A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning

IntroductionEspecially for teacher education students, competencies in self-regulated learning are of great importance: for their own learning during their studies, as well as for the diagnosis and support of their future students. This study aims to investigate the competencies and developmental po...

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Main Authors: Janina Schel, Barbara Drechsel
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1527438/full
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author Janina Schel
Barbara Drechsel
author_facet Janina Schel
Barbara Drechsel
author_sort Janina Schel
collection DOAJ
description IntroductionEspecially for teacher education students, competencies in self-regulated learning are of great importance: for their own learning during their studies, as well as for the diagnosis and support of their future students. This study aims to investigate the competencies and developmental potentials (currently low-developed areas that hold the potential for improvement) of these students’ self-regulated learning processes.MethodsData from N = 240 teacher education students regarding the preaction, action, and postaction parameters of the self-regulated learning process were analyzed.ResultsThrough latent profile analysis (LPA), five self-regulated learning profiles were extracted and labeled as follows: process-oriented competent, preaction-volitional competent, action-cognitive competent, repetitive-low reflective, and avoiding-unreflective. The profiles were validated by learning success and goal orientation. Higher-competency profiles demonstrated better learning success and more favorable goal orientations than lower-competency profiles.DiscussionThe person-centered approach of this study can help develop differentiated interventions based on learning profiles to promote self-regulated learning competencies in teacher education students, ensuring that interventions can be designed as efficiently as possible. Further potentials and limitations of the approach are discussed.
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spelling doaj-art-b6f4a22f38d648cba5b72612ec8cbc552025-08-20T02:12:35ZengFrontiers Media S.A.Frontiers in Psychology1664-10782025-04-011610.3389/fpsyg.2025.15274381527438A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learningJanina SchelBarbara DrechselIntroductionEspecially for teacher education students, competencies in self-regulated learning are of great importance: for their own learning during their studies, as well as for the diagnosis and support of their future students. This study aims to investigate the competencies and developmental potentials (currently low-developed areas that hold the potential for improvement) of these students’ self-regulated learning processes.MethodsData from N = 240 teacher education students regarding the preaction, action, and postaction parameters of the self-regulated learning process were analyzed.ResultsThrough latent profile analysis (LPA), five self-regulated learning profiles were extracted and labeled as follows: process-oriented competent, preaction-volitional competent, action-cognitive competent, repetitive-low reflective, and avoiding-unreflective. The profiles were validated by learning success and goal orientation. Higher-competency profiles demonstrated better learning success and more favorable goal orientations than lower-competency profiles.DiscussionThe person-centered approach of this study can help develop differentiated interventions based on learning profiles to promote self-regulated learning competencies in teacher education students, ensuring that interventions can be designed as efficiently as possible. Further potentials and limitations of the approach are discussed.https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1527438/fullself-regulated learningteacher educationlatent profile analysislearning successgoal orientation
spellingShingle Janina Schel
Barbara Drechsel
A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
Frontiers in Psychology
self-regulated learning
teacher education
latent profile analysis
learning success
goal orientation
title A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
title_full A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
title_fullStr A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
title_full_unstemmed A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
title_short A latent profile analysis for teacher education students’ learning: an overview of competencies in self-regulated learning
title_sort latent profile analysis for teacher education students learning an overview of competencies in self regulated learning
topic self-regulated learning
teacher education
latent profile analysis
learning success
goal orientation
url https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1527438/full
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