Last Updated: January 25, 2026

Data Sources & Attribution

Last updated: January 25, 2026

Our Commitment to Academic Integrity

Kulturely is committed to proper attribution and respect for intellectual property. The cultural frameworks and dimensions referenced in our platform are based on peer-reviewed academic research, and we acknowledge the original researchers and their contributions to cross-cultural studies.

Primary Academic Frameworks

Hofstede's Cultural Dimensions Theory

Original Author: Geert Hofstede (1928-2020)

Primary Source: Hofstede, G. (1980). Culture's Consequences: International Differences in Work-Related Values. Beverly Hills, CA: Sage Publications.

Updated Edition: Hofstede, G., Hofstede, G.J., & Minkov, M. (2010). Cultures and Organizations: Software of the Mind (3rd ed.). New York: McGraw-Hill.

Dimensions Used: Power Distance (PDI), Individualism vs. Collectivism (IDV), Masculinity vs. Femininity (MAS), Uncertainty Avoidance (UAI), Long-Term vs. Short-Term Orientation (LTO), Indulgence vs. Restraint (IVR)

Usage Notice: Hofstede dimension scores referenced in Kulturely are based on publicly available research data from academic publications. Country scores are used for educational purposes under fair use provisions. For official data licensing, visit Hofstede Insights.

Trompenaars' Seven Dimensions of Culture

Original Authors: Fons Trompenaars & Charles Hampden-Turner

Primary Source: Trompenaars, F., & Hampden-Turner, C. (1997). Riding the Waves of Culture: Understanding Cultural Diversity in Business. London: Nicholas Brealey Publishing.

Dimensions Referenced: Universalism vs. Particularism, Individualism vs. Communitarianism, Neutral vs. Emotional, Specific vs. Diffuse, Achievement vs. Ascription, Sequential vs. Synchronic Time, Internal vs. External Control

Usage Notice: Trompenaars dimension classifications in Kulturely are interpretive summaries based on publicly available academic research. For official assessments and consulting, visit THT Consulting.

GLOBE Study (Global Leadership and Organizational Behavior Effectiveness)

Principal Investigator: Robert J. House

Primary Source: House, R.J., Hanges, P.J., Javidan, M., Dorfman, P.W., & Gupta, V. (2004). Culture, Leadership, and Organizations: The GLOBE Study of 62 Societies. Thousand Oaks, CA: Sage Publications.

Dimensions Referenced: Performance Orientation, Assertiveness, Future Orientation, Humane Orientation, Institutional Collectivism, In-Group Collectivism, Gender Egalitarianism, Power Distance, Uncertainty Avoidance

Usage Notice: GLOBE study findings are referenced for educational purposes. The GLOBE research project is a collaborative international effort. Visit GLOBE Project for official resources.

Hall's Cultural Context Theory

Original Author: Edward T. Hall (1914-2009)

Primary Sources:

  • Hall, E.T. (1959). The Silent Language. New York: Doubleday.
  • Hall, E.T. (1976). Beyond Culture. New York: Anchor Books.
  • Hall, E.T., & Hall, M.R. (1990). Understanding Cultural Differences. Yarmouth, ME: Intercultural Press.

Concepts Referenced: High-Context vs. Low-Context Communication, Monochronic vs. Polychronic Time, Proxemics (Space Relations)

Additional Academic References

Meyer, E. (2014). The Culture Map: Breaking Through the Invisible Boundaries of Global Business. New York: PublicAffairs.

Referenced for communication style frameworks and cross-cultural negotiation strategies.

Lewis, R.D. (2006). When Cultures Collide: Leading Across Cultures (3rd ed.). London: Nicholas Brealey Publishing.

Referenced for cultural behavior patterns and business etiquette protocols.

Livermore, D. (2015). Leading with Cultural Intelligence: The Real Secret to Success (2nd ed.). New York: AMACOM.

Referenced for CQ (Cultural Intelligence) assessment frameworks.

Brett, J.M. (2014). Negotiating Globally: How to Negotiate Deals, Resolve Disputes, and Make Decisions Across Cultural Boundaries (3rd ed.). San Francisco: Jossey-Bass.

Referenced for cross-cultural negotiation simulation scenarios.

Earley, P.C., & Ang, S. (2003). Cultural Intelligence: Individual Interactions Across Cultures. Stanford, CA: Stanford University Press.

Referenced for cultural intelligence assessment methodology.

Kulturely Proprietary Research

In addition to established academic frameworks, Kulturely has developed proprietary insights based on:

  • Practitioner Interviews: 500+ interviews with international business professionals, cultural consultants, and global executives
  • Case Study Analysis: Analysis of 200+ documented cross-cultural business cases
  • AI-Enhanced Pattern Recognition: Machine learning analysis of cultural communication patterns
  • Expert Validation Network: Review by cultural experts from 50+ countries
  • User Feedback Integration: Continuous refinement based on platform user experiences
Kulturely's proprietary insights, AI-generated content, simulation scenarios, and platform features are protected under copyright law.

Fair Use & Educational Purpose

Kulturely's use of cultural dimension data is based on the following principles:

  1. Educational Purpose: All cultural dimension references are used for educational and training purposes to help users develop cross-cultural competencies.
  2. Transformative Use: Kulturely transforms academic research into practical, actionable business intelligence through AI-powered analysis and simulation.
  3. Attribution: We provide clear attribution to original researchers and their published works.
  4. Non-Substitutive: Our platform does not replace the original academic publications but complements them with practical application tools.
  5. Public Domain Data: Many cultural dimension scores are publicly available through academic publications, government research, and educational institutions.

Content Sharing Guidelines

When sharing Kulturely content on social media or other platforms:

  • Cultural comparison results and insights may be shared for personal and professional educational purposes
  • Please attribute shared content to "Kulturely - Cultural Intelligence Platform"
  • Do not remove or obscure Kulturely branding from shared content
  • Commercial redistribution of Kulturely content requires written permission
  • Shared content should link back to the original Kulturely page when possible

Attribution Inquiries

For questions about data sources, licensing, or attribution, please contact us:

  • Email: legal@kulturely.com
  • Subject Line: Data Sources Inquiry
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