Evidence map›Paper›PMID 41018524›Full record

ArticleTobacco use insights2025

Exploring Interrelationships Among Numeracy, Cancer Risk Perceptions, and Tobacco Product Use.

Destiny Diaz, Maansi Bansal-Travers, Brian V Fix, Kristopher Attwood, Christine E Sheffer, Andrew Hyland, Richard J O'Connor

Abstract read
In one paragraph

Article in Tobacco use insights, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

7 authors.

Destiny DiazRutgers Institute for Nicotine and Tobacco Studies, Rutgers University, New Brunswick, NJ, USA.ORCID https://orcid.org/0000-0002-4927-1552
Maansi Bansal-TraversDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Brian V FixDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Kristopher AttwoodDepartment of Clinical Research, American College of Radiology, Reston, VA, USA.
Christine E ShefferDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Andrew HylandDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Richard J O'ConnorDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.

Funding

Use and Impact of Quantitative Information in Tobacco Risk CommunicationsK00CA274655 · NCI · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI DIAZ, DESTINY · 2023 to 2025
$326k
Impact of Numeracy on Risk Perceptions of Tobacco-Related DiseasesF99CA274655 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI DIAZ, DESTINY · 2022 to 2023
$38k
NCI NIH HHS F99 CA274655NCI NIH HHS K00 CA274655
6 · The paper itself

Abstract

Objective: Modified risk tobacco products are emerging that potentially reduce risk or exposure to harmful chemicals compared to cigarettes. Strategies to communicate the risk of using these products can include using quantitative information. Numeracy, the ability to understand and work with numbers, can impact the how people consume and act upon this information. There is a paucity of information on how numeracy affects perceived risks of and tobacco product use. Methods: In 2023, participants 18 or older (N = 1072), were recruited from a commercial survey panel and completed an online questionnaire that assessed numeracy-related variables, tobacco use, and experiential, affective, and deliberative aspects of perceived cancer risk. Mediation and logistic regression models were conducted to examine the interrelationships between numeracy, risk perception, and tobacco use. Results: The relation between numeracy and tobacco use was mediated by experiential, affective, and deliberative aspects of cancer risk (eg, increasing preference in numbers when being told the chance of something happening was associated with lower deliberative and higher affective/experiential risk perceptions, which translated into lower (for deliberative) and higher (for experiential) likelihood of no past 30-day cigarette use (ab = 0.014, Conclusion: Results suggest that numeracy-related variables, and specifically individuals' preferences in how they obtain risk information, are associated with risk perception which in turn is associated with tobacco use. These findings provide evidence to inform the development of educational programs designed to incorporate different numeracy levels that target specific constructs of risk perceptions associated with tobacco use.

Indexed as

mediationmoderationnumeracyrisk perceptiontobacco

Identifiers

PMID41018524
PMCPMC12464390

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.