As videos have become one of the most common content delivery formats for online learning, tutorial-style videos have shown positive influences on student learning. Tutorial-style videos feature a tutoring session between an instructor and a student and can be used for online or flipped classroom teaching. However, past studies have been…

Learning to derive subgoals reduces the gap between experts and students and makes students prepared for future problem solving. Researchers have explored subgoal-labeled instructional materials in traditional problem solving and within tutoring systems to help novices learn to subgoal. However, only a little research is found on problem-solving…

Undergraduate mathematics tutoring centres are prevalent in many countries; however, there is limited research-based evidence on effective organizational structures for these centres. In this study, we consider two research questions. First, how can the quantitative and qualitative data from 10 mathematics tutoring centres be organized for…

Teaching elementary students how to read is undeniably crucial, yet a substantial number of children encounter difficulties despite early interventions. Cross-age tutoring, a pedagogical approach that pairs older students with younger peers, emerges as a cost-effective solution that brings academic and social benefits to both the tutor and the…

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…

Peer-assisted learning (PAL) is a long-standing educational concept in higher education (HE) and has been subjected to ongoing development and ultimate implementation into so-called 'high-risk' programmes. Substantial literature and evidence are available to confirm that PAL is an effective tool for unlocking active learning in medical education.…

Private supplementary tutoring (PT) has expanded significantly and attracted widespread public interest in China in recent years. It deserves systematic empirical research and reflection, given its crucial theoretical and practical implications. Based on the data of a large-scale survey and testing project, this study examined its effects on the…

Supplementary private tutoring (PT) is commonly implemented worldwide, particularly among countries with highly competitive school systems and high-stakes examinations. Families often consider PT to promote their children's skills and address any gaps in children's learning. However, PT generally requires a considerable amount of family resources,…

Many higher education institutions offer drop-in tutoring programs hosted by writing specialists to support struggling students while others may also/alternatively embed tutors directly into courses. In this quasi-experimental study, we compared survey results from 100 students in basic/developmental courses that featured embedded peer tutors with…

The purpose of this study was to improve the learning achievement of extroverted students on algebraic operations using the tutorial method. This type of research was a single subject with AB design, where A is the baseline condition, and B is an intervention condition. The research subjects were selected based on a purposive sampling technique…

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…

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,…

High-dosage tutoring is receiving a lot of buzz as a promising tool to address learning loss in the wake of the COVID-19 pandemic. But unlike vaccines, successful tutoring programs are challenging to scale with fidelity. In this paper, long-time educators Michael Goldstein and Bowen Paulle recommend: (1) Evaluating tutoring programs and measuring…

Peer tutoring methods were implemented in a 2nd grade classroom using an alternating treatments design with a baseline. In the baseline phase, 18 participants spelled words they had not yet learned. During the treatment phase, teacher-led spelling instruction was alternated each week with peer tutoring for spelling. Peer tutoring for spelling was…

While an abundance of evidence-based mathematics interventions are available to support students' mathematics fluency, research suggests that they are not often implemented within schools. Moreover, national data suggests that most students in the United States are not meeting grade level expectations in mathematics. This underperformance coupled…