Maestro Press

Education policy in Texas affects 5.5 million students across more than 1,200 school districts and 9,600 campuses. The data needed to evaluate those policies exists, but it is fragmented across state agencies, locked behind public information requests, and formatted in ways that make meaningful analysis difficult. Researchers, advocates, journalists, and the communities most affected by these policies deserve better access.

Maestro Press is an educational equity research organization building the public data infrastructure to change that, starting with Texas school finance.

What we do

Research. Our current work examines the constitutional dimensions of the Texas school finance system. The state constitution requires an “efficient system” of public free schools. Whether the current system meets that standard, particularly as charter school funding and local bond election mechanisms have expanded, is the central question driving our research. This work draws on TEA data, public information requests, legislative records, and academic literature spanning education policy, constitutional law, and public finance.

Data. We are building a comprehensive education data platform covering every Texas district and campus. This includes student demographics, at-risk indicators, staffing, academic performance, accountability ratings, per-pupil expenditure, bond election results, and funding formulas. The platform integrates data from TEA, federal sources (NCES, EdFacts), and original public information requests. All of it is structured, searchable, and designed for research use.

Tools. We develop open-source tools for education equity research: data analysis pipelines, document management systems, and AI-assisted research workflows. These tools are built for researchers and advocates who need to work with large, complex datasets without institutional IT infrastructure.

Current focus

Our primary research project examines three interconnected questions about the Texas school finance system:

1. Whether charter school expansion creates structural duplication that undermines the constitutional efficiency standard, with case studies in the Cleveland ISD and Austin ISD service areas
2. Whether the bond election mechanism for school facility funding meets the state's constitutional obligation, particularly in fast-growth communities where demographic change intersects with local electoral politics
3. Whether empirically derived at-risk funding weights (based on regression analysis of actual district costs) could serve as a constitutional remedy for the frozen statutory weights that have not been updated since 1984

This research is being conducted as part of a graduate capstone at the University of North Texas.

Following along

This blog will be the primary place for research updates, data releases, methodology notes, and tool announcements. Posts will be substantive and infrequent rather than performative and constant.

You can subscribe via RSS to get new posts in your reader. If you work in education policy, school finance, or public data and want to connect, reach out at kevin.hopper@maestro.press.