Missing data presents a significant challenge in Educational Data Mining (EDM). Imputation techniques aim to reconstruct missing data while preserving critical information in datasets for more accurate analysis. Although imputation techniques have gained attention in various fields in recent years, their use for addressing missing data in…

The complex challenges facing society today call for new ways of doing research that bring researchers, policy makers, community leaders and members, industry stakeholders, and others together to identify evidence needs, contribute different kinds of knowledge and expertise, and use evidence to accomplish shared goals. Although momentum is…

The study aims to reveal the thoughts of the researchers about the data collection process in the studies whose data were provided by the participants' views. The case study approach, one of the qualitative research designs, was used in the study. The study group of the research consists of a total of 12 experienced researchers, 9 women, and 3…

This systematic review of literature on race in rural educational scholarship addresses the research question: How are race and racism typically represented (defined, discussed) in rural education literature? Subquestions: What factors have been explored at length in regard to race and racism? and Where are the predominant gaps in the research…

Evaluators widely agree that the involvement of key actors is a central aspect of quality practice. However, a scoping review of to what extent and how youth are included has not been explored. This is an important omission because many evaluations are done on programs that directly serve youth. We examined 159 evaluation reports in a publicly…

Research in psychology and education tend to use large-N group designs that necessitate reporting of mean measures analyzed mostly with null hypothesis statistical testing (NHST), but sometimes with Bayesian, or the estimation approaches in inferential statistics. These approaches all render the average person or student as the the putative…

The purpose of this research is to solve the problem of producing research (academic journals, books, book chapters) based on the curriculum. In this sense, the methodology called NODE PROJECTS has been developed. Its objective is to promote and manage collaborative scientific research based on the needs of the environment at a national and…

This paper presents the best practices used by institutional review boards (IRBs) and human research protections programs (HRPPs) to prepare online graduate student investigators for human research protections specific to research within online graduate degree programs or where research supervisors are not proximal to graduate student…

OpenStax Kinetic is an innovative research infrastructure that aims to transform education and learning research in the digital age. With its access to large sample sizes, authentic learning environments, experimental control, scalability, security and privacy protection, Kinetic provides an unparalleled opportunity for researchers to study the…

Obtaining informed consent is the foundation of ethics in clinical research involving human participants. Individuals who provide informed consent acknowledge they understand all aspects of the research including the nature of the study, the risks and benefits of participation, the participants' rights, study procedures, research duration,…

We used citation cartography to answer the question, "what research agendas should we pursue, with respect to engagement and learning needs, to ensure that all students reach their potential?" First, we found that current research studying engagement and learning needs were located on the periphery of the field with few connections…

Applying a three-level meta-analysis, the goal of our investigation was to examine the relationship between parental homework involvement and students' achievement, and to study whether certain study features could have resulted in the inconsistent results regarding this relationship across primary studies. We identified a total of 28 studies (32…

Several recommender systems have been proposed to suggest courses to students based on their transcripts. In this paper, we evaluate whether these systems can be generalized to other academic activities, such as research projects and extracurricular activities. We follow previous grade-aware and content-based approaches, where course descriptions…

The general expectation for many successful educational innovations is to "scale up" the project. Based on interviews with participating teachers, facilitators and administrators, this research shares findings from the "scaling up" stage of a federally funded mathematics project designed to help teachers reach a wide range of…

Design based research (DBR) has become a popular methodology for exploring various aspects of mathematics education due to its focus on theoretical development and practical implementation. Drawing on a recent meta-study into trends in mathematically focused DBR studies, this paper explores how this method is being used in comparison to its…