Statewide longitudinal data systems (SLDSs) often rely on personal identifiers to securely link individual-level data across early childhood, K-12, higher education, and the workforce. However, different sectors use different types of personal identifiers which can make accurately connecting records difficult. Driver's license data offers a single…

Policymakers across the country are seeking to better understand credentials of value--the education and training programs that help workers fill in-demand and growing jobs in their states. But right now, leaders are lacking the complete set of information they need to understand P-20W (early childhood, K-12, postsecondary, and workforce) pathways…

Data showing what students earn after attending higher education institutions have become increasingly available, bolstering calls from policymakers and advocates that government financial aid programs should be tied to those outcomes. Often overlooked, however, is that these data and policies usually reflect the earnings of only students who…

In 2024, state legislators introduced hundreds of bills that would affect data collection, access, and use across early education, K-12, postsecondary, and the workforce. As in 2023, legislators continued to introduce and enact legislation governing cross-agency data systems. These policies are the most important step toward making statewide…

Artificial intelligence is a tool of the digital economy. Its use facilitates the growth of the level of productivity, effectiveness and quality of managing the spheres of infrastructural support. The smart cities concept is based on ensuring the management of the main city infrastructures based on the means of AI. In the studied countries of…

The feedback between vocational education and training (VET) and the labour market can provide important input for the review and renewal of qualifications. A feedback loop that is based on learning outcomes helps provide deeper insights into what is required on the labour market, what is offered in training provisions and assessed at the end of a…

This paper identifies a nascent trend in several countries regarding increased collection, public availability and use of destination data for graduates of secondary education, with policy ambitions to support pupil-level decision-making and drive provider-level accountability. This trend mirrors the previous development of such data for higher…

Our nation needs a baseline understanding of the current landscape of high school skilled trades education--and a road map of what could or should happen next--to build on the promise that trades education offers to meet both individual and societal needs. To understand the state of skilled trades education in America's high schools, Jobs for the…

"The State of Career Technical Education: Credentials of Value" report draws on a 2024 national scan of state practices, a 50-state survey, and interviews with state leaders to gather insights and strategies for improving the identification, validation, incentivization, and data collection related to credentials that support learners'…

California has long been a national and global leader in developing and maintaining quality higher education options, as well as in providing financial aid and consumer protections for Californians who access that education. However, although California's colleges and the state government do collect, receive, and report a great deal of data, these…

This report focuses on a critical concern for the European Training Foundation's (ETF's) partner countries and other countries of the around the world. Skills mismatch is recognised as a major challenge by policy makers, practitioners and social partners, as it is often associated with dynamic social and economic contexts such as restructuring…

This report is an update to "Credentials Matter. Report 1: A National Landscape of High School Student Credential Attainment Compared to Workforce Demand" (ED612414). It explores the credentials earned by both K-12 and postsecondary students. The report examines whether those credentials are, or are not, aligned with employers' demand.…

States should graduate students from high school prepared for the challenges they will face in college and their careers. Many states are working toward this goal by improving the quality of career and technical education (CTE) programs, and have looked to industry-recognized credentials as one component of this improvement. However, there is…

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…