U.S. employers are struggling to find qualified applicants across a range of career sectors. In 12 career areas--including healthcare, computers and mathematics--demand for workers exceeded available supply by a total of 4.4 million job openings in 2016. This gap threatens the economy, undermines the innovation and competitiveness in many of the…

States across the country are urgently building and initiating systems to improve schools, including those identified as low-performing under the Every Student Succeeds Act (ESSA). With their state ESSA plans approved by the U.S. Department of Education in 2017-2018, state education agencies (SEAs) are moving forward to carry out the vision,…

At Tamassee-Salem Elementary School in South Carolina, teacher Anna Durham likes to have data conferences with her third graders. She creates a simple graph of their MAP® Growth™ interim assessment scores with past and current scores, along with a future goal. She believes talking about goals--and how they will get there together--helps to engage…

The Aid Like A Paycheck student survey was designed to shed light on students' academic and financial attitudes, behaviors, and circumstances over the course of a semester. This supplement to MDRC's final report on Aid Like A Paycheck describes the survey, response rates, and responses to each survey item at three community college systems: two in…

This publication presents information on employers' use and views of the vocational education and training (VET) system. The findings relate to the various ways in which Australian employers use the VET system to meet their skill needs and their satisfaction with the training. Australian employers can engage with the VET system in three main ways,…

This document includes two technical appendices that accompany the main report, "English Learner Trajectories and Reclassification." The two appendices include: (1) Methodology; and (2) Supporting Tables and Figures. [For the full report, see ED603764.]

The Future Skills Report about the future of learning and higher Education (Ehlers & Kellermann, 2019) defines a variety of skills in which the active learner plays a central role. Starting from this perspective, our idea is to promote future skills with a digital data-driven study assistant for. As a theoretical foundation research about…

Data collected from surveys can result in hundreds of variables and thousands of respondents. This implies that time and energy must be devoted to (a) carefully entering the data into a database, (b) running preliminary analyses to identify any problems (e.g., missing data, potential outliers), (c) checking the reliability and validity of the…

With the advancement of technology, more and more degree programs are available in the form of online education. Despite its top ranking in online bachelor's degree programs, Pennsylvania State University's World Campus presents a variety of challenges and opportunities related to students' experiences, feelings, and operation as a…

The accounting profession is beginning to demand data analytics skills from its professionals to handle the increasing amount of data available to address accounting questions. Indeed, the explosion of data availability and data are changing the accounting profession, providing accountants the opportunity to continue as key financial information…

Numerous organizations collect and distribute non-aggregate personal data for a variety of different purposes, including demographic and public health research. In these situations, the data distributor is responsible with the protection of the anonymity and personal information of individuals. Microaggregation is one of the most commonly used…

The aim of this paper is to discuss different approaches to the quality (or uncertainty) of measurement data considering both historical examples and today's students' views. Today's teaching of data analysis is very much focussed on the application of statistical routines (often called the "Gaussian approach" to error analysis). Studies on…

In this article, we propose using the Bayes factors (BF) to evaluate person fit in item response theory models under the framework of Bayesian evaluation of an informative diagnostic hypothesis. We first discuss the theoretical foundation for this application and how to analyze person fit using BF. To demonstrate the feasibility of this approach,…

The authors introduce the Preparation in STEM Leadership Program at Rutgers, The State University of New Jersey. This NSF-Funded program and research study creates a centralized training program for peer leaders that includes a battery of assessments to evaluate peer leaders' content knowledge, pedagogical knowledge, communication skills, and…

In recent years, performance management (PM) has become a buzzword in public sector organizations. Well-functioning PM systems rely on valid performance data, but critics point out that conflicting rationale or logic among professional staff in recording information can undermine the quality of the data. Based on a case study of social service…