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Latent profile analysis of person-environment fit creativity of clinical healthcare workers and its influencing factors
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Ling NI1, Fang LI2, 3, Huan HE1, Ying LI1, Li REN1, Lijun LI1, Hui LI1, Xiang LI1, 2, 3
Chinese Nursing Research | 2026, 40(5) : 763 - 769
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Chinese Nursing Research | 2026, 40(5): 763-769
• Original Articles •
Latent profile analysis of person-environment fit creativity of clinical healthcare workers and its influencing factors
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Ling NI1, Fang LI2, 3, Huan HE1, Ying LI1, Li REN1, Lijun LI1, Hui LI1, Xiang LI1, 2, 3
Affiliations
  • 1Yueyang Central Hospital, Hunan 414000 China
  • 2Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)
  • 3Hunan Normal University
Published: 2026-03-10 doi: 10.12102/j.issn.1009-6493.2026.05.008
Outline
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Objective

To explore the latent profiles of person-environment fit creativity among healthcare workers and to analyze the characteristic differences and influencing factors across these profiles.

Methods

A total of 492 healthcare workers from four tertiary grade A general hospitals in Hunan province were surveyed from November 2024 to January 2025 using general information questionnaires,the Person-Environment Fit Creativity Scale,the Creative Self-Efficacy Scale,the Innovative Behavior Scale,the Leader Empowering Behavior Scale,and the Work Engagement Scale.Latent profile analysis was used to identify the potential categories of person-environment fit creativity.Logistic regression was applied to analyze the influencing factors of different profiles.

Results

The latent profile analysis revealed that healthcare workers' person-environment fit creativity could be categorized into three latent classes: low-level adaptive type(32%),medium-level dynamic type(58%),and high-level synergistic type(10%).Logistic regression results indicated that education level,average monthly income,publication of papers or patents,creative self-efficacy,innovative behavior,leader empowering behavior,and work engagement were influencing factors for the different categories of person-environment fit creativity(P<0.05).

Conclusions

Healthcare workers' person-environment fit creativity is at a medium level with significant group heterogeneity.It is recommended that healthcare institutions implement targeted incentive policies based on the characteristics of different categories of person-environment fit creativity,and gradually build an ecosystem that stimulates healthcare workers' creativity.

healthcare workers  /  person-environment fit  /  creativity  /  influencing factors  /  innovative behavior  /  self-efficacy  /  work engagement  /  latent profile analysis
倪玲, 李芳, 何欢, 李盈, 任丽, 李丽君, 李晖, 李想. 医护人员个人环境匹配创造力的潜在剖面分析及其影响因素. 护理研究, 2026 , 40 (5) : 763 -769 . DOI: 10.12102/j.issn.1009-6493.2026.05.008
Ling NI, Fang LI, Huan HE, Ying LI, Li REN, Lijun LI, Hui LI, Xiang LI. Latent profile analysis of person-environment fit creativity of clinical healthcare workers and its influencing factors[J]. Chinese Nursing Research, 2026 , 40 (5) : 763 -769 . DOI: 10.12102/j.issn.1009-6493.2026.05.008
Year 2026 volume 40 Issue 5
29
12
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Article Info
doi: 10.12102/j.issn.1009-6493.2026.05.008
  • Receive Date:2025-03-27
  • Online Date:2026-10-28
  • Published:2026-03-10
Article Data
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History
  • Received:2025-03-27
  • Revised:2025-11-24
Affiliations
    1Yueyang Central Hospital, Hunan 414000 China
    2Hunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)
    3Hunan Normal University

Corresponding:

LI Xiang, E-mail:
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表12种不同金属材料的力学参数
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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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