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William Bosshardt; Amanda Jennings; Peter Davies – Journal of Economic Education, 2024
The authors of this article present arguments for why and how qualitative research should be used in economic education. These arguments recognize the nature of economics as a discipline and economics educators' current expertise and preferences. The authors have five goals: (i) clarifying how and why the use of qualitative research in economic…
Descriptors: Economics Education, Educational Research, Qualitative Research, Statistical Analysis
Edelsbrunner, Peter A.; Flaig, Maja; Schneider, Michael – Journal of Research on Educational Effectiveness, 2023
Latent transition analysis is an informative statistical tool for depicting heterogeneity in learning as latent profiles. We present a Monte Carlo simulation study to guide researchers in selecting fit indices for identifying the correct number of profiles. We simulated data representing profiles of learners within a typical pre- post- follow…
Descriptors: Learning Processes, Profiles, Monte Carlo Methods, Bayesian Statistics
Laura Vernikoff; Emilie Mitescu Reagan – Review of Research in Education, 2024
Quantitative education research is often perceived to be "objective" or "neutral." However, quantitative research has been and continues to be used to perpetuate inequities; these inequities arise as both intended effects and unintended side effects of traditional quantitative research. In this review of the literature, we…
Descriptors: Educational Research, Educational Researchers, Research Methodology, Research Problems
Peng, Yiwei; Xiao, Junhong – Asian Journal of Distance Education, 2022
This study aims to investigate the trustworthiness of empirical research published in distance education (DE) journals, an area that has yet to be systematically explored. The review covers 238 empirical studies which were based on primary data and published in 2021 in eight DE journals listed in Social Science Citation Index (SSCI) or Emerging…
Descriptors: Credibility, Periodicals, Journal Articles, Educational Research
Larini, Michel; Barthes, Angela – John Wiley & Sons, Inc, 2018
This book presents different data collection and representation techniques: elementary descriptive statistics, confirmatory statistics, multivariate approaches and statistical modeling. It exposes the possibility of giving more robustness to the classical methodologies of education sciences by adding a quantitative approach. The fundamentals of…
Descriptors: Statistical Analysis, Educational Research, Data Collection, Data Processing
Sales, Adam C.; Hansen, Ben B. – Journal of Educational and Behavioral Statistics, 2020
Conventionally, regression discontinuity analysis contrasts a univariate regression's limits as its independent variable, "R," approaches a cut point, "c," from either side. Alternative methods target the average treatment effect in a small region around "c," at the cost of an assumption that treatment assignment,…
Descriptors: Regression (Statistics), Computation, Statistical Inference, Robustness (Statistics)
May, Henry; Jones, Akisha; Blakeney, Aly – AERA Online Paper Repository, 2019
Using an RD design provides statistically robust estimates while allowing researchers a different causal estimation tool to be used in educational environments where an RCT may not be feasible. Results from External Evaluation of the i3 Scale-Up of Reading Recovery show that impact estimates were remarkably similar between a randomized control…
Descriptors: Regression (Statistics), Research Design, Randomized Controlled Trials, Research Methodology
Zuchao Shen – ProQuest LLC, 2019
Multilevel experiments have been widely used in education and social sciences to evaluate causal effects of interventions. Two key considerations in designing experimental studies are statistical power and the minimal use of resources. Optimal design framework simultaneously addresses both considerations. This dissertation extends previous optimal…
Descriptors: Educational Research, Social Science Research, Research Design, Robustness (Statistics)
Jolly, Jennifer L.; Chessman, Angela – Gifted and Talented International, 2017
This study seeks to investigate the body of literature generated in the Australasian Journal of Gifted Education from the establishment of the journal in 1992 until 2013, focusing on the research field in order to understand its research foci, the rigor of research generated, and how events in the Australian context can influence the type of…
Descriptors: Foreign Countries, Academically Gifted, Educational Research, Educational History
Polanin, Joshua R.; Tanner-Smith, Emily E.; Hennessy, Emily A. – Review of Educational Research, 2016
Practitioners and policymakers rely on meta-analyses to inform decision making around the allocation of resources to individuals and organizations. It is therefore paramount to consider the validity of these results. A well-documented threat to the validity of research synthesis results is the presence of publication bias, a phenomenon where…
Descriptors: Publications, Periodicals, Bias, Effect Size
Polanin, Joshua R.; Tanner-Smith, Emily E.; Hennessy, Emily A. – Grantee Submission, 2016
Practitioners and policymakers rely on meta-analyses to inform decision-making around the allocation of resources to individuals and organizations. It is therefore paramount to consider the validity of these results. A well-documented threat to the validity of research synthesis results is the presence of publication bias, a phenomenon where…
Descriptors: Publications, Periodicals, Bias, Effect Size
McAlpine, Lynn; Pyhältö, Kirsi; Castelló, Montserrat – Studies in Continuing Education, 2018
Two decades of research into early career researchers has highlighted the interaction of a constellation of influences in making sense of their experiences. Such research largely draws on either quantitative or qualitative traditions. While both traditions explore similar phenomena, research questions are often framed differently and use different…
Descriptors: Educational Research, Researchers, Novices, Research Design
Muschallik, Julia; Pull, Kerstin – Education Economics, 2016
Mentoring programs are increasingly widespread in academia. Still, comparatively little is known about their effects. With the help of a self-collected dataset of 368 researchers in two different fields and accounting for self-selection via matching techniques, we find mentees in formal mentoring programs to be more productive than comparable…
Descriptors: Mentors, Higher Education, Productivity, Economics Education
Pike, Gary R.; Graunke, Steven S. – Research in Higher Education, 2015
Despite being criticized as unrepresentative and misleading, retention and graduation rates are an important part of college-search web sites and accountability systems, and they frequently have been used as indicators of institutional quality and effectiveness in educational research. Retention and graduation rates are often compared over time…
Descriptors: Institutional Characteristics, Cohort Analysis, Student Characteristics, Graduation Rate
Clarke, Paul; Crawford, Claire; Steele, Fiona; Vignoles, Anna – Education Economics, 2015
The use of fixed (FE) and random effects (RE) in two-level hierarchical linear regression is discussed in the context of education research. We compare the robustness of FE models with the modelling flexibility and potential efficiency of those from RE models. We argue that the two should be seen as complementary approaches. We then compare both…
Descriptors: Hierarchical Linear Modeling, Regression (Statistics), Educational Research, Comparative Analysis