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The role of ICT in addressing the challenges of age-related falls: a research agenda based on a systematic mapping of the literature

机译:ICT在应对与年龄有关的跌倒挑战中的作用:基于文献系统绘制的研究议程

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摘要

Fall risk and fall-related injuries increase with age. With an aging population, we need to have a better understanding of what solutions can help us cope with age-related falls. Ambient and ubiquitous fall technologies engage a large research community. We wanted to map research that has been done, technology that is developed and/or applied, current major research topics, and the current knowledge gaps. We employed the systematic mapping study approach. We searched systematically for available literature where modern ICT was developed or applied. A total of 1017 relevant abstracts were analyzed based on a number of criteria such as type of intervention (e.g., fall detection), type of technology (e.g., accelerom-eters), type of research contributions (e.g., proof of concepts, field trial results), focus of the solution (e.g., accuracy, privacy) etc. Our findings show that existing research is largely in a proof-of-concept phase. A large variety of technology is used. Component requirements are in focus, while system requirements related to real-world deployment are seldom addressed. The focus is on monitoring and data collection, while systems for empowering users are less frequent. Fall detection is by far the largest intervention type, while preventive interventions are less frequent. We have four recommendations based on our findings: (1) more research is needed to develop ICT-based preventive and corrective interventions; (2) more research is needed to develop ICT for empowering users; (3) more research is needed to integrate component technologies into future deployable service models; and (4) more research is needed to evaluate solutions in real-world settings.
机译:跌倒风险和与跌倒相关的伤害会随着年龄的增长而增加。随着人口老龄化,我们需要更好地了解哪些解决方案可以帮助我们应对与年龄有关的跌倒。周围无处不在的跌落技术吸引了大型研究团体的参与。我们想绘制已经完成的研究,已开发和/或应用的技术,当前的主要研究主题以及当前的知识差距。我们采用了系统的制图研究方法。我们系统地搜索了开发或应用现代ICT的可用文献。根据许多标准,共分析了1017个相关摘要,例如干预类型(例如跌倒检测),技术类型(例如加速计),研究贡献类型(例如概念验证,现场试验)结果),解决方案的重点(例如准确性,私密性等)。我们的发现表明,现有研究主要处于概念验证阶段。使用了各种各样的技术。重点关注组件要求,而很少涉及与实际部署相关的系统要求。重点是监视和数据收集,而用于授权用户的系统则不那么频繁。跌倒检测是迄今为止最大的干预类型,而预防性干预的频率则较低。基于我们的发现,我们有四个建议:(1)需要更多的研究来开发基于ICT的预防和纠正措施; (2)需要开展更多的研究来发展信息通信技术以增强用户能力; (3)需要进行更多的研究以将组件技术集成到将来的可部署服务模型中; (4)需要更多的研究来评估实际环境中的解决方案。

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