Implementing international collaboration for shared data standards and frameworks faces significant hurdles, including diverging national priorities, fragmented legal and ethical frameworks, and limited coordination among key global initiatives such as RDA, CODATA, EOSC, and UNESCO.
The lack of cross-learning mechanisms and unified oversight results in inefficiencies, while disparities in national capacity hinder equitable participation and trust-building.
Aligning national infrastructures with international standards requires systematic strategies, sustained funding, and governance structures, yet inconsistent global oversight and competing priorities slow progress.
Managing sensitive data across borders remains particularly complex due to varying definitions of sensitivity, interoperability challenges in legal and ethical regulations, and security concerns that often limit accessibility.
While initiatives like the EU Data Spaces and ICODA showcase potential solutions, developing universally accepted certification processes and secure remote access frameworks demands extensive coordination, resources, and commitment.