Visualization of Twitter Data in the Classroom

The expression “big data” is ubiquitous in the business world today, but few undergraduate business students have the opportunity to gain practical experience with how new business analytics tools can be used in decision making. This article describes a set of hands‐on labs that prepare students to incorporate streaming data analysis into group research projects. Splunk is used to help students analyze and visualize streaming social media data. An evaluation of student projects and student survey results show that this practical approach of training students to manipulate and visualize big data was largely successful in achieving instructional goals.     

A conceptual framework for comparing instructional design models

Instructional design (ID) professionals typically employ models that guide their practice. However, it is unclear how a specific model is selected for an instructional situation. Andrews and Goodson (1980) provided a valuable procedure for comparing instructional design models, but because of the proliferation of variations in instructional design applications during the past decade, the introduction of instructional design into new learning contexts and the emergence of alternative approaches to instructional design, there has emerged a need for a new framework which assesses the potential success of any instructional design model. A framework is presented here which is intended to provide a conceptual tool for determining appropriate instructional design applications.     

Retrospective Integration of Research Conducted on a Multi-Section Educational Psychology Course over a Fifteen-Year Period

This article integrates a series of studies conducted over a 15-year period in a multi-section educational course taught by the same supervising professor and his GTAs . The purpose of each study was to determine whether particular interventions or student characteristics affected performance levels in the course. Over the extended period of research, approximately 6000 undergraduate students, with 25 to 55 students in each of more than 200 sections, participated in a variety of research projects related to student performance in the course. The principal research themes addressed were (1) critical thinking, (2) additional cognitive measures (e.g., initial course knowledge, generic vocabulary), (3) class participation, (4) in-class writing activities, and (5) cooperative learning.     

The development, validation, and applicability of The Personnel Evaluation Standards

Michigan State UniversityAir Force Human Resources Laboratory     

THE UMIST CENTRE FOR EDUCATIONAL METHODS‐A MODEL OR A MISTAKE P

The article contains a report of the formation and development of a Centre for Educational Methods established at the University of Manchester Institute of Science and Technology (UMIST). The Centre is a group of the academic staff of the Institute interested in education. It was originally formed to evaluate both old and new teaching methods for use in the Institute. It has developed into a group concerned also with the improvement of education and now organises discussion meetings, courses for lecturers, and an audio‐visual workshop. As an example of the Centre's audio‐visual work, the article stresses the use of television. A personal assessment of the effects of the Centre is included with the suggestion that other educational establishments should consider the formation of such a unit, if they do not already have one.     

Using Laptop Computers to Improve the Performance of Minority Students: A Pilot Project

A school system and a university joined forces to improve the science and mathematics environment for local minority students with a program that utilized computer technology. The initiative involved individual students from all of the high schools in the Winston–Salem/Forsyth County (North Carolina) School System. In this initiative, Wake Forest University operated a two-week Summer Science and Math Experience for minority students. During the two weeks, students worked intensively with computers and, at the end of the summer program, a laptop computer was loaned to each student for personal use during the of school year. Through interviews and questionnaires, students overwhelmingly endorsed their involvement in the computer-oriented project, both the summer and academic year phases. They especially liked having access to the Internet (provided by the project), being able to use e-mail and chat rooms, and utilizing the information retrieval potential. Parents and teachers surveyed also praised the project, feeling that their students learned more as a result of being involved in project activity.     

Conjunctive differentiation of gape during food-reinforced keypecking in the pigeon

The pigeon’s keypecking response includes both a head-transport (peck) and a jaw-movement (gape) component. Because the two components are mediated by different effector systems, they may potentially be viewed as orthogonal responses. A response differentiation procedure was used to bring gape amplitude under operant control. The procedure employed a conjunctive response requirement in which reinforcement was contingent upon both gaping and key contact. The key-contact requirement was held constant, while the gape contingency was systematically varied to reinforce either decreases or increases in gape amplitude with respect to baseline. The procedure was effective in shifting the gape distributions in both the upward and downward directions and in inducing new gape values that deviated from the baseline in the reinforced direction. These observations indicate that gape may be brought under operant control. However, subjects showed a bias in the differentiation of the gape response, such that larger gapes were more readily differentiated than smaller gapes. The results are discussed in relation to the methodological utility of the paradigm, the problem of biological constraints on learning, and the heuristic utility of a response components analysis.