Evidence map›Paper›PMID 41777295›Full record

ArticlePatient preference and adherence2026

The Developmental Trajectory of Learned Helplessness in Breast Cancer Chemotherapy Patients: A Longitudinal Study Based on Latent Growth Models.

Xiaoxiao Li, Zhongqiang Guo, Yanyan Jiao, Yifan Lu, Shuming Ding, Xiaohuan Li, Rui Yang, Chaoran Chen

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Article in Patient preference and adherence, 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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5 · Who and what money

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8 authors.

Xiaoxiao Li *School of Medicine, Zhengzhou University of Industrial Technology, Zhengzhou, Henan, People's Republic of China.
Zhongqiang Guo *School of Nursing and Health, Henan University, Kaifeng, Henan, People's Republic of China.ORCID 0009-0002-4556-6692
Yanyan Jiao *Department of Breast Surgery, the Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, People's Republic of China.
Yifan LuSchool of Nursing and Health, Henan University, Kaifeng, Henan, People's Republic of China.
Shuming DingSchool of Medicine, Zhengzhou University of Industrial Technology, Zhengzhou, Henan, People's Republic of China.
Xiaohuan LiSchool of Medicine, Zhengzhou University of Industrial Technology, Zhengzhou, Henan, People's Republic of China.
Rui YangSchool of Medicine, Zhengzhou University of Industrial Technology, Zhengzhou, Henan, People's Republic of China.
Chaoran ChenSchool of Nursing and Health, Henan University, Kaifeng, Henan, People's Republic of China.ORCID 0000-0002-6237-2999

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to examine the trajectory of learned helplessness in breast cancer chemotherapy patients using latent growth curve models. It also analyzed how chemotherapy regimen, age, education, and social support influence changes in helplessness. Methods: From October 2024 to June 2025, a total of 206 breast cancer patients undergoing chemotherapy at two tertiary hospitals in Henan Province, China, were enrolled as study participants using the convenience sampling method. Participants were assessed at four time points: prior to chemotherapy and after the 2nd, 4th, and 6th cycles, using the Learned Helplessness Scale and the Social Support Rating Scale. Latent growth models were employed for analysis. Results: Learned helplessness increased linearly among patients, with individuals starting at lower levels showing faster growth. Significant individual differences were found in both baseline levels and rates of change. Patients receiving anthracycline-based chemotherapy showed a faster rate of helplessness increase compared to those on non-anthracycline regimens, although there was no significant difference in their initial levels. Younger patients had higher initial helplessness levels than older patients, but age did not affect the rate of change. Lower educational levels were associated with higher initial helplessness, but education did not influence the rate of change. Higher social support significantly reduced helplessness. Conclusion: Learned helplessness in breast cancer chemotherapy patients increases linearly with notable individual differences. These findings suggest that healthcare providers should develop targeted interventions based on patients' trajectories and influencing factors to reduce helplessness.

Indexed as

breast cancerlatent growth modellearned helplessnesstrajectory

Identifiers

PMID41777295
PMCPMC12950438

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