Highlights
Lifestyle interventions increase physical activity and reduce diabetes risk variably across prediabetes phenotypes.
Individuals with impaired glucose tolerance and combined IFG+IGT show greater physical activity gains than those with isolated IFG.
Structured group-based interventions with goal setting effectively enhance step counts, particularly in IGT and IFG+IGT groups.
Emerging digital and AI-driven interventions provide scalable alternatives with comparable efficacy in improving activity and metabolic outcomes.
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