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Opioid-related hospitalizations in Pennsylvania: A latent class analysis
- Source :
- Drug and alcohol dependence. 202
- Publication Year :
- 2019
-
Abstract
- Background Opioid abuse is associated with substantial morbidity and often results in hospitalization. Despite this, patient-level factors associated with opioid-related hospitalizations are not well understood. Methods We used the Pennsylvania Health Care Cost Containment Council dataset (2000–2014) to identify opioid-related hospitalizations using primary and/or secondary ICD-9-CM hospital discharge codes for opioid use disorder (OUD), opioid poisoning, and heroin poisoning. Latent class analyses (LCA) of patient-level factors including sociodemographic characteristics, pregnancy, alcohol, tobacco, other substance use, and psychiatric disorders were used to identify common patterns within hospitalizations. Results Among 28,538,499 hospitalizations, 430,569 (1.5%) were opioid-related. LCA identified five latent class (LC) patient groups associated with opioid-related hospitalizations: pregnant women with OUD (LC1); women over 65 with opioid overdose (LC2); OUD, polysubstance use and co-occurring psychiatric disorders (LC3); patients with opioid overdose without co-occurring polysubstance use (LC4); and African American patients with OUD and co-occurring cocaine use (LC5). LC3 was the largest latent class (58.2%) with annual hospitalizations doubling over time. Discussion Among patients with opioid-related discharges, we identified five subpopulations among this sample. These findings suggest increased outpatient OUD treatment, mental health service support for patients with co-occurring psychiatric disorders and polysubstance use to prevent overdose and hospitalization.
- Subjects :
- Adult
Male
medicine.medical_specialty
Heroin poisoning
Toxicology
03 medical and health sciences
0302 clinical medicine
Pregnancy
medicine
Humans
Pharmacology (medical)
030212 general & internal medicine
Psychiatry
Aged
Pharmacology
business.industry
Opioid overdose
Opioid use disorder
Middle Aged
Patient Acceptance of Health Care
Pennsylvania
medicine.disease
Opioid-Related Disorders
Latent class model
Patient Discharge
Hospitalization
Psychiatry and Mental health
Opioid
Polysubstance dependence
Latent Class Analysis
Health care cost
Female
business
030217 neurology & neurosurgery
medicine.drug
Subjects
Details
- ISSN :
- 18790046
- Volume :
- 202
- Database :
- OpenAIRE
- Journal :
- Drug and alcohol dependence
- Accession number :
- edsair.doi.dedup.....278e40c591865e4d4863b61555826aef