Power Asymmetry
Unbalanced authority dynamics. Managers control promotions, assignments, and reviews. Employees, especially diverse employees, have limited bargaining power. "Cultural fit" becomes subjective judgment by those in power.
01 / Framework
The Four Prerequisites Explained
When these four conditions exist simultaneously, failure rates reach 60-80% regardless of individual talent, effort, or intent. Individual excellence cannot overcome systemic dysfunction.
Cultural Framework Mismatch
Western organizational systems assume individual autonomy and nuclear family structures, conflicting with collectivist cultural realities. Policies assume employees can "focus on themselves," ignoring extended family obligations.
High Stakes Environment
Career-defining consequences with minimal margin for error. Promotions are rare, layoffs common. Diverse employees feel they cannot make mistakes, cannot be authentic, and must be "twice as good" to get half the recognition.
No Cultural Intelligence
Lack of systems, training, or infrastructure to bridge cultural differences. Managers are untrained in cultural communication styles. DEI exists on paper, not in practice. Good intentions mean nothing without bridges.
02 / Risk Lenses
Beyond a Single "Ism"
The analyzer examines multiple forms of structural and cultural risk. These are analytical lenses, not automatic findings. The tool separates documented evidence from reported experience, inference, and hypothesis.
Racism
Sexism
Ageism
Ableism
Classism
Ethnocentrism
Xenophobia
Linguistic bias
Religious bias
Colorism
Nepotism
Cronyism
Elitism
Cultural exclusion
Power asymmetry
Retaliation risk
Institutional opacity
Network bias
Prestige bias
"Culture fit" bias
03 / Evidence Hierarchy
Making Uncertainty Visible
A credible analyzer must separate fact from assumption. Every finding is tagged with an evidence status to prevent hiding behind a single, misleading score.
Documented Evidence
Information directly supported by a policy, record, process description, quantitative dataset, or other supplied evidence.
Reported Experience
What a participant says they experienced. Important evidence, but distinct from independently verified fact.
Inference
A reasoned interpretation derived from available evidence. It must remain traceable to the inputs.
Hypothesis
A plausible explanation requiring further investigation. Not treated as fact.
Missing Information
The specific data required to increase confidence or distinguish between competing explanations.
Action Map
Specific questions, safeguards, documents, or investigations that could reduce uncertainty or address an identified mechanism.
04 / Before You Read Your Score
Model Assumptions & Limitations
A risk score compresses something complicated into one number. Read this before you act on one — it explains what the number is built from, what it isn't, and where it could be wrong.
A structured hypothesis, not a measurement
The Four Prerequisites model organizes what to look for when systemic cultural failure is likely. It has not been independently validated against outcome data. Treat a score as a structured, informed estimate, not a laboratory measurement with known error bars.
Illustrative figures, not cited findings
Failure-rate ranges, turnover multipliers, and financial estimates shown in this framework are illustrative model assumptions used to make the reasoning concrete, not statistics drawn from a specific published study. Where external research is cited, the source is named. Elsewhere, treat a figure as a reasoned starting point for your own data, not a citation to hand to someone else as fact.
Self-reported answers, not verified evidence
A score is built from what an assessment is told: yes/no answers and estimates of workplace conditions. It does not independently verify anything. Two organizations with identical scores can have very different actual risk. Treat a score as a prompt for investigation, not a substitute for it.
Built primarily on a Western-binary cultural lens
Cultural Framework Mismatch is currently anchored mainly on an individualist-versus-collectivist axis. It does not yet separately weigh relational governance versus rule-bound administration, the cost of linguistic code-switching, or communal and extended-family obligations common across Southern African and other Global South contexts. Organizations operating in these contexts may find their actual mismatch risk understated by this version.
Not a diagnosis, not a legal opinion
This tool does not diagnose an organization, an individual, or a specific employee departure. It is not legal advice, and a score is not evidence of discrimination or its absence in any legal sense. A score should never be the basis for a decision about a named individual's employment, promotion, or performance rating.
Local-first, but not automatically secure
Responses are processed and stored on your own device by default; nothing is sent anywhere unless you choose to export or share it. That protects you from us, but not from anyone else with access to the same device. On a shared or monitored computer, local storage is not confidential storage.
Honesty Note
The Cultural Risk Analyzer is a working diagnostic framework — a fully specified way of reasoning about systemic cultural failure, not yet a field-validated instrument. Its headline figures are illustrative model assumptions, not findings from a specific cited study. We publish it because a clearly reasoned framework, honest about what it hasn't yet proven, is more useful than a polished score that overstates its own certainty. We intend to pilot this against real organizational outcomes and revise the model as we learn where it holds and where it doesn't.