Lawrence Grabau, Benoît Galand, Dominique Lafontaine, J. Lavonen, Ragnar F. Ólafsson, Louis Trudel, SaeYeol Yoon
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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). 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引用次数: 0
摘要
与学校工作相关的焦虑(SRA,有时也称为 "考试焦虑")与科学素养水平(SLP)之间的关系是怎样的?某些领域(如弗兰德斯)的先前研究结果显示,SRA 与 SLP 之间存在反向线性关系。有趣的是,在台湾,学习焦虑与学习成绩呈 "U "型反向关系。东南亚六国(SEA:香港、日本、韩国、澳门、新加坡、台湾)和西北欧六国(NWE:比利时、爱沙尼亚、芬兰、冰岛、爱尔兰、荷兰)的数据均来自于经合组织(OECD:经济合作与发展组织)三年一度的国际学生评估项目(PISA:Program for International Student Assessment)的最新迭代项目--PISA 2015。所选的东南亚国家代表(总数 n = 35711)的平均 SRA 和 SLP 分别为 0.34 和 532,所确定的西北欧国家代表(总数 n = 34601)的平均 SRA 和 SLP 分别为 -0.21 和 515。我们将每个国家/实体的数据集划分为五个 SLP 等级(采用 PISA 自己的标准),并根据每个学生的十个合理值的平均值将学生划分为 SLP 等级)。方差分析结果表明,台湾、日本和韩国(有证据表明东南欧是一个地区)的 SRA 与 SLP 之间呈反 U 型关系;芬兰和冰岛(有少量证据表明西北欧是一个地区)的 SRA 与 SLP 之间呈负线性关系。多层次建模(MLM;仅限于国家/实体内部)部分证实了我们的平行方差分析结果:台湾呈反 U 型关系,芬兰和冰岛呈负线性关系。比利时的多变量模型也显示了负线性关系。因此,我们的结果证实了早先观察到的台湾学生焦虑测量与学习成绩之间的反 U 型关系(将这一发现扩展到科学领域,并将科学领域的这一发现进一步扩展到日本和韩国)。我们讨论了可能的课堂干预措施,旨在减轻 SLP 中等水平学生的非适应性焦虑。
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 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 non-adaptive anxieties among students at intermediate SLP levels.