The Impact of Neighbourhood-Level Marginalization on risk of Opioid Overdose and Opioid Use Disorder

Background: Canada is in the midst of an opioid crisis, characterized by a dramatic increase in opioid-related poisonings, deaths, and dependency over the course of several years. Neighbourhood-level marginalization, defined as the degree to which individuals living within a neighbourhood are peripheralized and isolated from society, has been proposed as a risk factor for opioid-related harm, but the relationship has not been well-documented. Objectives: To investigate the relationship between three neighbourhood-level dimensions of marginalization and risk of opioid overdose (OD) (fatal and non-fatal), fatal OD, and opioid use disorder (OUD). Methods: Data were sourced from administrative datasets housed at ICES. Non-fatal OD was sourced using ICD-10 codes from inpatient, community health, and hospital discharge datasets. Fatal OD was sourced using information from the Chief Coroner’s office. Incident OUD diagnoses were sourced using ICD-10, DSM-V, OHIP fee codes, and DINs. Covariates included previous mental illness or substance use disorder diagnoses, income, rurality, age, and sex. Results: Using simple random sampling from a larger cohort of 10,806,807 Ontarians, a total of 1,886,385 people were included in the cohort for the first manuscript and a total of 217,820 were included in the second. Households and dwellings were significantly associated with all three forms of opioid-related harm. Material resources impacted all quintiles for overdose, some for opioid use disorder, and only the most marginalized quintile for fatal overdose. Age and labour force influenced all quintiles of overdose, but very weakly, only impacted the most marginalized quintile for opioid use disorder, and did not significantly impact fatal overdose at all. Conclusion: Neighbourhood-level marginalization significantly increased risk of opioid-related harm, but varied in magnitude in different quintiles and for different outcomes. These results were seen even after adjusting for relevant clinical and demographic factors, including income. Future research should further investigate these dimensions and interventions should focus on highly marginalized areas.

Department dc:contributor.department

Public Health Sciences

Author dc:creator

• Liang, Allison

Advisors dc:contributor.supervisor

• Stuart, Heather
• Evans, Christopher

• Marginalization
• Opioid overdose
• Opioid use disorder
• Socioeconomic disadvantage
• Residential stability
• Labour force nonparticipation

Statement dc:rights

• Attribution-NonCommercial-NoDerivatives 4.0 International

Licence dc:rights.uri

• http://creativecommons.org/licenses/by-nc-nd/4.0/

Language dc:language.iso

eng

Handle dc:identifier.uri

https://hdl.handle.net/1974/34744

OAI identifier oai:identifier

oai:queensu.scholaris.ca:1974/34744