Techniques for effective data governance implementation in analytics platforms
Keywords:
Data Governance, Analytics Platforms, Data Quality, Compliance, Simulation Research, Statistical Analysis, Organizational Change, Author Name, Scopus, Springer, Journal Name, Wissira, Journal Short Form, Wissira Press, Wissira Research Lab, Research Gate, SSRN, ISSN, Academia, UGC Care, PubMed, WOSAbstract
Effective data governance is a critical requirement for modern analytics platforms as organizations increasingly rely on data-driven decisions. This manuscript explores a range of techniques and best practices for implementing data governance within analytics environments. We discuss the theoretical underpinnings, present a comprehensive literature review, and outline a practical methodology that integrates policy frameworks, technological solutions, and organizational change management. Statistical analyses and simulation research validate the proposed governance techniques, demonstrating improved data quality, compliance, and operational efficiency. The study concludes with recommendations for practitioners and directions for future research, underlining the need for agile and scalable data governance frameworks.
