What type of study is this?

This is a Mixed-methods study (also classified as: Literature Review, Observational).

September 5, 2025International Journal for Population Data ScienceOpen Access

Evaluating the Benefits, Costs, and Utility of Synthetic Data for Data Owners and Trusted Research Environments

View Full Paper

Ask AI

Bookmark

Financial constraints hinder synthetic data production, limiting organizations' capabilities to scale and collaborate.
Improved data access shows efficiency gains, although legal uncertainties slow down broader adoption of synthetic data.
Key challenges include governance inconsistencies and the need for standard policies to ensure ethical data sharing.
Future efforts focus on sustainable funding and bridging expertise gaps to enhance the utilization of synthetic data.

Discussion

No takes yet. Share an insight, caveat, or question.

Implication

Mixed-methods research uncovers financial implications and governance challenges of synthetic data for data owners, highlighting operational efficiencies.

Cite This Study

Ogwayo et al. (2025) studied this question.

synapsesocial.com/papers/68bb3ef72b87ece8dc957818 https://doi.org/10.23889/ijpds.v10i4.3270

View Full Paper

Ask AI

Bookmark

Implication

Mixed-methods research uncovers financial implications and governance challenges of synthetic data for data owners, highlighting operational efficiencies.

Evaluating the Benefits, Costs, and Utility of Synthetic Data for Data Owners and Trusted Research Environments

Key Points

Discussion

Implication

Cite This Study

Evaluating the Benefits, Costs, and Utility of Synthetic Data for Data Owners and Trusted Research Environments

Key Points

Discussion

Implication

Cite This Study

Also Consider

Also Consider