Evidence map›Paper›PMID 40514665›Full record

ArticleSubstance abuse treatment, prevention, and policy2025

Tobacco treatment billing and tobacco use disorder diagnosis in healthcare settings in the United States: an analysis of South Carolina medicaid claims.

Kinsey Pebley, Joni D Nelson, Julie L Marshall, Alana M Rojewski

Abstract read
In one paragraph

Article in Substance abuse treatment, prevention, and policy, 2025. 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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0citing papers 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

4 authors.

Kinsey PebleyDepartment of Public Health Sciences, Medical University of South Carolina, 135 Cannon St, Charleston, SC, 29425, USA. pebley@musc.edu.
Joni D NelsonHollings Cancer Center, Medical University of South Carolina, 86 Jonathan Lucas St, Charleston, SC, 29425, USA.
Julie L MarshallDepartment of Community Health and Biomedical Sciences, Division of Population Oral Health, Medical University of South Carolina, 173 Ashley Ave, Charleston, SC, 29425, USA.
Alana M RojewskiDepartment of Public Health Sciences, Medical University of South Carolina, 135 Cannon St, Charleston, SC, 29425, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTobacco use, particularly smoking, remains the leading cause of preventable death in the United States. While Medicaid in all states provides some coverage of tobacco cessation treatments, rates of tobacco use remain much higher among Medicaid beneficiaries (30.0%) compared to those with private insurance (18.0%). The extent to which Medicaid beneficiaries receive cessation counseling services remains unclear. The current study assessed tobacco counseling occurrence among individuals who use tobacco among South Carolina Medicaid fee-for-service beneficiaries from 2019 to 2022.

methodsIndividuals with a tobacco use disorder diagnosis were identified (N = 49,401) and the differences in the number of patients counseled between demographic groups and the types of providers delivering counseling were assessed. Between-group differences in receiving counseling were assessed using Chi-squared tests.

resultsFewer Black (χ2 = 34.54, 23.51, 8.54, 12.02, p < 0.5) and younger (χ2 = 81.43, 117.45, 83.25, 78.98, p < 0.0001) beneficiaries received counseling across all four years compared to their White and older counterparts, respectively. Additionally, fewer individuals in rural areas (χ2 = 12.44, 4.05, 5.07, p < 0.05) received counseling compared to those in urban areas in years 2019-2021. There were additional sex and regional differences in some years.

conclusionsTo improve cessation rates, focusing on increasing availability of cessation counseling services to Medicaid beneficiaries is critical.

Indexed as

CounselingMedicaidTobacco Use DisorderAdolescentAdultAgedFee-for-Service PlansFemaleHumansMaleMiddle AgedSouth CarolinaUnited StatesYoung AdultMedicaidMedicareSmokingSmoking cessation

Identifiers

PMID40514665
PMCPMC12166580

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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.