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Montero, Shirly; Arora, Akshit; Kelly, Sean; Milne, Brent; Mozer, Michael – International Educational Data Mining Society, 2018
Personalized learning environments requiring the elicitation of a student's knowledge state have inspired researchers to propose distinct models to understand that knowledge state. Recently, the spotlight has shone on comparisons between traditional, interpretable models such as Bayesian Knowledge Tracing (BKT) and complex, opaque neural network…
Descriptors: Artificial Intelligence, Individualized Instruction, Knowledge Level, Bayesian Statistics
Cinderella Komolafe; Ágnes Lukács J; Beáta Dávid – Intercultural Education, 2024
This study investigates Roma undergraduates' partner selection patterns, examines the main factors in students' partner selection attitudes, and analyzes the structural role in students' network. We rely on data from semi-structured life-narratives and contact diaries of 67 Roma undergraduates. Three main partner selection patterns were…
Descriptors: Minority Group Students, Universities, Social Status, Student Characteristics
Cohausz, Lea – Journal of Educational Data Mining, 2022
Student success and drop-out predictions have gained increased attention in recent years, connected to the hope that by identifying struggling students, it is possible to intervene and provide early help and design programs based on patterns discovered by the models. Though by now many models exist achieving remarkable accuracy-values, models…
Descriptors: Guidelines, Academic Achievement, Dropouts, Prediction
Baida, Alissa N.; Azizi, Sharon; Jessel, Joshua – Journal of Positive Behavior Interventions, 2023
Noncompliance with adult instruction is a common problem exhibited by individuals diagnosed with intellectual and developmental disabilities. The high-probability (high-p) request sequence was designed to increase compliance with low-probability (low-p) instructions by rapidly presenting high-p instructions immediately prior to the targeted low-p…
Descriptors: Case Studies, Validity, Probability, Compliance (Psychology)
Lu, Yonggang; Zheng, Qiujie; Quinn, Daniel – Journal of Statistics and Data Science Education, 2023
We present an instructional approach to teaching causal inference using Bayesian networks and "do"-Calculus, which requires less prerequisite knowledge of statistics than existing approaches and can be consistently implemented in beginner to advanced levels courses. Moreover, this approach aims to address the central question in causal…
Descriptors: Bayesian Statistics, Learning Motivation, Calculus, Advanced Courses
Yates, Stephanie R. – Journal of Financial Counseling and Planning, 2020
Using data from the 2016 Survey of Consumer Finances, this study investigates factors that affect electronic banking adoption rates. Financial knowledge, income, education, and credit card ownership are associated with a high probability of electronic banking adoption. However, age is negatively associated with the probability of online banking…
Descriptors: Banking, Online Systems, Money Management, Probability
Van Brown, Bethany L.; Kopak, Albert; Hoffmann, Norman – Journal of Drug Education, 2020
Exposure to violence can lead to a dramatic increase in the likelihood of the development of a substance use disorder (SUD). Given the overlap between the two, substance use for survivors of violence, then, can be a coping mechanism to manage the traumatic effects of abuse and persistent use can evolve into a diagnosable SUD. This study was…
Descriptors: Violence, Probability, Substance Abuse, Correlation
Masa, Rainier; Chowa, Gina; Sherraden, Michael – Youth & Society, 2020
The objective of this study was to examine the effect of a financial inclusion project on youth's sexual risk behaviors and victimization. The project occurred in Ghana, where 100 schools were assigned to either a school-based savings program (SBSP), a marketing campaign, or a control group. Pretest and posttest data were collected in 2011 and…
Descriptors: Money Management, Sexuality, Health Behavior, At Risk Persons
Britton, Tobias C.; Wilkinson, Ellen H.; Hall, Scott S. – American Journal on Intellectual and Developmental Disabilities, 2020
Limited information is available concerning the specificity of the forms and functions of aggressive behavior exhibited by boys with fragile X syndrome (FXS). To investigate these relationships, we conducted indirect functional assessments of aggressive behavior exhibited by 41 adolescent boys with FXS and 59 age and symptom-matched controls with…
Descriptors: Aggression, Males, Genetic Disorders, Adolescents
Günhan, Burak Kürsad; Röver, Christian; Friede, Tim – Research Synthesis Methods, 2020
Meta-analyses of clinical trials targeting rare events face particular challenges when the data lack adequate numbers of events for all treatment arms. Especially when the number of studies is low, standard random-effects meta-analysis methods can lead to serious distortions because of such data sparsity. To overcome this, we suggest the use of…
Descriptors: Meta Analysis, Medical Research, Drug Therapy, Bayesian Statistics
Marini, Jessica P.; Westrick, Paul A.; Young, Linda; Shaw, Emily J. – College Board, 2020
Recent national research on the validity of the SAT shows that students with higher SAT scores are more likely to earn higher grades in college, and that SAT scores add about 15% more predictive power above high school grade point average (HSGPA) to estimate students' college performance (Westrick, Marini, Young, Ng, Shmueli, & Shaw, 2019).…
Descriptors: College Entrance Examinations, Validity, Test Validity, Scores
Rozikin, Mochammad; Muslim, Abd. Qadir; Pratama, Bayu Indra – International Journal of Evaluation and Research in Education, 2021
Organizational change is a phenomenon that must be faced and carried out by every individual in the organization to achieve organizational goals. Embodiments of organizational change often occur not because it suits the needs of the organization but because of personal interests and power. This study aimed to determine the main factors that can…
Descriptors: Organizational Change, Principals, Secondary Schools, Politics of Education
Gatto, Laura E.; Pearce, Heather; Plesca, Miana; Antonie, Luiza – International Journal of Work-Integrated Learning, 2021
There is limited research available that examines students with disabilities' participation rates and perceptions of Work-Integrated Learning (WIL) while in post-secondary. This is problematic as universities in Canada are growing their WIL programs to improve school to work transition rates. This research finds that 23% of students who are…
Descriptors: Foreign Countries, Students with Disabilities, Student Participation, Work Experience Programs
Gilblom, Elizabeth A.; Sang, Hilla I. – Journal of Education and Learning, 2021
This study builds on previous research investigating management organizations (MOs), charter school locations, and closure by examining the effects of MO type (EMO, CMO and freestanding schools), racial enrollment, student achievement, and the community characteristics surrounding each charter school in Ohio's eight largest counties with the…
Descriptors: Charter Schools, School Closing, School Administration, Organizations (Groups)
Ubilla, Francisca M.; Vásquez, Claudia; Rojas, Francisco; Gorgorió, Núria – Statistics Education Research Journal, 2021
We consider the ability to complete an investigative cycle as an indicator of the robustness of students' statistical knowledge. From this standpoint, we analyzed the written reports of primary education student teachers when they developed an investigative cycle in a Chilean and a Spanish university. In their development of the stages of the…
Descriptors: Foreign Countries, Teacher Education Programs, Elementary School Teachers, Statistics Education

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