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 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…

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 COVID-19 pandemic prompted unprecedented school closures in England, which quickly generated widespread concern at the impacts of missed schooling: 'lost learning' became the dominant motif of these concerns and 'catch-up' emerged as the received solution. This article focuses on the central pillar of the government's post-pandemic response:…

This essay aims to continue a conversation initiated in the 1980s about the contrasting terms "peer" and "tutor." This essay begins with a brief history of the terms, and applies Kenneth Burke's concept of identification to peer tutoring to attempt to explain these contradicting terms. Burke's theory of identification…

Purpose: In Korea, private tutoring is considered a social evil that damages the capacity of public schooling and undermines social justice. Although the government has implemented various policies to reduce private tutoring, ranging from improving the quality of education to providing "quasi-private tutoring" programs and regulating the…

Undergraduate peer drop-in mathematics tutoring is a common form of support at the university level, yet research regarding how to train this specific group of tutors is underspecified. This paper aims to describe a training program for this population that is grounded in mathematics education research. It serves as a first step in conducting a…

This conceptual article presents a challenge to the dominant view and practice of teacher professional learning and its focus on preparing "experts in teaching" and proposes instead an emphasis on preparing "experts in learning." Drawing on contemporary knowledge on the nature of human learning and development, and in…

In a 1984 essay, Benjamin Bloom, an educational psychologist at the University of Chicago, asserted that tutoring offered "the best learning conditions we can devise" and that tutors could raise student achievement by two full standard deviations--or, in statistical parlance, two "sigmas." The influence of Bloom's two-sigma…

Writing centers have long been a hallmark in supporting the development of student writers at North American academic institutions. Writing centers are often connected to a writing program or learning center open to all students for one-on-one tutorials regarding a writing project. Tutors function as coaches or collaborators, rather than as…

This article challenges and explores an after-school literacy tutor program in a semi-urban midwestern state. As after-school programs continue to be widely used across the United States, there is also continued efforts to engage students in continued academic learning after school. Hynes and Sanders (2011) studied the experiences of various…

Around the world, the provision of private supplementary tutoring, widely known as "shadow education", is attracting increased attention. In many countries, teachers are major providers of such tutoring outside their official school hours. Other providers include personnel in tutorial centres, and university students who operate…

With the popularity of online one-to-one tutoring, there are emerging concerns about the quality and effectiveness of this kind of tutoring. Although there are some evaluation methods available, they are heavily relied on manual coding by experts, which is too costly. Therefore, using machine learning to predict instruction quality automatically…

Low literacy in adulthood can be a powerful barrier to opportunity. Our research explored how participation in a free adult literacy program that provides dyadic support can help participants to build confidence and meet their unique literacy goals. We conducted in-depth interviews with 15 randomly-selected adult literacy learners who participated…

Recent decades have brought significant expansion of the so-called shadow education sector of private supplementary tutoring across the globe. Increasing numbers of school teachers provide such tutoring on a part-time basis; and increasing numbers of tutorial centres recruit teachers from schools to work full time. Tutorial centres also recruit…