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

Латентно-профильный анализ финансовой токсичности и ее связи с тревогой и депрессией у пациентов с гематологическими злокачественными новообразованиями
Guangzhi Ma, Nannan Long, Ping Mao, Yuanyuan Li, Fang Li, C. Salazar Li
2025-07-22

anxiety and depressionfinancial toxicityhematologic malignancieslatent profile analysispsychological distress
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.
1
Financial toxicity is heterogeneous and closely connected to sociodemographic, clinical, and psychosocial characteristics, supporting targeted interventions for financial strain.
2
Greater financial toxicity was significantly associated with higher anxiety and depression scores among patients with hematologic malignancies.
3
Latent profile analysis identified three financial-toxicity subgroups: no toxicity (13.99%), mild toxicity (38.68%), and moderate toxicity (47.33%).
4
Progression from mild to moderate financial toxicity was associated with residence, family income, diagnosis, chronic disease, disease duration, insurance, and social support.
5
Sex, marital status, occupation, residence, family monthly income, treatment stage, insurance, and social support predicted membership in mild or moderate toxicity profiles.

Patients with hematologic malignancies experiencing financial toxicity

Heterogeneous financial-toxicity profiles and their sociodemographic and clinical predictors and associations with anxiety and depression

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2025-07-22
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Guangzhi Ma
Nannan Long
Ping Mao
Yuanyuan Li
Fang Li
C. Salazar Li
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