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David Voas; Laura Watt – Teaching Statistics: An International Journal for Teachers, 2025
Binary logistic regression is one of the most widely used statistical tools. The method uses odds, log odds, and odds ratios, which are difficult to understand and interpret. Understanding of logistic regression tends to fall down in one of three ways: (1) Many students and researchers come to believe that an odds ratio translates directly into…
Descriptors: Statistics, Statistics Education, Regression (Statistics), Misconceptions
David A. Klingbeil; Alexander D. Latham; Jessica S. Kim; Madeline C. Schmitt – Psychology in the Schools, 2025
Several researchers have called for schools to interpret universal screening results using posterior probabilities. Following this recommendation could require schools to move away from direct-route, single-measure screening unless base rates of risk fall within a narrow range. In this descriptive study, we investigated two questions surrounding…
Descriptors: Reading Skills, Mathematics Skills, Screening Tests, Test Results
David A. Klingbeil; Alexander D. Latham; Jessica S. Kim; Madeline C. Schmitt – Grantee Submission, 2024
Several researchers have called for schools to interpret universal screening results using posterior probabilities. Following this recommendation could require schools to move away from direct-route, single-measure screening unless base rates of risk fall within a narrow range. In this descriptive study, we investigated two questions surrounding…
Descriptors: Reading Skills, Mathematics Skills, Screening Tests, Test Results
Zequn Zheng; Dihui Cai – Journal of Attention Disorders, 2025
Background: While observational studies have established a connection between attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and heightened risk for cardiovascular diseases (CVD), the causal relationships are not well-defined. This study is designed to examine the causality between ASD, ADHD, and CVD risk as well…
Descriptors: Attention Deficit Hyperactivity Disorder, Autism Spectrum Disorders, Heart Disorders, Correlation
Jonathan K. Noel; Stephanie E. Tudela; Samantha R. Rosenthal – Journal of LGBT Youth, 2024
Youth who are lesbian, gay, bisexual, and who identify with other sexual orientations (LGB +) are at higher risk for illicit drug use and have higher rates of mental illness. The current study examined the prevalence of illicit drug use among LGB+ persons and assessed the moderating effect of mental illness. Cross-sectional data from the 2015,…
Descriptors: LGBTQ People, At Risk Persons, Drug Abuse, Mental Disorders
Stephen Sowa; Julie Smith; Andrew Manches – International Journal for Educational and Vocational Guidance, 2024
To explore the differential impact of job automation for different groups of primary and secondary school students, an analysis of variance was conducted using survey data on the occupational aspirations of British school students (aged 7-18) and probability statistics derived from a model of job automation. Results indicated that students aged…
Descriptors: Secondary School Students, Career Choice, Occupational Aspiration, Probability
Timothy McCuddy; Miriam Clark; Anwesha Guha; Ellen M. McLeod – Journal of School Violence, 2024
A variety of factors are associated with the likelihood of reporting guns at school; however, mixed empirical findings hinder our ability to inform policies to reduce school violence. Additionally, many of the established factors are difficult to change over time, and limited attention has been devoted to more malleable factors such as anonymous…
Descriptors: Violence, Weapons, School Safety, Middle School Students
Kathryn Jane Aston – Active Learning in Higher Education, 2024
University students of all disciplines are expected to display critical thinking. Critical thinking may, however, be impeded by psychological and sociological factors such as: belief and confirmation biases, framing, social pressure to conform and poor assessment of probability and risk. These factors are rarely, if ever, thoroughly examined in…
Descriptors: International Education, Higher Education, Risk, Probability
Jiehui Hu; Xun Li; Jia Li; Wanyu Zhang; Yuxin Lan; Zhao Gao; Shan Gao – Journal of Multilingual and Multicultural Development, 2024
A growing body of research has provided evidence for the foreign language effect on thinking, notably decision-making. Our prior work found reduction of recency effect following positive feedback in a foreign language as compared to the native tongue during even-probability gambling. However, the fundamental mechanisms underlying this effect…
Descriptors: Risk, Second Language Instruction, Second Language Learning, Brain Hemisphere Functions