Evidence map›Paper›PMID 42799984›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

Subjective Financial Strain and Fatalistic Beliefs about Cancer Among U.S. Adults: A Cross-Sectional Study.

Dukanwojo Beulah Suleman

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2026. 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

1 author.

Dukanwojo Beulah SulemanDepartment of Sociology, University of Nebraska-Lincoln, 736, Oldfather Hall, 660 N 12th St, NE, Lincoln, USA. bsuleman2@huskers.unl.edu.ORCID http://orcid.org/0000-0002-6747-8362

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer fatalism-beliefs that cancer is inevitable, unpreventable, and closely associated with death-has been identified as a barrier to cancer prevention and early detection behaviors. Although socioeconomic disparities in cancer fatalism are well documented, most studies have relied on objective indicators of socioeconomic status, potentially overlooking the role of perceived financial circumstances. This study examined the association between subjective financial strain and cancer fatalistic beliefs among U.S. adults. Data were obtained from the 2024 Health Information National Trends Survey (HINTS 7), a nationally representative survey of U.S. adults (n = 5,824). Subjective financial strain was measured using respondents' perceived ability to live on their present income. Cancer fatalism was assessed using three widely used items reflecting beliefs that everything causes cancer, that cancer prevention is not possible, and that thinking about cancer automatically evokes thoughts of death. Survey-weighted ordinal logistic regression models were estimated for each outcome. Models were first estimated unadjusted and subsequently adjusted for age, sex, race/ethnicity, educational attainment, annual household income, family history of cancer, personal history of cancer, and health insurance status. Average marginal effects and predicted probabilities were calculated to facilitate interpretation. Fatalistic cancer beliefs were common among U.S. adults. Greater subjective financial strain was consistently associated with stronger endorsement of fatalistic beliefs. In fully adjusted models, compared with respondents living comfortably, those reporting greater financial difficulty had significantly higher odds of agreeing that everything causes cancer (OR = 1.53-3.11), that there is not much that can be done to lower cancer risk (OR = 1.21-1.41), and that thinking about cancer automatically evokes thoughts of death (OR = 1.54-2.43). Predicted probabilities showed a graded association, with stronger fatalistic beliefs observed among respondents reporting greater financial difficulty. Associations were most pronounced for beliefs concerning cancer ubiquity and cancer-related mortality. Subjective financial strain was independently associated with stronger cancer fatalistic beliefs among U.S. adults after accounting for objective socioeconomic status and other sociodemographic and health-related characteristics. These findings suggest that perceived financial circumstances may represent an important socioeconomic correlate of cancer fatalism and highlight the need for longitudinal research to clarify the temporal relationship between financial strain and cancer fatalistic beliefs.

Indexed as

Cancer fatalismHealth beliefsHealth Information National Trends Survey (HINTS)Socioeconomic statusStructural determinantsSubjective financial strain

Identifiers

What OpenQuestion holds

Textmetadata
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.