- Research works
- 74 ▲ 90% vs 2013–17
- Citations
- 354 4.8 per fractional work
- Top-10% rate
- 0.0% record average 16.5%
- Open access
- 2% world 28%
Not ranked overall: Winkhaus (Germany) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 13.1×. Every wedge is a field page.
- Business, Management and Accounting 13.1×
- Decision Sciences 9.4×
- Economics, Econometrics and Finance 5.3×
- Mathematics 2.3×
- Arts and Humanities 1.1×
- Neuroscience 1.0×
- Psychology 0.9×
- Engineering 0.8×
- Social Sciences 0.8×
- Physics and Astronomy 0.2×
- Immunology and Microbiology 0.2×
- Medicine 0.2×
- Environmental Science 0.1×
- Health Professions 0.1×
Which keywords describe research at Winkhaus (Germany)?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Big Data, Sustainability, Supply Chain Management, E-commerce, Digital Transformation, Customer Experience, Sustainable Development and Predictive Analytics.
- Information Management
- Economic Development
- Marketing Strategies
- Data Mining
- Decision Making
- Emotion
- Business Intelligence
- Analytics
- Digital Twin
- Predictive Analytics
- Customer Experience
- E-commerce
- Sustainability
- Big Data
- Supply Chain Management
- Digital Transformation
- Sustainable Development
- Data Science
- Smart Manufacturing
- Artificial Intelligence
- Business Models
- Consumer Behavior
- Risk Aversion
- Organizational Resilience
- Retail Economics
- Competitive Intelligence
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 26 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 26 words, with their numbers
- Big Data10▲ 35×4 topics
- Sustainability7▲ 9.2×4 topics
- Supply Chain Management6▲ 22×2 topics
- E-commerce4▲ 25×3 topics
- Digital Transformation4▲ 25×3 topics
- Customer Experience4▲ 84×2 topics
- Sustainable Development4▲ 8.0×3 topics
- Predictive Analytics4▲ 105×2 topics
- Data Science3▲ 98×2 topics
- Digital Twin3▲ 78×1 topic
- Smart Manufacturing3▲ 119×1 topic
- Analytics3▲ 106×1 topic
- Artificial Intelligence3▲ 7.2×1 topic
- Business Intelligence3▲ 106×1 topic
- Business Models3▲ 140×1 topic
- Emotion3▲ 41×2 topics
- Consumer Behavior2▲ 13×5 topics
- Decision Making2▲ 24×1 topic
- Risk Aversion2▲ 402×1 topic
- Data Mining2▲ 6.6×2 topics
- Organizational Resilience2▲ 91×2 topics
- Marketing Strategies1▲ 44×1 topic
- Retail Economics1▲ 181×1 topic
- Economic Development1▲ 4.7×3 topics
- Competitive Intelligence1▲ 450×1 topic
- Information Management1▲ 135×1 topic
Which research topics does Winkhaus (Germany) publish most on?
By volume in 2022–2025: Digital Transformation in Industry, Digital Innovation in Industries, Big Data and Business Intelligence and Decision-Making and Behavioral Economics.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Digital Transformation in Industry Industrial and Manufacturing Engineering 3 works
- 2 Digital Innovation in Industries Management of Technology and Innovation 3 works
- 3 Big Data and Business Intelligence Management Information Systems 3 works
- 4 Decision-Making and Behavioral Economics General Decision Sciences 2 works
- 5 Consumer Market Behavior and Pricing Marketing 1 works
- 6 Competitive and Knowledge Intelligence Strategy and Management 1 works
- 7 Consumer Retail Behavior Studies Marketing 1 works
- 8 Art History and Market Analysis Visual Arts and Performing Arts 1 works
- 9 Economic Development and Digital Transformation General Economics, Econometrics and Finance 1 works
- 10 Psychology of Social Influence Sociology and Political Science 1 works
How open and international is its research?
Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 28% of research is openly available.
World: 19% is written across borders.
How has Winkhaus (Germany)'s research output changed?
Output in 2018–2022 was 90% higher than in 2013–2017.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Other research institutions in Telgte
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.