A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Expectations for supporting student engagement with learning analytics : an academic path perspective (2021)
Silvola, A., Näykki, P., Kaveri, A., & Muukkonen, H. (2021). Expectations for supporting student engagement with learning analytics : an academic path perspective. Computers and Education, 168, Article 104192. https://doi.org/10.1016/j.compedu.2021.104192
JYU-tekijät tai -toimittajat
Julkaisun tiedot
Julkaisun kaikki tekijät tai toimittajat: Silvola, Anni; Näykki, Piia; Kaveri, Anceli; Muukkonen, Hanni
Lehti tai sarja: Computers and Education
ISSN: 0360-1315
eISSN: 1873-782X
Julkaisuvuosi: 2021
Volyymi: 168
Artikkelinumero: 104192
Kustantaja: Elsevier
Julkaisumaa: Britannia
Julkaisun kieli: englanti
DOI: https://doi.org/10.1016/j.compedu.2021.104192
Julkaisun avoin saatavuus: Avoimesti saatavilla
Julkaisukanavan avoin saatavuus: Osittain avoin julkaisukanava
Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/74974
Tiivistelmä
There has been a growing interest in higher education to explore how learning analytics (LA) could be used to support student engagement. Providing actionable feedback with LA for students is an emerging area of research. Previous studies have commonly focused on course-level aspects of supporting engagement with LA, but students' perspectives have received limited attention. This study analyzed pre-service teachers’ needs and expectations for LA to support student engagement on the academic path level, which means observing the continuum of study periods and academic years. Qualitative content analysis was conducted for video-recorded student small-group conversations to analyze in-depth how pre-service teachers (N = 40) described their needs for support student engagement and expectations and ethical concerns for using LA tools. Students suggested that LA tools could support their engagement by mediating information between the student and institution, facilitating effective studying, increasing awareness about themselves as learners, providing help and support in different challenging situations, and working as a feedback channel to adapt the learning conditions according to their individual needs. The results of this study demonstrate how student needs are sometimes contradictory, for example when students suggest more possibilities for agentic choices on their studies, but similarly more institutional monitoring or their study progression. This offers insights to clarify specific objectives for supporting student engagement with LA.
YSO-asiasanat: opetusteknologia; korkeakouluopetus; oppimisalustat; ihmisen ja tietokoneen vuorovaikutus; palaute; datatiede
Vapaat asiasanat: oppimisanalytiikka
Liittyvät organisaatiot
Hankkeet, joissa julkaisu on tehty
- Opettajankouluttajien tunnetoimijuuden ja vuorovaikutusosaamisen vahvistaminen digitaalisissa ympäristöissä
- Näykki, Piia
- Opetus- ja kulttuuriministeriö
OKM-raportointi: Kyllä
Raportointivuosi: 2021
JUFO-taso: 3