Highlights
RWJF Health & Society Scholars (HSS) program outcomes evaluated.
HSS alumni have higher scholarly productivity and impact than control group.
HSS alumni are more engaged in population health research than controls.
HSS alumni and controls are similar on other outcome measures.
Training programs can be evaluated with adequate attention to selection bias.
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