MAINSTREAMING METADATA INTO RESEARCH WORKFLOWS TO ADVANCE REPRODUCIBILITY AND OPEN GEOGRAPHIC INFORMATION SCIENCE

Social Sciences

• workflow 80%
• information science 71%
• software 20%
• life cycle 14%
• research documentation 12%
• redundancy 8%
• Human Subjects 8%
• Open Sources 7%
• research process 7%
• research practice 6%
• transparency 6%
• management 3%
• literature 3%

Engineering & Materials Science

• Information science 100%
• Metadata 72%
• Life cycle 9%
• Open Data 6%
• Data Sharing 6%
• Transparency 5%
• Information management 5%
• Redundancy 4%

Earth & Environmental Sciences

• metadata 82%
• science 48%
• software 16%
• life cycle 10%
• data management 6%
• research work 6%
• transparency 6%
• management plan 6%
• documentation 5%
• protocol 5%
• need 3%
• program 3%
• analysis 1%