预测学业弹性的个体特征研究

S. Avcı
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引用次数: 1

摘要

由于社会经济劣势而学习成绩低于同龄人的学生所占比例被全球公认为是不平等的指标。有些学生,尽管他们条件差,却和条件好的同龄人一样成功。这些学生的家庭和个人特征,以及学术经历,被称为学业弹性,为那些致力于提高其他弱势学生学业成功水平的机构提供了有用的信息。因此,本研究旨在确定学业弹性学生的个人特征,重点关注PISA土耳其的结果。根据经合组织的标准,同等数量的学业弹性学生(N = 214)和学业劣势学生参加了这项研究。那些在经济、社会和文化指数值上处于倒数25%的学生被认为是弱势的,那些在阅读能力上达到3级或以上的学生被认为是成功的。在PISA研究范围内测量的18个个体特征被作为独立变量包括在研究中。数据分析采用二元logistic回归分析。根据研究结果建立的回归模型可以预测67%的学业弹性差异,并准确分类85%。学业弹性的预测因子,按其影响程度排序,依次为年级重复、元认知学习策略(理解、总结、评估可信度)的使用、享受阅读、对学术竞争的态度、自我效能和期望的职业。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of the Individual Characteristics that Predict Academic Resilience
The percentage of students who have lower academic achievement than their peers due to their socio-economical disadvantages is globally accepted as an indicator of inequality. Some students, despite their disadvantages, are as successful as their advantaged peers. The family and individual characteristics, as well as academic experiences, of these students, who are referred to as academically resilient, provide useful information to the institutions that work to increase the academic success levels of other disadvantaged students. Accordingly, this study aims to determine the individual characteristics of academically resilient students with a focus on the PISA Turkey results. In line with the OECD criteria, an equal number of academically resilient (N = 214) and academically disadvantaged students participated in the study. Students who’s economic, social, and cultural index values are amongst the bottom 25% were considered to be disadvantaged, and those who performed level 3 and above in reading proficiency were regarded to be successful. Eighteen individual characteristics measured within the scope of PISA research were included in the study as independent variables. Binary logistic regression analysis was used in the analysis of the data. The regression model created in line with the findings was found to predict 67 percent of the variance in academic resilience and make an accurate classification of 85 percent. The predictors of academic resilience, in order of their power, are grade repetition, use of metacognitive learning strategies (understanding, summarizing, evaluating credibility), reading for enjoyment, attitude towards academic competition, self-efficacy, and the desired occupation.
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