Short answer: Use the GLOBE Project because global AI ethics governance needs a contemporary, multi-dimensional framework that maps current regional practices and aspirational ethical values at the same time.
SHRM-SCP Walkthrough: Why the GLOBE Project Fits Global AI Ethics Governance
A CHRO needs a cultural framework before drafting a global AI ethics policy. The answer is not the model everyone can name first. It is the framework that can hold global consistency, local adaptability, current practice, and aspirational ethics at the same time.
By Michael D. Penn, SPHR SHRM-SCP · June 24, 2026
Author Expertise
Written and reviewed by Michael D. Penn, SHRM-SCP, SPHR, founder of CriticalThink HR. Michael earned all five major HR certifications in under two years and built CriticalThink HR from direct exam-prep, candidate-support, enterprise systems, and AI product work.
Short Answer
The best answer is the GLOBE Project. A global AI ethics policy has to handle transparency, fairness, and accountability across regions without forcing every culture into the same operating assumptions.
The SHRM-SCP answer is Option A because GLOBE gives the CHRO a strategic way to compare what cultures currently practice with what the organization believes should be true. That practices-versus-values gap is exactly where global AI governance has to work.
- Audience
- SHRM-SCP candidates and senior HR leaders designing global AI governance, ethics, and cross-cultural policy frameworks.
- Outcome
- A defensible framework-selection rule for enterprise AI ethics policy that balances global consistency with local adaptability.
Key Takeaways
This scenario is not testing whether you recognize cultural frameworks. It is testing whether you can match the framework to the complexity of the enterprise risk.
- Do not default to the most familiar model when the challenge is novel, global, and ethically sensitive.
- GLOBE's practices-versus-values distinction helps HR map current cultural reality and set aspirational ethical direction.
- Hofstede, Trompenaars, and Hall all have value, but each is weaker as the foundational framework for enterprise AI ethics policy design.
The Scenario
The Options
A CHRO is selecting a foundational cultural framework to guide a global AI ethics and governance policy that must be globally consistent and locally adaptable. Which theoretical approach offers the most strategically advantageous framework for navigating cross-cultural ethical dilemmas related to AI transparency, fairness, and accountability?
A. Use the GLOBE Project - Defensible answer
Utilize the GLOBE Project's nine cultural dimensions, including its distinction between cultural practices and cultural values, as the foundation for enterprise-level AI ethics governance.
B. Apply Hofstede's six dimensions
Use Hofstede's original six cultural dimensions as the primary framework because it is widely recognized and provides a stable baseline for national cultural differences.
C. Use Trompenaars and Hampden-Turner
Focus on Universalism versus Particularism and related dimensions to resolve cross-cultural dilemmas during policy implementation.
D. Adopt Hall's high-context/low-context theory
Use high-context and low-context communication as the central organizing principle for adapting AI ethics communication and enforcement.
The Defensible Answer
The most defensible action is Option A: use the GLOBE Project because it is the most comprehensive and contemporary framework for mapping current cultural practices against aspirational ethical values in global AI governance.
CriticalThink HR™ is not affiliated with or endorsed by SHRM. SHRM is a registered trademark of the Society for Human Resource Management. This article is educational and is not legal advice.
What this question is really testing
This is a strategic framework-selection question. The technology matters, but the decision being tested is earlier than tool use or policy drafting. HR has to choose the lens that will shape every downstream rule.
At the SHRM-SCP level, the stronger answer is not the framework with the most name recognition. It is the framework that can carry the complexity of global consistency, local adaptability, AI fairness, transparency, accountability, and cultural aspiration.
Why the GLOBE Project wins
GLOBE gives the CHRO a richer foundation than a single-axis or older cultural model. Its nine dimensions are designed for organizational complexity, and its practices-versus-values distinction is built for strategic transformation.
Current reality
Cultural practices show how a region currently operates, including norms around authority, accountability, performance, and stakeholder expectations.
Aspirational ethics
Cultural values show what people believe should be true, giving HR a way to shape an ethical target state instead of only documenting the current state.
Enterprise scalability
Nine dimensions give the policy team more room to address AI transparency, fairness, and accountability without flattening cultural complexity.
Why the tempting answers fail
Hofstede is the familiarity trap
Hofstede is foundational and useful, but this scenario requires a more contemporary and nuanced model for a novel, ethically sensitive enterprise policy.
Trompenaars is the sequence trap
Trompenaars can help during implementation and training, but the CHRO is still choosing the policy foundation. Tactical dilemma resolution comes later.
Hall is the simplification trap
High-context and low-context communication matters, but it is too narrow to govern the full AI ethics landscape across global regions.
The reusable decision rule
When the challenge is novel, high-stakes, and global, select the framework that matches the complexity of the problem. Familiarity is not a qualification. Comprehensiveness, contemporary relevance, and the ability to bridge current reality with aspirational standards are the qualifications.
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Frequently asked questions
Why is the GLOBE Project the strongest framework for global AI ethics governance?
The GLOBE Project is strongest because it offers nine cultural dimensions and separates cultural practices, or what is, from cultural values, or what should be. That lets HR map current regional realities while building an aspirational AI ethics standard.
Why is Hofstede not the best answer for this SHRM-SCP scenario?
Hofstede is familiar and foundational, but this question requires a contemporary, multi-dimensional framework for a novel enterprise governance challenge. Familiarity is not the same as strategic fit.
When would Trompenaars and Hampden-Turner be useful instead?
Trompenaars and Hampden-Turner can be useful during implementation, especially for training managers to resolve specific cross-cultural dilemmas. The question asks for a foundational framework to guide policy development, which is earlier and more strategic.
Why is Hall high-context versus low-context theory too narrow here?
Hall is useful for communication style, but reducing global AI fairness, transparency, and accountability to one communication dimension oversimplifies the enterprise risk.
What SHRM-SCP competency does this question test?
The question tests Inclusive Mindset, especially operating in a global environment, with secondary emphasis on global mindset and cross-cultural leadership.
Disclaimer: CriticalThink HR™ is not affiliated with or endorsed by SHRM. SHRM, SHRM-CP, and SHRM-SCP are registered trademarks of the Society for Human Resource Management. This walkthrough is for educational purposes only and does not provide legal advice.
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