Propensity score methods account for selection bias in observational studies. However, the consistency of the propensity score estimators strongly depends on a correct specification of the propensity score model. Logistic regression and, with increasing popularity, machine learning tools are used to estimate propensity scores. We introduce a…

This report captures state leaders' perspectives on various issues relating to education technology at this unique moment in time. To be more precise, the report provides an analysis of the feedback collected from state leaders through surveys administered in April and May 2023. It seeks to catalog the ways in which state education agencies are…

This poll was conducted between December 11-15, 2023 among a sample of 2,260 Adults. The interviews were conducted online and the data were weighted to approximate a target sample of Adults based on gender, educational attainment, age, race, and region. This report highlights: (1) views on K-12 education; (2) schooling and experiences; (3) K-12…

In a trend buoyed by new technology purchased to accommodate the remote learning necessitated by the coronavirus pandemic, educators are increasingly using devices and apps to teach core subjects, including math. This report examines perceptions and experiences of teachers, principals, and district leaders around the use of such tools for math…

New knowledge tracing models are continuously being proposed, even at a pace where state-of-the-art models cannot be compared with each other at the time of publication. This leads to a situation where ranking models is hard, and the underlying reasons of the models' performance -- be it architectural choices, hyperparameter tuning, performance…

Providing feedback to students in a sustainable way represents a perennial challenge for secondary teachers of writing. Employing artificial intelligence (AI) tools to give students personalized and immediate feedback holds great promise. Project Topeka offered middle school teachers pre-curated teaching materials, foundational texts and videos,…

This poll was conducted between February 2-5, 2024 among a sample of 2,252 Adults. The interviews were conducted online and the data were weighted to approximate a target sample of Adults based on gender, educational attainment, age, race, and region. Results based on the full survey have a measure of precision of plus or minus 2.41 percentage…

The Accountability Plan is an annual report that is closely aligned with the Board of Governors' 2025 System Strategic Plan. This report enhances the System's commitment to accountability and strategic planning by fostering greater coordination between institutional administrators, University Boards of Trustees and the Board of Governors regarding…

This poll was conducted between August 18-August 27, 2023 among a national sample of 1,000 Teens. The interviews were conducted online and the data were weighted to approximate a target sample of Teens based on gender, age, race, and region. Results from the full survey have a measure of precision of plus or minus 3.3 percentage points. Among the…

This report, the product of a collaboration between the Organisation for Economic Co-operation and Development (OECD) and the UK-based charity, Education and Employers, offers a glimpse of how children see their future, and the forces that, if properly understood and harnessed, will drive them forward to realise their dreams. Through concerted…

This poll was conducted between March 24-April 5, 2023 among a national sample of 1,000 Teens. The interviews were conducted online and the data were weighted to approximate a target sample of Teens based on gender, age, race, and region. Among the key findings are: (1) Over 40 percent of teens have heard either a lot or some about ChatGPT, while…

High school students nationwide spent the whole academic year fully online or in and out of a cobbled together hybrid format. While these students are digital naturals, they were asked to do even more online and lost opportunities to engage traditional in-person milestones like prom, graduation, and college visits. After a year of "Zooming it…

This poll was conducted between April 26-May 6, 2023 among a sample of 961 Teachers. The interviews were conducted online. Results based on the full survey have a measure of precision of plus or minus 3.46 percentage points. Among the key findings are: (1) Private school and charter school teachers say they are thriving to a much higher degree…

Digital engagement is the most important strategy for engaging Generation Z, but what are the right solutions and strategies to maximize engagement with this crucial target market? Which approaches align with the expectations of the students colleges are trying to reach? And more importantly, how can a college make its institution's unique brand…

This report describes the construction and testing of two "psychological" learning models for the purpose of computer recognition of human speech over the telephone. One of the two models was found to be superior in all tests. A regression analysis yielded a 92.3% recognition rate for 14 subjects ranging in age from 6 to 13 years. Tests…