Evidence map›Paper›PMID 41854765›Full record

ArticleCancer causes & control : CCC2026

Rural-urban differences in cancer worry, beliefs, and attitudes towards research progress.

Ingrid Jacobson, Payton Markley, Jasmine Kamboj

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Article in Cancer causes & control : CCC, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Ingrid JacobsonRural Cancer Institute, Staples, MN, USA. ingrid@ruralcancer.org.ORCID http://orcid.org/0000-0003-0199-9082
Payton MarkleyRural Cancer Institute, Staples, MN, USA.
Jasmine KambojRural Cancer Institute, Staples, MN, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRural populations in the United States experience worse cancer outcomes than urban populations, yet less is known about whether rural-urban differences currently exist in cancer-related worries and beliefs. Prior research largely predates the COVID-19 pandemic, a period marked by healthcare disruption and declining trust in public health institutions.

methodsWe analyzed n = 9,301 U.S. adults (rural n = 1,234) participating in the Health Information National Trends Survey (HINTS) Round 5 Cycle 4 (2020) and Round 6 (2022). Multivariate regressions estimated associations between rurality and cancer-related worries, information overload, fatalistic beliefs, and perceptions of progress in cancer prevention and cure.

resultsRural residents differed significantly from urban respondents in sociodemographic characteristics but reported largely similar levels of cancer worry, information overload, and fatalistic beliefs. In unadjusted models, rural residents had higher odds of perceiving themselves as likely to develop cancer and lower odds of reporting hopeful views of and perceived progress in cancer research. After adjustment, differences in perceived cancer risk were attenuated; however, rural residents continued to report significantly lower odds of high hopeful views about cancer progress and lower perceived progress in cancer research.

conclusionsWhile most cancer-related worries and beliefs did not differ substantially between rural and urban adults, rural residents exhibited persistently lower optimism about cancer research progress, suggesting that rural-urban differences in cancer perceptions may reflect disparities in trust, visibility, or engagement with scientific advances. Targeted communication strategies emphasizing scientific progress may help address gaps in optimism among rural populations.

Indexed as

AnxietyHealth Knowledge, Attitudes, PracticeNeoplasmsRural PopulationUrban PopulationAdultAgedCOVID-19FemaleHumansMaleMiddle AgedSurveys and QuestionnairesUnited StatesYoung AdultBeliefsCancerFatalismResearchRuralWorry

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Registered trials

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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.