, Illinois, United States of America

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