What if educational programs designed curriculum with the end in mind, teaching and assessing only the knowledge and skills necessary for success in the workplace and broader life applications? Competency-Based Education (CBE) provides an answer to questions such as this one that key stakeholders such as employers, learners, parents, and educators…

Two fallacious assumptions can mislead assurance of learning (AoL) loop closing. Association to Advance Collegiate Schools of Business guidance states that learning goals should reflect the outcomes most valued by the program, but evidence shows that schools assign equal priorities to the skills selected. The second false assumption is that…

Additive Factors Model (AFM) and Performance Factors Analysis (PFA) are two popular models of student learning that employ logistic regression to estimate parameters and predict performance. This is in contrast to Bayesian Knowledge Tracing (BKT) which uses a Hidden Markov Model formalism. While all three models tend to make similar predictions,…

How should a wide variety of educational activities be sequenced to maximize student learning? Although some experimental studies have addressed this question, educational data mining methods may be able to evaluate a wider range of possibilities and better handle many simultaneous sequencing constraints. We introduce Sequencing Constraint…

Peer assessment has been increasingly integrated in educational settings as a strategy to foster student learning. Yet little has been studied about how students at different learning levels may benefit from peer assessment. This study examined how peer-assessment and students' learning levels influenced students' project performance using a…

A major issue in the study of learning progressions (LPs) is linking student performance on assessment tasks to the progressions. This report describes the challenges faced in making this linkage using Bayesian networks to model LPs in the field of computer networking. The ideas are illustrated with exemplar Bayesian networks built on Cisco…

This study explores the impact of "Scientific Communication" (SC) skills instruction on students' performances in scientific literacy assessment tasks. We present a general model for skills instruction, characterized by explicit and spiral instruction, integration into content learning, practice in several scientific topics, and application of…

A framework is suggested for presenting a student portfolio in a coherent fashion. The Cognitive Model for Assessing Portfolios (CMAP) is an organizer that arranges the processes associated with portfolios into the following three dimensions: (1) the stakeholder dimension, which identifies the viewpoints of individuals or groups with an interest…

To describe their knowledge of assessment, specifically prepared scripts from 30 novice teachers were content analysed. Knowledge of the formative-summative mode was evident in all scripts but the connections made between this mode of assessment and the other principles of assessment were not well developed. Knowledge of assessment methods was…

The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions. The conference, held in Eindhoven, The Netherlands, July 6-9, 2011, follows the three previous editions…

The major objective of this study is to identify a methodology that will help educators in marketing to efficiently manage the design, impact, and cost of case studies. It is my intention is to examine the impact of case study characteristics in relation to the degree of learner involvement in the learning process. The author proposes that…

This document presents the Equipped for the Future Framework (EFF) content standards that were developed over a 6-year period by hundreds of adult education practitioners, experts, and others nationwide to create a working consensus on what adults need to know and be able to do in the 21st century. Chapter 1 defines adult literacy for the 21st…

The following papers are included: "Concepts on Marketing Issues in the Czech Republic" (Anne Mills); "Requiring More of Teacher Preparation: Authentic Assessment as a Vehicle to Reform" (Laura J. Wyant); "A Delphi Study of Professional Competencies for the Secondary Marketing Educator" (Trellys A. Morris); "The…

The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…