Where Theory Meets Reality
Real companies. Named academic frameworks. Specific numbers. Each article shows what the framework predicted, what actually happened, and what you can use Monday morning.
How Spotify Scaled Engineering Across 4 Countries — Through Dowling's IHRM Lens
Spotify spent 2.3x more relocating Stockholm engineers than hiring locally. Dowling's staffing model predicted exactly why.
Read case studyDeel vs Remote vs Oyster: Evaluated Through an Academic Control-Flexibility-Cost Framework
No affiliate bias. No vendor sponsorship. Just academic evaluation criteria applied to a real buying decision.
Read case studyGitLab's Radical Transparency Meets High-Context Cultures: A Culture Map Case Study
What happens when a 2,000-page handbook meets cultures where directness is considered rude? Meyer's framework predicted the friction.
Read case studyWhen a 200-Person Company Built Its First International HR Function
The gap between 'personnel administration' and 'strategic HR partner' cost this company $340K during international expansion.
Read case studyContractor Misclassification in the Netherlands: What Filsinger's Framework Predicted
The Dutch Wet DBA crackdown caught dozens of companies. Filsinger's risk classification model identified exactly which ones were vulnerable.
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