Pub Date : 2025-11-15DOI: 10.1016/j.learninstruc.2025.102268
Arslan Azad , Vitomir Kovanovic , Malgorzata Korolkiewicz , Andrew Zamecnik , Srecko Joksimovic , Mutlu Cukurova
Background
Cohesion and collaboration, particularly in K-12 settings, emerge as emergent phenomena, yet due to challenges in conducting classroom analytics studies in ecological settings, existing research mainly focuses on surveys. This calls for investigating cohesion in ecological settings to obtain insights directly applicable to students.
Aims
To derive ecologically valid insights into the emergent processes of cohesion and collaboration, this study analyses engagement, turn-taking, member influence and participation imbalance (using weighted eigenvector centrality) exhibited in audio of student conversations at both individual and group levels, which allows for inter-group and intra-group comparisons.
Sample
Participants were 16 school (K-12) students.
Methods
Participants were randomly divided into four groups. High-frequency communication exchanges were recorded for each group using an analog audio recorder. The audio was transcribed and analysed using an adaptation of Social Network Analysis with segmented nodes.
Results
Consistent with findings in educational and organisational psychology literature on teamwork, the results indicate that task cohesion relates to group performance in terms of task completion. We find that social cohesion patterns are dynamic and reflect evolving group dynamics through variations in turn-taking, influence, engagement and disengagement.
Conclusion
The study offers a conceptualisation of cohesion in ecological settings and demonstrates an approach to analysing cohesion and collaboration using audio data in authentic classrooms.
{"title":"An unobtrusive approach to modelling team cohesion and collaboration in ecological classroom settings","authors":"Arslan Azad , Vitomir Kovanovic , Malgorzata Korolkiewicz , Andrew Zamecnik , Srecko Joksimovic , Mutlu Cukurova","doi":"10.1016/j.learninstruc.2025.102268","DOIUrl":"10.1016/j.learninstruc.2025.102268","url":null,"abstract":"<div><h3>Background</h3><div>Cohesion and collaboration, particularly in K-12 settings, emerge as emergent phenomena, yet due to challenges in conducting classroom analytics studies in ecological settings, existing research mainly focuses on surveys. This calls for investigating cohesion in ecological settings to obtain insights directly applicable to students.</div></div><div><h3>Aims</h3><div>To derive ecologically valid insights into the emergent processes of cohesion and collaboration, this study analyses engagement, turn-taking, member influence and participation imbalance (using weighted eigenvector centrality) exhibited in audio of student conversations at both individual and group levels, which allows for inter-group and intra-group comparisons.</div></div><div><h3>Sample</h3><div>Participants were 16 school (K-12) students.</div></div><div><h3>Methods</h3><div>Participants were randomly divided into four groups. High-frequency communication exchanges were recorded for each group using an analog audio recorder. The audio was transcribed and analysed using an adaptation of Social Network Analysis with segmented nodes.</div></div><div><h3>Results</h3><div>Consistent with findings in educational and organisational psychology literature on teamwork, the results indicate that task cohesion relates to group performance in terms of task completion. We find that social cohesion patterns are dynamic and reflect evolving group dynamics through variations in turn-taking, influence, engagement and disengagement.</div></div><div><h3>Conclusion</h3><div>The study offers a conceptualisation of cohesion in ecological settings and demonstrates an approach to analysing cohesion and collaboration using audio data in authentic classrooms.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102268"},"PeriodicalIF":4.9,"publicationDate":"2025-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Creativity anxiety (CA), defined as a specific type of anxiety experienced in situations requiring creative thinking, has been identified as a barrier to creativity. However, the underlying mechanisms by which CA influences the creative process and performance remain limited.
Aims
This study aimed to uncover how state CA shapes students’ creative process and eventually their creative performance, including goal orientations and effort allocation as mechanisms.
Sample
Participants were 128 undergraduate students (Mage = 21.01, SDage = 1.49; 44.54 % male; Ethnicity: 95.31 % Han Chinese, 3.12 % Hui Chinese, 1.56 % Tujia Chinese).
Methods
Ecological momentary assessment was employed over five consecutive days. Students completed six creative tasks each day and self-assessed their state CA, goal orientations, and effort allocation. Before this period, they provided demographic information and trait measures. Residual dynamic structural equation models were used to test the relationship between these variables.
Results
Students with higher levels of state CA tend to focus more on performance-approach and performance-avoidance goals; in turn, their focus on performance-approach goals further directs them to allocate more effort to conduct more exploitation acts, which improved the novelty but hampered the usefulness of their ideas. Students who showed a higher activation of mastery goals devoted more exploration and exploitation effort while performing creative tasks.
Conclusions
State CA, along with goal orientations, shape how students allocate their effort to different processes that may affect the novelty and usefulness aspects of creative performance. These insights offer practical implications for fostering creativity in educational contexts.
{"title":"Intensive experience sampling to uncover the dynamics: How do creativity anxiety and goal orientations shape students’ creative process?","authors":"Yida Yu , Keyi Qin , Fanglei Xu , Xiaomeng Yang , Qishan Zheng , Anqi Zhu , Biying Hu , Chuanhua Gu","doi":"10.1016/j.learninstruc.2025.102265","DOIUrl":"10.1016/j.learninstruc.2025.102265","url":null,"abstract":"<div><h3>Background</h3><div>Creativity anxiety (CA), defined as a specific type of anxiety experienced in situations requiring creative thinking, has been identified as a barrier to creativity. However, the underlying mechanisms by which CA influences the creative process and performance remain limited.</div></div><div><h3>Aims</h3><div>This study aimed to uncover how state CA shapes students’ creative process and eventually their creative performance, including goal orientations and effort allocation as mechanisms.</div></div><div><h3>Sample</h3><div>Participants were 128 undergraduate students (<em>M</em><sub><em>age</em></sub> = 21.01, <em>SD</em><sub><em>age</em></sub> = 1.49; 44.54 % male; Ethnicity: 95.31 % Han Chinese, 3.12 % Hui Chinese, 1.56 % Tujia Chinese).</div></div><div><h3>Methods</h3><div>Ecological momentary assessment was employed over five consecutive days. Students completed six creative tasks each day and self-assessed their state CA, goal orientations, and effort allocation. Before this period, they provided demographic information and trait measures. Residual dynamic structural equation models were used to test the relationship between these variables.</div></div><div><h3>Results</h3><div>Students with higher levels of state CA tend to focus more on performance-approach and performance-avoidance goals; in turn, their focus on performance-approach goals further directs them to allocate more effort to conduct more exploitation acts, which improved the novelty but hampered the usefulness of their ideas. Students who showed a higher activation of mastery goals devoted more exploration and exploitation effort while performing creative tasks.</div></div><div><h3>Conclusions</h3><div>State CA, along with goal orientations, shape how students allocate their effort to different processes that may affect the novelty and usefulness aspects of creative performance. These insights offer practical implications for fostering creativity in educational contexts.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102265"},"PeriodicalIF":4.9,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study evaluated the effects of a morphological program on morphological awareness, the reported use of morphological strategies during spelling, and the spelling of morphemes and polymorphemic words in French among fourth graders.
Methods
A total of 120 fourth-grade students (mean age: 9 years, 4 months) from three schools in the Montreal area participated in the study. The experimental group consisted of 44 students from two classrooms who engaged in a 20-session morphological program delivered by the experimenter. The program focused on the meanings and forms of productive affixes, their concatenation rules, and the application of this knowledge during the spelling of polymorphemic words. Control group students followed a teaching-as-usual program. Pretest and posttest measures included assessments of morphological awareness, morphological knowledge use in spelling, as well as spelling of morphemes and polymorphemic words. Phonological awareness, non-verbal intelligence, and word reading were measured at pretest to ensure equivalency between the experimental and control groups.
Results
Multivariate analyses of covariance (MANCOVAs) were conducted to assess the effects on multiple dependent variables simultaneously. Results indicated that the experimental group significantly outperformed the control group on morpheme and word spelling measures at posttest except for the stem spelling which did not reach statistical significance.
Conclusion
These findings provide direct evidence of the effectiveness of a morphological intervention in enhancing French spelling, supported by children's reported use of morphological knowledge in their spelling choices. They also offer insights into the extent of this effectiveness with theoretical and educational implications for French orthography and beyond.
{"title":"Beyond specific impact of a morphological program on spelling in French?","authors":"Anila Fejzo , Rihab Saidane , Kathleen Whissell-Turner","doi":"10.1016/j.learninstruc.2025.102225","DOIUrl":"10.1016/j.learninstruc.2025.102225","url":null,"abstract":"<div><h3>Objectives</h3><div>This study evaluated the effects of a morphological program on morphological awareness, the reported use of morphological strategies during spelling, and the spelling of morphemes and polymorphemic words in French among fourth graders.</div></div><div><h3>Methods</h3><div>A total of 120 fourth-grade students (mean age: 9 years, 4 months) from three schools in the Montreal area participated in the study. The experimental group consisted of 44 students from two classrooms who engaged in a 20-session morphological program delivered by the experimenter. The program focused on the meanings and forms of productive affixes, their concatenation rules, and the application of this knowledge during the spelling of polymorphemic words. Control group students followed a teaching-as-usual program. Pretest and posttest measures included assessments of morphological awareness, morphological knowledge use in spelling, as well as spelling of morphemes and polymorphemic words. Phonological awareness, non-verbal intelligence, and word reading were measured at pretest to ensure equivalency between the experimental and control groups.</div></div><div><h3>Results</h3><div>Multivariate analyses of covariance (MANCOVAs) were conducted to assess the effects on multiple dependent variables simultaneously. Results indicated that the experimental group significantly outperformed the control group on morpheme and word spelling measures at posttest except for the stem spelling which did not reach statistical significance.</div></div><div><h3>Conclusion</h3><div>These findings provide direct evidence of the effectiveness of a morphological intervention in enhancing French spelling, supported by children's reported use of morphological knowledge in their spelling choices. They also offer insights into the extent of this effectiveness with theoretical and educational implications for French orthography and beyond.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102225"},"PeriodicalIF":4.9,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1016/j.learninstruc.2025.102260
Tosca Daltoè , Tobias Appel , Philipp Stark , Birgit Brucker , Anika Dreher , Benjamin Fauth , Marita Friesen , Peter Gerjets , Linn Hansen , Ulrich Trautwein , Richard Göllner
Background
Teaching quality is commonly assessed through classroom observation. However, observer ratings of teaching quality frequently exhibit limited psychometric quality. Beyond evaluating the ratings themselves, exploring the observation process and the design of the video environment may offer valuable insights into conditions that enhance rating accuracy.
Aims
This study explored the classroom observation process of preservice teachers using eye-tracking technology and examined how their gaze behavior relates to the accuracy of their teaching-quality ratings. We also investigated the impact of different video environments by comparing traditional classroom videos presented on computer screens with immersive 360-degree classroom videos presented on virtual-reality headsets.
Sample
N = 75 preservice teachers participated in a controlled lab study.
Method
Each participant observed two randomly assigned mathematics classroom videos—one in a traditional screen-based and one in an immersive video environment. Eye trackers recorded gaze behavior during critical classroom events. Participants rated the quality of the observed teaching after the video observations.
Results
Overall, observers adjusted their gaze according to the focus of critical events (teacher- or student-focused). In immersive 360-degree videos, they showed a stronger visual focus on the teacher. Both visual focus of attention and cognitive arousal during critical events, indicated by a larger pupil diameter, predicted the accuracy of teaching-quality ratings, with gaze being a stronger predictor of rating accuracy in immersive compared to screen-based videos.
Conclusions
The findings indicate that gaze behavior offers actionable insights into classroom observation processes and informs the design of observation environments in both research and teacher education.
{"title":"How is preservice teachers’ gaze during classroom observation connected to their assessments of teaching quality? A controlled study in screen-based and immersive video environments","authors":"Tosca Daltoè , Tobias Appel , Philipp Stark , Birgit Brucker , Anika Dreher , Benjamin Fauth , Marita Friesen , Peter Gerjets , Linn Hansen , Ulrich Trautwein , Richard Göllner","doi":"10.1016/j.learninstruc.2025.102260","DOIUrl":"10.1016/j.learninstruc.2025.102260","url":null,"abstract":"<div><h3>Background</h3><div>Teaching quality is commonly assessed through classroom observation. However, observer ratings of teaching quality frequently exhibit limited psychometric quality. Beyond evaluating the ratings themselves, exploring the observation process and the design of the video environment may offer valuable insights into conditions that enhance rating accuracy.</div></div><div><h3>Aims</h3><div>This study explored the classroom observation process of preservice teachers using eye-tracking technology and examined how their gaze behavior relates to the accuracy of their teaching-quality ratings. We also investigated the impact of different video environments by comparing traditional classroom videos presented on computer screens with immersive 360-degree classroom videos presented on virtual-reality headsets.</div></div><div><h3>Sample</h3><div><em>N</em> = 75 preservice teachers participated in a controlled lab study.</div></div><div><h3>Method</h3><div>Each participant observed two randomly assigned mathematics classroom videos—one in a traditional screen-based and one in an immersive video environment. Eye trackers recorded gaze behavior during critical classroom events. Participants rated the quality of the observed teaching after the video observations.</div></div><div><h3>Results</h3><div>Overall, observers adjusted their gaze according to the focus of critical events (teacher- or student-focused). In immersive 360-degree videos, they showed a stronger visual focus on the teacher. Both visual focus of attention and cognitive arousal during critical events, indicated by a larger pupil diameter, predicted the accuracy of teaching-quality ratings, with gaze being a stronger predictor of rating accuracy in immersive compared to screen-based videos.</div></div><div><h3>Conclusions</h3><div>The findings indicate that gaze behavior offers actionable insights into classroom observation processes and informs the design of observation environments in both research and teacher education.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102260"},"PeriodicalIF":4.9,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-11DOI: 10.1016/j.learninstruc.2025.102223
Alex Shum, Luke K. Fryer
Background
Limited research has been conducted on how self-efficacy changes and readjusts over time. In addition to performance, self-efficacy is related to perceived task difficulty, and interest. How these factors predict and are predicted by self-efficacy change are open questions.
Aims
Given self-efficacy's shorter-term contribution to learning, a microanalytic (frequent measurement) approach to simultaneously examine connections between initial and short-term changes in self-efficacy, formative assessments, perceived task difficulties, and interest was undertaken.
Sample
Two studies were conducted in first-year mathematics undergraduate courses at a Pacific-Asian research-intensive university (n = 299, Female = 200; n = 407, Female = 155).
Method
Students completed a prior knowledge measure, self-efficacy measures (Study 1: 5, Study 2: 6), quizzes (Study 1: 4, Study 2: 9), and corresponding perceived quiz difficulty measures. Self-efficacy changes were modelled using latent change score analyses, and embedded into fully-forward longitudinal structural equation models. Item response theory analyses were used to determine quizzes’ actual difficulty. Study 2 provided a partial test of replication of Study 1 results. Pre-post interest in mathematics was modelled in Study 2 only.
Results
Across both studies, initial and changes in self-efficacy generally predicted task performances positively. Initial self-efficacy negatively predicted perceived task difficulty. Perceived task difficulty presented mixed predictions to self-efficacy change. Furthermore, initial and short-term changes in self-efficacy were strongly and reciprocally connected to interest.
Conclusions
In both studies, pathways from perceived task difficulty to self-efficacy change and task performance emerged across both studies. In Study 2, pathways to self-efficacy change were extended to interest. Theoretical and practical implications are discussed.
{"title":"Examining short-term self-efficacy change connections with performance, perceived difficulty, and interest","authors":"Alex Shum, Luke K. Fryer","doi":"10.1016/j.learninstruc.2025.102223","DOIUrl":"10.1016/j.learninstruc.2025.102223","url":null,"abstract":"<div><h3>Background</h3><div>Limited research has been conducted on how self-efficacy changes and readjusts over time. In addition to performance, self-efficacy is related to perceived task difficulty, and interest. How these factors predict and are predicted by self-efficacy change are open questions.</div></div><div><h3>Aims</h3><div>Given self-efficacy's shorter-term contribution to learning, a microanalytic (frequent measurement) approach to simultaneously examine connections between initial and short-term changes in self-efficacy, formative assessments, perceived task difficulties, and interest was undertaken.</div></div><div><h3>Sample</h3><div>Two studies were conducted in first-year mathematics undergraduate courses at a Pacific-Asian research-intensive university (n = 299, Female = 200; n = 407, Female = 155).</div></div><div><h3>Method</h3><div>Students completed a prior knowledge measure, self-efficacy measures (Study 1: 5, Study 2: 6), quizzes (Study 1: 4, Study 2: 9), and corresponding perceived quiz difficulty measures. Self-efficacy changes were modelled using latent change score analyses, and embedded into fully-forward longitudinal structural equation models. Item response theory analyses were used to determine quizzes’ actual difficulty. Study 2 provided a partial test of replication of Study 1 results. Pre-post interest in mathematics was modelled in Study 2 only.</div></div><div><h3>Results</h3><div>Across both studies, initial and changes in self-efficacy generally predicted task performances positively. Initial self-efficacy negatively predicted perceived task difficulty. Perceived task difficulty presented mixed predictions to self-efficacy change. Furthermore, initial and short-term changes in self-efficacy were strongly and reciprocally connected to interest.</div></div><div><h3>Conclusions</h3><div>In both studies, pathways from perceived task difficulty to self-efficacy change and task performance emerged across both studies. In Study 2, pathways to self-efficacy change were extended to interest. Theoretical and practical implications are discussed.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102223"},"PeriodicalIF":4.9,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1016/j.learninstruc.2025.102262
Sharisse van Driel , Debby ten Hove , Chiel van der Veen , Femke van der Wilt
Background
Although interactive book reading can promote young children's language competence, teachers find it challenging to implement this type of book reading in their classroom.
Aims
The present study investigated the effect of an intervention directed at productive classroom talk during interactive book reading on young children's language competence.
Sample
A total of N = 403 children aged four to six years from 21 early childhood classrooms participated.
Methods
For six weeks, children's teachers read a picture book twice a week. Teachers who were assigned to the control group read the books in their usual manner whereas teachers in the intervention group were encouraged to implement productive classroom talk during interactive book reading. Before and after the six weeks of book reading, children were individually assessed on their oral communicative competence, word comprehension, and narrative skills.
Results
Outcomes of multilevel analyses indicated that children's language competence improved over time. However, no significant differences were found in this improvement between children in the intervention group and children in the control group.
Conclusion
Using productive classroom talk during interactive book reading did not result in greater improvements in children's language competence compared to ‘general’ interactive book reading.
{"title":"Productive talk during book reading: Effects on language skills","authors":"Sharisse van Driel , Debby ten Hove , Chiel van der Veen , Femke van der Wilt","doi":"10.1016/j.learninstruc.2025.102262","DOIUrl":"10.1016/j.learninstruc.2025.102262","url":null,"abstract":"<div><h3>Background</h3><div>Although interactive book reading can promote young children's language competence, teachers find it challenging to implement this type of book reading in their classroom.</div></div><div><h3>Aims</h3><div>The present study investigated the effect of an intervention directed at productive classroom talk during interactive book reading on young children's language competence.</div></div><div><h3>Sample</h3><div>A total of <em>N</em> = 403 children aged four to six years from 21 early childhood classrooms participated.</div></div><div><h3>Methods</h3><div>For six weeks, children's teachers read a picture book twice a week. Teachers who were assigned to the control group read the books in their usual manner whereas teachers in the intervention group were encouraged to implement productive classroom talk during interactive book reading. Before and after the six weeks of book reading, children were individually assessed on their oral communicative competence, word comprehension, and narrative skills.</div></div><div><h3>Results</h3><div>Outcomes of multilevel analyses indicated that children's language competence improved over time. However, no significant differences were found in this improvement between children in the intervention group and children in the control group.</div></div><div><h3>Conclusion</h3><div>Using productive classroom talk during interactive book reading did not result in greater improvements in children's language competence compared to ‘general’ interactive book reading.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102262"},"PeriodicalIF":4.9,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1016/j.learninstruc.2025.102263
Johannes Schult , Benjamin Fauth , Rebecca Schneider , Marlit A. Lindner
Background
COVID-19-related restrictions on schooling resulted in learning losses, which were larger for socially and economically disadvantaged students. While recent empirical results point towards a recovery of learning loss in some subjects, it is unclear which school-related context factors may have impacted the recovery from the pandemic.
Aims
We investigate proxy indicators for three school factors, (a) socio-cultural composition, (b) proportion of students with migration background, and (c) the duration of school closures, and how they relate to differential learning gains in repeated measures from grade 5 to grade 8 for a pre-pandemic cohort compared to measures in pandemic-affected cohorts.
Samples
We analyzed educational large-scale assessment data, covering all public schools in one German state (total n > 200,000 students, k > 1000 schools). Competence test data in reading and mathematics were available for a pre-pandemic cohort (2015–2019: assessed in 5th grade in 2015 and in 8th grade in 2019) and for two cohorts affected by the pandemic (2018–2022 and 2019–2023).
Results
Difference-in-difference-in-difference analyses showed no significant moderator effects for the three risk factors at the school-level (i.e., socio-cultural capital, proportion of non-German speaking students, lost school days) regarding the recovery from learning losses (i.e., similar learning gains from grade 5 to 8 across cohorts).
Conclusions
The null effects tentatively suggest that the social divide between schools did not widen in the aftermath of school closures. On average, schools seemed to recover from restrictions on schooling regardless of the schools’ social composition.
{"title":"How schools rebound from pandemic learning loss: Longitudinal findings from mandatory large-scale assessments","authors":"Johannes Schult , Benjamin Fauth , Rebecca Schneider , Marlit A. Lindner","doi":"10.1016/j.learninstruc.2025.102263","DOIUrl":"10.1016/j.learninstruc.2025.102263","url":null,"abstract":"<div><h3>Background</h3><div>COVID-19-related restrictions on schooling resulted in learning losses, which were larger for socially and economically disadvantaged students. While recent empirical results point towards a recovery of learning loss in some subjects, it is unclear which school-related context factors may have impacted the recovery from the pandemic.</div></div><div><h3>Aims</h3><div>We investigate proxy indicators for three school factors, (a) socio-cultural composition, (b) proportion of students with migration background, and (c) the duration of school closures, and how they relate to differential learning gains in repeated measures from grade 5 to grade 8 for a pre-pandemic cohort compared to measures in pandemic-affected cohorts.</div></div><div><h3>Samples</h3><div>We analyzed educational large-scale assessment data, covering all public schools in one German state (total <em>n</em> > 200,000 students, <em>k</em> > 1000 schools). Competence test data in reading and mathematics were available for a pre-pandemic cohort (2015–2019: assessed in 5th grade in 2015 and in 8th grade in 2019) and for two cohorts affected by the pandemic (2018–2022 and 2019–2023).</div></div><div><h3>Results</h3><div>Difference-in-difference-in-difference analyses showed no significant moderator effects for the three risk factors at the school-level (i.e., socio-cultural capital, proportion of non-German speaking students, lost school days) regarding the recovery from learning losses (i.e., similar learning gains from grade 5 to 8 across cohorts).</div></div><div><h3>Conclusions</h3><div>The null effects tentatively suggest that the social divide between schools did not widen in the aftermath of school closures. On average, schools seemed to recover from restrictions on schooling regardless of the schools’ social composition.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102263"},"PeriodicalIF":4.9,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145525476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-08DOI: 10.1016/j.learninstruc.2025.102259
Larysa Lysenko , Philip C. Abrami , Alexandra Gottardo , Eileen Wood , Anne Wade , Enos Kiforo , Jean Baptiste Maniraguha , Abraham Shivachi , Rose Iminza , Clifford Ghaa , Nancy Del Col , Maina WaGioko , Egidia Umutesi
Background
In the Global South, persistent literacy challenges have been exacerbated by schooling disruptions during the pandemic and afterwards. Addressing this problem requires teachers who both understand how to teach reading, and can implement it effectively and efficiently.
Aims
This research examines the effects of an intervention combining a technology-based teacher professional development and implementation of new knowledge and skills and ABRA-READS interactive literacy software in early-primary classrooms in Kenya and Rwanda.
Sample
Participants were 22 teachers and 1341 students from Kenya and 20 teachers and 1002 students from Rwanda.
Methods
This quasi-experimental research featured the experimental teachers who implemented the intervention and their matching control teachers who taught reading in their usual way. Student reading outcomes were analyzed using hierarchical linear models (HLM). Teacher practices were assessed through self-reports, observations and trace data.
Results
Teachers shifted toward more student-centered instruction that incorporated decoding and comprehension, and students demonstrated significant reading improvements across gender and ability groups. Struggling readers in experimental classes made the largest gains, closing the gap with higher-reading peers in control classes.
Conclusions
Findings demonstrate that blended TPD instruction, combined with ABRA-READS software, can positively change classroom practice and improve all students’ reading abilities. This intervention offers a promising a strategy to mitigate learning disadvantages early by offering students equal opportunities to succeed. While the global crisis in education, especially in LMICs, persists, this research suggests a solution.
{"title":"Using the reading sciences and technology for teaching and learning in the Global South","authors":"Larysa Lysenko , Philip C. Abrami , Alexandra Gottardo , Eileen Wood , Anne Wade , Enos Kiforo , Jean Baptiste Maniraguha , Abraham Shivachi , Rose Iminza , Clifford Ghaa , Nancy Del Col , Maina WaGioko , Egidia Umutesi","doi":"10.1016/j.learninstruc.2025.102259","DOIUrl":"10.1016/j.learninstruc.2025.102259","url":null,"abstract":"<div><h3>Background</h3><div>In the Global South, persistent literacy challenges have been exacerbated by schooling disruptions during the pandemic and afterwards. Addressing this problem requires teachers who both understand how to teach reading, and can implement it effectively and efficiently.</div></div><div><h3>Aims</h3><div>This research examines the effects of an intervention combining a technology-based teacher professional development and implementation of new knowledge and skills and ABRA-READS interactive literacy software in early-primary classrooms in Kenya and Rwanda.</div></div><div><h3>Sample</h3><div>Participants were 22 teachers and 1341 students from Kenya and 20 teachers and 1002 students from Rwanda.</div></div><div><h3>Methods</h3><div>This quasi-experimental research featured the experimental teachers who implemented the intervention and their matching control teachers who taught reading in their usual way. Student reading outcomes were analyzed using hierarchical linear models (HLM). Teacher practices were assessed through self-reports, observations and trace data.</div></div><div><h3>Results</h3><div>Teachers shifted toward more student-centered instruction that incorporated decoding and comprehension, and students demonstrated significant reading improvements across gender and ability groups. Struggling readers in experimental classes made the largest gains, closing the gap with higher-reading peers in control classes.</div></div><div><h3>Conclusions</h3><div>Findings demonstrate that blended TPD instruction, combined with ABRA-READS software, can positively change classroom practice and improve all students’ reading abilities. This intervention offers a promising a strategy to mitigate learning disadvantages early by offering students equal opportunities to succeed. While the global crisis in education, especially in LMICs, persists, this research suggests a solution.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102259"},"PeriodicalIF":4.9,"publicationDate":"2025-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145466255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-07DOI: 10.1016/j.learninstruc.2025.102257
Alexandra Petrak , Jens Möller , Fabian Wolff
Background
Students can compare their achievements in one domain with those of their peers (social comparison), with their own achievements over time (temporal comparison), with their achievements in other domains (dimensional comparison), or with a factual criterion (criterial comparison).
Aim
The present research aimed to gain a deeper understanding of multiple comparison processes in students’ everyday life.
Samples
In Study 1, a total of N = 130 university students (Study 1), and in Study 2, a total of N = 226 high school students (Study 2) participated.
Methods
A diary approach was used to examine the spontaneous occurrence of students’ everyday social, temporal, dimensional and criterial comparisons. Participants noted all comparisons they made concerning university/school over one week, as well as their antecedents and the consequences of these comparisons on their academic self-concepts.
Results
All four comparison types were shown to be prevalent in daily life and to affect change in students’ self-concepts. Downward comparisons mostly increased, and upward comparisons mostly decreased academic self-concept. Social comparisons were the most common comparison type (social > temporal > dimensional > criterial) in both samples. Moreover, self-evaluation was the most important motivational trigger in both samples. For university students, social interactions were the most common situational trigger for comparisons, whereas for high school students, performance feedback triggered comparisons more frequently.
Conclusions
The results expand our understanding of academic self-concept development in everyday lives and contribute to the development of a comprehensive theory of comparison processes in academic contexts.
{"title":"Comparisons in everyday life: Effects on academic self-concepts","authors":"Alexandra Petrak , Jens Möller , Fabian Wolff","doi":"10.1016/j.learninstruc.2025.102257","DOIUrl":"10.1016/j.learninstruc.2025.102257","url":null,"abstract":"<div><h3>Background</h3><div>Students can compare their achievements in one domain with those of their peers (social comparison), with their own achievements over time (temporal comparison), with their achievements in other domains (dimensional comparison), or with a factual criterion (criterial comparison).</div></div><div><h3>Aim</h3><div>The present research aimed to gain a deeper understanding of multiple comparison processes in students’ everyday life.</div></div><div><h3>Samples</h3><div>In Study 1, a total of <em>N</em> = 130 university students (Study 1), and in Study 2, a total of <em>N</em> = 226 high school students (Study 2) participated.</div></div><div><h3>Methods</h3><div>A diary approach was used to examine the spontaneous occurrence of students’ everyday social, temporal, dimensional and criterial comparisons. Participants noted all comparisons they made concerning university/school over one week, as well as their antecedents and the consequences of these comparisons on their academic self-concepts.</div></div><div><h3>Results</h3><div>All four comparison types were shown to be prevalent in daily life and to affect change in students’ self-concepts. Downward comparisons mostly increased, and upward comparisons mostly decreased academic self-concept. Social comparisons were the most common comparison type (social > temporal > dimensional > criterial) in both samples. Moreover, self-evaluation was the most important motivational trigger in both samples. For university students, social interactions were the most common situational trigger for comparisons, whereas for high school students, performance feedback triggered comparisons more frequently.</div></div><div><h3>Conclusions</h3><div>The results expand our understanding of academic self-concept development in everyday lives and contribute to the development of a comprehensive theory of comparison processes in academic contexts.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102257"},"PeriodicalIF":4.9,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145466254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-25DOI: 10.1016/j.learninstruc.2025.102256
Yucheng Cao , Minkyung Cho , Young-Suk Grace Kim
Background
Teacher language is crucial to early literacy development, yet limited research has explored how its linguistic complexity and instructional functions evolve over time and relate to student achievement.
Aims
This study explored changes in the linguistic complexity and instructional functions of teacher talk and their associations with student literacy outcomes.
Samples
28 first-grade teachers and their 361 students across 6 schools.
Methods
Utilizing multilevel modeling to address the nested data structure, we analyzed teacher talk collected across the school year, focusing on lexical diversity and syntactic complexity (e.g., type-token ratio, verbs per utterance) and categorized instructional functions. Student outcomes included word reading, reading comprehension, and listening comprehension, with baseline scores and demographic covariates controlled.
Results
The overall volume of teacher talk decreased, while lexical diversity and syntactic complexity increased, reflecting more sophisticated language use from fall to spring. Linguistic features did not significantly predict students’ reading and listening outcomes after controlling for baseline scores and demographic covariates. However, instructional functions showed more complex associations. Management-related talk positively predicted reading comprehension, while praise, explanation, and closed-ended questions were negatively associated with literacy outcomes, particularly for students with lower initial skills. Interaction effects indicated that code-based talk supported word reading primarily for lower-skilled students, while meaning-based talk was negatively associated with literacy outcomes in the same group.
Conclusions
The findings suggest that not all teacher talk equally supports literacy development, highlighting the importance of considering contextual factors and their dynamic roles in shaping students’ literacy outcomes in future research.
{"title":"Exploring teacher language use and early literacy achievement","authors":"Yucheng Cao , Minkyung Cho , Young-Suk Grace Kim","doi":"10.1016/j.learninstruc.2025.102256","DOIUrl":"10.1016/j.learninstruc.2025.102256","url":null,"abstract":"<div><h3>Background</h3><div>Teacher language is crucial to early literacy development, yet limited research has explored how its linguistic complexity and instructional functions evolve over time and relate to student achievement.</div></div><div><h3>Aims</h3><div>This study explored changes in the linguistic complexity and instructional functions of teacher talk and their associations with student literacy outcomes.</div></div><div><h3>Samples</h3><div>28 first-grade teachers and their 361 students across 6 schools.</div></div><div><h3>Methods</h3><div>Utilizing multilevel modeling to address the nested data structure, we analyzed teacher talk collected across the school year, focusing on lexical diversity and syntactic complexity (e.g., type-token ratio, verbs per utterance) and categorized instructional functions. Student outcomes included word reading, reading comprehension, and listening comprehension, with baseline scores and demographic covariates controlled.</div></div><div><h3>Results</h3><div>The overall volume of teacher talk decreased, while lexical diversity and syntactic complexity increased, reflecting more sophisticated language use from fall to spring. Linguistic features did not significantly predict students’ reading and listening outcomes after controlling for baseline scores and demographic covariates. However, instructional functions showed more complex associations. Management-related talk positively predicted reading comprehension, while praise, explanation, and closed-ended questions were negatively associated with literacy outcomes, particularly for students with lower initial skills. Interaction effects indicated that code-based talk supported word reading primarily for lower-skilled students, while meaning-based talk was negatively associated with literacy outcomes in the same group.</div></div><div><h3>Conclusions</h3><div>The findings suggest that not all teacher talk equally supports literacy development, highlighting the importance of considering contextual factors and their dynamic roles in shaping students’ literacy outcomes in future research.</div></div>","PeriodicalId":48357,"journal":{"name":"Learning and Instruction","volume":"101 ","pages":"Article 102256"},"PeriodicalIF":4.9,"publicationDate":"2025-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145363809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}