Based on the survey data of shadow education activities of junior middle school students in Dalian, China in 2020, this paper analyzes the socio-spatial differentiation of participation, activity spatial distribution and travel distance. It's found that: (1) The participation rate reaches 74.17%. In general, the higher socioeconomic status strata…

Most parents consider private supplementary tutoring (PT) as an effective means of improving academic achievement. However, previous studies on this method have produced either partial or inconclusive results on its effectiveness. Thus, in the present study we conducted a comprehensive analysis of the learning of middle school students in China,…

This study investigated whether various aspects of the home learning environment -- that is, learning-related processes, parental perceptions of their child, and structural characteristics -- predicted private tutoring attendance in Grade 8. We used the data of 7393 students from the German National Educational Panel Study. Seventeen percent of…

This study examines the influence of peers who receive private tutoring on an individual student's engagement in private tutoring. Using data from the Gyeonggi Education Panel Study of 7th and 10th graders in Korea, we leverage quasi-experimental variation generated from the random allocation of students to classes in schools. To address the…

Using the 2015 data of the China Education Panel Survey (CEPS), the relationship between family socioeconomic background, parent involvement, and shadow education participation was explored through structural equations. The results showed that: parent involvement strengthened shadow education participation; parent involvement played a part in the…

Private supplementary tutoring is a widespread phenomenon. However, evidence that private tutoring has positive effects on academic achievement or about the specific conditions of successful private tutoring is rare. Adapting Carroll's (1963) model for school learning to private tutoring, we expected to find positive effects of tutoring duration,…

Shadow education is used not only to improve students' educational achievements but also to maintain social reproduction by advantaged families. However, little is known about the socially stratified shadow education participation during COVID-19 when the educational environment was uncertain. Using data collected before and after the COVID-19…

This study examines the effects of student-, family-, and school-related factors on student achievement at lower secondary schools in rural Cambodia. To investigate the determinants of student achievement, a survey study was conducted in four rural districts, including 20 lower secondary schools for investigation. A total of 517 seventh graders…

In general, private supplementary tutoring is considered an effective means of improving academic achievement by parents. However, previous studies have produced partial or inconclusive results regarding its effectiveness. Thus, the present study conducted a comprehensive analysis based on a specially designed longitudinal survey of private…

The Chinese education system is characterized as highly meritocratic and examination-oriented. Scores in high-stakes public standardized examinations mainly determine upward educational transitions. Private tutoring classes (PTCs) are a typical measure to boost students' academic achievement. Mental health is also assumed to affect one's behaviors…

This study aimed at uncovering complexities surrounding in-service English as a foreign language (EFL) teachers' identity development. Literature still lacks knowledge about such process in the face of workplace conflicts and as to whether such conflicts vacillate EFL teachers' imagined and practiced identities, especially in the context of Iran.…

This study examined changes of test anxiety under the reform of the examination system in Taiwan. We sampled 46,361 Grade 9 students in Taiwan for 9 consecutive years starting from 2011 to collect data on their test anxiety, cram school attendance frequency, and academic achievement. Students' test anxiety level was compared between three periods:…

Shadow education helps students become academically competitive. Currently, little is known about whether shadow education can effectively fulfill either remedial or enrichment purposes in China. Using the nationally representative data from the China Education Panel Survey (CEPS) collected in 2013 and 2014, this paper explored the opportunity gap…

This paper unpacks the factors likely to influence students' use of supplementary private tutoring in Qatar. Drawing on insights from Ajzen's theory of planned behavior (TPB), the current study seeks to understand the main predictors of private tutoring usage in the context of Qatar. This study used survey questionnaire data to ascertain key…

There has been increasing interest in exploring heterogeneous treatment effects using machine learning (ML) methods such as causal forests, Bayesian additive regression trees, and targeted maximum likelihood estimation. However, there is little work on applying these methods to estimate treatment effects in latent classes defined by…