Educator labor markets vary considerably across the country and can change quickly during recessions. We use data from the Quality Workforce Indicators (QWI) on educators in Elementary and Secondary Schools from 2000-01 to 2022-23. We demonstrate how to transform the quarter-level data in the QWI to construct valid educator labor market measures.…

Workforce planning is prevalent and recognized as a good strategic practice in many organizations. However, business students may have little experience with workforce planning or workforce analytics. The purpose of this article is to present a workforce planning exercise for use in a face-to-face or online classroom setting. In this exercise,…

This report describes the design, methods, and results of the 2016/20 Baccalaureate and Beyond Longitudinal Study (B&B:16/20) conducted by the U.S. Department of Education's National Center for Education Statistics (NCES). It is the second follow-up with a cohort of bachelor's degree recipients originally identified during the 2015-16 National…

This document provides the data collection instruments for the full report, "Lessons from the First Statewide Family Engagement Centers: Alignment with Federal Priorities and Factors Influencing Implementation." The report describes the implementation efforts of the first grantees under the Statewide Family Engagement Centers (SFEC) and…

This new TICAS (The Institute for College Access & Success) report details existing requirements that govern the calculation and provision of post-college employment metrics, documents weaknesses in existing data, and recommends federal and state policy changes to support comparable, accurate, accessible information for measuring post-college…

Governors plays a central role in ensuring that public educational institutions provide students with the knowledge and abilities required for a successful life and career. The systemic use of data from education and labor markets informs governors and other policymakers of the effectiveness and efficiency of their existing postsecondary systems…

Issues of postsecondary education access and attainment have a direct impact on individuals' social and economic mobility, the labor market, and the nation's ability to stay globally competitive. Sample surveys--cross-sectional or longitudinal surveys of a subpopulation of individuals--on precollege experiences and preparation, postsecondary…

Indicator 14: Post-School Outcomes are assessed each year by every school district in every state to evaluate outcomes for all students with disabilities, including learning disabilities, beyond secondary school. Data collection is mandated to focus on post-secondary education and employment status just after leaving school-age programs. Some…

Science, technology, engineering and mathematics (STEM) professionals generate a stream of scientific discoveries and technological innovations that fuel job creation and national economic growth. Ensuring a robust supply of these professionals is critical for sustaining growth and creating jobs growth at a time of intense global competition.…

Career development research has often explored gender differences in and development of career patterns (Gottfredson, 2006). Hyde's (2005) meta-analysis indicated that men and women shared more similarities than differences. Applying Hyde's gender similarities hypothesis to careers, the authors conducted a 2-stage study. Stage 1 was an analysis of…

Existing data on illegal immigration in the U.S. is inadequate. The limited availability of macrodata on the size of the annual flows and of the accumulated stock of individuals as well as of microdata on their influence on selected labor markets has been used to forestall policy reform efforts. (Author/RDN)

Recognizing that comprehensive labor force information is vital to the development of employment policy, the International Labour Organisation instituted a series of experiments to test the use of key informants at local levels to collect the information. The success of the approach requires international cooperation in providing technical…

Examines the historical and larger context of data mining and describes data mining processes, techniques, and tools. Illustrates these using a child welfare dataset concerning the employee turnover that is mined, using logistic regression and a Bayesian neural network. Discusses the data mining process, the resulting models, their predictive…

In light of current predictions of an imminent teacher shortage, this article suggests using statewide data collection systems to provide more accurate measures of teacher supply and demand. The Michigan Department of Education has implemented such a system. (Author/WD)

The Retirement Research Foundation of Chicago supported a collaborative to collect demographic data about working and aging, conduct a survey of older job seekers, and interview businesses in the region to assess their awareness and attitudes about mature workers. The 2005 project was titled the 60 + Success Project. A regional task force oversaw…