Data, Analysis & Data Management Plans (DMPs)

Data Management Plans (DMPs) – plans, effective practices, requirements

Penn

• Data Planning and Management (Libraries) https://guides.library.upenn.edu/data-management
• Database Group: scientific data management, Web data management, and data provenance (Engineering) https://dbappserv.cis.upenn.edu/home/

External

• Effective practices for data – Persistent IDs for Data and Machine-readable data management plans (DMPs) (NSF) https://www.nsf.gov/pubs/2019/nsf19069/nsf19069.jsp?WT.mc_id=USNSF_25&WT.mc_ev=click
• Requirement for a Data Management Plan is described in the Proposal & Award Policies & Procedures Guide (PAPPG) (National Science Foundation) https://www.nsf.gov/pubs/policydocs/pappg19_1/pappg_2.jsp#IIC2j
• Data management plan requirements for different disciplines (NSF) https://www.nsf.gov/bfa/dias/policy/dmp.jsp
• Data management plan (DMP) tool where UPenn is an affiliated institution https://dmptool.org/
• PDF tutorial on effective data collection, saving, and processing methods (Columbia University) https://research.columbia.edu/sites/default/files/content/RCT%20content/ReaDI%20Program/Tutorial_Datacollection_instrumentation_V11.pdf