1. Academic vs Employer Reputation
Academic Reputation
- Reflects how an institution is perceived globally for research, knowledge creation, and societal impact. 
- Influenced by: - Research strengths 
- Thought leadership 
- Student outcomes 
- Partnerships and societal contributions 
 
Employer Reputation
- Reflects how an institution is perceived by employers in producing graduates and providing industry knowledge. 
- Influenced by: - Graduate quality 
- Industry partnerships 
- Sector relevance 
 
2. Platform Orientation
- Access academic and employer reputation on the Home screen or the Left-Hand Menu. 
- The platform allows deep research into: - Reputation 
- Rankings 
- Student recruitment and flows 
- Labor market insights and future skills 
- AI, innovation, and micro-credentials 
 
3. Viewing Academic Reputation
- Select an institution or peers. 
- View benchmarks across global and geographic peers. 
- Change benchmark period to analyse trends over one year, five years, or longer. 
Key Observations
- Top institutions maintain strong brand recall; mid-tier institutions can significantly shape perception. 
- Reputation varies between domestic and international audiences. 
4. Employer Reputation
- Offers insights into graduate quality, industry engagement, and sector recognition. 
- May diverge from academic reputation trends. 
- Enables prioritisation of engagement and branding strategies with employers. 
5. Understanding Methodology
- Academic nominations collected annually from ~150,000 academics worldwide. 
- Rankings data derived from trailing five-year period, using the most recent response for each academic. 
- Domestic vs international nominations are weighted and displayed separately. 
- Platform provides an AI help bot for step-by-step methodology guidance. 
6. Subject and Regional Perspectives
Subject Perspective
- Examine academic nominations by subject area to identify strengths and areas for improvement. 
- Compare institution performance against peers. 
- Identify disciplines driving international recognition. 
Regional Perspective
- Map nominations by country or region. 
- Identify areas of strong and weak perception. 
- Align international engagement strategy with observed perception patterns. 
7. Benchmarking and Peer Analysis
- Compare performance across subgroups or peer institutions. 
- Analyse interquartile range, minimum, maximum, and median nominations. 
- Examine common nominations with leading institutions for competitive insight or partnership opportunities. 
8. Building Dashboards
- Add widgets to custom dashboards for sharing with faculty, leadership, or other stakeholders. 
- Export as image or PDF for presentations. 
- Compare academic and employer reputation trends side by side. 
9. Using Rankings Data
- Academic reputation contributes 30% and employer reputation 15% to World University Rankings. 
- Use movement and percentile views to track changes over time. 
- Compare your institution to peers to understand unique trends or contextual patterns. 
