Class size and teacher effects on non-cognitive outcomes in grades K-3: a fixed effects analysis of ECLS-K:2011 data

IF 2.6 Q1 EDUCATION & EDUCATIONAL RESEARCH Large-Scale Assessments in Education Pub Date : 2023-09-13 DOI:10.1186/s40536-023-00182-8
Spyros Konstantopoulos, Ting Shen
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Abstract

Abstract This study examines the association between class size, teacher characteristics and five non-cognitive student outcomes (i.e., self-control, interpersonal skills, approaches to learning, externalizing and internalizing problem behaviors) in grades K-3. Individual fixed-effects, that control for observed and unobserved time-invariant factors, including student and school time-constant variables, are employed to analyze national data from the Early Childhood Longitudinal Study, Kindergarten Class of 2010–11 (ECLS-K:2011). Results suggest a significant linear association between reducing class size and interpersonal skills. Teacher experience is saliently, positively and significantly related with student self-control, interpersonal skills, and approaches to learning, and negatively associated with externalizing problem behaviors. Teacher education and certification were not associated with any of the five non-cognitive outcomes. Changing schools had a negative effect on student’s self-control.

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班级规模和教师对K-3年级非认知结果的影响:ECLS-K数据的固定效应分析
摘要本研究考察了K-3年级班级规模、教师特征与学生五项非认知成绩(即自我控制、人际交往能力、学习方法、外化和内化问题行为)之间的关系。个体固定效应,即控制观察到的和未观察到的时不变因素,包括学生和学校的时间常数变量,用于分析2010-11年幼儿园班早期儿童纵向研究(ECLS-K:2011)的全国数据。结果表明,班级规模缩小与人际交往能力之间存在显著的线性关系。教师经验与学生自我控制、人际交往能力和学习方法显著正相关,与外化问题行为负相关。教师教育和认证与五种非认知结果中的任何一种都无关。转学对学生的自制力有负面影响。
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来源期刊
Large-Scale Assessments in Education
Large-Scale Assessments in Education Social Sciences-Education
CiteScore
4.30
自引率
6.50%
发文量
16
审稿时长
13 weeks
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