{"id":"https://openalex.org/W4403366217","doi":"https://doi.org/10.1016/j.healthplace.2024.103365","title":"Spatial patterns of rural opioid-related hospital emergency department visits: A machine learning analysis","display_name":"Spatial patterns of rural opioid-related hospital emergency department visits: A machine learning analysis","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4403366217","doi":"https://doi.org/10.1016/j.healthplace.2024.103365","pmid":"https://pubmed.ncbi.nlm.nih.gov/39405616"},"language":"en","primary_location":{"id":"doi:10.1016/j.healthplace.2024.103365","doi":"https://doi.org/10.1016/j.healthplace.2024.103365","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.healthplace.2024.103365","pdf_url":null,"source":{"id":"https://openalex.org/S43487215","display_name":"Health & Place","issn_l":"1353-8292","issn":["1353-8292","1873-2054"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health &amp; Place","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Eric Robinson","orcid":"https://orcid.org/0009-0007-3713-8803","observed_orcids":["https://orcid.org/0009-0007-3713-8803"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Robinson","raw_affiliation_strings":["Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":"https://orcid.org/0009-0007-3713-8803","affiliations":[{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021433143","display_name":"Kathleen Stewart","orcid":"https://orcid.org/0000-0001-5378-3609","observed_orcids":["https://orcid.org/0000-0001-5378-3609"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kathleen Stewart","raw_affiliation_strings":["Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA. Electronic address: stewartk@umd.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geographical Sciences, University of Maryland, College Park, MD, 20742, USA. Electronic address: stewartk@umd.edu","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112707717","display_name":"Eleanor Artigiani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erin Artigiani","raw_affiliation_strings":["CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035751416","display_name":"Margaret H. Hsu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Margaret Hsu","raw_affiliation_strings":["CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087255962","display_name":"Amy S. Billing","orcid":"https://orcid.org/0000-0001-8068-1982","observed_orcids":["https://orcid.org/0000-0001-8068-1982"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy S. Billing","raw_affiliation_strings":["CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068516927","display_name":"Ebonie C. Massey","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ebonie C. Massey","raw_affiliation_strings":["CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096362922","display_name":"Sridhar Rao Gona","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sridhar Rao Gona","raw_affiliation_strings":["Department of Research, Meritus Medical Center, Hagerstown, MD, 21742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Research, Meritus Medical Center, Hagerstown, MD, 21742, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045884885","display_name":"Eric D. Wish","orcid":"https://orcid.org/0000-0001-8939-3151","observed_orcids":["https://orcid.org/0000-0001-8939-3151"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric D. Wish","raw_affiliation_strings":["CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESAR: Center for Substance Use, Addiction & Health Research, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021433143"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":{"value":3280,"currency":"USD","value_usd":3280},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2100212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"90","issue":null,"first_page":"103365","last_page":"103365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10576","display_name":"Opioid Use Disorder Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10576","display_name":"Opioid Use Disorder Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10043","display_name":"Substance Abuse Treatment and Outcomes","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/opioid-overdose","display_name":"opioid overdose","score":0.7310000061988831},{"id":"https://openalex.org/keywords/emergency-department-visits","display_name":"emergency department visits","score":0.878000020980835},{"id":"https://openalex.org/keywords/rural-health","display_name":"rural health","score":0.9490000009536743},{"id":"https://openalex.org/keywords/spatial-patterns","display_name":"spatial patterns","score":0.8190000057220459},{"id":"https://openalex.org/keywords/racial-disparities","display_name":"racial disparities","score":0.7419999837875366},{"id":"https://openalex.org/keywords/black-patients","display_name":"Black patients","score":0.8330000042915344},{"id":"https://openalex.org/keywords/opioid-prescribing","display_name":"opioid prescribing","score":0.7269999980926514},{"id":"https://openalex.org/keywords/housing-conditions","display_name":"housing conditions","score":0.7120000123977661},{"id":"https://openalex.org/keywords/mental-health","display_name":"mental health","score":0.972000002861023},{"id":"https://openalex.org/keywords/sociodemographic-factors","display_name":"sociodemographic factors","score":0.8999999761581421},{"id":"https://openalex.org/keywords/maryland","display_name":"Maryland","score":0.5540000200271606}],"concepts":[{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.7837895750999451},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5051367878913879},{"id":"https://openalex.org/C2781063702","wikidata":"https://www.wikidata.org/wiki/Q427523","display_name":"Opioid","level":3,"score":0.48634082078933716},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4537217915058136},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4083186984062195},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.37669500708580017},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.21713417768478394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C170493617","wikidata":"https://www.wikidata.org/wiki/Q208467","display_name":"Receptor","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083682","descriptor_name":"Opiate Overdose","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000096924","descriptor_name":"Emergency Room Visits","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000701","descriptor_name":"Analgesics, Opioid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001741","descriptor_name":"Black or African American","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008396","descriptor_name":"Maryland","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009293","descriptor_name":"Opioid-Related Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012424","descriptor_name":"Rural Population","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.healthplace.2024.103365","doi":"https://doi.org/10.1016/j.healthplace.2024.103365","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.healthplace.2024.103365","pdf_url":null,"source":{"id":"https://openalex.org/S43487215","display_name":"Health & Place","issn_l":"1353-8292","issn":["1353-8292","1873-2054"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health &amp; Place","raw_type":"journal-article"},{"id":"pmid:39405616","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39405616","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health & place","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9789000153541565,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.7578999996185303,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1831050183","https://openalex.org/W2000515020","https://openalex.org/W2070123858","https://openalex.org/W2113651274","https://openalex.org/W2162691915","https://openalex.org/W2190963090","https://openalex.org/W2737706773","https://openalex.org/W2791788181","https://openalex.org/W2902543143","https://openalex.org/W2906511616","https://openalex.org/W2910341338","https://openalex.org/W2914860103","https://openalex.org/W2937656971","https://openalex.org/W2940977491","https://openalex.org/W2947289720","https://openalex.org/W2949166997","https://openalex.org/W2964422804","https://openalex.org/W2999287971","https://openalex.org/W3010350509","https://openalex.org/W3013330736","https://openalex.org/W3020895724","https://openalex.org/W3021702134","https://openalex.org/W3022298391","https://openalex.org/W3024602475","https://openalex.org/W3033488253","https://openalex.org/W3044853528","https://openalex.org/W3113533304","https://openalex.org/W3127752519","https://openalex.org/W3128247761","https://openalex.org/W3135670017","https://openalex.org/W3139179063","https://openalex.org/W3164871905","https://openalex.org/W3167199999","https://openalex.org/W3179247283","https://openalex.org/W3196961671","https://openalex.org/W3209025934","https://openalex.org/W3216464017","https://openalex.org/W4206467244","https://openalex.org/W4220682939","https://openalex.org/W4220870315","https://openalex.org/W4280610180","https://openalex.org/W4283753686","https://openalex.org/W4285082942","https://openalex.org/W4286001785","https://openalex.org/W4309931916","https://openalex.org/W4323652583","https://openalex.org/W4327677465","https://openalex.org/W4383506481","https://openalex.org/W4388270692","https://openalex.org/W4388769678","https://openalex.org/W4390014368","https://openalex.org/W4392203705","https://openalex.org/W4392916210"],"related_works":["https://openalex.org/W3135291928","https://openalex.org/W4313410010","https://openalex.org/W3167199999","https://openalex.org/W3015933952","https://openalex.org/W3192716761","https://openalex.org/W2940724739","https://openalex.org/W6885014871","https://openalex.org/W3096077370","https://openalex.org/W7204005852","https://openalex.org/W4392857828"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-10-13T00:00:00"}
