虚拟个人健康教练:技术和数据分析联合起来破坏预防性健康

C. Hoof
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引用次数: 2

摘要

Imec推出了一项虚拟个人健康教练研究计划,该计划结合了可穿戴技术和数据科学,为管理积极的生活方式、管理压力和戒烟提供新的教练方法,旨在对预防性健康产生重大影响,并减少未来慢性病的发病率。在美国、欧盟和经合组织国家,慢性病目前占所有医疗保健费用的70%至85%。这些慢性病中近一半与生活方式和行为有关,因此原则上是可以预防的。与此同时,通过观察青少年和成年人的行为统计数据,我们正在创造下一代慢性病患者。三分之一的青少年和一半的成年人不够活跃(就有氧运动和体育活动而言)。近四分之三的人没有达到建议的肌肉增强体力活动目标。我们摄入了过多的钠(这会增加我们患高血压的风险)。近25%(40%)的成年人表示,他们每天吃蔬菜(水果)少于一次。大约19%的成年人仍在吸烟,电子烟的数量也在上升。所有与酒精有关的死亡中有一半是由于酗酒。不健康的行为导致高血压和高低密度脂蛋白胆固醇,这是心脏病和中风的危险因素。因此,应大力开展预防性保健工作,并注重维持或恢复健康的生活方式。消费类可穿戴设备已经瞄准了改变我们的行为,最明显的是健身,在某种程度上还有饮食。然而,由于改变行为是如此困难,提供平均建议的通用智能手机应用程序不被用户接受,而且积极的结果有限。如果可穿戴设备能够学习我们的习惯,并能够捕捉到不良行为的诱因,它们就可以在正确的时间提供正确的积极建议。这样做,他们就能像私人教练一样产生同样的影响和高质量的结果,私人教练会了解我们的行为,激励我们并提供量身定制的个性化建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The virtual personal health coach: Technology and data analytics join forces to disrupt preventive health
Imec has launched a virtual personal health coach research program which combines wearable technology and data sciences for providing new coaching methodologies towards managing an active lifestyle, managing stress, and smoking cessation, with the ambition to have a big impact on preventive health and reduce the future incidence of chronic disease. Chronic diseases currently account for 70 to 85% of all healthcare costs in US, EU and OECD countries. Nearly half of these chronic diseases are linked to lifestyle and behavior and are therefore in principle preventable. At the same time we are creating a next generation of chronic patients when looking at behavioral statistics of adolescents and adults. A third of all adolescents and half of all adults are not sufficiently active (in terms of aerobic exercise and physical activity). Nearly three quarters does not meet the recommended targets for muscle-strengthening physical activity. We consume too much sodium (which increases our risk of hypertension). Nearly 25% (40%) of adults said they ate vegetables (fruit) less than once a day. Approximately 19% of all adults still smokes cigarettes and e-cigarettes are on the rise. Half of all alcohol-related deaths are due to binge drinking. Unhealthy behavior leads to high blood pressure and high LDL cholesterol which are risk factors for heart disease and stroke. A major effort should therefore be devoted to preventive health and focus on maintaining or restoring a healthy lifestyle. Consumer wearables are already aiming to address our behavior, most notably fitness, and to some extent diet. However, since changing behavior is so difficult, generic smartphone apps providing averaged advice are not well accepted by users and have limited positive outcomes. If wearables were to learn our habits, and were able to capture triggers towards bad behavior, they could provide the right positive advice at the right time. Doing so, they could have the same impact and high-quality result as a personal coach who learns our behavior, what motivates us and gives tailored personalized advice.
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