Several factors influence staffing levels, including patient acuity, census data, nurse-to-patient ratios, and the skill mix of the nursing team. Patient acuity refers to the complexity and severity of patients' conditions, which dictates the level of care required. Census data, or the number of patients, also plays a role in determining how many nurses are needed at any given time.