Evidence map›Paper›PMID 39894898›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2025

Demographic Disparities and Factors Influencing Cancer Treatment Decision-Making.

Safa Elkefi, Avishek Choudhury

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In one paragraph

Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2025. 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

2 authors.

Safa ElkefiSchool of Nursing, Columbia University, New York, NY, USA. Se2649@cumc.columbia.edu.ORCID 0000-0002-4293-0404
Avishek ChoudhuryDepartment of Industrial and Management Systems Engineering, West Virginia University, Morgantown, WV, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aims to explore disparities in cancer treatment decision-making and the factors associated with the decision to pursue treatment. We used Behavioral Risk Factor Surveillance System (BRFSS) data collected between 2017 and 2022. We employed the PRECEDE-PROCEED model to guide our analysis of factors associated with treatment decisions. Descriptive statistics and multivariable logistic regression analysis were conducted to assess the association between treatment decision-making and the predisposing, enabling, and reinforcing factors (following the PRECEDE-PROCEED model). All analyses were weighted and adjusted for the demographic characteristics of the participants. Our sample included N = 19,388 cancer patients, 20.98% of whom refused treatment. American Indians, younger adults, and breast cancer patients were more likely to decide to go for treatment. Patients who had private insurance (OR = 1.25, P = .037) and those who did not have problems affording care (OR = 1.22, P = .02) were more likely to decide to get treatment. The more patients had regular doctors, the more they decided to continue to pursue treatment for cancer (Only one doctor: OR = 1.20, P = .042; More than one: OR = 1.28, P = .007). Finally, the more days patients experienced a bad health situation, the more they decided to have cancer treatment (for 14 + days with bad health: OR = 1.20, P < .001). The results suggest the need for enhanced patient education to improve cancer treatment adherence and informed decision-making. It highlights the importance of culturally tailored educational programs, age-related concerns, addressing financial barriers, and emphasizing the importance of regular healthcare visits for cancer patients.

Indexed as

Decision MakingHealthcare DisparitiesNeoplasmsAdultAgedBehavioral Risk Factor Surveillance SystemFemaleHumansMaleMiddle AgedSocioeconomic FactorsYoung AdultCancerDecision-makingDisparitiesTreatment

Identifiers

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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.