Evidence map›Paper›PMID 41748958›Full record

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

Bridging the Digital Divide Without Leaving Anyone Behind: Hybrid Models for Cancer Education.

Xuemei Li, Zhi Liu, Shangge Lv, Jinbo Jiang

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

4 authors.

Xuemei LiAdvanced Medical Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
Zhi LiuDepartment of General Surgery, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China.
Shangge LvAdvanced Medical Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
Jinbo JiangDepartment of General Surgery, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China. rjzhdshcs@163.com.

Funding

Natural Science Foundation of Shandong Province ZR2019MH071
6 · The paper itself

Abstract

Patient education in oncology is increasingly treated as a care component that supports symptom self-management, treatment navigation, and family coping across the cancer trajectory. Recent evidence syntheses indicate that educational strategies remain heterogeneous, with variable implementation and evaluation, particularly in low- and middle-income settings where resource constraints shape feasibility and reach. Reviews of digital health and telehealth in cancer care suggest that technology-enabled education can extend access and reinforce guidance between encounters, although limitations related to sustainability, comparative effectiveness, and inclusion of vulnerable groups persist. eHealth literacy among cancer populations is variable and is associated with demographic and social factors, which implies that comprehension and usability cannot be assumed when education is delivered primarily through digital channels. Data from Medicare-enrolled cancer survivors further highlight that technology access and related digital divides can influence the availability and use of telehealth-linked resources. Education that is designed to be actionable, inclusive, and continuous also supports shared decision-making by improving the alignment between evidence, patient values, and real-world trade-offs that patients and families face during treatment.

Indexed as

Digital health and telehealtheHealth literacyHealth equityOncology patient educationShared decision-making

Identifiers

PMID41748958

What OpenQuestion holds

Textmetadata
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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.