Early detection ofdropout factors in vocational education: A large-scale case study from Finland

Sonsoles López-Pernas; Riina Kleimola; Sanna Väisänen; Laura Hirsto

Early detection ofdropout factors in vocational education: A large-scale case study from Finland

Sonsoles López-Pernas, Riina Kleimola, Sanna Väisänen, Laura Hirsto

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022)
Editors	Laura Hirsto, Sonsoles López-Pernas, Mohammed Saqr, Erkko Sointu, Teemu Valtonen, Sanna Väisänen
Number of pages	7
Publisher	CEUR Workshop Proceedings
Publication date	2023
Edition	3383
Pages	44-50
Article number	8117
Publication status	Published - 2023
Externally published	Yes
MoE publication type	A4 Article in conference proceedings

Publication series

Name	CEUR Workshop Proceedings, CEUR-WS.org
Volume	3383
ISSN (Electronic)	1613-0073

Access to Document

https://ceur-ws.org/Vol-3383/FLAIEC22_paper_8117.pdfLicence: CC BY

OAHOT: Utilization of learning analytics in the various educational levels and contexts for supporting self-regulated learning (OAHOT)
Hirsto, L. (Project manager)
01/01/2020 → 30/11/2022
Project: Research project

Cite this

López-Pernas, S., Kleimola, R., Väisänen, S., & Hirsto, L. (2023). Early detection ofdropout factors in vocational education: A large-scale case study from Finland. In L. Hirsto, S. López-Pernas, M. Saqr, E. Sointu, T. Valtonen, & S. Väisänen (Eds.), FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022) (3383 ed., pp. 44-50). Article 8117 (CEUR Workshop Proceedings, CEUR-WS.org; Vol. 3383). CEUR Workshop Proceedings. https://ceur-ws.org/Vol-3383/FLAIEC22_paper_8117.pdf

López-Pernas, Sonsoles ; Kleimola, Riina ; Väisänen, Sanna et al. / Early detection ofdropout factors in vocational education: A large-scale case study from Finland. FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022). editor / Laura Hirsto ; Sonsoles López-Pernas ; Mohammed Saqr ; Erkko Sointu ; Teemu Valtonen ; Sanna Väisänen. 3383. ed. CEUR Workshop Proceedings, 2023. pp. 44-50 (CEUR Workshop Proceedings, CEUR-WS.org).

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year = "2023",

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series = "CEUR Workshop Proceedings, CEUR-WS.org",

publisher = "CEUR Workshop Proceedings",

pages = "44--50",

editor = "Laura Hirsto and Sonsoles L{\'o}pez-Pernas and Mohammed Saqr and Erkko Sointu and Teemu Valtonen and Sanna V{\"a}is{\"a}nen",

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López-Pernas, S, Kleimola, R, Väisänen, S & Hirsto, L 2023, Early detection ofdropout factors in vocational education: A large-scale case study from Finland. in L Hirsto, S López-Pernas, M Saqr, E Sointu, T Valtonen & S Väisänen (eds), FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022). 3383 edn, 8117, CEUR Workshop Proceedings, CEUR-WS.org, vol. 3383, CEUR Workshop Proceedings, pp. 44-50. <https://ceur-ws.org/Vol-3383/FLAIEC22_paper_8117.pdf>

Early detection ofdropout factors in vocational education: A large-scale case study from Finland. / López-Pernas, Sonsoles; Kleimola, Riina; Väisänen, Sanna et al.
FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022). ed. / Laura Hirsto; Sonsoles López-Pernas; Mohammed Saqr; Erkko Sointu; Teemu Valtonen; Sanna Väisänen. 3383. ed. CEUR Workshop Proceedings, 2023. p. 44-50 8117 (CEUR Workshop Proceedings, CEUR-WS.org; Vol. 3383).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Early detection ofdropout factors in vocational education: A large-scale case study from Finland

AU - López-Pernas, Sonsoles

AU - Kleimola, Riina

AU - Väisänen, Sanna

AU - Hirsto, Laura

PY - 2023

Y1 - 2023

M3 - Conference contribution

T3 - CEUR Workshop Proceedings, CEUR-WS.org

SP - 44

EP - 50

BT - FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022)

A2 - Hirsto, Laura

A2 - López-Pernas, Sonsoles

A2 - Saqr, Mohammed

A2 - Sointu, Erkko

A2 - Valtonen, Teemu

A2 - Väisänen, Sanna

PB - CEUR Workshop Proceedings

ER -

López-Pernas S, Kleimola R, Väisänen S, Hirsto L. Early detection ofdropout factors in vocational education: A large-scale case study from Finland. In Hirsto L, López-Pernas S, Saqr M, Sointu E, Valtonen T, Väisänen S, editors, FLAIEC 2022 : Finnish Learning Analytics and Artificial Intelligence in Education Conference 2022. Proceedings of the 1st Finnish Learning Analytics and Artificial Intelligence in Education Conference (FLAIEC 2022). 3383 ed. CEUR Workshop Proceedings. 2023. p. 44-50. 8117. (CEUR Workshop Proceedings, CEUR-WS.org).

Early detection ofdropout factors in vocational education: A large-scale case study from Finland

Publication series

Access to Document

Projects

OAHOT: Utilization of learning analytics in the various educational levels and contexts for supporting self-regulated learning (OAHOT)

Cite this