Lars de Vreugd , Renée Jansen , Anouschka van Leeuwen , Marieke van der Schaaf
{"title":"参考框架在使用学习分析仪表板生成学习者内部反馈中的作用","authors":"Lars de Vreugd , Renée Jansen , Anouschka van Leeuwen , Marieke van der Schaaf","doi":"10.1016/j.stueduc.2023.101303","DOIUrl":null,"url":null,"abstract":"<div><p>Being able to self-regulate can positively impact learners’ academic achievement. An inherent catalyst of Self-Regulated Learning (SRL) is internal feedback, the new knowledge which is generated when comparing current knowledge against reference information. Learners may not always generate internal feedback, hampering further SRL. Supporting SRL can be done with a Learning Analytics Dashboard (LAD), in which reference frames allow for comparisons and facilitate internal feedback generation. This study explores internal feedback generation using a LAD and the effect of reference frame availability. A multiple method design examined the interplay of reference frames, comparison processes, internal feedback generation and preparatory activities engagement. Differences between three conditions were explored using Bain ANOVA’s. Results showed that reference frames almost exclude other external comparators and are used in parallel with an internal comparator. A peer reference frame leads to most verbalizations of internal feedback, and potentially to most verbalizations of preparatory activities.</p></div>","PeriodicalId":47539,"journal":{"name":"Studies in Educational Evaluation","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The role of reference frames in learners’ internal feedback generation with a learning analytics dashboard\",\"authors\":\"Lars de Vreugd , Renée Jansen , Anouschka van Leeuwen , Marieke van der Schaaf\",\"doi\":\"10.1016/j.stueduc.2023.101303\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Being able to self-regulate can positively impact learners’ academic achievement. An inherent catalyst of Self-Regulated Learning (SRL) is internal feedback, the new knowledge which is generated when comparing current knowledge against reference information. Learners may not always generate internal feedback, hampering further SRL. Supporting SRL can be done with a Learning Analytics Dashboard (LAD), in which reference frames allow for comparisons and facilitate internal feedback generation. This study explores internal feedback generation using a LAD and the effect of reference frame availability. A multiple method design examined the interplay of reference frames, comparison processes, internal feedback generation and preparatory activities engagement. Differences between three conditions were explored using Bain ANOVA’s. Results showed that reference frames almost exclude other external comparators and are used in parallel with an internal comparator. A peer reference frame leads to most verbalizations of internal feedback, and potentially to most verbalizations of preparatory activities.</p></div>\",\"PeriodicalId\":47539,\"journal\":{\"name\":\"Studies in Educational Evaluation\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2023-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Studies in Educational Evaluation\",\"FirstCategoryId\":\"95\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0191491X2300069X\",\"RegionNum\":2,\"RegionCategory\":\"教育学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Studies in Educational Evaluation","FirstCategoryId":"95","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0191491X2300069X","RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
The role of reference frames in learners’ internal feedback generation with a learning analytics dashboard
Being able to self-regulate can positively impact learners’ academic achievement. An inherent catalyst of Self-Regulated Learning (SRL) is internal feedback, the new knowledge which is generated when comparing current knowledge against reference information. Learners may not always generate internal feedback, hampering further SRL. Supporting SRL can be done with a Learning Analytics Dashboard (LAD), in which reference frames allow for comparisons and facilitate internal feedback generation. This study explores internal feedback generation using a LAD and the effect of reference frame availability. A multiple method design examined the interplay of reference frames, comparison processes, internal feedback generation and preparatory activities engagement. Differences between three conditions were explored using Bain ANOVA’s. Results showed that reference frames almost exclude other external comparators and are used in parallel with an internal comparator. A peer reference frame leads to most verbalizations of internal feedback, and potentially to most verbalizations of preparatory activities.
期刊介绍:
Studies in Educational Evaluation publishes original reports of evaluation studies. Four types of articles are published by the journal: (a) Empirical evaluation studies representing evaluation practice in educational systems around the world; (b) Theoretical reflections and empirical studies related to issues involved in the evaluation of educational programs, educational institutions, educational personnel and student assessment; (c) Articles summarizing the state-of-the-art concerning specific topics in evaluation in general or in a particular country or group of countries; (d) Book reviews and brief abstracts of evaluation studies.