Evidence map›Paper›PMID 40017876›Full record

ArticleBMJ public health2023

What impact did the COVID-19 pandemic have on the variability of fentanyl concentrations in the Vancouver, Canada illicit drug supply? An interrupted time-series analysis.

Samuel Tobias, Cameron J Grant, Richard Laing, Mark Lysyshyn, Jane A Buxton, Kenneth W Tupper, Evan Wood, Lianping Ti

Abstract read
In one paragraph

Article in BMJ public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
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  5. Opioid-related deaths in Northern Ontario in the early COVID-19 pandemic period.Canadian journal of public health = Revue canadienne de sante publique · 2025
    Article
  6. Article
  7. Article
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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

8 authors.

Samuel TobiasBritish Columbia Centre on Substance Use, Vancouver, British Columbia, Canada.ORCID 0000-0001-6051-8950
Cameron J GrantBritish Columbia Centre on Substance Use, Vancouver, British Columbia, Canada.ORCID 0000-0003-3281-073X
Richard LaingDrug Analysis Service, Health Canada, Burnaby, British Columbia, Canada.
Mark LysyshynSchool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada.
Jane A BuxtonSchool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada.
Kenneth W TupperSchool of Population and Public Health, The University of British Columbia, Vancouver, British Columbia, Canada.
Evan WoodBritish Columbia Centre on Substance Use, Vancouver, British Columbia, Canada.
Lianping TiBritish Columbia Centre on Substance Use, Vancouver, British Columbia, Canada.ORCID 0000-0003-2470-438X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Increases in fatal overdoses were observed coinciding with the COVID-19 pandemic across the USA and Canada. Hypothesised explanations include pandemic-attributable healthcare service disruption, social isolation and illicit drug market disruption. Using data from a community drug checking service, this study sought to evaluate how COVID-19 pandemic measures affected the variability in fentanyl concentrations within the local illicit drug market. Methods: Using a validated quantification model for fentanyl, Fourier-transform infrared spectra from fentanyl-positive drug checking samples in Vancouver, Canada were analysed to determine fentanyl concentration. An interrupted time-series analysis using an ordinary least squares model with autoregressive adjusted SEs was conducted to measure how the variance in monthly fentanyl concentrations changed following the declaration of the COVID-19 public health emergency in March 2020. Results: Over the study period, 4713 fentanyl-positive samples were available for analysis. Monthly variance of fentanyl concentrations ranged from 7.9% in December 2017 to 159.2% in September 2020. An interrupted time-series analysis of variance in fentanyl concentrations increased significantly following the declaration of the COVID-19 public health emergency, with an immediate level change of 26.1 (95% CI 7.2 to 45.0, p=0.011) and a slope change of 15.8 (95% CI 10.2 to 21.4, p<0.001). Conclusion: Though community drug checking samples may not be generalisable to the wider illicit drug market, our study found that variance in fentanyl concentrations increased significantly following the declaration of the COVID-19 public health emergency. While it remains unclear whether the observed increase in the variability of fentanyl concentration in illicit opioids was a direct result of COVID-19 and related measures, the volatility of fentanyl concentrations is likely to have posed significant risk to people who used drugs in this setting.

Indexed as

COVID-19Drug MonitoringEpidemiologyPublic Healthtrends

Identifiers

PMID40017876
PMCPMC11812719

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Registered trials

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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 OpenQuestion graph.