Background: Life satisfaction is a key component of students' subjective well-being due to its impact on academic achievement and lifelong health. Although previous studies have investigated life satisfaction through different lenses, few of them employed machine learning (ML) approaches. Objective: Using ML algorithms, the current study predicts…

This study aims to assess and examine secondary school teachers' perceptions of school climate and job satisfaction in five diverse countries: Japan, Korea, Finland, the United States of America (USA), and Australia. It explores the impact of school climate on teachers' job satisfaction, a pivotal factor influencing teacher retention, mobility,…

Educational recommender systems have been supporting personalized learning in various ways. However, less discussion is conducted about whether and how to personalize the strategies to generate recommendations based on student differences. In this study, we aim at investigating how students judge recommendations based on different strategies, and…

Trends in International Mathematics and Science Study (TIMSS) 2019 data revealed that Grade 8 science teachers in several Asian countries (Chinese Taipei, Hong Kong SAR, Japan, and South Korea) reported lower job satisfaction levels than the international average. For example, while Japanese Grade 8 students ranked among the highest in science…

Previous research on identity development among adolescents has focused on the processes involved. However, it is unclear how the sense of identity (synthesis and confusion) develops and how it relates to life satisfaction. This study aims to examine the relationship between sense of identity and life satisfaction among Japanese youth living in…

This study investigates junior high school students' perspectives on improving manufactured products and their perceptions as users after participating in materials processing technology learning in Japan. Guided by recent changes in Japanese curriculum guidelines emphasizing real-world application, we conducted a web-based survey collecting 721…

Teacher job satisfaction has been investigated as a critical influence on teacher turnout and the development of high-quality schools. Employing hierarchical linear modeling (HLM), the present study examined the effects of both teacher- and school-level factors on teacher job satisfaction in Japan and South Korea. Education in both countries is…

Rolefulness is a psychological concept that refers to a person's continuous sense of role satisfaction in their daily lives. This study introduces the rolefulness development theory--that social rolefulness emerges from social experiences first and then facilitates internal rolefulness. Hence, using a sample of high school students, this study…

Facing increasing critique that PISA focuses too narrowly on cognitive achievement and human/knowledge capital, the OECD has recently shifted some of its focus to student happiness. The 2017 Students' Well-Being report distinguishes between 'happy schools' and 'unhappy schools', showing that among students who combined high performance and life…

Since 1995, the International Association for the Evaluation of Educational Achievement (IEA) implemented the Trends in International Mathematics and Science Study (TIMSS) as an international comparative study. This article aims at identifying the correlations of science classroom instructions with TIMSS science achievement of eighth graders among…

As a case study of the introduction of efficient and effective teaching materials and methods that enhance students' technological literacy in different areas despite the relative lack of classroom hours devoted to technology education in Japanese junior high schools, a front-loaded horn speaker system was proposed as a component of multipurpose…

Over the past century, technological development and better access to services has resulted in significant improvements to quality of life. Despite this, however, levels of stress, anxiety and depression are rising. Education can play a role in supporting well-being during and beyond schooling. Schools are increasingly concerned not only with…

The esteem historically attributed to the teaching profession in Japan is eroding, and some Japanese teachers who identify with the ideal of being a "life educator" are becoming disillusioned with teaching. While the stress and anxiety associated with teacher disillusionment have been researched from a Western perspective, little is…

Sociologists in education have pointed out disparities associated with socioeconomic status (SES) in the Japanese compulsory education system that was once regarded as egalitarian. In addition to disparities between individual students, prior studies have empirically shown SES-based disparities among schools on important indicators such as…

It is commonly believed that education is a good thing for individuals. Yet, its correlation with subjective well-being is most often only weakly positive, or even negative, despite the many associated better individual-level outcomes. We here square the circle using novel Japanese data on happiness aspirations. If reported happiness comes from a…