What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe

What is the shape of the association between schoolwork-related anxiety (SRA; sometimes referred to as “test anxiety”) and science literacy proficiency (SLP)? Prior results in some areas (e.g., Flanders) have showed an inverse linear relationship between SRA and SLP. Intriguingly, academic anxiety s...

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Main Authors: Grabau, Lawrence, Galand, Benoît, Lafontaine, Dominique, Lavonen, Jari, Ólafsson, Ragnar F., Trudel, Louis, Yoon, SaeYeol
Other Authors: Faculty of Educational Sciences, Maker@STEAM
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media SA 2024
Subjects:
Online Access:http://hdl.handle.net/10138/584802
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author Grabau, Lawrence
Galand, Benoît
Lafontaine, Dominique
Lavonen, Jari
Ólafsson, Ragnar F.
Trudel, Louis
Yoon, SaeYeol
author2 Faculty of Educational Sciences
Maker@STEAM
author_facet Grabau, Lawrence
Galand, Benoît
Lafontaine, Dominique
Lavonen, Jari
Ólafsson, Ragnar F.
Trudel, Louis
Yoon, SaeYeol
author_sort Grabau, Lawrence
collection HELDA – University of Helsinki Open Repository
description What is the shape of the association between schoolwork-related anxiety (SRA; sometimes referred to as “test anxiety”) and science literacy proficiency (SLP)? Prior results in some areas (e.g., Flanders) have showed an inverse linear relationship between SRA and SLP. Intriguingly, academic anxiety showed an inverse “U-shaped” association with academic performance in Taiwan. Data for six southeast Asian (SEA; Hong Kong, Japan, Korea, Macao, Singapore, Taiwan) and six northwest European (NWE; Belgium, Estonia, Finland, Iceland, Ireland, the Netherlands) nations/entities were drawn from PISA 2015, the most recent science-focused iteration of OECD’s (Organization for Economic Cooperation and Development) triennial PISA (Programme for International Student Assessment) evaluations. Mean SRA and SLP, respectively, were 0.34 and 532 across the selected SEA representatives (aggregate n = 35711) and −0.21 and 515 across the identified NWE nations (n = 34601). We sorted each nation’s/entity’s dataset into five SLP levels (utilizing PISA’s own criteria) and placed students into SLP levels based on an average of ten plausible values for each individual student). ANOVA results showed Taiwan, Japan, and Korea, (with some qualified evidence for SEA as a region) to have an inverse U-shaped relationship between SRA and SLP; Finland, and Iceland (along with modest evidence for NWE as a region) had a negative linear relationship between SRA and SLP. Multilevel modeling (MLM; within nations/entities only) partially confirmed our parallel ANOVA results: an inverse U-shaped relationship for Taiwan, and the negative linear relationship for Finland and Iceland. Our Belgian MLM also showed negative linearity. Thus, our results confirmed the earlier observation of an inverse U-shaped relationship between student anxiety measures and academic performance in Taiwan (extending that finding to a science context—and further extending that finding for science to Japan and Korea). We discuss possible classroom interventions aimed at mitigating ...
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spelling ftunivhelsihelda:oai:helda.helsinki.fi:10138/584802 2025-03-16T15:28:59+00:00 What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe Grabau, Lawrence Galand, Benoît Lafontaine, Dominique Lavonen, Jari Ólafsson, Ragnar F. Trudel, Louis Yoon, SaeYeol Faculty of Educational Sciences Maker@STEAM 2024-08-21T14:22:03Z application/pdf http://hdl.handle.net/10138/584802 eng eng Frontiers Media SA 10.3389/feduc.2024.1414423 http://hdl.handle.net/10138/584802 85200206760 001282187100001 cc_by info:eu-repo/semantics/openAccess openAccess inverse U-shaped response Northwest Europe schoolwork-related anxiety science literacy proficiency Southeast Asia Educational sciences Article publishedVersion 2024 ftunivhelsihelda 2025-02-17T01:22:23Z What is the shape of the association between schoolwork-related anxiety (SRA; sometimes referred to as “test anxiety”) and science literacy proficiency (SLP)? Prior results in some areas (e.g., Flanders) have showed an inverse linear relationship between SRA and SLP. Intriguingly, academic anxiety showed an inverse “U-shaped” association with academic performance in Taiwan. Data for six southeast Asian (SEA; Hong Kong, Japan, Korea, Macao, Singapore, Taiwan) and six northwest European (NWE; Belgium, Estonia, Finland, Iceland, Ireland, the Netherlands) nations/entities were drawn from PISA 2015, the most recent science-focused iteration of OECD’s (Organization for Economic Cooperation and Development) triennial PISA (Programme for International Student Assessment) evaluations. Mean SRA and SLP, respectively, were 0.34 and 532 across the selected SEA representatives (aggregate n = 35711) and −0.21 and 515 across the identified NWE nations (n = 34601). We sorted each nation’s/entity’s dataset into five SLP levels (utilizing PISA’s own criteria) and placed students into SLP levels based on an average of ten plausible values for each individual student). ANOVA results showed Taiwan, Japan, and Korea, (with some qualified evidence for SEA as a region) to have an inverse U-shaped relationship between SRA and SLP; Finland, and Iceland (along with modest evidence for NWE as a region) had a negative linear relationship between SRA and SLP. Multilevel modeling (MLM; within nations/entities only) partially confirmed our parallel ANOVA results: an inverse U-shaped relationship for Taiwan, and the negative linear relationship for Finland and Iceland. Our Belgian MLM also showed negative linearity. Thus, our results confirmed the earlier observation of an inverse U-shaped relationship between student anxiety measures and academic performance in Taiwan (extending that finding to a science context—and further extending that finding for science to Japan and Korea). We discuss possible classroom interventions aimed at mitigating ... Article in Journal/Newspaper Iceland HELDA – University of Helsinki Open Repository
spellingShingle inverse U-shaped response
Northwest Europe
schoolwork-related anxiety
science literacy proficiency
Southeast Asia
Educational sciences
Grabau, Lawrence
Galand, Benoît
Lafontaine, Dominique
Lavonen, Jari
Ólafsson, Ragnar F.
Trudel, Louis
Yoon, SaeYeol
What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title_full What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title_fullStr What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title_full_unstemmed What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title_short What is the association between schoolwork-related anxiety and science literacy proficiency? A comparison between Southeast Asia and Northwest Europe
title_sort what is the association between schoolwork-related anxiety and science literacy proficiency? a comparison between southeast asia and northwest europe
topic inverse U-shaped response
Northwest Europe
schoolwork-related anxiety
science literacy proficiency
Southeast Asia
Educational sciences
topic_facet inverse U-shaped response
Northwest Europe
schoolwork-related anxiety
science literacy proficiency
Southeast Asia
Educational sciences
url http://hdl.handle.net/10138/584802