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{"title":"Improving schools’ setting and climate: what role for the National Operative Programme? Some empirical insights from a Learning Analytics perspective","authors":"Rosalba Manna, Samuele Calzone, Rocco Palumbo","doi":"10.20368/1971-8829/1135063","DOIUrl":null,"url":null,"abstract":"Although students are increasingly involved in extra learning activities aimed at enriching the attributes and the contents of conventional educational programmes, still little is known on the main implications of these initiatives. Embracing a Learning Analytics (LA) perspective, the article sheds light on the effects triggered by students’ involvement in innovative educational activities and learning processes co-financed by the Call no. 10862/2016 issued by the National Operative Programme (PON) 2014/2020. We implemented a three-step study design, which consisted of: 1) a descriptive analysis; 2) a principal component analysis; and 3) a discrete choice regression analysis. Our findings pointed out that educational activities and learning processes were especially effective in improving social relationships at school; moreover, they contributed in increasing the students’ willingness to expand their horizons. © 2019, Italian e-Learning Association. All rights reserved.","PeriodicalId":44748,"journal":{"name":"Journal of E-Learning and Knowledge Society","volume":null,"pages":null},"PeriodicalIF":0.7000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of E-Learning and Knowledge Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20368/1971-8829/1135063","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
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改善学校环境和气氛:国家执行方案的作用是什么?从学习分析角度的一些经验见解
虽然学生越来越多地参加旨在丰富传统教育方案的特点和内容的额外学习活动,但对这些倡议的主要影响所知甚少。本文采用学习分析(LA)的观点,揭示了学生参与创新教育活动和学习过程所引发的影响。2014/2020年国家执行计划(PON)发布的10862/2016。我们实施了一个三步研究设计,包括:1)描述性分析;2)主成分分析;3)离散选择回归分析。我们的研究结果指出,教育活动和学习过程在改善学校社会关系方面特别有效;此外,他们有助于提高学生扩大视野的意愿。©2019,意大利电子学习协会。版权所有。
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