Ouyang, Linxia
Peng, Yun
Li, Lin
Zhang, Libo
Yi, Yang
Zhang, Chun
Funding for this research was provided by:
Innovation Training Project of Hunan Province: Research on Employment Countermeasures for College Students Majoring in Art at Universities Based on Artificial Intelligence Methods (S202511342138)
Article History
Received: 24 July 2025
Accepted: 22 December 2025
First Online: 26 December 2025
Declarations
:
: Before commencing data collection, the study was thoroughly reviewed and approved by the Ethics Committee of the College of Textile and Fashion at Hunan Institute of Engineering (Approval No. EA2023052). It strictly complied with the Declaration of Helsinki and the “Ethical Review Measures for Scientific and Medical Research Involving Humans” promulgated by the Chinese government. During the entire data collection process, informed consent was duly obtained from all participants and/or their legal guardians.
: Not applicable.
: The authors declare no competing interests.