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 is a reflection on the National Further Education and Training (FET) Learner Forum (NFLF). It uses the NFLF as an example of learner voice in practice, retracing the history of the NFLF as a means of reflecting on some of the benefits and challenges of bringing learner voice into public policy. The article outlines educational debates…

Colleges and universities across the United States are turning to non-traditional programs to help keep revenue afloat as traditional-aged students drop in numbers. As colleges turn to this source of revenue, many are doing so without proper guidance or evaluation of recent, relevant research on best practices for how to evaluate marketing…

Three papers focusing on various aspects of nontraditional postsecondary education, are presented in this volume. The first paper by Cross and Zusman explores the issue of nontraditional population needs and associated program responses. The second paper, by Bowen, Edelstein, and Medsker, focuses on the kinds of information that decisionmakers in…

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…