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What is the Shehnaz Index?

SI is a standardized measurement model to assess Research, Innovation & Commercialization (RIC) performance of ORICs and R&D units.

Why this framework?

To provide clear indicators, transparent scoring, and practical guidance for universities to improve research impact and industry linkages.

Who uses it?

Universities, research institutes, industry partners, policymakers, and national R&D agencies seeking evidence-based RIC evaluation.

Core Pillars — Summary view

Research Productivity — 25%

Output quality, grants, and research infrastructure that build knowledge and visibility.

Representative indicators: Scopus/WoS papers; H-index contribution; national & international grants.

Innovation Capability — 20%

Culture, prototyping, and digital integration that convert ideas into solutions.

Representative indicators: hackathons, prototypes, TRL progress, AI adoption in R&D.

Commercialization & Technology Transfer — 25%

IP management, licensing, and industry projects that turn ideas into market outcomes.

Representative indicators: patents filed/granted; technology licensing; startups spun-out.

Startup & Entrepreneurship — 20%

Incubation, acceleration, and entrepreneurial capacity to create jobs and startups.

Representative indicators: incubator capacity, startup survival, funding access.

Governance, Policy & Global Engagement — 10%

Policies, international linkages and community impact that enable sustainable RIC systems.

Representative indicators: policies & SOPs, MoUs, social innovation projects.

Research Knowledge creation
Innovation Prototypes & PoC
Commercialization Licensing & revenue
Startups Jobs & impact
Global Impact Rankings & linkages

Scoring & Readiness

Platinum

85–100
World-class RIC performance

Gold

70–84
Strong RIC performance

Silver

55–69
Moderately strong

Bronze

40–54
Developing stage

Basic

0–39
Needs significant improvement

Each indicator is scored 0–5 (0 = No activity, 5 = Outstanding / global visibility). Scores aggregate into the composite RIC score and readiness category.

Download the full technical manual — complete list of 75 indicators, scoring rubrics, evidence checklist, and implementation guidance.

Download Full Technical Manual (PDF)