Evidence map›Paper›PMID 39441328›Full record

ArticlePharmacoEconomics2025

Universal Health Coverage of Opioid Agonist Treatment in Norway: An Equity-Adjusted Economic Evaluation.

Prayash Chaudhary, Lars Thore Fadnes, Steinar Fosse, Fatemeh Chalabianloo, Kjell Arne Johansson

Abstract read
In one paragraph

Article in PharmacoEconomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Prayash ChaudharyNorwegian Research Center for Agonist Treatment of Substance Use Disorders (NORCATS) and Bergen Addiction Research (BAR), Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway. prayash.chaudhary@helse-bergen.no.ORCID http://orcid.org/0009-0006-5770-6698
Lars Thore FadnesNorwegian Research Center for Agonist Treatment of Substance Use Disorders (NORCATS) and Bergen Addiction Research (BAR), Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.
Steinar FosseNorwegian Research Center for Agonist Treatment of Substance Use Disorders (NORCATS) and Bergen Addiction Research (BAR), Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.
Fatemeh ChalabianlooNorwegian Research Center for Agonist Treatment of Substance Use Disorders (NORCATS) and Bergen Addiction Research (BAR), Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.
Kjell Arne JohanssonNorwegian Research Center for Agonist Treatment of Substance Use Disorders (NORCATS) and Bergen Addiction Research (BAR), Department of Addiction Medicine, Haukeland University Hospital, Bergen, Norway.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDetailed information on the efficiency of health services targeting opioid use disorder (OUD) and treatment with opioid agonist treatment (OAT) is sparse. Many countries, including Norway, are still falling short of universal health coverage (UHC) of OAT. This study aims to evaluate the incremental lifetime costs and effects of treating OUD with OAT as compared to no OAT in Norway and scaling up the treatment to a universal coverage level using equity-adjusted health economic evaluations.

methodsWe conducted cost-utility and budget impact analyses and constructed a two-state Markov model to compare the lifetime costs and outcomes among patients with OUD with and without OAT. Model inputs were derived from routine health information systems and the literature, with costs reported in 2023 Norwegian Kroner (NOK). The analyses were conducted from a Norwegian extended health-service and societal perspectives, with a lifetime time horizon. Quality-adjusted life years (QALYs) was the metric of health benefits. Outcomes were reported as incremental cost-effectiveness ratios (ICERs). The willingness-to-pay (WTP) threshold was equity-adjusted according to the future prognostic healthy life year loss method in Norway (severity of disease criterion), which is sensitive to the size of future undiscounted healthy life year loss due to the affected conditions. The WTP threshold is NOK 825,000 per QALY gained in Norwegian policy for conditions with undiscounted future QALY loss > 20. Uncertainty in the parameters and robustness of the results were assessed with one-way and probabilistic sensitivity analyses and scenario analyses.

findingsThe mean results from probabilistic sensitivity analysis estimated that OAT was associated with 3.03 additional discounted QALYs gain and incremental lifetime discounted cost of NOK 1.45 million, leading to an ICER of NOK 479,099 per QALY gained when compared with not providing OAT, with the extended health-service perspective. From a societal perspective, OAT was cost-saving, i.e. OAT produced greater health benefits while resulting in lower overall societal costs compared to no OAT. The mean undiscounted future health loss was estimated to be 21.34 QALYs for the Norwegian patient group with OUD. A total 5-year budget increase of NOK 1.208 billion was estimated if OAT was going to be scaled up from the current coverage level of 70% to UHC. Compared with the current coverage, 100% coverage of OAT was associated with an additional lifetime cost of NOK 4.332 billion but also an additional 6760 QALYs gained.

conclusionOur analysis suggests that OAT is cost-effective in Norway and has the potential to be cost-saving from a societal perspective. Therefore, Norwegian policy should consider scaling up treatment to extend the coverage of OAT.

Indexed as

Analgesics, OpioidOpiate Substitution TreatmentOpioid-Related DisordersUniversal Health InsuranceCost-Benefit AnalysisHumansMarkov ChainsModels, EconomicNorwayQuality-Adjusted Life YearsAnalgesics, Opioid

Identifiers

PMID39441328
PMCPMC11724781

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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.