The explosive growth of the data analytics field has continued over the past decade with no signs of slowing down. Given the fast pace of technology changes and the need for IT professionals to constantly keep up with the field, it is important to analyze the job skills and knowledge required in the data analyst and business intelligence (BI)…

Purpose: This paper aims to demonstrate how skills taxonomies can be used in combination with machine learning to integrate diverse online datasets and reveal skills gaps. The purpose of this study is then to show how the skills gaps revealed by the integrated datasets can be used to achieve better labour market alignment, keep educational…

For its 16th annual Application Trends Survey, the Graduate Management Admission Council (GMAC) gathered and analyzed data from a total of 641 graduate business programs located at 306 universities worldwide to understand application volume, the applicant pool, and special efforts being made to attract candidates to graduate management programs.…

As more of commerce, entertainment, communication, and learning are occurring over the Web, the amount of data online activities generate is skyrocketing. Commercial entities have led the way in developing techniques for harvesting insights from this mass of data for use in identifying likely consumers of their products, in refining their products…

Like the other books in the A-Z series, this book provides practical tools and activities that can be used immediately to improve your practice. This guide offers specific strategies that will help you become a more effective principal. There are 26 chapters in this book, one for each letter of the alphabet. Contents include: (1) Achievement is…

The "APA Educational Psychology Handbook" reflects the broad nature of the field today, with state-of-the-science reviews of the diverse critical theories driving research and practice; in-depth investigation of the range of individual differences and cultural/contextual factors that affect student achievement, motivation, and beliefs;…

Examines common assumptions about the rationality or irrationality of organizational behavior and finds that decision making occurs in a complex context that successful college/university institutional research offices must recognize and work with. Finds that emerging organizational theories suggest there are limitations on the use of data and…

The Community Assessment (CA) is the collection and analysis of information on the characteristics and needs of American Indian/Alaska Native (AIAN) Head Start/Early Head Start (HS/EHS) eligible children and families in the grantee service area and the resources available to meet those needs. The primary purpose of conducting a Community…

The paper presents a review of literature on warnings of social crises and applies the literature to selected crises predicted in America's future. It is intended for use by futurists and policy makers as they devise ways to help society cope with crises. Warnings are interpreted as combining statement of a problem with proposal of a course of…

Data from the Schools and Staffing Survey, and from New York and Texas, were analyzed in 1999 to identify prevailing trends in the vocational education (VE) teacher labor market. The data, all secondary sources, were analyzed by using a set of indicators for detecting shortage or surplus conditions, and a set of guidelines for developing…