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Sigrún Eyrúnardóttir Clark; Norha Vera San Juan; Thomas Moniz; Rebecca Appleton; Phoebe Barnett; Cecilia Vindrola-Padros – Evaluation Review, 2025
Rapid approaches are essential when resources are limited and when findings are required in real-time to inform decisions. Limitations exist in their design and implementation, which can lead to a reduced level of trust in findings. This review sought to map the methods used across rapid evaluations and research to facilitate timeliness and…
Descriptors: Evaluation Methods, Research Methodology, Credibility, Research Problems
Bahar Memarian; Tenzin Doleck – Education and Information Technologies, 2025
Research has paid less attention to the formalization of education from a systems theory and control perspective, rather than a mere algorithmic one. In this work, the underpinnings of system theory and control are provided, along with a review of their application in education. The review of studies in databases found only seven articles that…
Descriptors: Educational Research, Educational Practices, Systems Approach, Research Problems
G. Thomas Schanding Jr. – Canadian Journal of School Psychology, 2024
Generally, psychology (as well as school psychology) aligns with medicine in establishing and utilizing evidence-based practices (EBP). More recently, strong calls have been made and advanced to ensure that psychology evolves and incorporates social justice principles to safeguard equity, diversity, and inclusion to benefit all. This essay…
Descriptors: School Psychology, Evidence Based Practice, Social Justice, Research Problems
Chevonne Sutter; MaryAnn Demchak; Todd Sundeen – Rural Special Education Quarterly, 2025
There is currently no universally adopted definition of rural either by government entities or by rural special education researchers. Yet, the replicability, generalizability, transferability, and validity of rural special education research is dependent upon the definition of rural researchers' use to situate their work. Examining the…
Descriptors: Special Education, Rural Education, Educational Research, Research Problems
Stephanie Wermelinger; Marco Bleiker; Moritz M. Daum – Infant and Child Development, 2025
Children's fuzziness leads to increased variance in the data, data loss, and high dropout rates in developmental studies. This study investigated the importance of 20 factors on the person (child, caregiver, experimenter) and situation (task, method, time, and date) level for the data quality as indicated via the number of valid trials in 11…
Descriptors: Infants, Young Children, Research Problems, Factor Analysis
J. Matt Jameson; Joanna Ryan; Laura Rogers; Shamby Polychronis; Mary Woodruff – Rural Special Education Quarterly, 2025
Conducting survey research in rural educational contexts presents unique challenges and requires specific methodological considerations. This article provides an overview of potential adaptations that may help support effective, valid, and impactful rural survey research and a brief review of survey research published in "Rural Special…
Descriptors: Special Education, Rural Education, Educational Research, Rural Schools
Liping Guo; Sarah Miller; Wenjie Zhou; Zhipeng Wei; Junjie Ren; Xinyu Huang; Xin Xing; Howard White; Kehu Yang – Campbell Systematic Reviews, 2025
Background: A systematic review is a type of literature review that uses rigorous methods to synthesize evidence from multiple studies on a specific topic. It is widely used in academia, including medical and social science research. Social science is an academic discipline that focuses on human behaviour and society. However, consensus regarding…
Descriptors: Foreign Countries, Literature Reviews, Social Science Research, Meta Analysis
Daniel Poole; Audrey Linden; Felicity Sedgewick; Oliver Allchin; Hannah Hobson – Autism: The International Journal of Research and Practice, 2025
Pre-registration refers to the practice of researchers preparing a time-stamped document describing the plans for a study. This open research tool is used to improve transparency, so that readers can evaluate the extent to which the researcher adhered to their original plans and tested their theory appropriately. In the current study, we conducted…
Descriptors: Autism Spectrum Disorders, Research, Periodicals, Disclosure
Gamon Savatsomboon; Phamornpun Yurayat; Ong-art Chanprasitchai; Warawut Narkbunnum; Jibon Kumar Sharma; Surapol Svetsomboon – Journal of Practical Studies in Education, 2024
The paper has three major objectives. The first objective of the paper is to synthesize and define common categories of meta-analysis. The second objective is to propose a way to comprehend these common categories of meta-analysis through learning from their respective generic conceptual frameworks. The third objective is to point out which R…
Descriptors: Classification, Meta Analysis, Computer Software, Educational Research
Leala Holcomb; Wyatte C. Hall; Stephanie J. Gardiner-Walsh; Jessica Scott – Journal of Deaf Studies and Deaf Education, 2025
This study critically examines the biases and methodological shortcomings in studies comparing deaf and hearing populations, demonstrating their implications for both the reliability and ethics of research in deaf education. Upon reviewing the 20 most-cited deaf-hearing comparison studies, we identified recurring fallacies such as the presumption…
Descriptors: Literature Reviews, Deafness, Social Bias, Test Bias
Lexi Swanz; Allyson Hanson; Daniel R. Espinas – Society for Research on Educational Effectiveness, 2023
Introduction: Missing data are bound to occur in education intervention research. Reasons vary but always have the consequence of reducing sample sizes and can, under certain conditions, seriously bias estimated intervention effects. A wide array of methods have been developed for handling missing data (Enders, 2023). Whereas older approaches…
Descriptors: Research Problems, Special Education, Intervention, Educational Research
Elizabeth S. Peterson; Joseph A. Taylor – Educational Research and Reviews, 2025
The methodological controversy surrounding ordinal outcome data has posed a distinct challenge to the conceptualization, design, and conduct of research in the social and behavioral sciences for more than 75 years. Accordingly, this study sought to supply a comprehensive and multidisciplinary perspective of the debate and in so doing lay the…
Descriptors: Research Problems, Educational Research, Social Science Research, Research Methodology
Betsy Wolf – Society for Research on Educational Effectiveness, 2023
Introduction: The What Works Clearinghouse (WWC) reviews rigorous research on educational interventions with a goal of identifying "what works" and making that information accessible to educators and policymakers. In rating the quality of causal research, the WWC has historically prioritized internal validity over external validity. One…
Descriptors: Evidence, Program Effectiveness, Educational Research, Validity
Yinying Wang; Joonkil Ahn – Educational Management Administration & Leadership, 2025
School leadership research literature has a large number of widely used constructs. Could fewer constructs bring more clarity? This study evaluates construct content validity, defined as the extent to which a measure's items reflect a theoretical content domain, in school leadership literature. To do so, we reviewed 29 articles that used Teaching…
Descriptors: Network Analysis, Construct Validity, Content Validity, Instructional Leadership
Micaela Sánchez-Martín; Marta Gutiérrez-Sánchez; Eva María Olmedo-Moreno; Fernando Navarro-Mateu – Cogent Education, 2024
Introduction: Concerns about the risk of bias (RoB) of Meta-analysis (MAs) have grown in parallel with the exponential increase in the number of publications in science. However, this has not been properly assessed in Education. The aims were to evaluate the RoB of MAs in Education and to identify potential predictors of a lower RoB. Methods:…
Descriptors: Literature Reviews, Meta Analysis, Bias, Research Problems

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