Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education

IntroductionThis study uses a person-centered approach to explore Finnish lower-secondary school students’ (N = 1106) mindsets across intelligence, giftedness, and creativity. It further investigates the relationship between mindsets profiles, school achievement in various subjects, and gender diffe...

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Main Authors: Jenni Laurell, Ita Puusepp, Kai Hakkarainen, Kirsi Tirri
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1514879/full
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author Jenni Laurell
Ita Puusepp
Kai Hakkarainen
Kirsi Tirri
author_facet Jenni Laurell
Ita Puusepp
Kai Hakkarainen
Kirsi Tirri
author_sort Jenni Laurell
collection DOAJ
description IntroductionThis study uses a person-centered approach to explore Finnish lower-secondary school students’ (N = 1106) mindsets across intelligence, giftedness, and creativity. It further investigates the relationship between mindsets profiles, school achievement in various subjects, and gender differences, aiming to address the domain-specificity of the three ability domains.MethodsA self-reported questionnaire was used to measure students’ mindsets, with latent profile analysis (LPA) identifying distinct profiles. School achievement was assessed through academic grades in core and arts subjects, while gender differences in profile membership were examined via logistic regression.ResultsFour mindset profiles emerged: Growth, Fixed, Mixed, and Opposing. Most students exhibited consistent “general” mindsets across domains, except those in the Opposing profile, who combined a growth mindset for intelligence and creativity with a fixed mindset for giftedness. Students in the Opposing profile outperformed others in mathematics and foreign languages, while those in the Growth profile excelled across other subjects. The Fixed profile was linked to the lowest achievement, except in reading, foreign languages, and music, where Mixed and Fixed profiles performed similarly. Girls were more likely to belong to the Growth profile, while boys dominated the Fixed and Opposing profiles.DiscussionThe findings highlight the cross-domain nature of mindsets but reveal unique domain-specific variations, particularly for giftedness. These differences influenced academic outcomes, underscoring the nuanced role of mindsets in student achievement. Gender disparities in mindset profiles align with observed differences in school performance.ConclusionBy identifying distinct mindset profiles, this study emphasizes the complexity of students’ beliefs and possible educational implications. Future research should explore qualitative aspects of mindset formation across ability-related constructs, its broader motivational frameworks, and their relation to students’ academic outcomes.
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spelling doaj-art-fef0c1158a494a94a15373731a2fd7a52025-01-23T14:57:26ZengFrontiers Media S.A.Frontiers in Psychology1664-10782025-01-011610.3389/fpsyg.2025.15148791514879Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary educationJenni LaurellIta PuuseppKai HakkarainenKirsi TirriIntroductionThis study uses a person-centered approach to explore Finnish lower-secondary school students’ (N = 1106) mindsets across intelligence, giftedness, and creativity. It further investigates the relationship between mindsets profiles, school achievement in various subjects, and gender differences, aiming to address the domain-specificity of the three ability domains.MethodsA self-reported questionnaire was used to measure students’ mindsets, with latent profile analysis (LPA) identifying distinct profiles. School achievement was assessed through academic grades in core and arts subjects, while gender differences in profile membership were examined via logistic regression.ResultsFour mindset profiles emerged: Growth, Fixed, Mixed, and Opposing. Most students exhibited consistent “general” mindsets across domains, except those in the Opposing profile, who combined a growth mindset for intelligence and creativity with a fixed mindset for giftedness. Students in the Opposing profile outperformed others in mathematics and foreign languages, while those in the Growth profile excelled across other subjects. The Fixed profile was linked to the lowest achievement, except in reading, foreign languages, and music, where Mixed and Fixed profiles performed similarly. Girls were more likely to belong to the Growth profile, while boys dominated the Fixed and Opposing profiles.DiscussionThe findings highlight the cross-domain nature of mindsets but reveal unique domain-specific variations, particularly for giftedness. These differences influenced academic outcomes, underscoring the nuanced role of mindsets in student achievement. Gender disparities in mindset profiles align with observed differences in school performance.ConclusionBy identifying distinct mindset profiles, this study emphasizes the complexity of students’ beliefs and possible educational implications. Future research should explore qualitative aspects of mindset formation across ability-related constructs, its broader motivational frameworks, and their relation to students’ academic outcomes.https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1514879/fullmindsetsdomain-specificitylatent profile analysiscreativitylower-secondary education
spellingShingle Jenni Laurell
Ita Puusepp
Kai Hakkarainen
Kirsi Tirri
Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
Frontiers in Psychology
mindsets
domain-specificity
latent profile analysis
creativity
lower-secondary education
title Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
title_full Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
title_fullStr Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
title_full_unstemmed Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
title_short Students’ cross-domain mindset profiles and academic achievement in Finnish lower-secondary education
title_sort students cross domain mindset profiles and academic achievement in finnish lower secondary education
topic mindsets
domain-specificity
latent profile analysis
creativity
lower-secondary education
url https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1514879/full
work_keys_str_mv AT jennilaurell studentscrossdomainmindsetprofilesandacademicachievementinfinnishlowersecondaryeducation
AT itapuusepp studentscrossdomainmindsetprofilesandacademicachievementinfinnishlowersecondaryeducation
AT kaihakkarainen studentscrossdomainmindsetprofilesandacademicachievementinfinnishlowersecondaryeducation
AT kirsitirri studentscrossdomainmindsetprofilesandacademicachievementinfinnishlowersecondaryeducation