TY - JOUR AU - Takura, Tomoyuki AU - Hirano Goto, Keiko AU - Honda, Asao PY - 2021 DA - 2021/01/08 TI - Development of a predictive model for integrated medical and long-term care resource consumption based on health behaviour: application of healthcare big data of patients with circulatory diseases JO - BMC Medicine SP - 15 VL - 19 IS - 1 AB - Medical costs and the burden associated with cardiovascular disease are on the rise. Therefore, to improve the overall economy and quality assessment of the healthcare system, we developed a predictive model of integrated healthcare resource consumption (Adherence Score for Healthcare Resource Outcome, ASHRO) that incorporates patient health behaviours, and examined its association with clinical outcomes. SN - 1741-7015 UR - https://doi.org/10.1186/s12916-020-01874-6 DO - 10.1186/s12916-020-01874-6 ID - Takura2021 ER -