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…

In the academic literature, private supplementary tutoring is widely called shadow education because much of its content mimics that of schooling. The author of this paper wrote the first global study of the phenomenon, which was published in 1999 and set the agenda for much subsequent research. The present paper considers research emphases over…

This study individually estimates and analyzes the contribution of public schools and fee-paid private tutoring classes to academic performance of students in Sri Lanka. Econometric models and measures of descriptive statistics were estimated and instructional time was graphically compared to test whether the private tutoring classes significantly…

Shadow education has burgeoned into a global phenomenon, and over the last 30 years, a substantial body of literature has emerged to explore this trend. Drawing on bibliometric data from 377 articles retrieved from the Web of Science (WOS), this study investigates the evolving landscape of shadow education research. It examines historical…

The recent dynamic turn in second language acquisition research has called for an investigation in learner agency by taking its complex dynamic nature into account. Informed by complex dynamic systems theory (CDST), this study investigated the agency of learners in a complex educational context where mainstream schooling and private tutoring…

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…

The relationship between private tutoring (PT) and mainstream education is among the complex themes characterizing PT discourses in the literature. This study examined the complications of practices and processes in tutoring and schooling to elucidate different roles played by PT and its relationship with mainstream education.…

The educational services industry has grown internationally, and there has been an explosion in external programmes that teach basics and behavioural control, as well as administrative data programmes. This growth has affected the governance of preschools worldwide and spurred schoolification and marketisation. In this context, this study examines…

The process of privatising services historically provided by the state has blurred the boundaries between what is considered to be 'private' and 'public'. However, few efforts have been made in the educational arena to develop tools to measure this process. Most of the previous research has relied on narrow definitions about what is private and…

The so-called shadow education system of private supplementary tutoring has in some contexts been described as privatization by default rather than by government policy. An allied literature shows that while such tutoring claims to supplement, it may also undermine schooling. This paper, with data from Myanmar, identifies ways in which shadow…

The establishment of private universities in Greece sparked concerns in the academic community. For about a month, two images of private universities were juxtaposed. The media and government officials communicated an optimistic image emphasising the purported benefits to the county's economy. Critics argued that establishing private universities…

Shadow education, or supplementary private tutoring, has expanded to become a multi-billion-dollar industry worldwide, capitalising on the desires of parents and their children to succeed and excel in education. In doing so, shadow education draws upon and reproduces cultural capital represented by knowledge, skills and educational credentials and…

Research on the instructional quality of private tutoring is scarce. Meanwhile, poor instructional quality may be a reason for the minimal or null effects of private tutoring on academic achievement reported in many studies. It is also not clear what makes a good private tutor. To fill in these gaps, the study examined whether the structure of…

The challenges that are encountered in private schools are in constant flux. Teachers and administrators are tasked with leading and guiding future generations in tumultuous times. A leader's creativity has a significant influence on the diverse teams that are engaging school-age children. Creative leadership is lacking in academic research in…