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Latent profile analysis of health empowerment in elderly patients with ischemic stroke

Published on Mar. 02, 2026Total Views: 27 times Total Downloads: 7 times Download Mobile

Author: WANG Jingxue 1 LIU Yamei 1 BIAN Xiaoxiao 1 LIANG Zehua 1 XUE Wenhan 1 WANG Chen 1 WANG Hao 2 ZHANG Yanju 3 LI Xianghua 3

Affiliation: 1. School of Nursing, Chengde Medical University, Chengde 067000, Hebei Province, China 2. Department of Intensive Care Medicine, Cangzhou People's Hospital, Cangzhou 061000, Hebei Province, China 3. Department of Nursing, Cangzhou People's Hospital, Cangzhou 061000, Hebei Province, China

Keywords: Ischemic stroke Elderly patients Health empowerment Latent profile analysis

DOI: 10.12173/j.issn.1004-4337.202508023

Reference: Wang JX, Liu YM, Bian XX, Liang ZH, Xue WH, Wang C, Wang H, Zhang YJ, Li XH. Latent profile analysis of health empowerment in elderly patients with ischemic stroke[J]. Journal of Mathematical Medicine, 2026, 39(2): 132-140. DOI: 10.12173/j.issn.1004-4337.202508023[Article in Chinese]

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Abstract

Objective  To explore the latent profile classification of health empowerment in elderly patients with ischemic stroke and to analyze the influencing factors of different profiles.

Methods  Elderly patients with ischemic stroke admitted to the department of neurology of a Grade-A tertiary hospital in Cangzhou City, Hebei Province, from January to June 2025 were selected as the research subjects by using the convenience sampling method. A questionnaire survey was conducted among the research subjects using the general information questionnaire, Barthel Index Scale, Health Empowerment Scale for Elderly Patients with Chronic Disease, Health Literacy Management Scale and Family APGAR Index Scale.

Results  A total of 265 patients were included. Three latent profiles of health empowerment were identified: the low health empowerment-high growth knowledge group (20.75%), the medium health empowerment-high self-reconstruction group (49.06%), and the high health empowerment-high access to support group (30.19%). Age, place of residence, primary caregiver, activities of daily living, health literacy scores and family care degree scores were the influencing factors of the latent profile of health empowerment in elderly patients with ischemic stroke (P<0.05).

Conclusion  There was heterogeneity in the health empowerment of elderly patients with ischemic stroke, which was influenced by multiple factors. Medical staff should promptly determine the category of patients' health empowerment and the influencing factors, so as to carry out precise intervention, effectively improve patients' health empowerment level and enhance their health management efficiency.

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References

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