Evidence map›Paper›PMID 37565101›Full record

ReviewCureus2023

The Opioid Epidemic: A Review of the Contributing Factors, Negative Consequences, and Best Practices.

Dallin Judd, Connor R King, Curtis Galke

Open access · diamondAbstract readReview
In one paragraph

Review in Cureus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
16.5field-weighted citation impact, top 1% of its field
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

45 citing papers in PubMed, 57 citations in OpenAlex.

  1. Trial
  2. Article
  3. Family functioning and adolescent risk perception of opioid misuse: A cross-sectional study.Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association (Division 43) · 2026
    Article
  4. Exploring risk tolerance among individuals who use opioids.Experimental and clinical psychopharmacology · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Something is not nothing: Hair-tested substance use and cognitive functions in a large community sample of young adults.European psychiatry : the journal of the Association of European Psychiatrists · 2026
    Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Toward Brain NaPharmaceuticals (Basel, Switzerland) · 2025
    Article
  19. Article
  20. 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

3 authors at 3 institutions in 1 country.

Dallin JuddMedicine, Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, USA.
Connor R KingMarriott School of Business, Brigham Young University, Provo, USA.
Curtis GalkeFamily Medicine and OMM, Texas College of Osteopathic Medicine, University of North Texas Health Science Center, Fort Worth, USA.
Texas College · USUniversity of North Texas · USUniversity of North Texas Health Science Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The opioid epidemic is a significant public health crisis that has caused extensive harm and devastation in the United States. This literature review aimed to identify the contributing factors and negative consequences of the epidemic, as well as best practices for healthcare providers in managing the epidemic. Overprescribing opiates and opioids, lack of education and opportunity, and being unmarried or divorced were some of the identified contributing factors to dependence on opioids. The epidemic's negative consequences are substantial, leading to increased access to opioids for vulnerable populations, which consequently cause accidental death among men and the degradation of rural community health services. As part of the literature review, we also analyzed the best practices for healthcare providers, including implementing prescription drug monitoring programs (PDMPs). However, we found that while PDMPs resulted in a decrease in opioid overprescription and an increase in provider confidence when prescribing medication, the evidence for their effectiveness in improving rural community health services or reducing opioid overdoses and opioid-related deaths was inconclusive. Our review highlights that the greatest challenge to overcome is a lack of legal mandates and proper education for healthcare providers on best practices for addressing the epidemic. To regulate and control opioids effectively, tracking and standardizing prescription models by federal agencies and medical institutions is necessary but not enough. Legal action is vital for the successful containment of the opioid crisis.

Indexed as

drug addictionopioid-related deathopioids useprescription drug monitoring programsubstance abuse

Identifiers

PMID37565101
PMCPMC10410480
OpenAlexW4383721191

What OpenQuestion 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 OpenQuestion graph.