Evidence map›Paper›PMID 40896752›Full record

ArticleAsia-Pacific journal of oncology nursing2025

A latent profile analysis of financial toxicity and its association with anxiety and depression in patients with hematologic malignancies.

Guiyuan Ma, Nannan Long, Ping Mao, Yuanyuan Li, Fang Li, Chengyuan Li

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Article in Asia-Pacific journal of oncology nursing, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

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5citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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5 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Guiyuan MaNursing Department, The Third Xiangya Hospital, Central South University, Changsha, China.
Nannan LongNursing Department, The Third Xiangya Hospital, Central South University, Changsha, China.
Ping MaoNursing Department, The Third Xiangya Hospital, Central South University, Changsha, China.
Yuanyuan LiLymphoma Hematology Department, Hunan Cancer Hospital, Changsha, China.
Fang LiHematology Department, Hunan Provincial People's Hospital, Changsha, China.
Chengyuan LiNursing Department, The Third Xiangya Hospital, Central South University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To identify latent subgroups of financial toxicity among patients with hematologic malignancies, examine associated sociodemographic and clinical predictors, and explore the relationship between financial toxicity and anxiety-depression symptoms. Methods: A cross-sectional study was conducted among 486 patients with hematologic malignancies recruited through convenience sampling from provincial-level hospitals in Hunan Province, China. Participants completed the General Information Questionnaire, the Patient-Reported Outcome Financial Toxicity (PRO-FT) Scale, the Patient Health Questionnaire-4 (PHQ-4), and the Perceived Social Support Scale (PSSS). Latent profile analysis (LPA) was used to identify subgroups of financial toxicity. Multinomial logistic regression was employed to explore influencing factors, and Kruskal-Wallis tests were used to compare anxiety and depression levels across the identified subgroups. Results: Three distinct profiles of financial toxicity were identified: "No financial toxicity" (13.99%), "Mild financial toxicity" (38.68%), and "Moderate financial toxicity" (47.33%). Compared with the no-toxicity profile, predictors of being in the mild or moderate toxicity profiles included sex, marital status, occupation, residence, family monthly income, treatment stage, insurance, and social support. When the mild toxicity profile was used as the reference, progression to the moderate profile was further associated with residence, family monthly income, diagnosis, chronic disease, course of disease, insurance, and social support. Higher levels of financial toxicity were significantly associated with increased anxiety and depression scores. Conclusions: Financial toxicity among patients with hematologic malignancies is heterogeneous and closely linked to sociodemographic and clinical characteristics. Moreover, increased financial toxicity is associated with elevated psychological distress. Target interventions addressing financial strain and enhancing psychological support are essential to improve patient outcomes.

Indexed as

AnxietyDepressionFinancial toxicityHematological malignanciesLatent profile analysis

Identifiers

PMID40896752
PMCPMC12391807

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