Abstract Background This study aimed to identify factors associated with professional identity among nursing interns in China. Such evidence may help inform educational and clinical mentoring strategies to cultivate and strengthen professional identity during clinical internship, and may contribute to future retention among nursing interns, thereby supporting nursing workforce stability and improving the quality of nursing care. Methods CNKI, Wanfang, VIP, the Chinese Biomedical Literature Datab