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,…

This article describes a model that can be used to analyze student enrollment data and can give insights for improving retention of part-time students and refining institutional budgeting and planning efforts. Adult higher-education programs are often challenged in that part-time students take courses less reliably than full-time students. For…

This article presents empirical research exploring adult students' transition to higher education (HE) through a program designed to enable that transition. Wenger's Communities of Practice theory has been applied to informal adult learning by Merriam, Courtenay, and Baumgartner (2003), who suggested its potential for understanding formal…

A study that used the new U.S. Census data on participation rates to develop a model for national and state forecasting for enrollment of older students is discussed. Data useful in estimates of institutional market share were also developed. (Author/MLW)

The article (based on the 1972-73 Adult Education in Finland Survey) is concerned with the process model representing individual activation to study seen against the background of conceptions associated with participation in adult training. The model describes and defines the dependency between social status and participation in this activity.…

Anticipating an increase in the determinations of financial need and program eligibility for adult students, a review was undertaken of the current eligibility for aid of adults, the procedures used in determining their financial need, and the policy issues that might arise as the numbers of adults seeking and obtaining financial aid increases.…

H. S. Bhola's CLER (configurations, linkages, environments, resources) Model for planned change was used to improve recruitment techniques at an adult learning center. The model organized data about the target audience, and recruitment increased sharply. A follow-up study to determine why students dropped out of the program concluded that…

A project was conducted to develop an adult vocational education competency-based program using a research-based instructional systems design and to assess the application of competency-based research products being developed by the Vocational-Technical Education Consortium of States in the development of adult vocational education programs.…

These proceedings contain the papers of the 11th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2014), October 25-27, 2014, which has been organized by the International Association for Development of the Information Society (IADIS) and endorsed by the Japanese Society for Information and Systems in…

This monograph focuses on adult education programs and (1) why needs assessment is necessary, (2) how to assess needs, (3) how to assess the needs of special groups, and (4) how to assess program needs. In the first of four sections the administrator's role is described, and the term "needs" is defined. Models are proposed for individual and…

Australia's National Reporting System (NRS) was developed as a mechanism for reporting the outcomes of adult English language, literacy, and numeracy provision in the country's vocational educational and training system, labor market programs, and the adult and community education sector. This document is intended to explain the NRS to potential…

This paper presents a prototype for a comprehensive and coordinated child care training program that provides a flexible framework for administration and program design. The prototype is based on the findings of a pilot investigation of a sample of existing child care training programs. These findings suggest that there is a great need for more…

The purpose of this paper is to report on the development of the first online self-directed inventory on the measurement of academic programme preferences (MAPP) for potential students at the Open University of Hong Kong (OUHK). In this study, trait-factor theory and personality type theory were employed. 1,963 respondents in Hong Kong were…

This book, which is based on several first-hand studies, provides an overview of professional and continuing education in Hong Kong and examines selected issues in the field. The following chapters are included: "Preface" (Lee Ngok, Agnes Lam); "Introduction" (Lee Ngok, Agnes Lam); "The Role of Government in Human Resource…