In a randomized controlled trial (RCT), treatments are assigned randomly and treatments are withheld from participants. Is it ethically permissible to conduct an RCT in a social setting? This paper addresses two conditions for justifying RCTs: that there should be a state of equipoise and that the trial should be scientifically promising.…

This paper presents a non-parametric imputation technique, named random forest, from the machine learning field. The random forest procedure has two main tuning parameters: the number of trees grown in the prediction and the number of predictors used. Fifty experimental conditions were created in the imputation procedure, with different…

Improving academic, behavioural, and social outcomes of students through empirical research has been a firm commitment among researchers, policy-makers, and other professionals in education across Europe and the United States (U.S.). To assist in building scientific evidences, executive bodies such as the European Commission and the Institute for…

The article reports on a study of methodological innovation involving occupational therapy (OT) students in higher education (HE). It is based on an original project which examined the experiences and outcomes of non-traditional entrants to pre-registration OT education. A feature of the original project was the application of the epistemological…

Propensity score matching (PSM) has become a popular approach for research studies when randomization is infeasible. However, there are significant differences in the effectiveness of selection bias reduction among the existing PSM methods and, therefore, it is challenging for researchers to select an appropriate matching method. This current…

The Children Crossing Borders (CCB) study is a polyvocal, multi-sited project on immigration and early childhood education and care in five countries: Italy, Germany, France, England and the USA. The complicated nature of the data pushed us as a group to expand our methodological resources to not only organize the data but also to make it…

For almost two decades, there has been growing interest in what design-based research (DBR) can contribute to both educational practice and theory. Since its introduction into the literature, this orientation to educational research has repeatedly been likened to aeronautical engineering as a way to clarify its nature and argue its potential. This…

In response to Denzin and Lincoln's claim that using a variety of interpretive analyses enables a better understanding of the world, I examine two different analyses of the same data set. Using a survey of preservice elementary education students (n = 208) asked to describe their perceptions of teacher professionalism, I contrast the application…

This article is a reflection on an area of particular interest in the current research environment, but which has not yet been explored satisfactorily in the education literature: the evaluation of educational research. The particular focus is on the UK context, but the article is informed by comparative evidence from six countries (gathered…