Evidence map›Paper›PMID 40548232›Full record

ArticleJournal of population economics2025

Understanding the demographics of the opioid overdose death crisis.

David Powell

Abstract read
In one paragraph

Article in Journal of population economics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

1 author.

David PowellRAND, Arlington, VA USA.ORCID 0000-0002-9132-2106

Funding

Optimal Methods for Estimating Policy Effect Heterogeneity in Opioid Policy ResearchP50DA046351 · NIDA · RAND CORPORATION · PI Rosanna Smart · 2018 to 2026
$20.8M
Changes to which Drugs and Drug Combinations are Prescribed in Response to Opioid Supply-side PoliciesR21DA052655 · NIDA · RAND CORPORATION · PI PEET, EVAN DAVID, POWELL, DAVID · 2021 to 2022
$478k
Understanding cannabidiol policy and its impacts on broader substance useR21DA060486 · NIDA · UNIVERSITY OF PENNSYLVANIA · PI David Powell · 2025 to 2026
$457k
NIDA NIH HHS P50 DA046351NIDA NIH HHS R21 DA052655NIDA NIH HHS R21 DA060486
6 · The paper itself

Abstract

The United States is facing an unprecedented drug overdose crisis, distinguished from prior epidemics by its severity, widespread impact, and demographic incidence. This study examines demographic overdose trends during the opioid crisis relative to historical disparities. Using a simple decomposition framework, I assess the contributions of specific demographic factors while accounting for other characteristics, finding that many disparities intensify when adjusted for covarying factors. Additionally, I analyze the long-term impacts of OxyContin's launch, discovering that it induced substantial differences in overdose rates by sex and education. While OxyContin contributed to some racial/ethnic disparities, there is evidence that other factors independently shaped these trends. Nonetheless, all demographic groups were substantially impacted by the introduction and promotion of OxyContin. This research highlights how certain groups have been disproportionately affected by the opioid crisis and the foundational role of supply-side shocks to opioid access in explaining the demographics of the overdose death crisis. Supplementary Information: The online version contains supplementary material available at 10.1007/s00148-025-01108-0.

Indexed as

Deaths of despairOverdose deathsOxyContinPurdue pharmaRacial disparities

Identifiers

PMID40548232
PMCPMC12179229

What OpenQuestion holds

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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 OpenQuestion graph.