Focusing on the shadow education system of private supplementary tutoring, this paper contains comparisons over time and place in the distinctive circumstances of the Soviet Union and the 15 independent countries that emerged following its collapse in 1991. The paper uses the lenses of politics and economics to understand changing tides in the…

The increasing prevalence of private tutoring has received minimal scholarly attention in the United States. We use over 25 years of geocoded data on the universe of U.S. private tutoring centers to estimate the size and growth of this industry and to identify predictors of tutoring center locations. We document four important facts. First, from…

This brief essay aims to probe an accepted norm in peer tutoring hiring processes, specifically the "ipso facto" acceptance that a good student equates to being a good tutor. While this practice makes sense in many instances, perhaps a more holistic approach is warranted, particularly in light of the humanistic work we perform in…

As learning assistance in higher education continues to grow and become more normalized, it is vital that the staff providing the services, especially peer educators such as tutors, and Supplemental Instruction leaders, among others, are adequately prepared to meet the demands of their job and provide high-quality support to students. Peer…

Peer tutoring can improve learning by prompting learners to reflect. To assess whether peer interactions are conducive to learning and provide peer tutoring support accordingly, what tutorial dialog types relate to student learning most? Advancements in collaborative learning analytics allow for merging machine learning-based dialog act…

One of the Information and Communication Technology (ICT) developments used in the learning process is the Intelligent Tutoring System (ITS), and gamification can overcome boredom, lack of interest or motivation, and monotony when using the ITS. In this study, the application of ITS equipped with Gamification is called ITS + G. Currently, several…

This paper aims to present a systematic literature review and bibliometric analysis of research papers published on chat generative pre-trained transformer (ChatGPT), an OpenAI-developed large-scale generative language model. The study's objective is to provide a comprehensive assessment of the present status of research on ChatGPT and identify…

This article examines how shadow education is changing with digital platforms. Using the case of Egyptian education, it argues that digital learning platforms and social media platforms are profoundly penetrating Egypt's private tutoring landscape in a process of platformization. Rather than adding an online type of tutoring to an already-existing…

Public education isn't a sector known for quick change, but the COVID-19 pandemic turned schools into labs of innovation nationwide. By the pandemic's end, a remarkable number of K-12 classrooms had come to embrace tutoring, particularly "high-impact tutoring" and its adaptable design. In "The Future of Tutoring," Liz Cohen…

Drawing on the crisis management cycle (CMC) framework, this study examines the organizational adjustments made by school systems in response to the COVID-19 pandemic, with a focus on the implementation of high-impact tutoring (HIT) to address the pandemic's academic impacts. Analyzing 112 interviews across 10 local education agencies, we identify…

Research on the effectiveness of Intelligent Tutoring Systems (ITSs) suggests that automatic hint generation has the best effect on learning outcomes when hints are provided on the level of intermediate steps. However, ITSs for programming tasks face the challenge to decide on the granularity of steps for feedback, since it is not a priori clear…

In many societies today, there has been an increase in out-of-school time education, extended education, for children and adolescents. Extended education is a field that has been growing rapidly in recent years. This issue provides an overview of developments in various countries around the world. Theoretical considerations on similarities and…

Paying for private tuition on top of a child's standard schooling is growing increasingly popular. But its use is creating a two-tier system, with wealthier families able to pay to secure their children advantages that poorer families simply cannot afford. For almost two decades, Sutton Trust research has highlighted the growth of private…

The rapid evolution of artificial intelligence (AI) has created an unprecedented opportunity for innovation across industries, but its complexity often presents a steep learning curve for many (Roberts & Candi, 2024; Gunner, 2025). This highlights the need for user-friendly tools that bridge the gap between AI's potential and its practical…

Background: BLuE -- 'Bildung, Lebenskompetenz und Empowerment' ['Education, Life Skills and Empowerment'] -- is an inclusive university programme with a peer-mentoring system, where students of the primary education programme assist students with attributed cognitive or mental disabilities as tutors. Deutsch et al. (2024) showed that it is a…