FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4296794857> ?p ?o ?g. }

• W4296794857 endingPage "e0275054" @default.
• W4296794857 startingPage "e0275054" @default.
• W4296794857 abstract "The objective of this work is to examine disparities in the completion of substance use disorder treatment in the U.S. Our data is from the Treatment Episode Dataset Discharge (TEDS-D) datasets from the U.S. Substance Abuse and Mental Health Services Administration (SAMHSA) for 2017-2019. We apply a two-stage virtual twins model (random forest + decision tree) where, in the first stage (random forest), we determine differences in treatment completion probability associated with race/ethnicity, income source, no co-occurrence of mental health disorders, gender (biological), no health insurance, veteran status, age, and primary substance (alcohol or opioid). In the second stage (decision tree), we identify subgroups associated with probability differences, where such subgroups are more or less likely to complete treatment. We find the subgroups most likely to complete substance use disorder treatment, when the subgroup represents more than 1% of the sample, are those with no mental health condition co-occurrence (4.8% more likely when discharged from an ambulatory outpatient treatment program, representing 62% of the sample; and 10% more likely for one of the more specifically defined subgroups representing 10% of the sample), an income source of job-related wages/salary (4.3% more likely when not having used in the 30 days primary to discharge and when primary substance is not alcohol only, representing 28% of the sample), and white non-Hispanics (2.7% more likely when discharged from residential long-term treatment, representing 9% of the sample). Important implications are that: 1) those without a co-occurring mental health condition are the most likely to complete treatment, 2) those with job related wages or income are more likely to complete treatment, and 3) racial/ethnicity disparities persist in favor of white non-Hispanic individuals seeking to complete treatment. Thus, additional resources may be needed to combat such disparities." @default.
• W4296794857 created "2022-09-24" @default.
• W4296794857 creator A5008921281 @default.
• W4296794857 creator A5020152067 @default.
• W4296794857 creator A5038750761 @default.
• W4296794857 date "2022-09-23" @default.
• W4296794857 modified "2023-09-23" @default.
• W4296794857 title "Use of machine learning to examine disparities in completion of substance use disorder treatment" @default.
• W4296794857 cites W1961210484 @default.
• W4296794857 cites W2003336670 @default.
• W4296794857 cites W2018649381 @default.
• W4296794857 cites W2035706069 @default.
• W4296794857 cites W2050989566 @default.
• W4296794857 cites W2051082003 @default.
• W4296794857 cites W2101626831 @default.
• W4296794857 cites W2104250015 @default.
• W4296794857 cites W2107632228 @default.
• W4296794857 cites W2126359575 @default.
• W4296794857 cites W2146510661 @default.
• W4296794857 cites W2154913456 @default.
• W4296794857 cites W2163406783 @default.
• W4296794857 cites W2199607157 @default.
• W4296794857 cites W2207326757 @default.
• W4296794857 cites W2208550830 @default.
• W4296794857 cites W2280760735 @default.
• W4296794857 cites W2312984670 @default.
• W4296794857 cites W2417867510 @default.
• W4296794857 cites W2582129089 @default.
• W4296794857 cites W2606184753 @default.
• W4296794857 cites W2770256320 @default.
• W4296794857 cites W2789894922 @default.
• W4296794857 cites W2890028871 @default.
• W4296794857 cites W2924338030 @default.
• W4296794857 cites W2934399013 @default.
• W4296794857 cites W2944661632 @default.
• W4296794857 cites W3016545725 @default.
• W4296794857 cites W3019170409 @default.
• W4296794857 cites W3029374899 @default.
• W4296794857 cites W3090510923 @default.
• W4296794857 cites W3126268374 @default.
• W4296794857 cites W3165341802 @default.
• W4296794857 cites W3167179910 @default.
• W4296794857 cites W3207925473 @default.
• W4296794857 doi "https://doi.org/10.1371/journal.pone.0275054" @default.
• W4296794857 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36149868" @default.
• W4296794857 hasPublicationYear "2022" @default.
• W4296794857 type Work @default.
• W4296794857 citedByCount "3" @default.
• W4296794857 countsByYear W42967948572023 @default.
• W4296794857 crossrefType "journal-article" @default.
• W4296794857 hasAuthorship W4296794857A5008921281 @default.
• W4296794857 hasAuthorship W4296794857A5020152067 @default.
• W4296794857 hasAuthorship W4296794857A5038750761 @default.
• W4296794857 hasBestOaLocation W42967948571 @default.
• W4296794857 hasConcept C118552586 @default.
• W4296794857 hasConcept C126322002 @default.
• W4296794857 hasConcept C134362201 @default.
• W4296794857 hasConcept C137403100 @default.
• W4296794857 hasConcept C144024400 @default.
• W4296794857 hasConcept C147077947 @default.
• W4296794857 hasConcept C149923435 @default.
• W4296794857 hasConcept C185592680 @default.
• W4296794857 hasConcept C19165224 @default.
• W4296794857 hasConcept C2779442783 @default.
• W4296794857 hasConcept C2781066024 @default.
• W4296794857 hasConcept C2908647359 @default.
• W4296794857 hasConcept C35785553 @default.
• W4296794857 hasConcept C40010229 @default.
• W4296794857 hasConcept C55493867 @default.
• W4296794857 hasConcept C71924100 @default.
• W4296794857 hasConcept C99454951 @default.
• W4296794857 hasConceptScore W4296794857C118552586 @default.
• W4296794857 hasConceptScore W4296794857C126322002 @default.
• W4296794857 hasConceptScore W4296794857C134362201 @default.
• W4296794857 hasConceptScore W4296794857C137403100 @default.
• W4296794857 hasConceptScore W4296794857C144024400 @default.
• W4296794857 hasConceptScore W4296794857C147077947 @default.
• W4296794857 hasConceptScore W4296794857C149923435 @default.
• W4296794857 hasConceptScore W4296794857C185592680 @default.
• W4296794857 hasConceptScore W4296794857C19165224 @default.
• W4296794857 hasConceptScore W4296794857C2779442783 @default.
• W4296794857 hasConceptScore W4296794857C2781066024 @default.
• W4296794857 hasConceptScore W4296794857C2908647359 @default.
• W4296794857 hasConceptScore W4296794857C35785553 @default.
• W4296794857 hasConceptScore W4296794857C40010229 @default.
• W4296794857 hasConceptScore W4296794857C55493867 @default.
• W4296794857 hasConceptScore W4296794857C71924100 @default.
• W4296794857 hasConceptScore W4296794857C99454951 @default.
• W4296794857 hasIssue "9" @default.
• W4296794857 hasLocation W42967948571 @default.
• W4296794857 hasLocation W42967948572 @default.
• W4296794857 hasLocation W42967948573 @default.
• W4296794857 hasOpenAccess W4296794857 @default.
• W4296794857 hasPrimaryLocation W42967948571 @default.
• W4296794857 hasRelatedWork W1513138911 @default.
• W4296794857 hasRelatedWork W2034719019 @default.
• W4296794857 hasRelatedWork W2054833157 @default.
• W4296794857 hasRelatedWork W2074009448 @default.

• next