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Public reports on healthcare quality typically include complex data. To lower the cognitive burden of interpreting these data, some report designers create summary, or roll-up, measures combining multiple indicators of quality into one score. Little is known about how the availability of roll-ups affects clinician choice.

Improving Patients’ Choice of Clinician by Including Roll-up Measures in Public Healthcare Quality Reports: an Online Experiment