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Latent classes and influencing factors of community nursing needs in elderly patients with type 2 diabetes in Chengdu
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Meng-yao ZHENG1, Dong-mei WU2, Xin LIU1, Hui DU1, Chang-jiu HE3
Modern Preventive Medicine | 2026, 53(7) : 1311 - 1317
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Modern Preventive Medicine | 2026, 53(7): 1311-1317
• Health and Social Behavior •
Latent classes and influencing factors of community nursing needs in elderly patients with type 2 diabetes in Chengdu
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Meng-yao ZHENG1, Dong-mei WU2, Xin LIU1, Hui DU1, Chang-jiu HE3
Affiliations
  • School of Nursing, Chengdu Medical College, Chengdu, Sichuan 610500, China
Published: 2026-04-10 doi: 10.20043/j.cnki.MPM.202510175
Outline
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Objective

To explore the latent classes and influencing factors of community nursing needs in elderly patients with type 2 diabetes mellitus (T2DM) in Chengdu, providing a reference for optimizing community diabetes care.

Methods

In 406 community-dwelling elderly patients with T2DM sampled by stratified convenience sampling, we administered general information questionnaire, community nursing needs scale, health literacy questionnaire and self-care ability scale. Latent class analysis identified need subtypes, and multinomial logistic regression identified their influencing factors.

Results

Community nursing needs were moderate overall, categorized into three latent classes: low-level needs (52.2%), high multidimensional needs (37.7%), and high health promotion-low disease management and psychosocial support needs (10.1%). Age, monthly household income, complications, comorbidities, exercise, health literacy, and self-care ability were influencing factors for different subtypes (all P<0.05).

Conclusion

Three latent classes exist for community nursing needs in elderly T2DM patients, influenced by multiple factors. Community nursing services should implement targeted interventions based on need classification, rationally allocate elderly nursing resources, and improve the quality of diabetes management and patient satisfaction.

Elderly  /  Type 2 diabetes  /  Community nursing  /  Needs  /  Latent class analysis
郑梦瑶, 吴冬梅, 刘鑫, 杜荟, 何昌九. 成都市老年2型糖尿病患者社区护理需求的潜在类别及影响因素分析. 现代预防医学, 2026 , 53 (7) : 1311 -1317 . DOI: 10.20043/j.cnki.MPM.202510175
Meng-yao ZHENG, Dong-mei WU, Xin LIU, Hui DU, Chang-jiu HE. Latent classes and influencing factors of community nursing needs in elderly patients with type 2 diabetes in Chengdu[J]. Modern Preventive Medicine, 2026 , 53 (7) : 1311 -1317 . DOI: 10.20043/j.cnki.MPM.202510175
Year 2026 volume 53 Issue 7
27
14
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doi: 10.20043/j.cnki.MPM.202510175
  • Receive Date:2025-10-13
  • Online Date:2026-11-02
  • Published:2026-04-10
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  • Received:2025-10-13
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    School of Nursing, Chengdu Medical College, Chengdu, Sichuan 610500, China
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表12种不同金属材料的力学参数
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Family
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Number of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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