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The Study of Effectiveness of a Remote Patient Monitoring Program for Heart Failure Patients

机译:心力衰竭患者远程患者监测计划的有效性研究

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This research uses a Markov chain model to study Remote Patient Monitoring (RPM) program integrated into the heart failure disease care process. The model presents eight health states of a heart failure patient in the disease management process. These states are home/Post-Acute Care (PAC), doctor visit, Urgent Care (UC) visits, transfer from other health facility, Emergency Room (ER) visit, hospitalization, 30-day readmission, and death. The transition probabilities are obtained through a review of retrospective data for Massachusetts General Hospital (MGH) patients enrolled in the Connected Cardiac Care Program (CCCP) and their matched control patients. During the first month of the intervention, RPM decreased patient's transition probability to all states except for doctor visit and home/PAC compared to a control patient. During the four months of intervention and post intervention, an RPM patient had lower probability to be in the home/PAC and death states compared to that of a control patient, yet an RPM patient had an increased probability of visiting the doctor office, being hospitalized, and readmitted within a 30-day of a previous hospitalization event. This research indicates an RPM program's positive impact on managing the heart failure disease. However, further research is required to reach the optimal RPM process design.
机译:该研究使用Markov链模型研究综合入心力衰竭疾病护理过程的远程患者监测(RPM)程序。该模型在疾病管理过程中呈现了心力衰竭患者的八个健康状态。这些国家是家庭/后急性护理(PAC),医生访问,紧急护理(UC)访问,从其他卫生设施转移,急诊室(ER)访问,住院,30天的入院和死亡。通过对马萨诸塞州通用医院(MGH)患者的回顾性数据进行审查获得的过渡概率获得了登记的心脏护理程序(CCCP)及其匹配的对照患者。在干预的第一个月期间,除了医生访问和与对照患者相比,患者对所有国家的转型概率降低了患者的过渡概率。在干预和后期干预的四个月内,与对照患者相比,RPM患者在家庭/帕特和死亡国家的概率下降,然而RPM患者在住院后的审计办公室的概率增加了概率,并在先前住院活动的30天内提名。该研究表明RPM计划对管理心力衰竭疾病的积极影响。但是,需要进一步的研究来达到最佳的RPM工艺设计。

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