Evidence map›Paper›PMID 41233802›Full record

ArticleBMC public health2025

Mapping the overdose crisis in Ontario: geographic disparities in opioid-related harms and services.

Farihah Ali, Jordan Mende-Gibson, Sameer Imtiaz, Cayley Russell, Shannon Chellew Paternostro, Sami Aftab Abdul, Nikki Bozinoff, David C Marsh, Pamela Leece, Jürgen Rehm

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Farihah AliInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada. farihah.ontcrism@gmail.com.
Jordan Mende-GibsonInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.
Sameer ImtiazInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.
Cayley RussellInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.
Shannon Chellew PaternostroInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.
Sami Aftab AbdulInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.
Nikki BozinoffCampbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, 250 College St, Toronto, ON, M5T 1R8, Canada.
David C MarshNorthern Ontario School of Medicine University, 935 Ramsey Lake Rd, Sudbury, ON, P3E 2C6, Canada.
Pamela LeeceDepartment of Family and Community Medicine, University of Toronto, 500 University Avenue, 5th floor, Toronto, M5G1V7, Canada.
Jürgen RehmInstitute for Mental Health Policy Research, Centre for Addiction and Mental Health (CAMH), Toronto, M5S 2S1, Canada.

Funding

CIHR REN- 181677Natural Sciences and Engineering Research Council of Canada CCMOB-2021-00035
6 · The paper itself

Abstract

backgroundOpioid-related harms and deaths remain a persistent public health crisis across Ontario, Canada, with non-urban regions facing a disproportionate burden. However, discussions of opioid-related harms across Ontario's geographic regions have provided an oversimplified assessment, contrasting rural and urban regions which mask the unique challenges and true disparities faced by sparsely populated communities, which are commonly located in the Northern regions. Our study aims to provide a more in depth understanding of the opioid crisis in Ontario across different geographic classifications in accordance to population size, such as rural, urban, and sparsely populated regions, presenting data in both absolute numbers and crude rates with contextual grounding of regional characteristics. A number of different opioid-related indicators such as hospitalizations, overdose rates, opioid service provision and harm reduction supply distribution were analyzed across all 34 of Ontario's public health units (PHUs) to understand the differences in these indicators based on region across the province. The findings can inform the development of targeted interventions and improve service accessibility for those most affected by the overdose crisis in Ontario.

methodsPublicly-available secondary data for each PHU was collected from several provincial and national data sources and analyzed between November 2024 and January 2025. Annual data from 2022 to 2023 on opioid-related harms, opioid agonist treatment (OAT) prescribers and engagement, and the distribution of harm reduction supplies, as well as annual data from 2024 on opioid-inclusive service provision, were collected. Using Statistics Canada's 2023 Health Region Peer Group Classification, the PHUS were grouped into four geographic classifications: sparsely populated, rural, urban/rural mix, and urban. Crude average rates were calculated for all indicators. Statistical analysis was performed to assess significance of indicators between regions.

resultsSparsely populated PHUs were primarily located in Northern Ontario, while rural, urban/rural mix, and urban PHUs were mainly concentrated in Southern Ontario. Urban PHUs have the highest number and lowest rate of opioid-related harms (e.g. 947 opioid-related deaths, representing a rate of 12.5 per 100,000 population), while sparsely populated PHUs reflect the opposite trend (e.g. 158 opioid-related deaths, representing a rate of 44.2 per 100,000 population). A similar pattern emerges for harm reduction services and naloxone distribution. The number of treatment services is highest in rural PHUs (n = 237) and lowest in sparsely populated PHUs (n = 83), despite having the highest rate. OAT prescribers, OAT engagement, and needle distribution follow a similar trend. Statistical significance was found between geographic regions for most indicators, except opioid-inclusive support services, harm reduction services, and naloxone distribution.

conclusionSparsely populated and rural PHUs experience the highest burden of opioid-related harms, coupled with limitations in service accessibility, demonstrating a clear need for additional harm reduction services. Decision-makers may be misled into underestimating the crisis in non-urban areas as a result of oversimplified reporting, resulting in inadequate support for these regions. Addressing these disparities is key to reducing opioid-related mortality and ensuring equitable access to life-saving services across Ontario.

Indexed as

Analgesics, OpioidDrug OverdoseHealthcare DisparitiesOpiate OverdoseOpioid-Related DisordersGeographic MappingHarm ReductionHumansOntarioRural PopulationUrban PopulationAnalgesics, OpioidHarm reductionNorthern OntarioOpioid agonist treatmentOpioid-Related harmsOverdose crisisRurality

Identifiers

PMID41233802
PMCPMC12616965

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.