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This paper identifies socioeconomic, criminal legal, and health care factors that predict the likelihood of counties joining Stepping Up.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>After performing variable selection, logistic regression models were performed on 3,141 U.S. counties. Counties designated as medically underserved and\/or mental health staffing shortage areas were less likely to participate in this initiative. Logistic regression models showed that larger counties (populations over 250,000) with better health care infrastructure, more mental health providers per capita, higher percent of Medicaid funded drug treatment services, and at least one medical school, were more likely to join Stepping Up. These counties had lower per capita jail populations, higher concentration of police resources, and higher pretrial incarceration rate.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>County-level health care delivery factors are major contributors to a county\u2019s likelihood, or willingness, of engaging in Stepping Up reform efforts to reduce jail population with mental health disorders issues. Therefore, improving availability and accessibility of medical and behavioral health care in different communities, may facilitate efforts to address the unnecessary incarceration of individuals with mental health disorders.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1186\/s40352-023-00226-9","type":"journal-article","created":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T09:03:24Z","timestamp":1688979804000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Impact of County-level health infrastructure on participation in a reform effort to reduce the use of jail for individuals with mental health disorders"],"prefix":"10.1186","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8941-4696","authenticated-orcid":false,"given":"Niloofar","family":"Ramezani","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maji","family":"Hailemariam","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alex J.","family":"Breno","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin J.","family":"Mackey","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alison Evans","family":"Cuellar","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jennifer E.","family":"Johnson","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Faye S.","family":"Taxman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2023,7,4]]},"reference":[{"key":"226_CR1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsat.2022.108829","author":"S Belenko","year":"2022","unstructured":"Belenko, S., Dembo, R., Knight, D. 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