How to Systematically Evaluate and Select a Home Caregiver: A Structured Framework

A technical guide to one of the most consequential decisions families face Finding the right caregiver for a family member isn't just an emotional process — it's a structured evaluation problem with real-world consequences. Poor matching leads to high turnover, care gaps, and risk for vulnerable individuals. Done well, it resembles a rigorous hiring pipeline with domain-specific constraints. This guide breaks down the caregiver selection process into a repeatable, auditable framework — useful whether you're building a decision process from scratch or helping someone else navigate it systematically. Context: Canada's home care system supports over 1.4 million clients annually, with seniors 65+ representing 68% of recipients. Nearly 1 in 4 Canadians aged 15+ provides informal care. The demand is enormous — and the variance in caregiver quality is equally large. The Core Problem: Matching Under Uncertainty Think of caregiver selection as a constrained matching problem : match(caregiver, c