Optimal Learning Moments in Finnish and US Science Classrooms: A Psychological Network Analysis Approach

Engagement can be situative and, when it occurs, a number of experiences will co-occur. The present study examined the co-occurred experiences of optimal learning moments (OLM), a type of situated engagement, using the novel network analysis and including data from two countries: Finland and the US. Both samples were from high schools and were measured using the experience sampling method. The Finnish sample consisted of 282 students (age = 15-16) and was assessed in science lessons only. The US sample consisted of 533 students at the same age. Co-occurrence network analysis showed that, when OLM occurred, feelings of concentration, success, in control, and meeting self and others’ expectations appeared frequently. These results were highly consistent between Finnish and US science classrooms. Further analysis found optimal learning moments were mutually reinforced by the creative experiences, feelings of competitiveness and pride, and the attitudes toward science practices. As a result, an updated optimal learning moment framework was proposed to understand its enhancers, detractors, accelerants, and outcomes in science learning situations. This provides new theoretical accounts regarding the co-occurring experiences of optimal learning moments.

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Publication Details

Journal
Frontline Learning Research
Published
2025-03-14
DOI
https://doi.org/10.14786/flr.v13i2.1313
Citations
1
Primary Topic
Innovative Teaching and Learning Methods
Type
article
Field-Weighted Citation Impact
3.44
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article

Optimal Learning Moments in Finnish and US Science Classrooms: A Psychological Network Analysis Approach

Xin Tang, Jari Lavonen, I Chen, Barbara Schneider et al.
1 citations
Frontline Learning Research
Innovative Teaching and Learning Methods
3.44
article

Optimal Learning Moments in Finnish and US Science Classrooms: A Psychological Network Analysis Approach

Xin Tang, Jari Lavonen, I Chen, Barbara Schneider, Katariina Salmela‐Aro, Joseph Krajcik
article en
1 citations

Abstract

Engagement can be situative and, when it occurs, a number of experiences will co-occur. The present study examined the co-occurred experiences of optimal learning moments (OLM), a type of situated engagement, using the novel network analysis and including data from two countries: Finland and the US. Both samples were from high schools and were measured using the experience sampling method. The Finnish sample consisted of 282 students (age = 15-16) and was assessed in science lessons only. The US sample consisted of 533 students at the same age. Co-occurrence network analysis showed that, when OLM occurred, feelings of concentration, success, in control, and meeting self and others’ expectations appeared frequently. These results were highly consistent between Finnish and US science classrooms. Further analysis found optimal learning moments were mutually reinforced by the creative experiences, feelings of competitiveness and pride, and the attitudes toward science practices. As a result, an updated optimal learning moment framework was proposed to understand its enhancers, detractors, accelerants, and outcomes in science learning situations. This provides new theoretical accounts regarding the co-occurring experiences of optimal learning moments.

Frontline Learning ResearchVol. 13(2)
University of Helsinki (FI), Shanghai Jiao Tong University (CN), Michigan State University (US)
Openalex Percentile: Top 11%
Innovative Teaching and Learning Methods
3.44
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Optimal Learning Moments in Finnish and US Science Classrooms: A Psychological Network Analysis Approach — Xin Tang, Jari Lavonen, et al. · Frontline Learning Research (2025) | TGRS Research Map | TGRS