Evidence map›Paper›PMID 41999448›Full record

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

Oncology Education in Undergraduate Medical Students: A Cross-Sectional Comparison of Expectations and Perceptions Between First- and Sixth-Year Cohorts.

Lincoln Lopes Ferreira, Ariel E Hirsch, Pedro Lucas Alvarez Rodrigues, Maria Eduarda Santos Miranda, Ana Paula Drummond-Lage

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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.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Lincoln Lopes FerreiraFaculdade de Ciências Médicas de Minas Gerais, Post-Graduation Department, Belo Horizonte, Brazil.
Ariel E HirschBoston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Pedro Lucas Alvarez RodriguesFaculdade de Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, MG, Belo Horizonte, 30130110, Brazil.
Maria Eduarda Santos MirandaFaculdade de Ciências Médicas de Minas Gerais, School of Medicine, Alameda Ezequiel Dias 275, MG, Belo Horizonte, 30130110, Brazil.
Ana Paula Drummond-LageFaculdade de Ciências Médicas de Minas Gerais, Post-Graduation Department, Belo Horizonte, Brazil. apdrummond@gmail.com.ORCID http://orcid.org/0000-0003-0289-8953

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer is projected to become the leading cause of death in Brazil within the next decade. Despite this growing burden, oncology education remains inconsistently structured in undergraduate medical curricula, potentially limiting physicians’ preparedness for cancer care. To compare expectations and perceptions of oncology education between independent cohorts of first- and sixth-year medical students and to assess whether academic stage is independently associated with perceived preparedness and interest in oncology careers. A cross-sectional study was conducted using structured questionnaires administered to first-year (n = 152) and sixth-year medical students (n = 100) at a Brazilian institution. Multivariable logistic regression models were used to estimate adjusted odds ratios (ORs) with 95% confidence intervals (CIs), controlling for sex and family history of cancer. Sensitivity analyses were performed using ordinal regression, including all response categories. First-year students reported higher expected preparedness for oncology training, whereas sixth-year students reported lower self-perceived preparedness based on their educational experiences (80.9% vs. 68.0%; p < 0.001). Interest in oncology careers was also higher among first-year students (24.3% vs. 11.0%; p = 0.008). In adjusted analyses, academic stage remained independently associated with perceived preparedness (OR 3.83, 95% CI 1.51–9.73; p = 0.005) and career interest (OR 2.54, 95% CI 1.21–5.34; p = 0.014). First-year students were also more likely to rate key treatment modalities, including chemotherapy, radiotherapy, and immunotherapy, as essential components of undergraduate training. Sensitivity analyses yielded consistent results. Differences between cohorts were observed in expected and self-perceived preparedness, as well as in the perceived importance of oncology-related domains. These findings should be interpreted as reflecting differences in expectations and perceptions rather than changes over time or training.

Indexed as

Curriculum developmentMedical educationMedical studentsOncology education

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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.