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Latent profile analysis of health-promoting behavior in patients with colorectal cancer and its influencing factors
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Panpan YAN1, 2, Min XIA1, 3, Pei LI1, 3, Yang LIU1, 2, Ruimei SONG1, Mengxian ZHU1, Qian WU1
Chinese Nursing Research | 2026, 40(15) : 2637 - 2645
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Chinese Nursing Research | 2026, 40(15): 2637-2645
• Original Articles •
Latent profile analysis of health-promoting behavior in patients with colorectal cancer and its influencing factors
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Panpan YAN1, 2, Min XIA1, 3, Pei LI1, 3, Yang LIU1, 2, Ruimei SONG1, Mengxian ZHU1, Qian WU1
Affiliations
  • 1Department of Nursing, Shanghai Tenth People's Hospital, Shanghai 200072 China
  • 2Henan University
  • 3Tongji University
Published: 2026-08-10 doi: 10.12102/j.issn.1009-6493.2026.15.008
Outline
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Objective

To explore the potential categories of health-promoting behaviors in patients with colorectal cancer and their influencing factors,with a particular focus on the role of social support,so as to provide a basis for developing personalized health intervention strategies.

Methods

A total of 300 patients with colorectal cancer were recruited from the gastrointestinal surgery department of a tertiary hospital in Shanghai city between October 2024 and May 2025 by using a convenience sampling method.Data were collected by using a General Information Questionnaire,the Health-Promoting Lifestyle Profile Ⅱ(HPLP-Ⅱ),and the Social Support Rating Scale(SSRS).Latent profile analysis(LPA) was employed to identify potential categories of health-promoting behaviors,and univariate analysis along with Logistic regression were conducted to examine influencing factors.

Results

Latent profile analysis revealed three distinct categories of health-promoting behaviors:the low-level-low self-actualization group(31.3%),the moderate-level-low exercise group(31.7%),and the high-level-high health responsibility group(37.0%).Logistic regression analysis indicated that educational level,administrative level of residence,number of children providing practical support,frequency of alcohol consumption,frequency of smoking,and social support were significant factors influencing the latent categories of health-promoting behaviors in colorectal cancer patients(P<0.05).

Conclusions

Health-promoting behaviors among colorectal cancer patients exhibit significant heterogeneity.It is recommended to implement stratified interventions tailored to different behavioral profiles,and to optimize healthcare policies to improve accessibility to rehabilitation services,thereby to enhance patients' health behaviors and quality of life.

colorectal cancer  /  health-promoting behaviors  /  latent profile analysis,LPA  /  social support  /  influencing factors  /  investigation
闫盼盼, 夏敏, 李沛, 刘洋, 宋瑞梅, 朱梦娴, 吴茜. 结直肠癌病人健康促进行为的潜在类别及其影响因素. 护理研究, 2026 , 40 (15) : 2637 -2645 . DOI: 10.12102/j.issn.1009-6493.2026.15.008
Panpan YAN, Min XIA, Pei LI, Yang LIU, Ruimei SONG, Mengxian ZHU, Qian WU. Latent profile analysis of health-promoting behavior in patients with colorectal cancer and its influencing factors[J]. Chinese Nursing Research, 2026 , 40 (15) : 2637 -2645 . DOI: 10.12102/j.issn.1009-6493.2026.15.008
Year 2026 volume 40 Issue 15
53
22
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.15.008
  • Receive Date:2025-07-01
  • Online Date:2026-10-30
  • Published:2026-08-10
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History
  • Received:2025-07-01
  • Revised:2026-05-08
Affiliations
    1Department of Nursing, Shanghai Tenth People's Hospital, Shanghai 200072 China
    2Henan University
    3Tongji University
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表12种不同金属材料的力学参数
科
Family
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Number of
genus
种数
Number of
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Percentage of
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Genus
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Number of
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Percentage of total
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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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