This article evaluates the applicability at the state and district level of web scraping--an automated data-extraction technique that regularly exports and refreshes data from the Internet--to provide a low-cost way to get a close-to-real-time snapshot of the demand side of the teacher labor market. Once set up, web scraping can quickly build and…

The Office of Superintendent of Public Instruction (OSPI) is required by RCW 28A.250.040 to report annually on online learning. This report uses data extracted from the Comprehensive Education Data and Research System (CEDARS). Key findings from the 2022-2023 school year include: (1) More students accessed online courses and more schools and…

State education data systems help policymakers use data to evaluate the impact of their efforts to improve education. By disaggregating the data -- that is, breaking it out by different student subgroups -- policymakers can ensure that their efforts address the needs of students who have been traditionally underserved in educational settings. Yet…

In 2009 the Washington State Legislature created an accountability system for online learning (SSB 5410, RCW 28A.250.005). The Legislature directed the Office of Superintendent of Public Instruction (OSPI) to develop an online provider approval system and report annually on the state of online learning in Washington (RCW 28A.250.040). The…

College students who are parents or caregivers of dependent children make up more than one in five U.S. undergraduates. Colleges need basic information about the experiences and outcomes of the student parents they serve, since these students face distinct challenges, including high rates of economic insecurity and significant time and caregiving…

In 2016-2017 the Department of Early Learning (DEL) is undertaking a new Racial Equity Initiative to strengthen the department's organizational capacity to advance racial equity. The outline for this initiative describes the need for "data and metrics to track results and measure the impact of DEL's actions at the child/family/community level…

Federal policymakers have interest in three specific areas of postsecondary career and technical education (CTE): associate degrees and certificates awarded in CTE, skills and training obtained through noncredit courses, and industry-recognized certifications. Research and data are readily available on students earning degrees and certificates in…