The IPEDS Finance survey is a key resource for academic research, policy analysis, and efforts to improve transparency and accountability. However, the data from the survey can be difficult to use properly. This research note addresses a specific challenge: how to incorporate the $16 billion in revenues and expenditures reported annually within…

The Education-to-Workforce (E-W) Indicator Framework offers guidance for using data to promote education outcomes and economic security for all. Developed with input from leading experts from over 20 national and community organizations, it highlights key connections needed among systems to support students as they progress from early education…

Integrity, security, and sustained investment in data systems are critical for state agencies and stakeholders to effectively harness information to inform policy and decision-making in postsecondary education. Recognizing this crucial need, the State Higher Education Executive Officers Association (SHEEO) has led the charge with its State…

State postsecondary education data systems are vital assets for policymakers, researchers, and the public. The State Higher Education Executive Officers Association's (SHEEO) Communities of Practice project builds upon SHEEO's efforts to measure the capacity and effective use of state postsecondary data systems and provides states with…

Intervention studies focused on improving reading outcomes are scarce for postsecondary students with disabilities. Historically, comprehensive transition and postsecondary education programs (CTPs) for students with disabilities focused on employment, living, personal, and social skills over academic instruction. Recently, there is an emphasis to…

Written with faculty in mind, "Assessment by Design" is a practical resource that will also be useful to student affairs staff and administrators dedicated to using assessment to improve learning in curricular and co-curricular settings. This book presents the Cycle of Assessment as a framework that supports assessment in service of…

Statistics Canada releases data on the labour market outcomes of college and university graduates using data from the Education and Labour Market Longitudinal Platform (ELMLP). Statistics Canada has developed the ELMLP in collaboration with the provincial and territorial ministries of education, Employment and Social Development Canada (ESDC), and…

The purpose of this project is to explore the limitations of federal postsecondary data as data as those data relate to Indigenous students and to Tribal Colleges and Universities. After first establishing some of the statistical limitations we commonly find in postsecondary data with Indigenous students, we provide strategies and practices that…

This Forum Guide, developed by the National Forum on Education Statistics, provides best practices for collecting, managing, and using educator workforce data. It offers education agencies practical guidance on building high-quality data systems that inform teacher recruitment, retention, and professional development efforts.

State leaders have a responsibility to use their data systems to help students seamlessly navigate transitions from high school into college, workforce training programs, the military, and apprenticeships. Many state leaders are meeting this responsibility by establishing initiatives to make enrolling in postsecondary education and workforce…

Robust longitudinal education and workforce data are integral in addressing disparities in educational opportunities and economic outcomes. However, not all states link their P-12, postsecondary, and workforce data sets. Kentucky and Tennessee are two state examples that proved success in linking data from different agencies. TICAS' brief analyzes…

There are a number of ways that student investment can be measured, including full cost of attendance (COA, also known as sticker price), net price (COA minus grant aid), and opportunity costs in the form of forgone earnings. This paper explores those options and makes recommendations for how student investment should be measured with ideal data…

This report examines how states can use their Statewide Longitudinal Data Systems (SLDS) to better understand their teacher supply problems and assess initiatives designed to address them. It emphasizes two key actions: connecting existing data and collecting new data on the prospective workforce. Using research and real-world examples from four…

Enrollment of American Indian and Alaska Native (AI/AN) students in postsecondary education in the United States has been increasing over the past three decades (Chee, Shorty, and Robinson Kurpius 2019). The Tribal College Movement began more than 40 years ago with the establishment of the first tribally-controlled community college in 1968.…

The Multistate Longitudinal Data Exchange (MLDE) facilitates data sharing between states from K-12 education, higher education, and labor agencies. Its goal is to provide practitioners, policymakers, and researchers with a comprehensive data source to understand educational and career trajectories, including how these trajectories can cross state…