Interactive Tools

Browser-based companions to the frameworks and the cases. Nothing to install — each runs in a tab, and instructors are welcome to use them in class.

Research frameworks

Companion interactive apps to Yeah, Yeah, But… and Therefore, a manuscript in progress. Manuscript site →

Differences-in-InferencesThe three-model architecture — prior, novel, reconciled — as a working tool.Open → Contribution ArchitectureBuild and refine an Elster diagram.Open → Numerical NarrativesA companion app to the Numerical Narratives primer.Open →
Equity analytics
Equity AnalyticsAllocation and valuation as separable mechanisms.Open → COMPASAlgorithmic fairness and the cost of classification errors — companion to the Broward County case.Open → AutoNowCompanion to the Equitable Downsizing at AutoNow case.Open → UC OceanviewCompanion to the Building a Class at UC Oceanview case.Open →
Statistical insights
The $149 Fleece QuestionCulture versus demographics in willingness to pay. Two functionally identical jackets, 10,000 simulated respondents, and a fanning effect that only appears at the top of the income distribution.Open → Simpson’s ParadoxHow organization-level pay parity can conceal large, opposing unit-level disparities. Related case: The Quest for Gender Pay Equity at Elemental Systems (WDI Publishing).Open →

Guides & Downloads

The written guides behind the toolkit, free to use and to pass on to your own students.

Numerical Narratives Using descriptive statistics and visualizations to move readers from possible to plausible to probable. Read the primer → Framing Contributions: Abstract & Introduction The full written treatment of the six-sentence abstract and the introduction as an opening statement, for doctoral students and early-career organizational scientists. Read the guide →