通过改变欧洲25所K-12学校的行为,对节能和可持续发展意识进行大规模物联网干预的结果

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Georgios Mylonas;Dimitrios Amaxilatis;Federica Paganelli;Ioannis Chatzigiannakis;Pavlos Koulouris;Yelizaveta Falkouskaya;Panos Markopoulos
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引用次数: 0

摘要

不断发展的气候危机导致全球对提高可持续发展意识和实现节能的兴趣日益浓厚。在教育环境中采取了若干干预措施,目的是动员较年轻的受众实现这些目标。然而,迄今为止开展的大多数干预措施都是基于可能工具的一个子集(例如,物联网监测和游戏化),并提供“全有或全无”的方法,这些方法不能很好地应对学校的独特性以及使干预措施适应特定环境(例如学校规模、建筑、课程和教师参与)的需要。我们在欧洲的25所学校建筑中进行了为期两年的大规模干预。我们的干预措施是基于在学校安装一个相对低成本的物联网基础设施,从所涉及的学校建筑中产生实时能源相关数据,并以灵活和可定制的方式将教育活动、监控工具、游戏化和竞争相结合的策略应用,以激励行为改变并实现节能。总体而言,2983名学生和204名教育工作者直接参与了不同程度的参与。我们的研究结果表明,在大多数参与的学校中,短期能源节约的总体结果是积极的,最终用户可能影响的能源平均减少了20%-25%,并且在学生自我报告良好或非常好的可持续性意识干预后,增加了32.9%。这些发现表明,如果设计和实施得当,这些干预措施可以成为教育年轻学生可持续发展和可持续学校的重要一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Results From a Large-Scale IoT-Based Intervention for Energy Saving and Sustainability Awareness via Behavior Change in 25 K-12 Schools in Europe
The unfolding climate crisis has resulted in a rising interest for increasing sustainability awareness and achieving energy savings worldwide. Several interventions within educational environments have been aimed at mobilizing younger audiences toward such goals. However, most of the interventions carried out so far are based on a subset of possible tools (e.g., IoT monitoring and gamification) and offer “all or nothing” approaches, which do not cope well with the uniqueness of schools and the need to adapt interventions to specific contexts (e.g. school size, building, curriculum, and teacher involvement). We present a large-scale intervention in 25 school buildings in Europe over the course of two school years. Our intervention was based on the installation of a relatively low-cost IoT infrastructure in schools, that produced real-time energy-related data from the school buildings involved, and the application of a strategy combining, in a flexible and customizable way, educational activities, monitoring tools, gamification, and competition to motivate behavior change and achieve energy savings. Overall, 2983 students and 204 educators were directly involved to a variable degree of participation. Our results indicate a positive overall result in terms of short-term energy savings in most schools involved, with an average reduction of 20%–25% in the energy that could be affected by end-users, as well as a 32.9% increase after the intervention in students self-reporting good or very good sustainability awareness. These findings suggest that such interventions can be a valuable step toward educating young students regarding sustainability and toward sustainable schools, if designed and implemented properly.
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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