Evidence map›Paper›PMID 37845722›Full record

ArticleGlobalization and health2023

Association of globalization with the burden of opioid use disorders 2019. A country-level analysis using targeted maximum likelihood estimation.

Guillaume Barbalat, Geeta Reddy, Nicolas Franck

Abstract read
In one paragraph

Article in Globalization and health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Informing evidence-based medicine for opioid use disorder using pharmacoeconomic studies.Expert review of pharmacoeconomics & outcomes research · 2024
    Review
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.

Guillaume BarbalatCentre ressource de réhabilitation psychosociale et de remédiation cognitive, Pôle Centre rive gauche UMR 5229, Hôpital Le Vinatier, CNRS & Université Lyon 1, Lyon, France. guillaumebarbalat@gmail.com.ORCID http://orcid.org/0000-0002-8212-8053
Geeta ReddyInternational Committee of the Red Cross (ICRC), 19, Avenue de la Paix, Geneva, 1202, Switzerland.
Nicolas FranckCentre ressource de réhabilitation psychosociale et de remédiation cognitive, Pôle Centre rive gauche UMR 5229, Hôpital Le Vinatier, CNRS & Université Lyon 1, Lyon, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe "opioid crisis" has been responsible for hundreds of thousands deaths in the US, and is at risk of dissemination worldwide. Within-country studies have demonstrated that the rise of opioid use disorders (OUD) is linked to increased access to opioid prescriptions and to so-called "diseases of despair". Both have been related to the emergence of globalization policies since the 1980s. First, globalized countries have seen a reorganization of healthcare practices towards quick and easy answers to complex needs, including increased opioid prescriptions. Second, despair has gained those suffering from the mutations of socio-economic systems and working conditions that have accompanied globalization policies (e.g. delocalization, deindustrialization, and the decline of social services). Here, using data with high quality ratings from the Global Burden of Disease database, we evaluated the country-based association between four levels of globalization and the burden of OUD 2019.

resultsThe sample included 87 countries. Taking into account potential country-level confounders, we found that countries with the highest level of globalization were associated with a 31% increase in the burden of OUD 2019 compared to those with the lowest level of globalization (mean log difference: 0.31; 95%CI, 0.04-0.57; p = 0.02). Additional analyses showed a significant effect for low back pain (mean log difference: 0.07; 95%CI, 0.02-0.12; p = 0.007). In contrast, despite sharing some of the risk factors of OUD, other mental and substance use disorders did not show any significant relationship with globalization. Finally, socio-cultural de jure globalization, which compiles indicators related to gender equality, human capital and civil rights, was specifically associated with the burden of OUD (mean log difference: 0.49; 95%CI: 0.23,0.75; p < 0.001).

conclusionsThese findings suggest that OUD may have inherent underpinnings linked to globalization, and more particularly socio-cultural aspects of globalization. Key factors may be increased rights to access prescriptions, as well as increased feelings of despair related to the erosion of local cultures and widening educational gaps.

Indexed as

Analgesics, OpioidOpioid-Related DisordersDelivery of Health CareHumansInternationalityLikelihood FunctionsAnalgesics, OpioidGlobal burden of DiseaseGlobalizationOpioid crisisOpioid epidemicsOpioid use disordersSocio-economic factors

Identifiers

PMID37845722
PMCPMC10577998

What Socratic holds

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LicenceCC BY
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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 Socratic graph.