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Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes.

Publication ,  Journal Article
Wu, L-T; Ghitza, UE; Zhu, H; Spratt, S; Swartz, M; Mannelli, P
Published in: Drug Alcohol Depend
May 1, 2018

BACKGROUND: The majority of the U.S. healthcare resources are utilized by a small population characterized as high-risk, high-need persons with complex care needs (e.g., adults with multiple chronic conditions). Substance use disorders (SUDs) and mental health disorders (MHDs) are a driver of poor health and additional healthcare costs, but they are understudied among high-need patients. OBJECTIVE: We examine the prevalence and correlates of SUDs and MHDs among adults with high-risk diabetes, who are patients at the top 10% risk score for developing poor outcomes (hospital admission or death). METHODS: A risk algorithm developed from Duke University Health System electronic health records (EHRs) data was used to identify patients with high-risk diabetes for targeting home-based primary care. The EHR data of the 263 patients with high-risk diabetes were analyzed to understand patterns of SUDs and MHDs to inform care-coordinating efforts. RESULTS: Both SUDs (any SUD 48.3%, alcohol 12.5%, tobacco 38.8%, drug 23.2%) and MHDs (any MHD 74.9%, mood 53.2%, sleep 37.3%, anxiety 32.7%, schizophrenia/psychotics/delusional 14.8%, dementia/delirium/amnestic/cognitive 14.4%, adjustment 9.1%) were prevalent. Overall, 81.7% of the sample had SUD or MHD. Elevated odds of SUD were noted among men (tobacco, alcohol) and those who were never-married (alcohol, cannabis). African-American race (vs. other race/ethnicity) was associated with lower odds of anxiety disorders. CONCLUSION: While data are limited to one large academic health system, they provide clinical evidence revealing that 82% of patients with high-risk diabetes had SUD and/or MHD recorded in their EHRs, highlighting a need for developing service models to optimize high-risk care.

Duke Scholars

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Published In

Drug Alcohol Depend

DOI

EISSN

1879-0046

Publication Date

May 1, 2018

Volume

186

Start / End Page

86 / 93

Location

Ireland

Related Subject Headings

  • Treatment Outcome
  • Substance-Related Disorders
  • Substance Abuse
  • Socioeconomic Factors
  • Risk
  • Prevalence
  • Middle Aged
  • Mental Disorders
  • Male
  • Humans
 

Citation

APA
Chicago
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Wu, L.-T., Ghitza, U. E., Zhu, H., Spratt, S., Swartz, M., & Mannelli, P. (2018). Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes. Drug Alcohol Depend, 186, 86–93. https://doi.org/10.1016/j.drugalcdep.2018.01.008
Wu, Li-Tzy, Udi E. Ghitza, He Zhu, Susan Spratt, Marvin Swartz, and Paolo Mannelli. “Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes.Drug Alcohol Depend 186 (May 1, 2018): 86–93. https://doi.org/10.1016/j.drugalcdep.2018.01.008.
Wu L-T, Ghitza UE, Zhu H, Spratt S, Swartz M, Mannelli P. Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes. Drug Alcohol Depend. 2018 May 1;186:86–93.
Wu, Li-Tzy, et al. “Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes.Drug Alcohol Depend, vol. 186, May 2018, pp. 86–93. Pubmed, doi:10.1016/j.drugalcdep.2018.01.008.
Wu L-T, Ghitza UE, Zhu H, Spratt S, Swartz M, Mannelli P. Substance use disorders and medical comorbidities among high-need, high-risk patients with diabetes. Drug Alcohol Depend. 2018 May 1;186:86–93.
Journal cover image

Published In

Drug Alcohol Depend

DOI

EISSN

1879-0046

Publication Date

May 1, 2018

Volume

186

Start / End Page

86 / 93

Location

Ireland

Related Subject Headings

  • Treatment Outcome
  • Substance-Related Disorders
  • Substance Abuse
  • Socioeconomic Factors
  • Risk
  • Prevalence
  • Middle Aged
  • Mental Disorders
  • Male
  • Humans