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Sotoudeh, Ramina; DiMaggio, Paul – Sociological Methods & Research, 2023
Sociologists increasingly face choices among competing algorithms that represent reasonable approaches to the same task, with little guidance in choosing among them. We develop a strategy that uses simulated data to identify the conditions under which different methods perform well and applies what is learned from the simulations to predict which…
Descriptors: Algorithms, Simulation, Prediction, Correlation
An, Weihua – Sociological Methods & Research, 2023
In this article, I present a new multivariate regression model for analyzing outcomes with network dependence. The model is capable to account for two types of outcome dependence including the mean dependence that allows the outcome to depend on selected features of a known dependence network and the error dependence that allows the outcome to be…
Descriptors: Multivariate Analysis, Regression (Statistics), Models, Correlation
Weiss, Selina; Steger, Diana; Schroeders, Ulrich; Wilhelm, Oliver – Journal of Intelligence, 2020
Intelligence has been declared as a necessary but not sufficient condition for creativity, which was subsequently (erroneously) translated into the so-called threshold hypothesis. This hypothesis predicts a change in the correlation between creativity and intelligence at around 1.33 standard deviations above the population mean. A closer…
Descriptors: Intelligence, Creativity, Prediction, Correlation
Hofmann, Markus J.; Biemann, Chris; Westbury, Chris; Murusidze, Mariam; Conrad, Markus; Jacobs, Arthur M. – Cognitive Science, 2018
What determines human ratings of association? We planned this paper as a test for association strength (AS) that is derived from the log likelihood that two words co-occur significantly more often together in sentences than is expected from their single word frequencies. We also investigated the moderately correlated interactions of word…
Descriptors: Prediction, Correlation, Word Frequency, Emotional Response
Alghraibeh, Ahmad M.; Juieed, Noof M. Bni – International Education Studies, 2018
We examined the correlation between social isolation and affective isolation among 457 undergraduate students using a stratified cluster sampling technique. Participants comprised 221 men and 236 women, all of whom were either first- or fourth-year students enrolled in various majors at King Saud University. Means, standard deviations, Pearson…
Descriptors: Correlation, Social Isolation, Affective Behavior, Prediction
Jarvis, Stuart; Williams, Morgan; Rainer, Paul; Jones, Eleri Sian; Saunders, John; Mullen, Richard – Measurement in Physical Education and Exercise Science, 2018
The aims of this study were to determine proficiency levels of fundamental movement skills using cluster analysis in a cohort of U.K. primary school children; and to further examine the relationships between fundamental movement skills proficiency and other key aspects of health-related physical activity behavior. Participants were 553 primary…
Descriptors: Health, Physical Activities, Self Concept, Psychomotor Skills
Kannan, Priya; Sgammato, Adrienne – ETS Research Report Series, 2017
Logistic regression (LR)-based methods have become increasingly popular for predicting and articulating cut scores. However, the precision of predictive relationships is largely dependent on the underlying correlations between the predictor and the criterion. In two simulation studies, we evaluated the impact of varying the underlying grade-level…
Descriptors: Regression (Statistics), Cutting Scores, Prediction, Accuracy
Poteat, V. Paul; Berger, Christian; Dantas, Julio – Journal of LGBT Youth, 2017
Victimization based on actual or perceived sexual orientation or gender expression (SOGE) carries significant consequences. In this study, we examined how SOGE-based victimization and contextual factors predicted truancy among 886 Chilean students (M[subscript age] = 16.00, SD = 1.30) in four high schools. Victimization predicted truancy…
Descriptors: Victims, Truancy, Educational Environment, School Safety
Patrzek, Justine; Sattler, Sebastian; van Veen, Floris; Grunschel, Carola; Fries, Stefan – Studies in Higher Education, 2015
In prior studies, academic procrastination has been discussed as an influencing factor of academic misconduct. However, empirical studies were conducted solely cross-sectionally and investigated only a few forms of academic misconduct. This large scale web-based study examined the responses of between 1359 and 2207 participants from different…
Descriptors: Time Management, Cheating, Foreign Countries, Correlation
Li, Xiaowei; Xie, Jing – European Early Childhood Education Research Journal, 2017
Using data from a sample of Chinese children (n = 297) aged 3-6 years in Beijing, we examined the characteristics of Chinese parenting styles and the relationship with children's developmental outcomes. A 6-month follow-up study of 110 of the 297 participants further explored the long-term effect of parenting styles on children's development.…
Descriptors: Parenting Styles, Foreign Countries, Correlation, Child Development
Altermatt, Ellen Rydell – Journal of Early Adolescence, 2017
Prior research demonstrates that perceived academic support from peers positively predicts school adjustment. In this cross-sectional study, we provide evidence that perceived academic support from peers declines from 3rd to 8th grade and that this decline is partially mediated by grade-level declines in perceptions that academic success…
Descriptors: Peer Relationship, Case Studies, Academic Achievement, Prediction
Deacon, S. Hélène; Kieffer, Michael – Journal of Educational Psychology, 2018
The authors tested theoretically driven predictions as to the ways in which syntactic awareness, or awareness of word order within sentences, might contribute to reading comprehension, the end goal of reading development and instruction. They conducted a longitudinal study of 100 English-speaking children followed from Grade 3 to 4. Children…
Descriptors: Syntax, Longitudinal Studies, Reading Comprehension, Prediction
Heddy, Benjamin C.; Danielson, Robert W.; Sinatra, Gale M.; Graham, Jesse – Journal of Experimental Education, 2017
The purpose of this study was to explore whether conceptual change predicted emotional and attitudinal change while learning about genetically modified foods (GMFs). Participants were 322 college students; half read a refutation text designed to shift conceptual knowledge, emotions, and attitudes, while the other half served as a control group.…
Descriptors: Genetics, Food, Attitude Change, Science Education
Lodewyk, Ken; Sullivan, Philip – JTRM in Kinesiology, 2017
A recently validated trait personality framework is the HEXACO (honesty-humility, emotionality, extraversion, agreeableness, conscientiousness, and openness to experience). Little is yet known about how the HEXACO personality dimensions and its subsets--particularly the dimension of honesty-humility--relates to physical activity and body size…
Descriptors: Gender Differences, Personality Traits, Physical Fitness, Self Concept
Coping with Bullying and Victimisation among Preadolescents: The Moderating Effects of Self-Efficacy
Kokkinos, Constantinos M.; Panagopoulou, Paraskevi; Tsolakidou, Ioanna; Tzeliou, Evdoxia – Emotional & Behavioural Difficulties, 2015
Bullying and victimisation may result from ineffective coping with interpersonal stressors. However, little is known about the preadolescents who are most susceptible to dysfunctional coping styles. Self-efficacy beliefs may be one source of individual differences in coping among those involved in bullying and victimisation. The purpose of the…
Descriptors: Coping, Bullying, Victims, Self Efficacy