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Purpose <p>To elucidate the role of community socioeconomic conditions in creating opioid-related risk environments, we assessed community-level socioeconomic measures in association with opioid use disorder (OUD) across a diverse geography.</p> Methods <p>We conducted a case-control study using medical records (2012–2020) from a Pennsylvania health system to identify cases of OUD (n =&#xa0;14,674) and controls (n =&#xa0;58,696; frequency-matched on age, sex, year, medical record duration). Residential addresses were used to assign community-level measures: community socioeconomic deprivation (CSD), high proportional housing costs (HPHC), population in service occupations (PSO), and community credit score (CCS). Logistic regression analyzed associations of community type (city census tracts [CCT], boroughs, townships) and community socioeconomic features (stratified by community type) with OUD, adjusting for demographics and individual-level socioeconomic status.</p> Results <p>CCT or borough (versus township) residence was associated with higher OUD odds. CSD, HPHC, and CCS were associated with OUD across community types; PSO was only associated in CCTs. The highest (versus lowest) level of CSD was associated (odds ratio, 95% CI) with higher OUD odds among individuals in townships (1.18 [1.03, 1.36]), boroughs (1.34 [1.09, 1.63]), and CCTs (1.46 [1.13, 1.88]). “Good” (versus “high fair”) CCS was associated with lower odds in townships (0.78 [0.71, 0.86]), boroughs (0.56 [0.41, 0.77]), and CCTs (0.73 [0.44, 1.22]).</p> Conclusion <p>Findings indicate poor community socioeconomic conditions are related to higher OUD risk, highlight the value of research regarding opioid-related risk environments, and suggest structural and policy interventions, such as vocational training and rent subsidies, as important for addressing the root causes of OUD.</p>

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Associations of community socioeconomic factors and opioid use disorder across an urban-to-rural spectrum in Pennsylvania: an electronic health record-based case-control study

  • 期刊论文

  • 发表日期：

    2025年4月11日

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  • Melissa N. Poulsen,
  • Cara M. Nordberg,
  • Joseph DeWalle,
  • Meghann Reeder,
  • Wade Berrettini,
  • Brian S. Schwartz

摘要

Purpose

To elucidate the role of community socioeconomic conditions in creating opioid-related risk environments, we assessed community-level socioeconomic measures in association with opioid use disorder (OUD) across a diverse geography.

Methods

We conducted a case-control study using medical records (2012–2020) from a Pennsylvania health system to identify cases of OUD (n = 14,674) and controls (n = 58,696; frequency-matched on age, sex, year, medical record duration). Residential addresses were used to assign community-level measures: community socioeconomic deprivation (CSD), high proportional housing costs (HPHC), population in service occupations (PSO), and community credit score (CCS). Logistic regression analyzed associations of community type (city census tracts [CCT], boroughs, townships) and community socioeconomic features (stratified by community type) with OUD, adjusting for demographics and individual-level socioeconomic status.

Results

CCT or borough (versus township) residence was associated with higher OUD odds. CSD, HPHC, and CCS were associated with OUD across community types; PSO was only associated in CCTs. The highest (versus lowest) level of CSD was associated (odds ratio, 95% CI) with higher OUD odds among individuals in townships (1.18 [1.03, 1.36]), boroughs (1.34 [1.09, 1.63]), and CCTs (1.46 [1.13, 1.88]). “Good” (versus “high fair”) CCS was associated with lower odds in townships (0.78 [0.71, 0.86]), boroughs (0.56 [0.41, 0.77]), and CCTs (0.73 [0.44, 1.22]).

Conclusion

Findings indicate poor community socioeconomic conditions are related to higher OUD risk, highlight the value of research regarding opioid-related risk environments, and suggest structural and policy interventions, such as vocational training and rent subsidies, as important for addressing the root causes of OUD.