Effects of technological interventions for self-regulation: a control experiment in learnersourcing

Hatim Lahza, Hassan Khosravi, Gianluca Demartini, Dragan Gasevic

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

7 Citations (Scopus)

Abstract

The benefits of incorporating scaffolds that promote strategies of self-regulated learning (SRL) to help student learning are widely studied and recognised in the literature. However, the best methods for incorporating them in educational technologies and empirical evidence about which scaffolds are most beneficial to students are still emerging. In this paper, we report our findings from conducting an in-the-field controlled experiment with 797 post-secondary students to evaluate the impact of incorporating scaffolds for promoting SRL strategies in the context of assisting students in creating novel content, also known as learnersourcing. The experiment had five conditions, including a control group that had access to none of the scaffolding strategies for creating content, three groups each having access to one of the scaffolding strategies (planning, externally-facilitated monitoring and self-assessing) and a group with access to all of the aforementioned scaffolds. The results revealed that the addition of the scaffolds for SRL strategies increased the complexity and effort required for creating content, were not positively assessed by learners and led to slight improvements in the quality of the generated content. We discuss the implications of our findings for incorporating SRL strategies in educational technologies.

Original languageEnglish
Title of host publicationLAK22 Conference Proceedings
EditorsHassan Khosravi, Abhinava Barthakur
Place of PublicationNew York NY USA
PublisherAssociation for Computing Machinery (ACM)
Pages542-548
Number of pages7
ISBN (Electronic)9781450395731
DOIs
Publication statusPublished - 2022
EventInternational Learning Analytics & Knowledge Conference 2022 - Online, United States of America
Duration: 21 Mar 202225 Mar 2022
Conference number: 12th
https://dl.acm.org/doi/proceedings/10.1145/3506860 (Proceedings)
https://www.solaresearch.org/events/lak/lak22/

Conference

ConferenceInternational Learning Analytics & Knowledge Conference 2022
Abbreviated titleLAK22
Country/TerritoryUnited States of America
Period21/03/2225/03/22
Internet address

Keywords

  • learnersourcing
  • metacognition
  • self-regulation
  • software-based scaffolding

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