Evidence map›Paper›PMID 42780208›Full record

ArticleFrontiers in medicine2026

Integrating positive psychology into undergraduate oncology education: development and evaluation of the 4C-HOPE teaching model.

Minling Liu, Chengrui Zhong, Tingwei Li, Huiru Dai, Jiancheng Wang, Shuo Fang

Abstract read
In one paragraph

Article in Frontiers in medicine, 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

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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Minling Liu *Department of Oncology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Chengrui Zhong *Department of Hepatobiliary and Pancreatic Surgery, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Tingwei Li *Department of Oncology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Huiru DaiDepartment of Oncology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Jiancheng WangScientific Research Center, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Shuo FangDepartment of Oncology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Oncology education often focuses on disease burden and mortality, which may reduce students' learning interest and reinforce negative perceptions of cancer. Although positive psychology has shown educational benefits in promoting motivation, resilience, and professional development, its integration into oncology education remains insufficiently explored. Objective: To evaluate the effectiveness of a positive psychology-integrated oncology teaching model (4C-HOPE) in undergraduate medical education. Methods: Sixty-eight undergraduate medical students at Sun Yat-sen University participated in the 4C-HOPE teaching intervention during the hepatocellular carcinoma (HCC) chapter of their oncology course. Knowledge tests and questionnaires were administered before and after the intervention to assess educational outcomes. Student satisfaction and subsequent clinical clerkship performance were also evaluated. Results: Knowledge test scores improved significantly, with the median score increasing from 60 to 100 ( Conclusions: The 4C-HOPE teaching model significantly improved knowledge acquisition and learning interest among undergraduate medical students, with favorable trends in holistic care awareness and communication willingness. The sustained benefits observed in clerkship performance further support its pedagogical value. This model offers a feasible framework for fostering both academic learning and professional development in oncology education.

Indexed as

4C-HOPE teaching modelhepatocellular carcinomamedical educationoncology educationpositive psychology

Identifiers

PMID42780208
PMCPMC13597455

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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.