Newswise·3 min read·hard

vey on surveys: a cross-sectional analysis of factors influencing responsiveness of dermatologists to survey studies

vey on surveys: a cross-sectional analysis of factors influencing responsiveness of dermatologists to survey studies
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A study of dermatologists found that survey response rates are significantly improved by early morning solicitation and financial incentives of at least $20. The research utilized random forest predictive modeling to identify these key factors for increasing physician participation in academic surveys.

Newswise — Survey-based research is a commonly utilized approach to gather data on a wide array of topics, from gauging patient satisfaction to identifying gaps in education, diagnosis, and care. Despite this, survey responsiveness among physicians is notably low .

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