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Edoardo Costantini; Kyle M. Lang; Tim Reeskens; Klaas Sijtsma – Sociological Methods & Research, 2025
Including a large number of predictors in the imputation model underlying a multiple imputation (MI) procedure is one of the most challenging tasks imputers face. A variety of high-dimensional MI techniques can help, but there has been limited research on their relative performance. In this study, we investigated a wide range of extant…
Descriptors: Statistical Analysis, Social Science Research, Predictor Variables, Sociology
Zheng, Mei; Niu, Weihua; Wang, Wei; Cheng, Li; Ma, Tianjiao; Park, Ji Hoon – Journal of Creative Behavior, 2023
Creativity is one of the essential skills for the 21st century. Although current advancement in the research converges on its dual features (i.e., originality and appropriateness) and the effect of instructional focus, little is known about how culture and work modality (i.e., individual or collaborative) play a role in the effect. This study…
Descriptors: Creativity, Cultural Influences, Predictor Variables, Foreign Countries
Fleming, Jesse I.; McLucas, Alan S.; Cook, Bryan G. – Remedial and Special Education, 2023
Preregistration involves researchers publicly registering key study elements before conducting a study to increase the transparency of research and limit the use and impact of questionable research practices. To support special education researchers' engagement with preregistrations, in this article we provide an overview of preregistration and…
Descriptors: Special Education, Educational Research, Research Methodology, Researchers
Crouch, Elizabeth; Figas, Kristen; Radcliff, Elizabeth; Hunt, Ethan T. – Journal of School Health, 2023
Background: The National Academy of Sciences has recognized bullying as a serious public health issue, with the outcomes of bullying immediate and long-term. The purpose of this study was to examine the relationship between 7 selected positive childhood experiences, such as having a mentor, and bullying victimization, and bullying perpetration.…
Descriptors: Bullying, Victims, Early Experience, Positive Attitudes
Kristina M. Brimer – ProQuest LLC, 2023
The study aimed to explore whether cultural dimensions [horizontal individualism (H-I), vertical individualism (V-I), horizontal collectivism (H-C), and vertical collectivism (V-C)] and gender identity predict academic dishonesty tendencies (cheating, copying, collusion) in higher education learners. Using a quantitative approach, participants…
Descriptors: Higher Education, Sexual Identity, Predictor Variables, Cheating
Michael C. Grugan; Luke F. Olsson; Andrew P. Hill; Daniel J. Madigan – Gifted Child Quarterly, 2025
There is evidence that many gifted students set unrealistically high personal standards and that such perfectionistic tendencies may lead to higher stress. To build on this evidence, we examined whether performance perfectionism and school stress influence school burnout and school engagement in gifted students. A sample of 342 gifted students…
Descriptors: Academically Gifted, Personality Traits, Stress Variables, Burnout
Kevin Ng – Education Economics, 2025
This study evaluates techniques to identify high-quality teachers. Since tenure restricts dismissals of experienced teachers, schools must predict productivity and dismiss those expected to perform ineffectively prior to tenure receipt. Many states rely on evaluation scores to guide these personnel decisions without considering other dimensions of…
Descriptors: Identification, Teacher Effectiveness, Teacher Selection, Teacher Evaluation
Miao Chao; Weiyi Sun; Jie Liu; Jiahui Ding; Ye Zhu – Journal of Computer Assisted Learning, 2025
Background: The use of social media among students has become debatable concern due to both positive and negative effects on academic performance. Yet, understanding of the diverse patterns of social media use and their influence on actual and perceived academic performance remains limited. Objectives: This study distinguishes between academic and…
Descriptors: Social Media, Performance, Influence of Technology, Predictor Variables
Aarnes Gudmestad; Thomas A. Metzger – Language Learning, 2025
In this Methods Showcase Article, we illustrate mixed-effects modeling with a multinomial dependent variable as a means of explaining complexities in language. We model data on future-time reference in second language Spanish, which consists of a nominal dependent variable that has three levels, measured over 73 participants. We offer step-by-step…
Descriptors: Second Language Learning, Spanish, Applied Linguistics, Predictor Variables
Eloise West; Carolyn Baer; Lisa Yu; Darko Odic – Developmental Science, 2025
Metacognitive reasoning is central to decision-making. For every decision, we can also judge our trust in that decision, or our level of "confidence." The mechanisms and representations underlying reasoning about confidence remain debated. We test whether children rely on "processing fluency" to infer their own confidence: do…
Descriptors: Young Children, Stuttering, Linguistic Performance, Cues
Andrea Sander-Montant; Rébecca Bissonnette; Krista Byers-Heinlein – Child Development, 2025
Language exposure is an important determiner of language outcomes in bilingual children. Family language strategies (FLS, e.g., one-parent-one-language) were contrasted with parents' individual language use to predict language exposure in 4-31-month-old children (50% female) living in Montreal, Quebec. Two-hundred twenty one children (primarily…
Descriptors: Parent Influence, Mothers, Fathers, Language Usage
Ehab Gouda Tolba – International Journal of Technology in Education, 2025
This study aimed to identify the levels of computational thinking skills, computational self-efficacy, and academic well-being among students, identify the potential relationships among them, and determine the predictive effects of computational thinking skills and computational self-efficacy on academic wellbeing. The study used the following…
Descriptors: Computation, Thinking Skills, Self Efficacy, Predictor Variables
Gregory T. Hatchett – Counselor Education and Supervision, 2025
This study cataloged the occupational outcomes attained by 2946 counselor education graduates who completed their doctoral degrees between 2014 and 2022. A position as a full-time counselor educator was the most common occupation; this outcome could be predicted from the institutional affiliations, Carnegie Classifications, and locations of…
Descriptors: Outcomes of Education, Counselor Training, Employment Patterns, College Graduates
Jennifer Stead; Louise Gracia; Elena Riva – European Journal of Education, 2025
There is a well-recognised mental health and wellbeing crisis among the undergraduate population in UK higher education. However, the wellbeing of postgraduate research students (PGRs) and the effectiveness of university strategies in supporting PGR wellbeing are much less understood. Early research shows that PGRs' wellbeing is impacted by their…
Descriptors: Well Being, Social Isolation, Graduate Students, Stress Variables
Zehra Su Topbas; Zeynep Coskun Yüce; Nurcan Uzdil; Nuray Simsek – Psychology in the Schools, 2025
Cyberbullying is an expected behavior among adolescents and threatens their psychosocial health. The current cross-sectional study aims to determine the mediating role of the need to belong in the relationship between vulnerable narcissism and cyberbullying in adolescents. Study data were collected from 501 adolescents. The data were evaluated…
Descriptors: Bullying, Computer Mediated Communication, Adolescents, Personality Traits