Aligning Resources with Student Need: How State Funding Designs Shape Resource Allocation

Session Submission Type: Panel

Abstract

In the U.S., states have primary responsibility over matters of education, especially public school funding. As such, state-level policy design choices are consequential for students’ access to adequate and equitable resources. Over the past several decades, states have revised their funding formulas to pursue several goals, including equalization for poor districts and targeted funding for students from high-need backgrounds. A growing body of causal evidence demonstrates that increased school spending improves student outcomes, yet significant variation in reform effects across states suggests that how funding is structured matters. For instance, while some states have sought to centralize school finance policies to promote equity, others have sought to give local districts more autonomy and flexibility. Despite such design variations, the school finance literature has focused primarily on estimating the average effects of school finance reforms, with less attention to how specific design choices—like formula weights, categorical restrictions, equalization mechanisms, and local taxing authority—differ across state contexts and shape whether dollars reach the students they are intended to serve. This panel brings together four studies spanning six states and multiple methodological approaches to examine the link between state funding policy design and district-level resource allocation. Together, these papers examine how state-level variation in funding formula design shapes how districts distribute resources and whether funding policies meet their purported goals. Respectively, the four studies investigate the long-term consequences of funding centralization and equalization, the effects of introducing need-based formula weights on spending progressivity and student achievement, how different state funding model structures shape district leaders’ resource allocation decisions for high-need student populations, and how state decisions about taxing authority contribute to wealth-based disparities in resources and infrastructure. Across these analyses, common themes emerge: the gap between formula intent and implementation reality, the role of categorical and restricted funding in shaping district spending flexibility, and the conditions under which funding translates into meaningful services for target populations. Collectively, the panel demonstrates that state-level policy design choices have consequential and varied effects on how resources flow to students.

Policy Area

• Education

Chair

• Christopher Cleveland, Brown University

Discussants

• Joshua F Bleiberg, University of Pittsburgh

• Dillon Gregory McGill, Texas Tech University

Organizer

• Kenton K. Shimozaki, Vanderbilt University

Individual Presentations

• The Impact of State Centralization on School Spending: Evidence from Michigan - Presenting Author: Matthew Joseph Guzman, Michigan State University

• The Impact of Weighted Student Funding Reform on Resource Allocation and Achievement: Evidence from Connecticut - Presenting Author: Kenton K. Shimozaki, Vanderbilt University

• How English Learner Funding Policy Shapes District Leaders’ Resource Allocation: Evidence from Michigan - Presenting Author: Caroline Bartlett, University of Tennessee (Knoxville)

• Beyond the General Fund: Understanding How Capital Project Levies Contribute to School Finance Disparities - Presenting Author: David S. Knight, University of Washington; Non-Presenting Co-Author: Pooya Almasi, Morgan State University