Causal inference is a central topic in education research, although oftentimes it relies on observational studies, which makes causal identification methodologically challenging. This manuscript introduces causal graphs as a powerful language for elucidating causal theories and an effective tool for causal identification analysis. It discusses…

Education researchers often encounter scenarios where an abrupt policy change occurs within or across jurisdictions or populations that affect key student outcomes. Difference-in-differences is a research design analysts can use to estimate causal effects of these "natural experiments." This article introduces education researchers to…

Physics education researchers are interested in using the tools of machine learning and natural language processing to make quantitative claims from natural language and text data, such as open-ended responses to survey questions. The aspiration is that this form of machine coding may be more efficient and consistent than human coding, allowing…

This paper seeks to raise awareness among educational researchers and practitioners of some significant weaknesses and internal contradictions of randomised control trials (RCTs). Although critiques throughout the years from education scholars have pointed to the detrimental effects of this experimental approach on education practice and values,…

Qualitative research (QR) has gained visibility and acceptance in the field of special education due to early efforts to identify quality indicators focused on technical and methodological aspects of QR. Whereas these indicators focused on credibility and trustworthiness of data, this article articulates additional QR quality indicators to enhance…

As the volume of research on intercultural adaptation of international students (IAIS) increases significantly over the past decades, a systematic review of the diverse literature on a global scale and its development process becomes essential. This study conducted a thorough bibliometric analysis for the knowledge domain of IAIS research using…

Science teacher professional development is complex. Phases in a teacher's career necessitate different professional learning opportunities. Furthermore, knowledge bases, practices, and attributes need to be cultivated during these times. For science teachers, it is not always evident how to link professional learning opportunities progressively…

This article is written for educators who serve as teachers, administrators, policy-makers in childcare settings, schools, classrooms, teacher preparation programs, programs that prepare educational researchers, and universities. Its purpose is to provide background, rationale, and support for individuals within those institutions to address the…

Education researchers use surveys widely. Yet, critics question respondents' ability to provide high-quality responses. As schools increasingly use student surveys to drive local policy making, respondents' (lack of) motivation to provide quality responses may threaten the wisdom of using questionnaires for data-based decision making. To better…

The study of young adult literature (YAL) as both an art form and teaching tool is in its infancy. Barely 50 years old, this emerging genre began to establish a presence in the canon of both classical and popular literature. As a developing field of inquiry, however, YAL struggles for legitimacy and prestige. The purpose of this article is to…

As lines between research paradigms continue to blur with the ever-increasing popularity of mixed methods research, there are useful, and occasionally oxymoronic, opportunities for educational researchers to juxtapose tools from opposing methods. The gold standard is just not possible in so much of what we do with small-scale research, nor is it…

This article addresses research preparation for graduate students. A major assumption is that preparation needs to be differentiated based on a student's goals. Since this is a personal proposal for research preparation, based on experience and the literature, I begin the article providing my perspective since that frames what follows. The next…

In the field of medicine, research and practice are joined in teaching hospitals. In these institutions, researchers work alongside doctors to incorporate recent advances in medical research into practice and track results. There is a growing movement in the field of education to create analogous institutions in education called research schools.…

This article presents the concept of "identity education" (IdEd) referring to the "purposeful involvement of educators with students' identity-related processes or contents." We discuss why educators may consider identity important to the realization of educational goals and choose to target aspects of students' identity in their pedagogical…

As medical education research advances, it is important that education researchers employ rigorous methods for conducting and reporting their investigations. In this article we discuss several important yet oft neglected issues in designing experimental research in education. First, randomization controls for only a subset of possible confounders.…