10%
G) Knowledge Transfer & Societal Influence

The Core Output & Scale indicator evaluates the research production strength of an entity by analyzing how much scholarly work it has contributed, how consistently it produces research, and how its output is growing over time.

This indicator does not look at quantity alone. It studies both research scale and research momentum, helping identify authors, institutions, publishers, sources, funders, and research organizations that demonstrate active and sustainable contribution to the global scholarly ecosystem.

Within the UNIRANKS Open Index framework, this indicator helps answer a simple but important question:

How strong and active is this entity in producing scholarly research?

The Knowledge Transfer & Societal Influence indicator evaluates how research moves beyond academic publication and contributes to real-world development, public benefit, innovation, policy, industry, and society.

This indicator focuses on how effectively an entity transforms research outputs into practical knowledge, public engagement, institutional value, and measurable societal contribution.

Weight: 2%

Overall societal and practical influence

The Knowledge Transfer & Societal Power score evaluates how effectively research contributes to real-world societal advancement beyond academic environments.

This indicator focuses on the ability of research outputs to influence communities, industries, governments, public knowledge systems, and broader societal development through practical application and measurable external value.

It helps identify entities whose research demonstrates strong societal relevance and meaningful real-world contribution.

It considers:

• Practical influence of research outputs
• Societal visibility and applicability
• Contribution to innovation and development
• Public and institutional knowledge transfer
• Broader non-academic research influence

The score is normalized to support fair comparison across different entity categories and research ecosystems.

Weight: 2%

Scholarly influence beyond citation volume

The WLII – Academic Influence indicator evaluates the broader scholarly influence of research outputs beyond traditional raw citation measurements.

This metric focuses on the depth, quality, visibility, and intellectual influence of research across the global academic ecosystem.

It helps identify research that demonstrates meaningful scholarly engagement and sustained academic relevance.

It considers:

• Scholarly recognition quality
• Cross-disciplinary academic influence
• Research engagement across communities
• Influence consistency over time
• Broader intellectual contribution

This indicator supports a more balanced understanding of academic influence beyond citation quantity alone.

Weight: 2%

Practical applicability of research

The WLII – Translation-to-Life Proxy indicator evaluates how effectively research demonstrates practical relevance and real-world applicability.

This metric focuses on research capable of supporting industry implementation, technological innovation, policy improvement, healthcare advancement, education, sustainability, and societal problem-solving.

It helps identify entities producing research with stronger translation potential beyond theoretical academic contribution.

It considers:

• Applied research relevance
• Innovation and implementation potential
• Practical usability of research findings
• Real-world problem-solving contribution
• Societal and industry applicability

The indicator strengthens the evaluation of practical research value within the Open Index framework.

Weight: 1%

Audience and geographic influence reach

The WLII – Reach indicator evaluates how broadly research influence spreads across audiences, sectors, and geographic regions.

This metric focuses on the ability of research outputs to achieve visibility and engagement across international communities and diverse knowledge ecosystems.

It helps identify research with wider global dissemination and accessibility.

It considers:

• Geographic diffusion of influence
• Audience diversity and accessibility
• International knowledge spread
• Cross-sector visibility
• Broader ecosystem engagement

The score supports understanding of research dissemination strength and societal exposure.

Weight: 1%

Speed of research influence spread

The WLII – Speed indicator evaluates how rapidly research begins generating influence after publication or release.

This metric focuses on influence acceleration, visibility momentum, and the speed at which research reaches scholarly, public, or practical ecosystems.

It helps identify entities producing research with faster recognition and early-stage impact generation.

It considers:

• Early research visibility
• Influence acceleration patterns
• Speed of engagement growth
• Rapid dissemination effectiveness
• Time-to-impact performance

This indicator supports understanding of research responsiveness and influence momentum.

Weight: 1%

Openness-related societal accessibility

The WLII – Openness indicator evaluates how accessible research is to broader communities through open knowledge practices and reduced accessibility barriers.

This metric focuses on public availability, accessibility support, openness-driven visibility, and knowledge democratization.

It helps identify research ecosystems that encourage wider societal access to scientific knowledge.

It considers:

• Open accessibility of research
• Public knowledge availability
• Accessibility-driven dissemination
• Reduced barriers to information access
• Support for open knowledge ecosystems

The indicator strengthens the evaluation of inclusive and accessible research environments.

Weight: 1%

Alignment with global sustainability priorities

The SDG Alignment Score evaluates how research contributes to global sustainable development priorities aligned with the United Nations Sustainable Development Goals (SDGs).

This indicator focuses on research relevance to areas such as health, education, sustainability, climate, innovation, equality, economic development, and societal resilience.

It helps identify entities whose research contributes to global human development and long-term societal progress.

It considers:

• Sustainability-related research contribution
• Alignment with UN SDG themes
• Societal development relevance
• Environmental and social impact support
• Long-term global development contribution

The score supports broader evaluation of research contribution toward sustainable and inclusive global progress.

The UNIRANKS Open Index methodology is built around multiple interconnected indicators designed to evaluate research ecosystems from different perspectives, including scholarly impact, openness, collaboration, trust, growth, societal contribution, and ecosystem alignment.

Each indicator explores a unique dimension of research performance to provide a broader and more balanced understanding of global scholarly activity beyond traditional ranking models.

A) Core Output & Scale: 15%

Measuring the Foundation of Research Activity

Evaluate scholarly production volume, publication growth, productivity performance, and research scale across the global academic ecosystem.

Explore Core Output & Scale →

B) Impact & Excellence: 20%

Understanding Scholarly Influence and Research Recognition

Analyze citation impact, academic influence, research excellence, and the global visibility of scholarly contributions.

Explore Impact & Excellence →

C) Quality, Trust & Integrity: 15%

Evaluating Reliability and Research Credibility

Measure research trustworthiness through integrity indicators, publication quality signals, indexing standards, and scholarly reliability metrics.

Explore Quality, Trust & Integrity →

D) Open Science & Accessibility: 10%

Measuring Openness and Knowledge Accessibility

Assess open access availability, public research visibility, accessibility practices, and participation in open scholarly ecosystems.

Explore Open Science & Accessibility →

E) Collaboration & Global Reach: 15%

Mapping Research Connectivity Across Borders

Evaluate international collaboration, institutional partnerships, co-authorship networks, and global scholarly engagement.

Explore Collaboration & Global Reach →

F) Portfolio Strength & Momentum: 10%

Analyzing Research Diversity and Development Trends

Measure the breadth, sustainability, specialization, and evolving momentum of scholarly research portfolios over time.

Explore Portfolio Strength & Momentum →

G) Knowledge Transfer & Societal Influence: 10%

Measuring Research Contribution Beyond Academia

Evaluate how research supports innovation, policy development, industry engagement, education, healthcare, sustainability, and societal advancement.

Explore Knowledge Transfer & Societal Influence →

H) OI Alignment: 05%

Measuring Ecosystem Compatibility and Open Index Readiness

Assess how effectively entities align with the UNIRANKS Open Index framework, structured scholarly ecosystems, openness standards, and research connectivity models.

Explore OI Alignment →

Whether you need support, guidance, partnership information, technical assistance, or answers about our services and initiatives, our team is here to help. Reach out to us and we will respond as soon as possible.