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Sixty-seven school finance reforms (SFRs) in 26 states have taken place since 1990; however, there is little empirical evidence on the heterogeneity of SFR effects. We provide a comprehensive description of how individual reforms affected resource allocation to low- and high-income districts within states, including both financial and non-financial outcomes. After summarizing the heterogeneity of individual SFR impacts, we then examine its correlates, identifying both policy and legislative/political factors. Taken together, this research aims to provide a rich description of variation in states' responses to SFRs, as well as explanation of this heterogeneity as it relates to contextual factors.

State postsecondary education data systems are vital assets for policymakers, researchers, and the public. The State Higher Education Executive Officers Association's (SHEEO) Communities of Practice project builds upon SHEEO's efforts to measure the capacity and effective use of state postsecondary data systems and provides states with opportunities to develop solutions to common system issues. The seventh Community of Practice convening, "Improving Equity and Opportunity through Postsecondary Data," was held September 28-29, 2022, in Denver, Colorado. The two-day meeting included more than 80 representatives from 17 states: Arkansas, Colorado, Connecticut, Delaware, Hawai'i, Iowa, Kansas, Louisiana, Minnesota, Missouri, North Carolina, Oregon, Pennsylvania, Rhode Island, Texas, Washington, and the District of Columbia. Teams included representatives from SHEEO agency academic affairs, workforce, diversity, equity, and inclusion (DEI), and research and data offices and their partners at state agencies and two- and four-year postsecondary institutions. Given the recent impacts on higher education from the COVID-19 pandemic, social justice unrest, and economic pressures facing the country, a focus on equity and opportunity was timely for this Community of Practice. SHEEO agency staff communicated a need to inform state attainment and economic goals through improved collection and use of postsecondary student unit record data. Within and across state teams, Community of Practice attendees were able to learn more about the nuances and impacts of equity-and opportunity-focused data collection, disaggregation, and visualization; to better understand how to effectively communicate and illustrate the need for and the contributions of equitable student success in their states; and to reflect on their capacity, partnerships, and resources available to effectively engage in this work. In this paper, SHEEO shares the presentations, resources, and team activities from the convening. This information can be used by SHEEO agencies to reflect on their current practices, plan and develop effective data policies, and better use data to improve postsecondary equity and opportunity outcomes in their states.

This is the third paper on the topic of outcomes-based funding written by Dennis Jones for Complete College America. The first paper, "Performance Funding: From Idea to Action" (ED535356), proposed a set of design and implementation principles to help states develop and implement their own outcomes-based funding models. The second paper, "Outcomes-Based Funding: The Wave of Implementation" (2013) described features of models being implemented in states and the extent to which they conformed to the principles presented in the first paper. This third paper documents the continued spread of adoption with an increased focus in the field on whether outcomes are equitable across populations, with states disaggregating results by race, ethnicity, age and income and reporting those publicly. The additional purposes of this paper are threefold: (1) To reinforce the point that outcomes-based funding is but one component of the overall financing model for higher education in a state. The power of outcomes-based funding models is enhanced if the other components are designed so as to strengthen the alignment between funding streams and desired results; (2) To once again revisit the lists of design and implementation principles presented in the earlier document and (slightly) revise them in light of states' actions and experience; and (3) To describe the models that are being employed in implementing states and to assess the extent of conformance with the proffered set of design and implementation principles. This for the purpose of identifying areas of non-conformance to catalog potential weaknesses in models and questioning the applicability of certain of the principles. As with earlier versions of the document, the ultimate objective is to provide clear, straightforward guidance to policymakers who are searching for ways to better align their approaches to resource allocation with the educational outcomes that are of highest priority in their state.