Cluster sampling is common in survey practice, and the corresponding inference has been predominantly design-based. We develop a Bayesian framework for cluster sampling and account for the design effect in the outcome modeling. We consider a two-stage cluster sampling design where the clusters are first selected with probability proportional to…

Traditional pre-test (TpT)/post-test (PT) and retrospective pre-test (RpT)/post-test (PT) designs are used to collect data on self-reported measures to assess the magnitude of change that occurs from interventions. If measurement invariance does not exist across the measurement occasions within these research designs, it is inappropriate to…

The four paradigms are influential philosophical stances applied to advocate social research designs since they have been supported by eight different analytical lenses and had various functions for analysing the research nature as well as social phenomena based on two main analytical approaches, objective and subjective viewpoints. After…

Literature addressing missing data handling for random coefficient models is particularly scant, and the few studies to date have focused on the fully conditional specification framework and "reverse random coefficient" imputation. Although it has not received much attention in the literature, a joint modeling strategy that uses random…

Systematic reporting of cultural variables in research publications is important to address disparities in diagnostics and treatment for children with ASD from diverse backgrounds. The present review examined reporting of cultural factors in ASD publications in the Swedish research context by using the GAP-REACH checklist developed by the Cultural…

Little is known about services for individuals with autism spectrum disorder (ASD) in India. We systematically reviewed the literature to identify studies of ASD interventions in India. Among the 13 articles meeting review criteria, nearly all described efforts to culturally adapt interventions and/or outcome measures for Indian participants.…

This article enters the debate about the complex and dynamical nature of second language acquisition (SLA) by discussing and commenting on Pallotti's critique of Complex Dynamic Systems Theory (CDST). Pallotti's critique brings to the fore the argument that, due to its anti-reductionist stance, CDST research fails to observe three fundamental…

The final year dissertation is an important part of an undergraduate degree which delivers a wide range of subject-specific and transferable skills. It plays a significant part in students' learning development and overall experience of university. Finding the right project is emotionally important to students and may underpin their subsequent…

Multisite research (MSR) offers the key advantages of greater statistical power and external validity via larger and more diverse participant pools. In second language acquisition (SLA) research, recent developments in meta-analysis have created a robust foundation for MSR. Although logistical and financial obstacles can complicate expansion…

This paper provides a novel instructional methodology that is designed to conceptually address the four main challenges faced by 21st century students, who must learn in a multitude of educational settings (face to face, hybrid and online). The online learning neuroscience supported instructional methodology detailed in this article also provides…

The use of advanced quantitative methods within mixed methods research has been investigated in a limited capacity. In particular, hierarchical linear models are a popular approach to account for multilevel data, such as students within schools, but its use and value as the quantitative strand in a mixed methods study remains unknown. This article…

Recent years have witnessed a burgeoning interest in the study of teacher motivation. Although links between teacher motivation and teacher well-being, commitment to the profession, and other teacher-related outcomes are well-documented, prior research on associations between teacher motivation and student outcomes has been less consistent. This…

Aiming at the equity and peaceful coexistence of multiple cultures and based on the broader ground of multiculturalism, multicultural education stands out as a vital subject. This qualitative study aims to present the state of affairs of the corpus of studies on multicultural education around the world. As a result of a multi-phased search…

These are the appendices for the report "The Effects of an Academic Language Program on Student Reading Outcomes." This study investigated WordGen Elementary, a program designed to improve fourth- and fifth-grade students' ability to understand and communicate academic language and their general reading skill. The program provider…

This article considers the application of phenomenography, as arguably the only research design (so far) to have been developed substantially within higher education research by higher education researchers. It considers its origins, meaning and application, and the issues and critiques that it has raised. It concludes that, while phenomenography…