I'm scared to go to School! Capturing the Effects of Chronic Daily Fears on Students' Concept of Self.

Journal of applied measurement Pub Date : 2017-01-01
Rense Lange, Cynthia Martinez-Garrido, Alexandre Ventura
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Abstract

Students may experience considerable fear and stress in school settings, and based on Dweck's (2006) notion of "mindset" we hypothesized that fear introduces qualitative changes in students' self-concepts. Hypotheses were tested on 3847 third-grade students from nine Iberoamerican countries (Bolivia, Chile, Colombia, Cuba, Ecuador, Panama, Peru, Spain, and Venezuela), who completed Murillo's (2007) adaptation of Marsh' (1988) SDQ-I. Rasch scaling indicated that the information-content of High-Fear students' ratings was more localized across the latent dimension than was that of Low-Fear students, and their ratings also showed less cognitive variety. The resulting measurement distortions could be captured via logistic regression over the ratings' residuals. Also, using training and validation samples (with respectively 60 and 40% of all cases), it proved possible to predict students' fear levels and their gender. We see the present findings as a first step towards implementing an online warning and detection system for signs of bullying among students.

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我害怕去上学!捕捉慢性日常恐惧对学生自我概念的影响。
学生在学校环境中可能会经历相当大的恐惧和压力,基于Dweck(2006)的“心态”概念,我们假设恐惧会导致学生自我概念的质变。我们对来自9个伊比利亚美洲国家(玻利维亚、智利、哥伦比亚、古巴、厄瓜多尔、巴拿马、秘鲁、西班牙和委内瑞拉)的3847名三年级学生进行了假设检验,这些学生完成了Murillo(2007)对Marsh (1988) sdq - 1的改编。Rasch量表显示,与低恐惧学生相比,高恐惧学生评分的信息含量在潜在维度上更局部化,而且他们的评分也显示出较少的认知多样性。由此产生的测量失真可以通过对评级残差的逻辑回归来捕获。此外,使用训练和验证样本(分别占所有案例的60%和40%),可以预测学生的恐惧程度和性别。我们认为目前的发现是实施在线警告和检测系统的第一步,以发现学生中的欺凌迹象。
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