Using a longitudinal national educational dataset, data science methods were applied to explain students' educational trajectories and determine the most predictive variables in STEM degree attainment. Challenging the notion of the STEM pipeline, an Alternative Pathways to STEM (APS) model was proposed. Using a foundation of Social Cognitive…

Recent advances in genomics make it possible to predict individual differences in education from polygenic scores that are person-specific aggregates of inherited DNA differences. Here, we systematically reviewed and meta-analyzed the strength of these DNA-based predictions for educational attainment (e.g., years spent in full-time education) and…

Dutch secondary education is a multi-tiered system, and many students are placed in a single track in the first year (seventh grade) of secondary education. As part of the placement procedure, all sixth-grade students take an end of primary school test. Although these standardised attainment tests (SATs) are considered high-stakes tests, the…

In putatively meritocratic societies, doing well in school is a pivotal precondition for accessing further and higher education, which, in turn, has a pervasive, long-term influence on adulthood development. Yet, doing well in school may also predict "real-life success" outside formal education settings and independent of the educational…

This quantitative study investigates the predictive power of machine learning (ML) models on degree completion among adult learners in higher education, emphasizing the enhancement of data-driven decision-making (DDDM). By analyzing three ML models - Random Forest, Gradient-Boosting machine (GBM), and CART Decision Tree - within a not-for-profit,…

Many teachers have become dissatisfied with their jobs, leaving their school district or the field of education to purse other careers outside of education. Recently, teacher attrition has been a problem for schools in Tennessee. The shortage of teachers in Tennessee led to the elimination of the Teacher Performance Assessment by the Tennessee…

There are few longitudinal studies of adolescent students' choice to persist in post-compulsory education. Hence, the present study introduces a longitudinal model that describes the interplay between sociological and psychological explanations of adolescents' choice to persist in post-compulsory education in the UK. Data on parental education,…

This quantitative study explored the relationship between perceived leadership behaviors and follower satisfaction, accounting for demographic variables like gender, age, education, and role. The research collected data from 234 faculty and staff members using three surveys. The demographic survey captured information on the follower's gender,…

Despite very high rates of suicidal thoughts and behaviors (STB) in autistic adults, the key psychosocial drivers of this phenomenon remain unknown. To investigate, we examined how lifetime stressor exposure and severity, which have been found to predict STB in non-autistic populations, related to STB in a multinational dataset of 226 autistic…

Research Findings: The current study explored the average levels, latent profiles, and predictors of preschoolers' cultural cognition, in a sample of 8774 preschoolers' parents in Shanghai, China. Parents with children aged 3-6 years completed measures of "Cultural Cognition Scale for Preschoolers" (CCSP) which was newly developed and…

The importance of early literacy skills is well established in previous studies; reading abilities and academic success in later grades depend on the foundational early literacy skills developed in preschools. However, little is known about preschool teachers' understanding of the impact of speech sound disorder (SSD) on early literacy skills.…

This study aimed to identify whether appetitive traits predict exclusive breastfeeding (EBF) duration for the first 6 months of life and to assess other predictors of its duration. 186 six- month-old term infants were included. Appetitive traits were assessed at 3-4 months of age. EBF duration, feeding practices, sex, maternal age and education,…

The performance history of 277 students in clothing and textile from two tertiary institutions in southern Nigeria was studied by artificial neural networks (ANN) and analysis of variance (ANOVA) in terms of institution, gender, ordinary level (O-level) qualification, marital status, and age. The study was guided by five research questions and…

This quantitative study explores the impact of educational level, specific school culture behaviors, and job satisfaction on career retention among K-12 teachers in the South Texas Coastal Bend region. Teacher retention is a critical issue that affects educational continuity, student outcomes, and the financial stability of school districts. Using…

Purpose: The present study investigates the influence of demographic factors on the demand for Technical and Vocational Education and Training (TVET) in Pakistan. The government of Pakistan has implemented various skill enhancement programs to harness the demographic dividend. However, only a small portion of the workforce receives any form of…