Unified Data Governance Model for Academic Institutions : Enhancing Stakeholder Transparency
Keywords:
Data Governance, Academic Institutions, Stakeholder Transparency, Data Stewardship, Information Architecture, Higher Education PolicyAbstract
In the era of digital transformation, academic institutions are increasingly reliant on data to drive decision-making, strategic planning, and performance monitoring. However, the absence of a unified data governance framework often leads to fragmented data silos, inconsistent standards, and opacity in stakeholder engagement. This review explores the concept of a Unified Data Governance Model (UDGM) tailored to academic environments, emphasizing the need for harmonized policies, integrated platforms, and role-based access controls that promote accountability and transparency. Drawing from cross-institutional case studies, standards such as FAIR principles (Findable, Accessible, Interoperable, and Reusable), and best practices from enterprise data governance, the paper synthesizes how academic institutions can leverage UDGM to address data integrity, ethical stewardship, compliance, and multi-stakeholder reporting. Particular focus is placed on aligning governance with institutional missions, enhancing data literacy among stakeholders, and fostering an ecosystem where students, faculty, administrators, and regulatory bodies have trusted access to timely and relevant information. The paper concludes by outlining strategic recommendations for scalable implementation and governance maturity models suited to the academic sector.
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