The partial adoption trap: Coordination failure, trust, and cultural lock-in in health AI adoption (opens in new tab)

Health artificial intelligence (AI) adoption presents a paradox: point-solution tools diffuse readily through clinical populations, yet system-change AI, which carries the greatest potential for pathway-level transformation, consistently stalls at partial adoption. An evolutionary game theoretic model is developed to explain this pattern. Doctors choose among three strategies: genuine adoption, partial adoption, and rejection, where genuine adop...