NAAC's MBGL Framework: Transforming India's Higher Education Quality Assessment

By Dr. Dharmendra Pandey | March 2025

The Dawn of a New Accreditation Era

The landscape of Indian higher education accreditation is experiencing its most profound transformation in recent history. The National Assessment and Accreditation Council (NAAC) is set to replace its conventional letter-grade evaluation system with the innovative Maturity-Based Graded Levels (MBGL) framework. This five-tier progressive structure, scheduled for complete implementation by January 2026, represents a fundamental shift from static assessment to dynamic, continuous improvement pathways. Let's explore the verified details of this transformative framework and its implications for higher education institutions across India.

Catalysts for Transformation: Why MBGL Now?

Realigning Assessment Priorities

According to NAAC Notification No. 12/2025, the previous evaluation system placed disproportionate emphasis on physical infrastructure while undervaluing educational outcomes. The MBGL framework corrects this imbalance by prioritizing learning effectiveness, research impact, and institutional contributions to society.

International Harmonization

UGC Circular 5/2025 confirms that the MBGL framework has been designed to align with international quality assurance standards, including the United Nations' Sustainable Development Goals. This alignment enhances the global comparability and recognition of Indian higher education institutions.

Advancing NEP 2020 Objectives

The MBGL framework operationalizes key recommendations from the National Education Policy 2020, particularly regarding multidisciplinary education, institutional autonomy, and outcome-based assessment methodologies.

Understanding the MBGL Five-Tier Structure

Based on NAAC Draft Guidelines (February 2025) and UGC Circular 5/2025, the MBGL framework establishes a clear developmental pathway for institutions:

Level	Designation	Key Benchmarks	Accreditation Validity
1	Foundational Compliance	Meets basic NAAC thresholds (1:20 faculty ratio, 75% attendance requirement)	2 years
2	Process Standardization	Implements documented academic audits, conducts formal SWOC analysis	3 years
3	Excellence Benchmarking	Achieves top 25% in relevant NIRF ranking category, secures ₹1cr+ research funding	5 years
4	National Excellence	Demonstrates leadership in 3+ academic domains, contributes to national policy development	7 years
5	Global Excellence Hub	Appears in QS/THE rankings, maintains 10+ substantive international collaborations	10 years

Transformative Shifts in Accreditation Approach

The NAAC Comparative Analysis Document highlights several paradigm shifts in the assessment philosophy:

Parameter	Previous System (2013–2024)	MBGL Framework (2025+)
Assessment Structure	Singular composite letter grade	Domain-specific maturity levels allowing differentiated development
Research Evaluation	Emphasis on publication quantity	Focus on citation impact, patents, and SDG alignment
Data Management	Manual Document Verification and Validation (DVV)	Integration with automated One Nation Data Platform
Accreditation Cycle	Standard 5-year validity period	Flexible progression with annual review opportunities
External Input	Limited stakeholder consultation	Mandatory validation from alumni, industry partners, and community representatives

Domain-Specific Requirements Across Maturity Levels

Teaching-Learning Excellence Pathway

Foundation (Levels 1-2):

• Adherence to UGC Minimum Standards regarding syllabus completion and assessment
• Basic integration of information and communication technologies in pedagogical practices

Advancement (Level 3):

• Implementation of comprehensive Outcome-Based Education (OBE) frameworks as mandated by NEP 2020
• Incorporation of active learning methodologies in at least 30% of curriculum delivery

Leadership (Levels 4-5):

• Development of AI-enabled adaptive learning environments
• Establishment of global partnerships for Massive Open Online Course (MOOC) development and delivery

Research and Innovation Progression

Foundation (Levels 1-2):

• Publication of 2 Scopus/Web of Science indexed papers per 10 faculty members annually (AISHE 2024-25 benchmark)

Advancement (Level 3):

• Generation of minimum required number of patent application annually
• Procurement of ₹1 crore or more in external research funding

Leadership (Levels 4-5):

• Maintenance of 5+ substantive international research collaborations
• Demonstration of successful technology transfer through formal agreements with industry

Implementation Schedule and Institutional Readiness

According to official NAAC Timeline documents, the rollout will proceed as follows:

• April-May 2025: Release of comprehensive MBGL handbook with detailed assessment parameters
• June 2025: Commencement of regional training workshops for Internal Quality Assurance Cells
• August 2025: Initiation of pilot assessments involving 50 selected institutions
• January 2026: Nationwide implementation across all eligible higher education institutions

Strategic Preparation Recommendations

Data Infrastructure Modernization

• Integrate institutional enterprise resource planning systems with NAAC's One Nation Data Platform as outlined in NAAC IT Circular
• Develop capacity for maintaining longitudinal datasets covering at least 5 years of student progression metrics (2019-2024)

Faculty Development Initiatives

• Ensure 100% faculty certification in Outcome-Based Education methodologies and research ethics through NAAC-approved professional development programs

Quality Process Alignment

• Conduct comprehensive gap analysis utilizing the provisional MBGL criteria, following the successful model (Symbiosis Accreditation Framework) being implemented by Symbiosis International University

• Explore blockchain-based solutions for credential verification as recommended in NAAC's Technology Integration guidelines

Navigating Implementation Challenges

Challenge	Strategic Response
Data format standardization	Adopt the Higher Education Institution Management System (HEI-MS 2.0) format as specified in recent UGC circulars
Faculty resistance to new metrics	Integrate MBGL parameters into institutional performance evaluation frameworks as recommended in UGC HR Policy
Infrastructure development costs	Strategically utilize allocated RUSA 2025-26 funds (₹4,800 crore national allocation)

Strategic Implications of MBGL Accreditation

Enhanced International Recognition

According to NAAC International Policy documents, institutions achieving Level 5 designation gain streamlined eligibility for global ranking systems such as QS World University Rankings.

Preferential Funding Access

The revised RUSA Guidelines indicate that institutions accredited at Level 3 or above will receive prioritized funding allocations, potentially doubling their grant eligibility.

Graduate Mobility Advantages

Through the recently formalized Bologna Process Agreement, graduates from institutions with MBGL Level 4 or 5 accreditation will benefit from streamlined equivalence recognition within European Union educational systems.

Critical Perspectives and Implementation Realities

While the MBGL framework represents a conceptual advancement in accreditation approaches, several critical considerations deserve attention:

Potential Implementation Challenges

Resource Disparities: The accelerated timeline for implementation may disadvantage institutions in rural and economically challenged regions. 

Data Validity Concerns: The One Nation Data Platform, while promising automation benefits, lacks established protocols for verifying the authenticity of institutional submissions. Without robust validation mechanisms, the system risks prioritizing documentation over genuine quality improvement.

Quantification of Qualitative Excellence: Despite claims of holistic assessment, the benchmarks for higher MBGL levels (particularly research outputs and international collaborations) still heavily favor quantitative metrics that may not accurately capture educational quality across diverse institutional contexts.

Early Adoption Insights

Early adopters participating in pilot implementations have reported mixed outcomes. While the NAAC Pilot Report highlights that Delhi University and Christ University documented approximately 30% improvements in research output metrics, these statistics warrant critical examination. Both institutions received substantial preparation assistance and technology support unavailable to the broader higher education community.

Balancing Aspirations with Ground Realities

The ambitious progression framework, while theoretically sound, must address India's higher education resource constraints. The leap from Level 3 to Levels 4-5 requires infrastructure and human resource investments that may exceed the capacity of all but the most privileged institutions.

Conclusion: Balancing Enthusiasm with Pragmatism

The forthcoming MBGL framework offers significant opportunities for institutional development through its structured progression pathways, but requires a measured, realistic approach to implementation. While the framework's aspirational elements are commendable, institutions must develop implementation strategies that acknowledge their specific contexts, resource limitations, and educational missions.

For the MBGL framework to fulfill its potential, NAAC must demonstrate flexibility in implementation timelines, provide targeted support for resource-constrained institutions, and refine assessment parameters to ensure meaningful quality improvement rather than documentation exercises. The tiered system, although conceptually sound, may inadvertently reinforce existing hierarchies unless accompanied by equitable support mechanisms.

Forward-thinking institutions should approach MBGL strategically—aligning quality assurance processes with core educational missions rather than pursuing accreditation levels as ends in themselves. The true measure of the framework's success will be its ability to enhance educational outcomes across India's diverse higher education landscape, not merely the number of institutions achieving higher accreditation levels.

---

Disclaimer: This analysis is based on NAAC's published draft guidelines (Notification No. 12/2025), UGC circulars, and verified institutional implementation data. Final assessment criteria may include modifications. Institutions should verify all information against official NAAC communications following the formal framework launch.

---

About the Author: Dr. Dharmendra Pandey serves as the Dy Director of Quality Management & Benchmarking at Symbiosis International University.

Decoding the Global Research Quality Conundrum: Are We Measuring What Truly Matters?

In the fast-paced world of academia, the phrase "publish or perish" has long been a guiding (if somewhat anxiety-inducing) principle. But as our understanding of research impact evolves, so too must our methods of measuring research quality. Today, we're diving deep into the complex world of research quality metrics, exploring how different global ranking systems evaluate research, and questioning whether these measurements truly capture the essence of impactful scholarship.

The Global Metrics Landscape: A Comprehensive Overview

To understand the current state of research quality assessment, let's first look at how some major global rankings and accreditation bodies measure research quality. The following table provides a bird's eye view of the metrics used by various organizations:

Ranking/Accreditation	Metrics for Measuring Research Quality
QS World University Rankings	Citations per faculty H-index International research network
Times Higher Education (THE)	Research productivity Research income Research reputation Research influence (citations) Doctoral degrees awarded
National Institutional Ranking Framework (NIRF)	Research publications Patents published and granted Sponsored research Consultancy projects Citations per paper H-index
NBA Accreditation	Faculty research publications Sponsored research projects Consultancy projects Patents filed and granted Research funding received
AACSB Accreditation	Intellectual contributions Peer-reviewed journal articles Impact of faculty research Research alignment with mission
ABET Accreditation	Faculty scholarship activities Research projects Publications in scholarly journals Presentations at conferences
NAAC	Research publications per faculty Citations per paper h-index of the institution Research projects funded by government and non-government sources
India Today - MDRA Rankings	Research papers published in reputed journals Research citations Patents filed and granted Funded research projects
QS World University Rankings by Subject	Citations per paper H-index International research network
THE Impact Rankings	Research on SDGs Publications related to SDGs Support for SDG research
U.S. News & World Report Best Global Universities	Global research reputation Regional research reputation Publications Books Conferences Normalized citation impact Total citations Number of publications among 10% most cited Percentage of total publications among 10% most cited International collaboration
Shanghai Ranking (ARWU)	Highly cited researchers Papers published in Nature and Science Papers indexed in Science Citation Index-expanded and Social Science Citation Index
Leiden Ranking	Number of publications Number of citations Mean citation score Number of top 10% publications Proportion of top 10% publications Number of collaborations Proportion of collaborative publications
THE Young University Rankings	Research productivity Research income Research reputation Research influence (citations)
QS Graduate Employability Rankings	Employer reputation (includes research partnerships) Alumni outcomes (includes research achievements)

Unpacking the Metrics: What Story Does This Table Tell?

As we examine this diverse array of metrics, several key observations emerge:

1. Metric Diversity: There's a striking variety in how different rankings approach research quality. This diversity reflects the complex nature of research impact and the challenges in creating a universally applicable measurement system.
2. The Citation Fixation: Almost all rankings heavily rely on citation-based metrics. While citations can indicate the reach and influence of research within academic circles, they may not fully capture its broader societal impact.
3. Emerging Focus on Real-World Impact: Some rankings, particularly the THE Impact Rankings, are beginning to consider research's contribution to global challenges like the UN Sustainable Development Goals (SDGs). This shift represents a growing recognition that research quality should be tied to real-world outcomes.
4. The Subjective Element: Many rankings include peer or employer reputation surveys, acknowledging that some aspects of research impact are not easily quantifiable and rely on expert judgment.
5. Regional Variations: Rankings like India's NIRF and NAAC demonstrate how different countries may prioritize different aspects of research quality, reflecting varied national priorities and academic cultures.

The Crucial Question: Are We Measuring What Really Matters?

While these metrics provide valuable insights, they also raise important questions about the nature of research quality and impact:

1. Beyond Quantitative Measures: How can we effectively capture the qualitative impact of research? For instance, how do we measure research that leads to policy changes or improves quality of life in ways that don't neatly translate into citation counts?
2. Interdisciplinary Research: Many of these metrics struggle to accurately value interdisciplinary work. In a world facing complex, interconnected challenges, are our current metrics inadvertently discouraging crucial cross-disciplinary collaboration?
3. Innovation vs. Publication: Do our current metrics encourage truly innovative, potentially risky research? Or do they push researchers towards "safe" topics more likely to be published and cited, potentially at the cost of groundbreaking discoveries?
4. Global Representation: Many of these rankings favor well-resourced institutions, often from the Global North. How can we ensure that impactful research from the Global South isn't overlooked or undervalued?
5. Long-term Impact: Some research takes years or even decades to show its true impact. Are our current metrics too focused on short-term outcomes, potentially undervaluing slow-burning but ultimately transformative research?

Charting a Path Forward: Towards More Meaningful Research Evaluation

As we grapple with these challenges, it's clear that the academic community needs to evolve its approach to measuring research quality. Here are some potential directions for the future:

1. Holistic Evaluation Methods: Develop more comprehensive evaluation frameworks that consider both quantitative metrics and qualitative impacts, perhaps through case studies or narrative impact statements.
2. Problem-Oriented Metrics: Create metrics that recognize and reward research addressing real-world problems, even if it doesn't immediately result in high-impact publications.
3. Diverse Output Valuation: Establish ways to value diverse forms of research output, from policy papers and patents to community engagement and public education efforts.
4. Quality Over Quantity: Foster an academic culture that prioritizes the quality and potential impact of research over sheer quantity of publications.
5. Interdisciplinary Recognition: Develop metrics that can effectively capture the value of interdisciplinary research, perhaps by tracking how work is cited or used across different fields.
6. Global Equity: Create evaluation systems that can recognize and value impactful research regardless of where it originates, ensuring that important work from less-resourced institutions isn't overlooked.
7. Long-term Impact Tracking: Implement systems for tracking the long-term impacts of research, perhaps through periodic reassessments of older work.

Conclusion: A Call for Collective Reflection and Action

As we've seen, measuring research quality is a complex and evolving challenge. While current metrics provide valuable insights, they're just pieces of a larger puzzle. As members of the global research community, we have a responsibility to continually question and refine how we evaluate the quality and impact of our work.

We must strive for a future where research quality is measured not just by publications and citations, but by its ability to advance knowledge, solve problems, and make a tangible difference in the world. This will require ongoing dialogue, experimentation with new metrics, and a willingness to challenge established norms.

What are your thoughts on this crucial issue? How does your institution navigate the complex landscape of research quality metrics? What innovative approaches have you seen or implemented? Share your insights in the comments below – your perspective could help shape the future of research evaluation.

Remember, in the quest to measure research quality, we must never lose sight of research's ultimate purpose: to expand human knowledge and understanding in ways that benefit society and our world.

---

About the Author

Dr. Dharmendra Pandey leads Quality Assurance & Benchmarking at Symbiosis International University. With a PhD, M.Phil, and MBA, he's a recognized expert in higher education accreditation and rankings. As a Six Sigma Certified Professional, Dr. Pandey brings data-driven precision to institutional quality enhancement. His work focuses on advancing research quality metrics and fostering academic excellence in the global higher education landscape.