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Davis, Paige E.; King, Nigel; Meins, Elizabeth; Fernyhough, Charles – Infant and Child Development, 2023
Spontaneous imaginary companion (SIC) creation in childhood is a typical imaginative play behaviour associated with advanced sociocognitive skills; however, the direction of causality has not been established. To investigate this experimentally, researchers must determine whether children can create, on request, qualitatively equivalent imaginary…
Descriptors: Children, Imagination, Play, Causal Models
Marchant, Nicolás; Quillien, Tadeg; Chaigneau, Sergio E. – Cognitive Science, 2023
The causal view of categories assumes that categories are represented by features and their causal relations. To study the effect of causal knowledge on categorization, researchers have used Bayesian causal models. Within that framework, categorization may be viewed as dependent on a likelihood computation (i.e., the likelihood of an exemplar with…
Descriptors: Classification, Bayesian Statistics, Causal Models, Evaluation Methods
Allan Jeong; Renata Kuba – Knowledge Management & E-Learning, 2023
Including causal links in concept maps enables learners to meaningfully relate concepts to a larger context or problem in terms of how and where concepts apply within the chains of causal events that lead to a given goal or outcome. Given that higher quality maps are produced when students link and sequence events to flow temporally and…
Descriptors: Syntax, Semantics, Concept Mapping, Causal Models
Henne, Paul; O'Neill, Kevin – Cognitive Science, 2022
Mike accidentally knocked against a bottle. Seeing that the bottle was about to fall, Jack was just about to catch it when Peter accidentally knocked against him, making Jack unable to catch it. Jack did not grab the bottle, and it fell to the ground and spilled. In double-prevention cases like these, philosophers and nonphilosophers alike tend to…
Descriptors: Evaluative Thinking, Prevention, Logical Thinking, Individual Differences
Bixi Zhang; Wolfgang Wiedermann – Society for Research on Educational Effectiveness, 2022
Background: Studying causal effects is an important aim in education. Causal relationships indicate how well implements (e.g., interventions) work for the target subjects. A good strategy to get the inference in such relationships is to conduct randomized experiments. However, random assignment is limited in education research, even is discouraged…
Descriptors: Statistical Analysis, Causal Models, Algorithms, Simulation
Vivian C. Wong; Kylie Anglin; Peter M. Steiner – Grantee Submission, 2022
Recent interest in promoting replication efforts assumes that there is well-established methodological guidance for designing and implementing these studies. However, no such consensus exists in the methodology literature. This article addresses these challenges by describing design-based approaches for planning systematic replication studies. Our…
Descriptors: Replication (Evaluation), Causal Models, Research Design, Measurement
Vivian C. Wong; Kylie Anglin; Peter M. Steiner – Prevention Science, 2022
Recent interest in promoting replication efforts assumes that there is well-established methodological guidance for designing and implementing these studies. However, no such consensus exists in the methodology literature. This article addresses these challenges by describing design-based approaches for planning systematic replication studies. Our…
Descriptors: Replication (Evaluation), Causal Models, Research Design, Measurement
Katy-Louise Payne; Emma Gooding – Autism: The International Journal of Research and Practice, 2025
Research suggests that whilst not more likely to offend, autistic people are overrepresented within the Criminal Justice System. To date, prevalence estimates are available only for male autistic offenders. Thus, this research aimed to provide the prison-reported rate of autistic female prisoners currently residing in the female prison estate in…
Descriptors: Foreign Countries, Correctional Institutions, Institutionalized Persons, Females
Hale Hancer; Suna Tokgoz-Yilmaz – International Journal of Language & Communication Disorders, 2025
Background: Secondary behaviours, which encompass reactions developed due to an individual's fear and stress about stuttering, have the potential to exacerbate the condition. Therefore, self-evaluation of secondary behaviours is significant in the multidimensional approach for people who stutter (PWS). Aim: To determine the validity and…
Descriptors: Stuttering, Causal Models, Influences, Behavior Rating Scales
Habtam Genie Dessie; Abebaw Ayana Alene – Education 3-13, 2025
The study's overarching goal was to look into the factors that contribute to school dropout among primary school students in Fagita Lekoma District. To this end, this study used a convergent parallel research design. The participants of the study comprised District Education Officers, school principals, teachers, PTA members, and dropout pupils.…
Descriptors: Foreign Countries, Elementary School Students, Dropouts, Dropout Rate
Juuso Henrik Nieminen – Studies in Higher Education, 2025
Assessment of student learning is commonly understood as a seemingly objective measurement of learning outcomes. It is seen as fair that assessment targets students' abilities -- not their identities or personalities. This idea fails to acknowledge how assessment transforms its object, the students, often in unintended ways. While higher education…
Descriptors: Foreign Countries, College Students, Student Evaluation, Self Concept
Kenneth Elpus; David S. Miller – Journal of Research in Music Education, 2024
The purpose of this study was to investigate the potential relationship between student enrollment trends in elective secondary music ensembles and music ensemble teacher job turnover. Although student enrollment is widely accepted as an important concern for music educators and a crude proxy measure of music teacher quality, these normative…
Descriptors: Music Education, Music Teachers, High School Students, High School Teachers
Garret J. Hall; Sophia Putzeys; Thomas R. Kratochwill; Joel R. Levin – Educational Psychology Review, 2024
Single-case experimental designs (SCEDs) have a long history in clinical and educational disciplines. One underdeveloped area in advancing SCED design and analysis is understanding the process of how internal validity threats and operational concerns are avoided or mitigated. Two strategies to ameliorate such issues in SCED involve replication and…
Descriptors: Research Design, Graphs, Case Studies, Validity
Sang-June Park; Youjae Yi – Journal of Educational and Behavioral Statistics, 2024
Previous research explicates ordinal and disordinal interactions through the concept of the "crossover point." This point is determined via simple regression models of a focal predictor at specific moderator values and signifies the intersection of these models. An interaction effect is labeled as disordinal (or ordinal) when the…
Descriptors: Interaction, Predictor Variables, Causal Models, Mathematical Models
Héctor J. Pijeira-Díaz; Sophia Braumann; Janneke van de Pol; Tamara van Gog; Anique B. H. Bruin – British Journal of Educational Technology, 2024
Advances in computational language models increasingly enable adaptive support for self-regulated learning (SRL) in digital learning environments (DLEs; eg, via automated feedback). However, the accuracy of those models is a common concern for educational stakeholders (eg, policymakers, researchers, teachers and learners themselves). We compared…
Descriptors: Computational Linguistics, Independent Study, Secondary School Students, Causal Models