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Bill

HD 498

An Act establishing an education-to-career data center

194th Legislature (2025-2026) Introduced by Manny Cruz and 1 co-sponsor

Massachusetts would create a centralized data hub linking K-12 and college records with employment outcomes to track student career success and improve educational program planning.

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Bill Summary · HD 498

Legislative bill overview

HD 498 establishes a centralized data center in Massachusetts to collect and analyze information linking educational outcomes with employment results across K-12, higher education, and workforce programs. The system would track student progression from school through career placement, creating longitudinal datasets that educational institutions and policymakers could access to evaluate program effectiveness.

Why this is important

This infrastructure could help identify which educational pathways lead to sustainable employment and earnings, enabling better resource allocation and more informed career guidance for students. Schools and colleges currently operate largely in silos with limited visibility into whether graduates succeed economically, making evidence-based improvements difficult.

Potential points of contention

  • Privacy concerns: Linking student educational records with employment and earnings data creates comprehensive personal profiles; safeguards against misuse and unauthorized access would be critical
  • Data governance: Questions about who controls the data, how long it's retained, whether individuals can access/correct their records, and what restrictions exist on commercial use
  • Equity implications: Risk that data could be used to steer certain demographic groups away from programs, or that missing data from underserved populations skews insights

Compiled from official sources — confirm details with the bill’s official record.

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