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Retrospective predictive modeling analyzes claim costs in older Indonesians, suggesting improved health management strategies.
XGBoost provides reliable predictions of claim costs among older adults, capturing clinical, utilization, and structural drivers. These findings can inform targeted interventions, improve chronic disease management, optimize the referral system, and support integration of predictive tools into JKN to enhance responsiveness and promote sustainable, equitable financing.
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Mahwati et al. (2026) studied this question.
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