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Maria-Paz Fernandez – Society for Research on Educational Effectiveness, 2025
As educational research increasingly emphasizes identifying effective interventions through rigorous causal methods, the role of implementation in determining a program's impact has gained renewed significance. Despite the long-standing recognition that implementation varies across contexts and influences outcomes (Berman & McLaughlin, 1974;…
Descriptors: Statistical Analysis, Educational Research, Intervention, Program Implementation
García-Montoya, Laura; Mahoney, James – Sociological Methods & Research, 2023
This article develops a framework for the causal analysis of critical events in case study research. A critical event is defined as a contingent event that is causally important for an outcome in a specific case. Using set-theoretic analysis, this article offers definitions and measurement tools for the study of contingency and causal importance…
Descriptors: Case Studies, Causal Models, Definitions, Measurement Techniques
Fernandes, Filipe Arantes; Rodrigues, Claudia Susie Camargo; Teixeira, Eldanae Nogueira; Werner, Claudia M. L. – IEEE Transactions on Learning Technologies, 2023
Contribution: This secondary study examines the literature on immersive learning frameworks and reviews their state of the art. Frameworks have been categorized according to their purpose. In addition, the elements that compose them were also categorized. Some gaps were identified and proposed as a research roadmap. Background: Immersive…
Descriptors: Educational Technology, Technology Uses in Education, Computer Simulation, Definitions
Xiao Liu; Lijuan Wang – Structural Equation Modeling: A Multidisciplinary Journal, 2024
In parallel process latent growth curve mediation models, the mediation pathways from treatment to the intercept or slope of outcome through the intercept or slope of mediator are often of interest. In this study, we developed causal mediation analysis methods for these mediation pathways. Particularly, we provided causal definitions and…
Descriptors: Causal Models, Mediation Theory, Psychological Studies, Educational Research
Reichardt, Charles S. – American Journal of Evaluation, 2022
Evaluators are often called upon to assess the effects of programs. To assess a program effect, evaluators need a clear understanding of how a program effect is defined. Arguably, the most widely used definition of a program effect is the counterfactual one. According to the counterfactual definition, a program effect is the difference between…
Descriptors: Program Evaluation, Definitions, Causal Models, Evaluation Methods
Bryan Keller; Zach Branson – Asia Pacific Education Review, 2024
Causal inference involves determining whether a treatment (e.g., an education program) causes a change in outcomes (e.g., academic achievement). It is well-known that causal effects are more challenging to estimate than associations. Over the past 50 years, the potential outcomes framework has become one of the most widely used approaches for…
Descriptors: Causal Models, Educational Research, Regression (Statistics), Probability
Lemire, Colombe; Rousseau, Michel; Dionne, Carmen – American Journal of Evaluation, 2023
Implementation fidelity is the degree of compliance with which the core elements of program or intervention practices are used as intended. The scientific literature reveals gaps in defining and assessing implementation fidelity in early intervention: lack of common definitions and conceptual framework as well as their lack of application. Through…
Descriptors: Early Intervention, Fidelity, Program Implementation, Compliance (Legal)
Greenhalgh, Joanne; Manzano, Ana – International Journal of Social Research Methodology, 2022
Context is a key concept in developing realist causal explanations but its conceptualisation has received comparatively less attention. We conducted a review to explore how context is conceptualised within realist reviews and evaluations. We purposively selected 40 studies to examine: How is context defined? And how is context operationalised in…
Descriptors: Context Effect, Realism, Causal Models, Definitions
Halpern, Joseph Y.; Hitchcock, Christopher – Cognitive Science, 2013
Judea Pearl (2000) was the first to propose a definition of actual causation using causal models. A number of authors have suggested that an adequate account of actual causation must appeal not only to causal structure but also to considerations of "normality." In Halpern and Hitchcock (2011), we offer a definition of actual causation…
Descriptors: Causal Models, Cognitive Science, Definitions, Correlation
Bennett, Elisabeth E.; McWhorter, Rochell R. – European Journal of Training and Development, 2016
Purpose: The purpose of this paper is to explore the role of qualitative research in causality, with particular emphasis on process causality. In one paper, it is not possible to discuss all the issues of causality, but the aim is to provide useful ways of thinking about causality and qualitative research. Specifically, a brief overview of the…
Descriptors: Qualitative Research, Causal Models, Statistical Inference, Definitions
Peer reviewedLance, Charles E.; And Others – Educational and Psychological Measurement, 1990
A causal model of halo error (HE) is derived. Three hypotheses are formulated to explain findings of negative HE. It is suggested that apparent negative HE may have been misinferred from existing correlational measures of HE, and that positive HE is more prevalent than had previously been thought. (SLD)
Descriptors: Causal Models, Correlation, Definitions, Equations (Mathematics)
Iwata, Brian A. – Behavior Analyst, 2006
In this article, the author presents his views on Michael's (1975) and Baron and Galizio's (2005) arguments on eliminating the distinction between positive and negative reinforcement. He first discusses Michael's concept of these two types of operations and contrasts it with the notions of Baron and Galizio. The author provides the readers his own…
Descriptors: Negative Reinforcement, Positive Reinforcement, Definitions, Stimuli
Peer reviewedErickson, Frederick; Gutierrez, Kris – Educational Researcher, 2002
Asserts that both the Feuer, Towne, and Shavelson article on scientific culture and educational research and the recent National Research Council (NRC) report must be understood in the context of current federal discourse focused on experimentally derived causal explanations of educational program effectiveness. Notes that the NRC report risks…
Descriptors: Causal Models, Definitions, Educational Research, Elementary Secondary Education
Peer reviewedTonnessen, Finn Egil – Scandinavian Journal of Educational Research, 1995
The most influential definitions of "dyslexia" are subjected to a critical analysis. Definitions are grouped according to the principles of symptoms, causality, and prognosis. The major conclusion is that proposed definitions of dyslexia should be treated as hypotheses that should primarily describe symptoms. (SLD)
Descriptors: Causal Models, Definitions, Dyslexia, Guides
Leone, Bruno, Ed. – 1994
Books in the Opposing Viewpoints Series present debates about current issues that can be used to teach critical reading and thinking skills. The varied opinions in each collection explore aspects of a social, cultural, or political issue. A great deal of money has been spent in this country to eradicate poverty, but the problem remains. Some…
Descriptors: Causal Models, Definitions, Disadvantaged Youth, Government Role
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