Aim. The objective of this study is to provide a comprehensive analysis and synthesis of pertinent research on the subject of nursing professionalism. Background. The number of studies documenting nursing professionalism has been consistently increasing over the years; however, a comprehensive synthesis and analysis of the evidence presented in these reports is currently lacking. Evaluation. The scope reviews were conducted using electronic databases including PubMed, Web of Science, Cochrane Library, Embase, Chinese National Knowledge Infrastructure (CNKI), Chinese Science and Technology Periodical Database (VIP), and Wanfang database. Key Issues. This review included 15 studies and identified 4 significant pertinent issues: (1) the need for further investigation into the implementation level of nursing professionalism; (2) the development of culturally sensitive instruments to assess nursing professionalism; (3) an in‐depth exploration of the associated factors influencing nursing professionalism; and (4) the critical implementation of diverse intervention strategies to enhance nursing professionalism. Conclusions. This review presents a comprehensive overview of the implementation level, assessment tools, influential factors, and intervention strategies in nursing professionalism research. In addition, it emphasizes the future research direction in this field. Implications for Nursing Management. Nursing administrators need to understand the significance of improving the professional education and training of nurses, fostering a conducive work environment, and providing support for their active development of professional skills and nursing professionalism. These factors collectively contribute to the long‐term professional development of nurses and enhance the quality of patient care.