Strategies to improve workout adherence include setting SMART goals (Specific, Measurable, Achievable, Relevant, Time-bound), creating a structured routine, and finding enjoyable activities that maintain interest. Accountability through workout partners or personal trainers can provide motivation, while tracking progress can build confidence. Additionally, incorporating variety in workouts and rewarding achievements can foster long-term commitment to a fitness regimen.