Excessive Overdoses Where Treatment Centers Are Concentrated: A Case Study of Orange County, California

BACKGROUND: This study examines an unusual context in which a large drug treatment community may be associated with an increase in drug overdoses, in Orange County, California. The greater availability of treatment services attracts many non-local visitors to this county, particularly from other states, leading to the overrepresentation of those who use drugs in the local population. This, in addition to a recent rise in predatory practices in connection to fraudulent overbilling at local treatment centers, may further contribute to overdose risk. OBJECTIVES: This study examined emergency department records in California over a three-year period. Odds ratios were calculated for overdoses in Orange County cities with the highest concentration of treatment facilities (the exposure region) relative to other parts of California. Local residents and two groups of visitors were analyzed separately. RESULTS: Overdose among local residents in the exposure region were slightly elevated and more substantially elevated among visitors from other counties in California. Most notably, overdose ratios were exceptionally high for out-of-state visitors in the exposure region, consistent with prior reports that these visitors have been the primary group exploited in overbilling schemes. CONCLUSIONS: Overdoses were disproportionately high for people visiting Orange County from other U.S. states. Discussion highlights the need for stronger regulatory oversight of unethical practices in the local addiction treatment industry.

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Publication Details

Journal
Substance Use & Misuse
Published
2026-04-01
DOI
https://doi.org/10.1080/10826084.2026.2634978
Primary Topic
Opioid Use Disorder Treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Excessive Overdoses Where Treatment Centers Are Concentrated: A Case Study of Orange County, California

Ilan Shrira, Joshua D. Foster
Substance Use & Misuse
Opioid Use Disorder Treatment
article

Excessive Overdoses Where Treatment Centers Are Concentrated: A Case Study of Orange County, California

Ilan Shrira, Joshua D. Foster
article en

Abstract

BACKGROUND: This study examines an unusual context in which a large drug treatment community may be associated with an increase in drug overdoses, in Orange County, California. The greater availability of treatment services attracts many non-local visitors to this county, particularly from other states, leading to the overrepresentation of those who use drugs in the local population. This, in addition to a recent rise in predatory practices in connection to fraudulent overbilling at local treatment centers, may further contribute to overdose risk. OBJECTIVES: This study examined emergency department records in California over a three-year period. Odds ratios were calculated for overdoses in Orange County cities with the highest concentration of treatment facilities (the exposure region) relative to other parts of California. Local residents and two groups of visitors were analyzed separately. RESULTS: Overdose among local residents in the exposure region were slightly elevated and more substantially elevated among visitors from other counties in California. Most notably, overdose ratios were exceptionally high for out-of-state visitors in the exposure region, consistent with prior reports that these visitors have been the primary group exploited in overbilling schemes. CONCLUSIONS: Overdoses were disproportionately high for people visiting Orange County from other U.S. states. Discussion highlights the need for stronger regulatory oversight of unethical practices in the local addiction treatment industry.

Substance Use & Misuse
Pennsylvania State University (US), University of South Alabama (US)
Good health and well-being
Openalex Percentile: Top 26%
Opioid Use Disorder Treatment
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