Factors associated with intent to stay in the profession: an exploratory cluster analysis across healthcare professions in Switzerland

Retention issues are widespread within the health workforce. This cross-sectional study used data collected from 1707 healthcare professionals in 2022–23 to identify with k-means clustering groups of individuals sharing similar working experiences. These profiles were linked with varying levels of turnover intentions and a range of healthcare professions. While occupational therapists and paramedics reported in average better working conditions, registered nurses and intermediate caregivers reported the poorest experiences. In other clusters, salaries were high where work–life balance was low, and inversely. By learning from similarities and differences in the working conditions of diverse healthcare professionals, shared initiatives aimed at improving retention across professions can be facilitated.