Panel Paper:
The Impacts of Capital Spending on School Budgets and Student Achievement: Evidence from a Regression Discontinuity Design
*Names in bold indicate Presenter
We exploit the results of PB votes in New York City (NYC). Our approach is similar to previous research on large-scale bonded capital spending (Cellini, Ferreiera, Rothstein 2010; Martorell, Stange, McFarlin Jr. 2016). These studies use a regression discontinuity framework, comparing outcomes for districts in which school capital bond referenda passed or failed by narrow margins. Crucially, close referenda create arguably quasi-random treatment and control groups. PB offers the same research benefits as bond referenda because winners and losers of marginal votes are plausibly exogenously assigned. However, unlike bond referenda for huge, multimillion-dollar projects, PB involves smaller projects, approximately $300,000 on average, related to, for example, technology, libraries, bathrooms, air conditioning, electric and water systems, security, etc.
PB is a process that some NYC council members use to allocate a portion of their capital discretionary funds. Within this process, council districts’ residents propose ideas for improvements to schools, parks, streets, public housing, libraries, and other community spaces, and then vote on those projects through a balloting process (residents can vote for no more than five projects). Projects receiving the most votes earn funding until PB moneys run out. Projects with vote totals near the point in which moneys run out provide the plausibly exogenous variation we exploit in this paper.
We match three years of PB vote data (2015-2017) to data on other discretionary capital spending and school expenditures. We then use a regression-discontinuity framework, exploiting the PB vote as an instrument for capital funding. We estimate the extent to which capital spending affects the allocations of expenditures across other functions of schools. We will also examine if capital spending has any effect on student performance. We then will explore whether government officials, including city council members or the NYC Department of Education, find alternative means to fund losing PB projects, softening the PB effect. Finally, we will characterize PB projects by types of spending to explore potential consequences for children. For example, do investments in laptops improve student academic performance to a greater degree than gymnasiums? Taken together, this paper will provide novel evidence on the consequences of capital spending for school budgets and students.