Role of Replication Research in Biostatistics Graduate Education

Mathematics

• Biostatistics 86%
• Replication 72%
• Education 71%
• Teaching 13%
• Reproducibility 8%
• Skills 7%
• Confidence 6%
• Coding 6%
• Exception 6%
• Statistical method 6%
• Learning 5%
• Robustness 5%
• Partial 4%

Business & Economics

• Graduate Education 100%
• Replication 66%
• Robustness 8%
• Statistical Methods 6%
• Documentation 6%
• Confidence 5%

Social Sciences

• graduate 41%
• education 19%
• student 16%
• statistical method 9%
• coding 8%
• documentation 8%
• confidence 7%
• educator 5%
• Teaching 4%
• learning 3%
• experience 2%