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…

When the COVID-19 pandemic drove schools online in March 2020, state education leaders were left without access to data needed to understand how best to support students. The pandemic revealed the strengths and limitations of state education data systems while inspiring new strategies for collecting, reporting and using data. In 2021, DataSmith…

This report explores the Annie E. Casey Foundation's Deep-End Initiative, which is helping juvenile justice jurisdictions safely and significantly reduce youth confinement -- especially for young people of color. In America today, youth of color are consistently over-represented in courtrooms and detention centers, youth prisons and other…

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…

Districts across the country are facing severe shortages of teachers--especially in certain subjects (math, science, special education, career and technical education, and bilingual education) and in specific schools (urban, rural, high-poverty, high-minority, and low-achieving). The severity of the teacher shortage problem varies significantly by…

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…

The Department of Early Learning (DEL) is directed by the state legislature to use currently collected data to compare state-funded child care compensation rates to market rates, cross-compare child care programs in other states and make biennial recommendations to the legislature on compensation models to attract high quality professionals. For…

As the Every Student Succeeds Act (ESSA) is implemented, the Center on Standards and Assessment Implementation (CSAI) has received queries regarding accountability requirements, particularly in regard to reporting data for subgroups of students. CSAI recently sought to answer this latter question by reviewing the ESSA. Additionally, CSAI reviewed…

Every year millions of children under the age of 5 participate in federal and state early care and education programs. For fiscal years 2010 to 2015, Congress appropriated almost $48 billion to Head Start and over $31 billion to the Child Care and Development Fund (CCDF), the two largest sources of federal funding for early care and education. To…

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…

Institutions--even entire sectors of the education system--too often operate independently of each other, maintaining discrete student-record systems. This makes it difficult to trace a student's progress through higher education and into the workforce--and that disconnection hampers efforts to improve the system. Only by systematically collecting…

The authors report an empirical pilot study of current models of elementary science instruction that utilize science specialists, and make a call for the participation of schools and districts that use a specialist model to assist in collecting the descriptive data needed to create the foundation for future research on the use and impact of…

This guide is designed as a resource for leaders and evaluators of K-12 online learning programs. In this guide, the term "online learning" is used to refer to a range of education programs and resources in the K-12 arena, including distance learning courses offered by universities, private providers, or teachers at other schools;…

This chapter provides a case study comparing the costs of online student ratings of instruction with those of traditional paper-pencil student ratings. The case study is derived from Brigham Young University's (BYU) experience in creating and implementing a new online student rating system. Some of the information on costs was supplemented by data…

Discusses methods of assessing job preparatory-training outcomes, particularly a product called Data Linking for Outcomes Assessment (DLOA). Contends that through data linking, conclusions about programs, job placement, and salaries for graduates can be drawn with ease. Describes key design features for creating a DLOA. (EMH)