Advanced statistical techniques like structural equation modeling are used to explicitly test this complex indirect rela- tionship. For example, transformational leadership was positively related to staff expertise and negatively related to staff turnover both of which contributed to reduced patient mortality and other adverse patient outcomes leading researchers to suggest that strong leaders may retain higher numbers of skilled staff