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Updated: Sep 19, 2025

Psychophysiological Assessment of the Effectiveness of Emotion Regulation Strategies in Childhood
Published on: February 11, 2017
Mathematics emotion profiles: stability and change during Grades 7 and 8
Tanja Held1,2, Tina Hascher2
1School of Education, Liverpool John Moores University, Liverpool, Great Britain UK.
Students can experience multiple academic emotions at once. This study identified three distinct mathematics emotion profiles in lower-secondary students, finding they were stable but influenced by gender, achievement, and an intervention.
Area of Science:
- Educational Psychology
- Developmental Psychology
Background:
- Academic emotions are complex and can coexist.
- Understanding student emotion profiles is crucial for tailored educational strategies.
Purpose of the Study:
- To identify distinct mathematics emotion profiles in lower-secondary students.
- To examine the stability and transitions of these profiles across two academic years.
- To investigate the impact of an intervention on these emotion profile dynamics.
Main Methods:
- Latent profile analysis (LPA) and random intercept latent transition analysis (RI-LTA) were employed.
- Data were collected from 348 students in the lowest-ability mathematics tier.
- Emotion profiles and transition probabilities between profiles were assessed.
Main Results:
- Three mathematics emotion profiles were identified: mixed, rather positive, and predominantly positive.
- These profiles demonstrated high stability across Grades 7 and 8.
- Gender and mathematics achievement predicted profile membership, and the intervention influenced profile transitions.
Conclusions:
- Distinct, stable mathematics emotion profiles exist in lower-secondary students.
- Student characteristics and educational interventions play a role in shaping these emotional experiences.
- Further research can leverage these findings for targeted academic support.
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