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ZENODO
Report . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
ZENODO
Report . 2026
License: CC BY
Data sources: Datacite
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Open Data in Higher Education: Definitions, Trends, and Challenges

Authors: Raffaghelli, Juliana Elisa;

Open Data in Higher Education: Definitions, Trends, and Challenges

Abstract

This record contains the full report Open Data in Higher Education: Definitions, Trends, and Challenges (PDF) and the dataset underpinning the narrative literature review on which the analytical framework is based. The report critically examines the evolving role of open data in higher education, addressing conceptual foundations, emerging trends, institutional practices, and ethical implications. It explores two major traditions of open data—open government data and open research/educational data—and analyses their intersection within universities. Drawing on a narrative literature review conducted through a structured database search (SCOPUS, Web of Science, EBSCO) and forward snowball sampling until theoretical saturation, the study identifies key conceptual nodes and thematic trends. The final corpus includes peer-reviewed articles, reports, grey literature, and relevant institutional resources. Beyond conceptual clarification, the report synthesizes international case studies and institutional practices, highlighting applications of open data for governance, learning analytics, predictive modelling, teaching innovation, and digital transformation. Particular attention is paid to data literacy, interoperability standards, ontologies, and FAIR principles. The analysis also addresses persistent challenges, including data quality, standardization, privacy, surveillance concerns, commercialization risks, and ethical governance. The report concludes with institutional, policy, and pedagogical recommendations for fostering responsible and human-centred open data ecosystems in higher education. It advocates for integrating open data into teaching and learning practices while strengthening ethical frameworks and digital competencies. The accompanying dataset documents the literature selection process, screening workflow, and bibliographic corpus used to ground the review and thematic analysis.

Related Organizations
Keywords

learning analytics, higher education, open data, open education, policy recommendations

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average