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| Virginia Longitudinal Data System | |
|---|---|
| Name | Virginia Longitudinal Data System |
| Abbreviation | VLDS |
| Formed | 2012 |
| Jurisdiction | Commonwealth of Virginia |
| Headquarters | Richmond, Virginia |
Virginia Longitudinal Data System is a statewide administrative data linkage initiative that integrates records from multiple Virginia Department of Education, Virginia Community College System, University of Virginia, Virginia Tech, and other institutions to support policy analysis and research. The system aims to enable longitudinal tracking of cohorts across K-12 education, higher education, workforce development, and healthcare services while maintaining statutory protections under state and federal laws such as the Family Educational Rights and Privacy Act and the Health Insurance Portability and Accountability Act of 1996. It partners with entities including the Virginia Department of Social Services, Virginia Employment Commission, Secretary of Education (Virginia), Secretary of Health and Human Resources (Virginia), and independent researchers from George Mason University, Old Dominion University, William & Mary, and Virginia Commonwealth University.
The VLDS consolidates administrative records from agencies such as the Virginia Department of Education, Virginia Community College System, Virginia Employment Commission, Virginia Department of Health, and the Virginia Department of Social Services to create longitudinal datasets for cohort analysis, policy evaluation, and program improvement. Stakeholders include executive offices like the Office of the Governor of Virginia, legislative offices such as the General Assembly of Virginia, and academic partners including University of Virginia, Virginia Tech, George Mason University, Virginia Commonwealth University, and College of William & Mary. The initiative interacts with federal agencies like the United States Department of Education, United States Census Bureau, and United States Department of Labor for standards alignment and benchmarking.
Origins trace to state-level reforms under governors such as Bob McDonnell, Terry McAuliffe, and Ralph Northam, with early pilots supported by the National Center for Education Statistics, Institute of Education Sciences, and foundations like the Bill & Melinda Gates Foundation and Lumina Foundation. Technical development involved collaborations with research offices at University of Virginia, Virginia Tech, and the Data Quality Campaign, and incorporated methodologies from projects like the Longitudinal Employer-Household Dynamics program and state systems in Texas, Florida, California, and North Carolina. Federal grant programs administered by the U.S. Department of Labor and Institute of Museum and Library Services provided funding and capacity-building assistance. High-profile reports influenced adoption, drawing on analyses by scholars affiliated with Brookings Institution, Urban Institute, American Institutes for Research, and the Pew Charitable Trusts.
Governance is structured through interagency agreements among the Virginia Department of Education, Virginia Community College System, Virginia Employment Commission, Virginia Department of Health, and the Secretary of Education (Virginia), with oversight from legislative committees of the General Assembly of Virginia. Data stewardship policies reference federal statutes such as the Family Educational Rights and Privacy Act and the Health Insurance Portability and Accountability Act of 1996, and draw on best practices from the National Center for Education Statistics and the Council of State Governments. External advisory boards have included members from George Mason University, University of Virginia, Virginia Tech, and national organizations like the American Educational Research Association and the Association for Public Policy Analysis and Management.
Primary sources include K–12 enrollment and assessment records from the Virginia Department of Education, postsecondary transcripts from the Virginia Community College System and institutions such as University of Virginia, Virginia Tech, Virginia Commonwealth University, workforce records from the Virginia Employment Commission, and health and social services records from the Virginia Department of Health and Virginia Department of Social Services. Integration techniques reference standards from the National Student Clearinghouse, the Common Education Data Standards, and federal data linkage practices used by the United States Census Bureau and the Bureau of Labor Statistics. Technical partners and vendors in earlier phases included contractors with experience on projects for the National Science Foundation and the Institute of Education Sciences.
The VLDS operates under privacy frameworks influenced by Family Educational Rights and Privacy Act, Health Insurance Portability and Accountability Act of 1996, and state statutes enacted by the General Assembly of Virginia. Risk mitigation strategies draw on methodologies promoted by the National Institute of Standards and Technology, the U.S. Department of Education, and advocacy guidance from organizations like the Electronic Frontier Foundation and the ACLU of Virginia. Data access controls and audit trails are informed by federal standards used by the United States Department of Commerce and the Office of Management and Budget, and by practices recommended by the Data Quality Campaign and the Privacy Technical Assistance Center.
Analyses using VLDS data have informed policymaking on K–12 interventions evaluated by researchers at University of Virginia, Virginia Tech, and George Mason University, workforce alignment studies involving the Virginia Employment Commission and employers in sectors represented by the Virginia Manufacturers Association and Virginia Hospital & Healthcare Association, and higher education access studies involving the Virginia Community College System and College of William & Mary. Evaluations have cited comparative work from think tanks and research groups including the Brookings Institution, Urban Institute, American Institutes for Research, and the Pew Charitable Trusts. The system enabled longitudinal studies connected to federal programs overseen by the U.S. Department of Education and U.S. Department of Labor.
Critiques have focused on privacy risks raised by civil liberties groups such as the Electronic Frontier Foundation and the American Civil Liberties Union, transparency concerns raised in hearings before the General Assembly of Virginia, and debates about data quality and linkage accuracy discussed in academic venues like the American Educational Research Association and the Association for Public Policy Analysis and Management. Controversies echoed national debates involving instances scrutinized by the U.S. Department of Education and commentary from policy organizations such as the Data Quality Campaign and the Pew Charitable Trusts regarding data governance, public access, and interagency data sharing.