Cultural Intelligence · Expand Your Borders

Cultural Intelligence Foundations: Using Cluster Frameworks Without Stereotyping

Use cross-cultural cluster research and the four capabilities of cultural intelligence to prepare better questions, without mistaking group averages for individual people.

About 48 minutes, plus optional practice · 4 lessons · Voluntary learning

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Course outline

What cluster frameworks are and why the series uses them
Describe how the GLOBE research program grouped societies into ten cultural clusters.
12 minutes
Cultural intelligence: drive, knowledge, strategy and action
Define cultural intelligence as the capability to function effectively in culturally diverse situations.
12 minutes
The ecological fallacy: group averages do not predict individuals
Define the ecological fallacy in plain language.
12 minutes
Using clusters as hypotheses in everyday work
Plan how to turn a cluster pattern into a hypothesis and a question.
12 minutes

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What you’ll be able to do

Explore and practice

Describe how the GLOBE research program grouped societies into ten cultural clusters.
Define cultural intelligence as the capability to function effectively in culturally diverse situations.
Define the ecological fallacy in plain language.
Plan how to turn a cluster pattern into a hypothesis and a question.

What you can take into your work

Explain the distinction tested in each knowledge check.
Compare the responses to each fictional case and the reasons behind them.
Complete the course job aid for a situation you choose.

Write a short preparation note for one upcoming meeting or visit: your own default, one or two possible patterns to prepare for, the question you will ask to find out, and how you will adjust.

Cultural Intelligence Foundations: Using Cluster Frameworks Without Stereotyping: practice guide

A reusable guide for a situation you choose

Use cross-cultural cluster research and the four capabilities of cultural intelligence to prepare better questions, without mistaking group averages for individual people.

Use observable details rather than assigning motives.
Invite perspectives without requiring personal disclosure.
Keep learning separate from individual assessment or personnel decisions.

Write a short preparation note for one upcoming meeting or visit: your own default, one or two possible patterns to prepare for, the question you will ask to find out, and how you will adjust.

Before you use a cluster profile

Remember it describes averages for societies, based mostly on managers' responses.
Name your own default style first.
List reasons a specific person might not fit, such as migration, generation, faith, profession or disability.
Check whether the person's people or nation is covered at all; Tribal nations and peoples who live across borders are not.

Turn a pattern into a hypothesis

State the pattern as a tendency, not a fact about a person.
Prepare for a range of possible styles.
Ask or observe to find out, using questions you would ask anyone.
Revise, and do not carry one person's answer onto the next.

Guardrails

Never use a cluster profile in hiring, discipline, eligibility or service decisions.
Do not rate or label colleagues' cultural intelligence.
Use community briefs, partners and the people served as your main sources.
Use Tribal relations staff and consultation processes for work with Tribal nations.

Try the guide and revisit it

Write a short preparation note for one upcoming meeting or visit: your own default, one or two possible patterns to prepare for, the question you will ask to find out, and how you will adjust.
Think about an upcoming interaction with someone whose working style you do not yet know. What is your own default style, and how might it shape the meeting if you do not name it?

Participation and course completion in this program do not count toward DHS-required training credits unless management, a director, or DHS leadership expressly approves an exception.

Sources and further reading

Journal of World Business — Gupta, Hanges and Dorfman, Cultural clusters: methodology and findings (2002)
Source for the ten GLOBE societal clusters and the statistical validation of proposed groupings. Supports cluster names only; not a basis for describing individuals.
OpenStax (Rice University) — Principles of Management, The GLOBE Framework
Introductory summary of GLOBE's scope, about seventeen thousand managers in sixty-two societies, and its caution that relying solely on such frameworks can be misleading.
Cultural Intelligence Center — Frequently Asked Questions about CQ
Definition of cultural intelligence and the four capabilities of drive, knowledge, strategy and action, and the view that they can be developed. The program does not use the Center's commercial assessments.
Management and Organization Review — Ang, Van Dyne, Koh and colleagues, Cultural Intelligence: Its Measurement and Effects on Cultural Judgment and Decision Making, Cultural Adaptation and Task Performance (2007, author manuscript)
Academic research behind the four capabilities, reporting a twenty-item scale and links between different capabilities and different outcomes. Author-posted manuscript of the published article.
University of California, Berkeley, Department of Statistics — David A. Freedman, The Ecological Fallacy
Definition of the ecological fallacy as assuming group relationships hold for individuals, with classic examples. Supports the course's central caution.

All research and sources across the program

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Course outline

What cluster frameworks are and why the series uses them

Describe how the GLOBE research program grouped societies into ten cultural clusters.

12 minutes

Cultural intelligence: drive, knowledge, strategy and action

Define cultural intelligence as the capability to function effectively in culturally diverse situations.

12 minutes

The ecological fallacy: group averages do not predict individuals

Define the ecological fallacy in plain language.

12 minutes

Using clusters as hypotheses in everyday work

Plan how to turn a cluster pattern into a hypothesis and a question.

12 minutes

Sources and further reading

Journal of World Business — Gupta, Hanges and Dorfman, Cultural clusters: methodology and findings (2002)

Source for the ten GLOBE societal clusters and the statistical validation of proposed groupings. Supports cluster names only; not a basis for describing individuals.

OpenStax (Rice University) — Principles of Management, The GLOBE Framework

Introductory summary of GLOBE's scope, about seventeen thousand managers in sixty-two societies, and its caution that relying solely on such frameworks can be misleading.

Cultural Intelligence Center — Frequently Asked Questions about CQ

Definition of cultural intelligence and the four capabilities of drive, knowledge, strategy and action, and the view that they can be developed. The program does not use the Center's commercial assessments.

Management and Organization Review — Ang, Van Dyne, Koh and colleagues, Cultural Intelligence: Its Measurement and Effects on Cultural Judgment and Decision Making, Cultural Adaptation and Task Performance (2007, author manuscript)

Academic research behind the four capabilities, reporting a twenty-item scale and links between different capabilities and different outcomes. Author-posted manuscript of the published article.

University of California, Berkeley, Department of Statistics — David A. Freedman, The Ecological Fallacy

Definition of the ecological fallacy as assuming group relationships hold for individuals, with classic examples. Supports the course's central caution.