Evidence map›Paper›PMID 42909196›Full record

ArticleCureus2026

Condition-Linked Opioid Prescribed-Medicine Events and Subsequent Emergency Department Use Among Adults With Surgical or Procedural Events: A Longitudinal Medical Expenditure Panel Survey Study.

Dhruv Patel, Akshita Wadhwa, Karina V Eolyan, Areesh Lalani, Azim Lalani

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Dhruv PatelOsteopathic Medicine, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA.
Akshita WadhwaOsteopathic Medicine, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA.
Karina V EolyanOsteopathic Medicine, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA.
Areesh LalaniOsteopathic Medicine, Nova Southeastern University Dr. Kiran C. Patel College of Osteopathic Medicine, Clearwater, USA.
Azim LalaniFamily Medicine, Southwest Florida Medicine, Bradenton, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background We examined whether an observed opioid prescribed-medicine event linked to the same condition as a surgical/procedural event in year 1 was associated with all-cause emergency department (ED) use in year 2 and whether this association differed by poverty status. These medication events represent medicines reported as purchased or otherwise obtained; the linkage does not establish postoperative timing. Materials and methods We pooled four two-year Medical Expenditure Panel Survey (MEPS) panels: 2017-2018, 2018-2019, 2020-2021, and 2021-2022. Adults were eligible when a year-1 surgical/procedural event was linked to a condition record. The exposure was one or more observed year-1 opioid prescribed-medicine events linked to that same condition, compared to none. The primary outcome was the year-2 annual all-cause ED visit count, and the secondary outcome was any year-2 ED use. Survey-weighted quasi-Poisson and logistic models were adjusted for demographic characteristics, poverty, insurance, year-1 utilization, health status, surgical settings, surgical-event burden, and panel. Adjusted outcomes were standardized over the analytic population. A prespecified interaction compared people below with at or above 200% of the federal poverty level (FPL). Results Among 4,468 eligible adults, 4,454 (99.7%) were complete cases, and 816 of 4,454 (18.3%) had an observed condition-linked opioid prescribed-medicine event. Adjusted mean annual ED visits were 0.336 (95% confidence interval {CI}: 0.275-0.412) with and 0.345 (95% CI: 0.311-0.382) without a linked opioid prescribed-medicine event. The adjusted mean ratio was 0.975 (95% CI, 0.784-1.211; p=0.8165), and the mean difference was -0.009 visits (95% CI, -0.082 to 0.065; p=0.8150). Any year-2 ED use occurred in 194 of 816 exposed participants (survey-weighted, 22.5%; 95% CI, 18.9%-26.1%) and 845 of 3,638 comparators (survey-weighted, 21.5%; 95% CI, 19.7%-23.3%). The exposure-by-poverty interaction did not provide evidence of heterogeneity (ratio of ratios, 1.112; 95% CI, 0.751-1.649; F=0.284; p=0.5943). The adjusted risk difference for any ED use was -1.9 percentage points (95% CI, -5.7 to 1.8; p=0.3073). Conclusions No clear adjusted association was detected between an observed year-1 condition-linked opioid prescribed-medicine event and year-2 annual all-cause ED use. The estimates were imprecise and do not establish equivalence, the absence of an association, or socioeconomic equity. The exposure cannot be classified as postoperative because the procedure-medication sequence was not established.

Indexed as

effect modificationemergency department uselongitudinal surveyopioid prescriptionspovertysurgery-associated conditions

Identifiers

PMID42909196
PMCPMC13683817

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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.