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. 2025 Dec 10;13:1713656. doi: 10.3389/fpubh.2025.1713656

Table 2.

Factor analysis results of professional identity scale.

Content Factor loadings (post-rotation) Communality
Factor 1 Factor 2 Factor 3
A1 When discussing my profession, I typically say “we” rather than “they” 0.382 0.636 0.559
A2 Professional success of medical practitioners is my success 0.279 0.786 0.697
A3 I care about others’ views on my profession 0.667 0.408 0.615
A4 Praise for my profession feels like personal praise 0.164 0.777 0.310 0.727
A5 Media criticism of my profession provokes strong indignation 0.271 0.318 0.741 0.724
A6 My work is significant and meaningful 0.626 0.307 0.512 0.748
A7 I am confident in my professional competence 0.751 0.229 0.361 0.746
A8 My work influences patients’ conditions 0.450 0.129 0.667 0.664
A9My academic specialization facilitates work execution 0.772 0.180 0.381 0.774
A10 I understand work content and requirements 0.821 0.149 0.367 0.830
A11 Medical work aligns with my professional suitability 0.754 0.377 0.714
A12 I comprehend my professional role 0.865 0.230 0.154 0.824
Eigenvalues (post-rotation) 4.071 2.585 1.966
Variance explained (%) (post-rotation) 33.929 21.543 16.384
Cumulative variance (%) (post-rotation) 33.929 55.472 71.856