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,…

Dr Mahmoud M. S. Abdallah's article, "The New Territory of Educational Research in TESOL/TEFL: What Novice Researchers Should Know", provides a comprehensive guide for novice researchers in Teaching English to Speakers of Other Languages (TESOL) and Teaching English as a Foreign Language (TEFL). It emphasises the importance of research…

This edited volume illustrates the idea of a successful research capacity model, critically addressing preconceived notions of early career research projects' impact and drawing together insights and implications around the encouragement of newer researchers to conduct useful, robust studies with real-world effect. Centring on research undertaken…