What does this research mean for the field?

To effectively manage the disruption of generative AI, universities must shift from reactive bans to collaborative governance models that involve faculty and students as co-designers. Novelty: ClaimNovelty.SYNTHESIS. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

Synthesize the multidimensional impacts of generative AI on classroom pedagogy, evaluation frameworks, academic integrity protocols, and university governance.

August 30, 2026Open Access

The Generative AI Paradigm Shift in Higher Education : Synthesizing Impacts on Classroom Pedagogy, Evaluation Frameworks and Institutional Governance

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Synthesize the multidimensional impacts of generative AI on classroom pedagogy, evaluation frameworks, academic integrity protocols, and university governance.
Conducted a synthesis methodology integrating organizational change theories and socio-technical framework analysis.
Analyzed peer-reviewed journal articles and policy documents published between 2021 and 2026, with targeted focus on the Global South and India's NEP 2020.
Characterized generative AI as an disruptive arrival technology that forced institutional adoption before the development of evidence-based pedagogical frameworks.
Identified an institutional requirement to shift away from reactive bans toward collaborative governance models that engage faculty and students as pedagogical co-designers.
Demonstrated concurrent pressures between the opportunities of personalized learning and the systemic risks of widening existing digital divide disparities.

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Implication

Synthesis review reveals disruptions to pedagogy and evaluation in higher education, highlighting the need for collaborative governance over reactive bans.

Cite This Study

Kumar et al. (2026) studied this question.

synapsesocial.com/papers/6a93f1626c1a8fb52e79e488 https://doi.org/10.5281/zenodo.22161519

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Implication

Synthesis review reveals disruptions to pedagogy and evaluation in higher education, highlighting the need for collaborative governance over reactive bans.

The Generative AI Paradigm Shift in Higher Education : Synthesizing Impacts on Classroom Pedagogy, Evaluation Frameworks and Institutional Governance

Key Points

Discussion

Implication

Cite This Study

The Generative AI Paradigm Shift in Higher Education : Synthesizing Impacts on Classroom Pedagogy, Evaluation Frameworks and Institutional Governance

Key Points

Discussion

Implication

Cite This Study

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