Evidence map›Paper›PMID 42694369›Full record

ArticleFrontiers in medicine2026

Exploring medication adherence and risk factors in elderly patients with hepatocellular carcinoma undergoing oral targeted therapy: a cross-sectional observational study.

Hong Feng, Zhixin Meng, Xian Li

Abstract read
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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

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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

3 authors.

Hong FengQilu Hospital of Shandong University, Jinan, China.
Zhixin MengQilu Hospital of Shandong University, Jinan, China.
Xian LiQilu Hospital of Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Oral targeted therapy is now integral to the management of older adults with hepatocellular carcinoma (HCC), yet suboptimal adherence persistently undermines its real-world effectiveness. Although the Health Belief Model (HBM) is widely applied to explain health behaviors, its integration with self-efficacy theory-particularly in the HCC context, where the volitional gap between belief and action frequently dictates clinical outcomes-remains inadequately characterized. Objectives: To elucidate factors associated with oral targeted therapy adherence in elderly HCC patients and to evaluate the explanatory utility of an integrated HBM-self-efficacy framework for medication-taking behavior. Methods: In this cross-sectional study, 653 older HCC patients on oral targeted agents were recruited via convenience sampling. Data were collected using demographic questionnaires, validated HBM and self-efficacy scales, and the Morisky Medication Adherence Scale (MMAS-8). Binary logistic regression and mediation analyses were performed. Results: The mean MMAS-8 score was 6.08 ± 1.37, with 29.10% of patients classified as having poor adherence. Independent risk factors included moderate-to-severe adverse reactions, high concern beliefs, and living alone, whereas high necessity beliefs and high self-efficacy emerged as protective factors. Notably, self-efficacy partially mediated the relationship between medication beliefs and adherence. Conclusion: The combined Health Belief Model and self-efficacy framework showed notable ability to explain inter-individual differences in medication adherence within this sample. Medication beliefs and self-efficacy correlated significantly with adherence, while self-efficacy carried a detectable partial indirect association between medication beliefs and adherence. Implications for oncology nursing practice: Adherence optimization extends beyond initial patient education. Nurses should implement periodic, structured assessments and tailored behavioral interventions-prioritizing the reinforcement of perceived necessity, mitigation of unwarranted concerns, and cultivation of self-efficacy to sustain long-term therapeutic compliance.

Indexed as

hepatocellular carcinomamedication adherencemedication beliefsrisk factorsself-efficacy

Identifiers

PMID42694369
PMCPMC13539135

What Socratic holds

Textmetadata
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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 Socratic graph.