Evidence map›Paper›PMID 35533885›Full record

ArticlePreventive medicine2022

Economic analysis of financial incentives for smoking cessation during pregnancy and postpartum.

Donald S Shepard, Eric P Slade, Tyler D Nighbor, Michael J DeSarno, Maria L Roemhildt, Rhonda K Williams, Stephen T Higgins

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Preventive medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02210832 (Financial Incentives for Smoking Cessation Among Disadvantaged Pregnant), which is not on this map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
1.8field-weighted citation impact, top 15% of its field
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.

NCT02210832 nacompletednot on this map

Financial Incentives for Smoking Cessation Among Disadvantaged Pregnant

TypeinterventionalSponsorUniversity of VermontRan2014 to 2020Enrolled257ConditionsCigarette SmokingArmsBest practices, financial incentives
3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 15 citations in OpenAlex.

  1. Financial Incentives for Substance Abstinence: A Systematic Review and Meta-analysis.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Pooled it
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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

7 authors at 2 institutions in 1 country.

Donald S ShepardVermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, USA; Heller School for Social Poilcy and Management, MS 035, Brandeis University, Waltham, MA 02454-9110 USA. Electronic address: shepard@brandeis.edu.
Eric P SladeVermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, USA; Johns Hopkins University School of Nursing, USA.
Tyler D NighborVermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, USA.
Michael J DeSarnoVermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, USA; Department of Medical Biostatistics, University of Vermont, USA.
Maria L RoemhildtVermont Department of Health, USA.
Rhonda K WilliamsVermont Department of Health, USA.
Stephen T HigginsVermont Center on Behavior and Health, Department of Psychiatry, University of Vermont, USA.
University of Vermont · USVermont Department of Health · US

Funding

Vermont Center on Behavior and HealthP20GM103644 · NIGMS · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI HIGGINS, STEPHEN T · 2013 to 2022
$21.3M
Financial Incentives for Smoking Cessation Among Disadvantaged Pregnant WomenR01HD075669 · NICHD · UNIVERSITY OF VERMONT & ST AGRIC COLLEGE · PI HIGGINS, STEPHEN T · 2013 to 2017
$3.6M
NICHD NIH HHS R01 HD075669NIGMS NIH HHS P20 GM103644
6 · The paper itself

Abstract

Higgins and colleagues' recently-completed randomized controlled trial and pooled data with 4 related trials of smoking cessation in pregnant women in Vermont (USA) showed that abstinence-contingent financial incentives (FI) increased abstinence over control conditions from early pregnancy through 24-weeks postpartum. Control conditions were best practices (BP) alone in the recent trial and payments provided independent of smoking status (noncontingently) in the others. This paper reports economic analyses of abstinence-contingent FI. Merging trial results with maternal and infant healthcare costs from all Vermont Medicaid deliveries in 2019, we computed incremental cost-effectiveness ratios (ICERs) for quality-adjusted life years (QALYs) and compared them to established thresholds. The healthcare sector cost (±standard error) of adding FI to BP averaged $634.76 ± $531.61 per participant. Based on this trial, the increased probability per BP + FI participant of smoking abstinence at 24-weeks postpartum was 3.17%, the cost per additional abstinent woman was $20,043, the incremental health gain was 0.0270 ± 0.0412 QALYs, the ICER was $23,511/QALY gained, and the probabilities that BP + FI was very cost-effective (ICER≤$65,910) and cost-effective (ICER≤$100,000) were 67.9% and 71.0%, respectively. Based on the pooled trials, the corresponding values were even more favorable-8.89%, $7138, 0.0758 ± 0.0178 QALYs, $8371/QALY, 98.6% and 99.3%, respectively. Each dollar invested in abstinence-contingent FI over control smoking-cessation programs yielded $4.20 in economic benefits in the recent trial and $11.90 in the pooled trials (very favorable benefit-cost ratios). Medicaid and commercial insurers may wish to consider covering financial incentives for smoking abstinence as a cost-effective service for pregnant beneficiaries who smoke. Trial Registration: ClinicalTrials.gov identifier: NCT02210832.

Indexed as

Smoking CessationCost-Benefit AnalysisFemaleHumansMotivationPostpartum PeriodPregnancyQuality-Adjusted Life YearsBenefit cost analysisBirth outcomesCigarette smokingContingency managementCost-effectivenessFinancial incentivesInfantPostpartumPregnancyQALYQuality-adjusted life yearSmoking cessationSudden unexplained infant deathTobacco

Identifiers

PMID35533885
PMCPMC11226006
OpenAlexW4229002150

What OpenQuestion holds

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Read underepoch 390

Registered trials

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.