Evidence map›Paper›PMID 39006097›Full record

ArticleTobacco prevention & cessation2024

Financial incentives to stop smoking: Potential financial consequences of different reward schedules.

Gintare Valentelyte, Aishling Sheridan, Paul Kavanagh, Frank Doyle, Jan Sorensen

Abstract read
In one paragraph

Article in Tobacco prevention & cessation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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 synthesis or guideline pooled it.

  1. Pooled it
  2. Socioeconomic Variation in Tobacco Smoking Among the Adult Population in Ireland.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    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.

Gintare ValentelyteConverge: Centre for Chronic disease and Population Health Research, School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
Aishling SheridanTobacco Free Ireland Programme, Health Services Executive (HSE), Ireland.
Paul KavanaghTobacco Free Ireland Programme, Health Services Executive (HSE), Ireland.
Frank DoyleDepartment of Health Psychology, School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland.
Jan SorensenHealthcare Outcome Research Centre, School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionFinancial incentives to stop smoking (FISS) programs have been implemented internationally to encourage people who smoke to quit smoking. However, such programs require that the financial reward structure and its resulting effects on smoking quit rates are considered. We analyzed a number of scenarios for FISS reward schedules for current smoking individuals in Ireland, with a view to identify the potential implications in terms of financial consequences and expected effects.

methodsUsing national QuitManager services data 2021-2023, we defined smoking quit rates for smokers currently using the national Health Services Executive stop smoking services in Ireland. Smoking quit rates at 4, 12 and 52 weeks were defined, and additionally defined by sex, age and education level. Using scenarios assuming different FISS reward sizes, structures and targeted population sub-groups, we estimated the number of additional quitters, budget impact, and incremental cost-effectiveness ratio.

resultsA FISS program, if implemented for a cohort of 3500 smokers can result in a budget impact ranging €250000 - €870000. The cost-effectiveness trade-off between different payment schedules and the expected effect size suggested that FISS are cost-effective even at a moderate effect size. A FISS program implemented to approximately 20000 smokers nationally would cost between €2.0 million and €4.8 million, subject to the chosen reward schedule. Across social groups, FISS is more cost-effective for females, individuals in the youngest age group, and individuals with a medium level of education.

conclusionsThis analysis highlights the importance of considering different FISS schedules and potential quit effects, when designing such programs. We highlight that FISS programs should be targeted at certain social groups to achieve highest long-term smoking cessation rates. We also identified important challenges that decision-makers face when designing the reward structure of FISS programs. The acceptability or otherwise of the FISS structures may differ among stakeholders and should be explored.

Indexed as

budget impactcost-effectivenessfinancial incentives to stop smokingFISSIrelandsmoking intervention

Identifiers

PMID39006097
PMCPMC11241474

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.