Table 1 Recommendations for future research collaborations involving data sharing

From: Data sharing in large research consortia: experiences and recommendations from ENGAGE

Organisational tools

 Provide systematic information about collaboration projects (plans, deadlines, reminders)

 Implement transparent publication policies/mechanisms for author recognition

Governance tools

 Use harmonised/unified data-sharing policies across countries and funders

 Implement simplified Material Transfer Agreements (MTAs) and/or Data Access Agreements (DAAs)

 Simplify ethics approval

 Delegate harmonising issues to people in charge of developing policies

Technical tools

 Develop systems for systematic information about data availability (without access to the data) and multiple files upload

 Further develop tools for data harmonisation across cohorts

 Use more efficient web servers