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Jia Zhu; Xiaodong Ma; Changqin Huang – IEEE Transactions on Learning Technologies, 2024
Knowledge tracing (KT) for evaluating students' knowledge is an essential task in personalized education. More and more researchers have devoted themselves to solving KT tasks, e.g., deep knowledge tracing (DKT), which can capture more sophisticated representations of student knowledge. Nonetheless, these techniques ignore the reconstruction of…
Descriptors: Teaching Methods, Knowledge Level, Algorithms, Attribution Theory
Xinpei Xu; Xiaoyun Li; Tianyu Gu; Yan Li – Early Education and Development, 2024
This study examines the mediating effects of parental attributions of children's academic failures in the relationship between maternal failure mind-sets and their parenting styles. Participants were 323 preschool children aged 4-6 years old, with their mothers completing online questionnaires on failure mind-sets, parenting styles, and…
Descriptors: Mothers, Parenting Styles, Academic Failure, Young Children
Seifert, Colleen M.; Harrington, Michael; Michal, Audrey L.; Shah, Priti – Cognitive Research: Principles and Implications, 2022
When reasoning about science studies, people often make causal theory errors by inferring or accepting a causal claim based on correlational evidence. While humans naturally think in terms of causal relationships, reasoning about science findings requires understanding how evidence supports--or fails to support--a causal claim. This study…
Descriptors: College Students, Comprehension, Attribution Theory, Logical Thinking
Seifert, Colleen M.; Harrington, Michael; Michal, Audrey L.; Shah, Priti – Grantee Submission, 2022
When reasoning about science studies, people often make "causal theory errors" by inferring or accepting a causal claim based on correlational evidence. While humans naturally think in terms of causal relationships, reasoning about science findings requires understanding how evidence supports--or fails to support--a causal claim. This…
Descriptors: College Students, Comprehension, Attribution Theory, Logical Thinking
Lleras-Muney, Adriana – National Bureau of Economic Research, 2022
Education and income are strong predictors of health and longevity. In the last 20 years many efforts have been made to understand if these relationships are causal and what the possible role of policy should be as a result. The evidence from various studies is ambiguous: the effects of education and income policies on health are heterogeneous and…
Descriptors: Educational Attainment, Income, Predictor Variables, Health
Lee Fergusson; Javier Ortiz Cabrejos; Anna Bonshek – Current Issues in Education, 2025
Our prior research with Indigenous school children and adolescents in Perú, often in remote high-altitude Andean locations, mostly centers on an exploration of health and school performance and their relation to the practice of Transcendental Meditation, a natural and easy-to-learn technique for mental and physiological rest and stress reduction.…
Descriptors: Metacognition, Academic Achievement, Foreign Countries, Correlation
Schipper, Neele; Koglin, Ute – New Directions for Child and Adolescent Development, 2021
The present study explores moral identity, moral emotion attribution, moral responsibility, acceptability, and moral decisions in adolescents. We hypothesized that moral identity predicts moral decisions in adolescents. Furthermore, we hypothesized that moral emotions mediate the relationship between moral identity and moral decisions and moral…
Descriptors: Correlation, Moral Values, Responsibility, Self Concept
Nadja Bömmel; Guido Heineck – Education Economics, 2023
Many studies suggest a relationship between education and political participation, but only some address causality. We add to this by re-examining the German case. For identification, we exploit an exogenous increase in compulsory schooling, and use data from the National Educational Panel Study (NEPS). The data enable analyses that do not rely…
Descriptors: Correlation, Educational Attainment, Political Attitudes, Attribution Theory
Fansher, Madison; Adkins, Tyler J.; Shah, Priti – Grantee Submission, 2022
Media articles often communicate the latest scientific findings, and readers must evaluate the evidence and consider its potential implications. Prior work has found that the inclusion of graphs makes messages about scientific data more persuasive (Tal & Wansink, 2016). One explanation for this finding is that such visualizations evoke the…
Descriptors: Graphs, Correlation, Visual Aids, News Reporting
Miitta Järvinen; Katriina Sipiläinen; Janne Roslöf; Sami Lehesvuori; Lauri Kettunen; Raija Hämäläinen – European Journal of Engineering Education, 2025
This study explored the learning experiences of first-year information technology students at the beginning of their studies. Identifying the early experiences is important, as we know they can predict later challenges and persistence in studies. We focus on a novel understanding of relations between learning approaches, self-efficacy and burnout…
Descriptors: Information Technology, College Freshmen, Computer Science Education, Self Efficacy
Li, Tenglong; Frank, Ken – Sociological Methods & Research, 2022
The internal validity of observational study is often subject to debate. In this study, we define the counterfactuals as the unobserved sample and intend to quantify its relationship with the null hypothesis statistical testing (NHST). We propose the probability of a robust inference for internal validity, that is, the PIV, as a robustness index…
Descriptors: Probability, Inferences, Validity, Correlation
Hübner, Nicolas; Wagner, Wolfgang; Zitzmann, Steffen; Nagengast, Benjamin – Educational Psychology Review, 2023
The relationship between students' subject-specific academic self-concept and their academic achievement is one of the most widely researched topics in educational psychology. A large proportion of this research has considered cross-lagged panel models (CLPMs), oftentimes synonymously referred to as reciprocal effects models (REMs), as the gold…
Descriptors: Correlation, Self Concept, Attribution Theory, Academic Achievement
Fincham, Frank; May, Ross – College Student Journal, 2023
Social isolation during the COVID-19 pandemic raised concerns about its psychological impacts. The present study therefore investigated two negative states, loneliness and depression, and their temporal relationship, in two samples of emerging adults attending college. The first (N=323) was assessed prior to a stay-at-home order and 4 weeks after…
Descriptors: Psychological Patterns, COVID-19, Pandemics, Symptoms (Individual Disorders)
Jennifer Hill; George Perrett; Stacey A. Hancock; Le Win; Yoav Bergner – Grantee Submission, 2024
Most current statistics courses include some instruction relevant to causal inference. Whether this instruction is incorporated as material on randomized experiments or as an interpretation of associations measured by correlation or regression coefficients, the way in which this material is presented may have important implications for…
Descriptors: Statistics Education, Teaching Methods, Attribution Theory, Undergraduate Students
Yeo-Teh, Nicole Shu Ling; Tang, Bor Luen – Research Ethics, 2022
Publication pressure has been touted to promote questionable research practices (QRP) and scientific or research misconduct (RM). However, logically attractively as it is, there is no unequivocal evidence for this notion, and empirical studies have produced conflicting results. Other than difficulties in obtaining unbiased empirical data, a direct…
Descriptors: Publish or Perish Issue, Ethics, Research Problems, Correlation