Evidence map›Paper›PMID 38733650›Full record

ArticleThe International journal on drug policy2024

Simulated impact of medicaid expansion on the economic burden of opioid use disorder in North Carolina.

Carolina Barbosa, William N Dowd, Naomi Buell, Benjamin Allaire, Georgiy Bobashev

Abstract read
In one paragraph

Article in The International journal on drug policy, 2024. 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.

Carolina BarbosaHealth Economics Program, RTI International, Research Triangle Park, NC, USA. Electronic address: cbarbosa@rti.org.
William N DowdHealth Economics Program, RTI International, Research Triangle Park, NC, USA.
Naomi BuellHealth Economics Program, RTI International, Research Triangle Park, NC, USA.
Benjamin AllaireAdvanced Methods Development, RTI International, Research Triangle Park, NC, USA.
Georgiy BobashevCenter for Data Science, RTI International, Research Triangle Park, NC, USA.

Funding

Supplement for Cloud Computing: Opioid Policy ModelsR01DA047994 · NIDA · RESEARCH TRIANGLE INSTITUTE · PI BOBASHEV, GEORGIY · 2020 to 2024
$3.4M
NIDA NIH HHS R01 DA047994
6 · The paper itself

Abstract

backgroundOpioid use disorder (OUD) imposes significant costs on state and local governments. Medicaid expansion may lead to a reduction in the cost burden of OUD to the state.

methodsWe estimated the health care, criminal justice and child welfare costs, and tax revenue losses, attributable to OUD and borne by the state of North Carolina in 2022, and then estimated changes in the same domains following Medicaid expansion in North Carolina (adopted in December 2023). Analyses used existing literature on the national and state-level costs attributable to OUD to estimate individual-level health care, criminal justice, and child welfare system costs, and lost tax revenues. We combined Individual-level costs and prevalence estimates to estimate costs borne by the state before Medicaid expansion. Changes in costs after expansion were computed based on a) medication for opioid use disorder (MOUD) access for new enrollees and b) shifting of responsibility for some health care costs from the state to the federal government. Monte Carlo simulation accounted for the impact of parameter uncertainty. Dollar estimates are from the 2022 price year, and costs following the first year were discounted at 3 %.

resultsIn 2022, North Carolina incurred costs of $749 million (95 % credible interval [CI]: $305 M-$1,526 M) associated with OUD (53 % in health care, 36 % in criminal justice, 7 % in lost tax revenue, and 4 % in child welfare costs). Expanding Medicaid lowered the cost burden of OUD incurred by the state. The state was predicted to save an estimated $72 million per year (95 % CI: $6 M-$241 M) for the first two years and $30 million per year (95 % CI: -$28 M-$176 M) in subsequent years. Over five years, savings totaled $224 million (95 % CI: -$47 M-$949 M).

conclusionMedicaid expansion has the potential to decrease the burden of OUD in North Carolina, and policymakers should expedite its implementation.

Indexed as

Cost of IllnessHealth Care CostsMedicaidOpioid-Related DisordersAdultCriminal LawFemaleHumansMaleNorth CarolinaTaxesUnited StatesMedicaid expansionNorth CarolinaOpioid burdenOpioid use disorder

Identifiers

PMID38733650
PMCPMC11213665

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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.