Effective strategies to improve attendance in nursing include offering incentives such as bonuses or recognition programs for excellent attendance, providing mental health support, and fostering a positive work environment. Additionally, implementing flexible scheduling and ensuring adequate staffing levels can help reduce burnout and improve overall job satisfaction, thereby enhancing attendance rates.