Evidence map›Paper›PMID 39356103›Full record

ArticleDeutsches Arzteblatt international2024

The Incidence and Risk Factors of Persis tent Opioid Use After Surgery—A Retrospective Secondary Data Analysis.

Johannes Dreiling, Norman Rose, Christin Arnold, Philipp Baumbach, Carolin Fleischmann-Struzek, Christine Kubulus, Marcus Komann, Ursula Marschall, Heike Lydia Rittner, Thomas Volk and 2 more

Abstract read
In one paragraph

Article in Deutsches Arzteblatt international, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. The Complexity of Perioperative Opioid Therapy.Deutsches Arzteblatt international · 2025
    Article
  4. In Reply.Deutsches Arzteblatt international · 2025
    Article
  5. Observational
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

12 authors.

Johannes DreilingDepartment of Anesthesiology and Intensive Care Medicine, Friedrich Schiller University Jena, University Hospital, Friedrich Schiller University Jena; Institute of Infectious Diseases and Infection Control, Jena University Hospital Friedrich Schiller University Jena; Department of Anesthesiology, Intensive Care Medicine, and Pain Therapy, Saarland University Hospital and Faculty of Medicine, Saarland University, Homburg; BARMER Institute for Health Care System Research (bifg), Berlin; Department of Anesthesiology, Intensive Care Medicine, Emergency Medicine, and Pain Therapy, University Hospital Würzburg, Center for Interdisciplinary Pain Therapy, Würzburg.
Norman Rose
Christin Arnold
Philipp Baumbach
Carolin Fleischmann-Struzek
Christine Kubulus
Marcus Komann
Ursula Marschall
Heike Lydia Rittner
Thomas Volk
Winfried Meißner
Daniel Schwarzkopf

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe risk of persistent postoperative opioid use (PPOU) and its association with the type of surgery are still unclear in Germany.

methodsWe conducted a nationwide retrospective cohort study on the basis of claims data from BARMER, a statutory health insurance carrier in Germany. Opioid-naive adults who did not have cancer and who underwent inpatient surgery in 2018 were included in the study. The operations were divided into 103 categories. PPOU was defined as the prescribing of opioids between post - operative days 1 and 90 and also between postoperative days 91 and 180 after hospital discharge. Patient-associated risk factors in the 12 months before surgery were investigated.

results203 327 patients were included. 1.4% had PPOU (95% confidence interval [1.4; 1.5]). There were major differences between operation groups: major amputations and orthopedic procedures carried the greatest risk for the development of PPOU. The type of surgery had a larger effect on the risk of PPOU than preexisting risk factors (explained variance 22.3% vs. 14.3%). Among such factors, alcohol abuse and preexisting treatment with antidepressant drugs were associated with the highest risk for PPOU (odds ratios [OR] 1.515 [1.277; 1.797] and 2.131 [1.943; 2.336]).

conclusionThe incidence of PPOU in Germany is low (1.4%). The type of surgery plays an important role in its development.

Indexed as

Analgesics, OpioidOpioid-Related DisordersPostoperative PainAdultAgedFemaleGermanyHumansIncidenceMaleMiddle AgedRetrospective StudiesRisk FactorsSecondary Data AnalysisAnalgesics, Opioid

Identifiers

PMID39356103
PMCPMC12036114

What OpenQuestion holds

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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.