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Direct linkEmily J. Barnes – ProQuest LLC, 2024
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,…
Descriptors: Artificial Intelligence, Higher Education, Models, Prediction
Peer reviewed
Download full textUmmet, Durmus; Eksi, Halil; Erdogan, Ahmet – Eurasian Journal of Educational Research, 2019
Purpose: This study aimed at examining the effects of narcissism and family relations on secondary school students' decision-making characteristics. The study also investigated whether or not students' decision-making characteristics differentiated according to gender. Research Methods: Participants were secondary school students who were studying…
Descriptors: Prediction, Role, Family Relationship, Personality Problems
Evans, Jonathan St. B. T. – Developmental Review, 2011
In this paper, I discuss the current state of theorising about dual processes in adult performance on reasoning and decision making tasks, in which Type 1 intuitive processing is distinguished from Type 2 reflective thinking. I show that there are many types of theory some of which distinguish modes rather than types of thinking and that…
Descriptors: Cognitive Development, Cognitive Ability, Learning Theories, Thinking Skills
Yang, Lieh-Dai; Chen, Joseph C. – Journal of Technology Studies, 2004
To develop an in-process quality control system, a sensor technique and a decision-making algorithm need to be applied during machining operations. Several sensor techniques have been used in the in-process prediction of quality characteristics in machining operations. For example, an accelerometer sensor can be used to monitor the vibration of…
Descriptors: Skilled Workers, Quality Control, Mathematics, Multiple Regression Analysis
Brown, Louis D.; Shepherd, Matthew D.; Wituk, Scott A.; Meissen, Greg – Journal of Community Psychology, 2007
Self-help initiatives stand as a classic context for organizational studies in community psychology. Behavior setting theory stands as a classic conception of organizations and the environment. This study explores both, applying behavior setting theory to consumer-run organizations (CROs). Analysis of multiple data sets from all CROs in Kansas…
Descriptors: Self Help Programs, Organization Size (Groups), Leadership Role, Community Involvement
National Institute for Literacy, 2000
"Equipped for the Future" ("EFF") Standards have been developed to answer a complex question: What do adults need to know and be able to do in order to carry out their roles and responsibilities as workers, parents and family members, and citizens and community members? It is widely recognized that the demands of adult life changed dramatically in…
Descriptors: Daily Living Skills, Time Perspective, Social Change, Prediction
