Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 294

The DOI matches its Crossref record; 89 of the 89 references it cites were found in a registry or an index.

Opioid-related mortality in rural America: Geographic heterogeneity and intervention strategies

Rigg, Khary K., Monnat, Shannon M., Chavez, Melody N.·2018·International Journal of Drug Policy

Abstract

Over the last two decades, opioid-related mortality rates have increased dramatically to become a serious public health concern in the United States. Opioid-related mortality has reached epidemic levels in certain rural areas of the U.S., such as Appalachia, New England, and the Mountain West, while remaining relatively low in others, such as the Delta South and Great Plains. Explanations for geographic variation in opioid mortality are unclear, contributing to ineffective policies and interventions. The goal of this article is to summarize the existing literature on the opioid epidemic in the rural U.S. to help guide intervention efforts. This paper 1) describes geographic heterogeneity in opioid-related mortality, with a focus on rural areas, 2) summarizes factors that likely contribute to this heterogeneity, and 3) discusses potential strategies for addressing the opioid epidemic in the hardest-hit rural communities. The information presented in this paper dispels the myth that the opioid epidemic is disproportionately rural, and demonstrates that the magnitude of the epidemic has varied considerably across different rural areas. This paper provides important insights for public health professionals, treatment practitioners, researchers, and policymakers as they work toward solutions that take into account the diversity of rural communities and the dynamic nature of the opioid epidemic.

Overview

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1016/j.drugpo.2018.04.011

Cites

89 of 89 references verified0 citation errors · 0 not checkable

Statistics

Verification

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Citations

Cites

Show all 89 references

Cited by

See all 294

Metadata

Authors
Rigg, K. K., Monnat, S. M., & Chavez, M. N.
Venue
International Journal of Drug Policy
Publisher
Elsevier BV
Published
2018-07
Volume
57
Pages
119-129
ISSN
0955-3959 (ISSN-L)
OpenAlex
W2802034737
Cited by
294
References
89
FWCI
32.38
Type
journal article
Language
en
Open access
closed

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

How to cite

Cite CoChat for the checks on this page, and the paper for its own findings.

This page
CoChat. (2026). Citation check: Opioid-related mortality in rural America: Geographic heterogeneity and intervention strategies. https://app.cochat.ai/papers/10.1016/j.drugpo.2018.04.011
The paper
Rigg, K. K., Monnat, S. M., & Chavez, M. N. (2018). Opioid-related mortality in rural America: Geographic heterogeneity and intervention strategies. International Journal of Drug Policy. https://doi.org/10.1016/j.drugpo.2018.04.011

Data sources

Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.