“Take the Q Train: Value Capture of Public Infrastructure Projects”, Arpit Gupta, Stijn Van Nieuwerburgh, Constantine Kontokosta2022-05 ()⁠:

Transit infrastructure is a critical asset for economic activity yet costly to build in dense urban environments. We measure the benefit of the Second Avenue Subway extension in New York City, the most expensive urban transit infrastructure project in recent memory, by analyzing local real estate prices which capitalize the benefits of transit spillovers.

We find 8% price increases, creating $7.46$5.52013 billion in new property value. Using cell phone ping data, we document substantial reductions in commuting time especially among subway users, offering a plausible mechanism for the price gains.

The increase in prices reflects both higher rents and lower risk. Infrastructure improvements lower the riskiness of real estate investments. Only 30% of the private value created by the subway is captured through higher property tax revenue, and is insufficient to cover the cost of the subway.

Targeted property tax increases may help governments capture more of the value created, and serve as a useful funding tool.

[Keywords: infrastructure finance, real estate, house prices, public finance, urban transit, value capture, commuting]

Figure 3: Treatment based on distance to new stations. Notes: Panel A shows treatment definition 1 which corresponds to properties that are on the 2<sup>nd</sup> Avenue Corridor defined as between 1<sup>st</sup> and 3<sup>rd</sup> Avenues. Panel B shows treatment 2 which consists of properties that are within 0.3 miles in walking distance of one of the new Second Avenue stops. Panel C shows treatment 3 which captures properties with a reduction in distance to the nearest subway station. Panel D shows treatment 4 which is the intersection of the first 3 treatments.
Figure 3: Treatment based on distance to new stations. Notes:
Panel A shows treatment definition 1 which corresponds to properties that are on the 2nd Avenue Corridor defined as between 1st and 3rd Avenues.
Panel B shows treatment 2 which consists of properties that are within 0.3 miles in walking distance of one of the new Second Avenue stops.
Panel C shows treatment 3 which captures properties with a reduction in distance to the nearest subway station.
Panel D shows treatment 4 which is the intersection of the first 3 treatments.
Figure 5: Dynamic treatment effects—baseline treatment. Price effect of being on Second Avenue.

…We find small effects when comparing the period before and after 2007, 2008, or 2009. We find much larger effects on rents when comparing rents before and after 2010, 2011, … 2015. This is consistent with there being substantial disamenities from construction early on—recall the heavy construction phase started in 2007—which dissipated as heavy construction finished. Those negative rent effects during the heavy construction phase loom large when the post period is defined as all years from 2007 onwards, dragging down the estimated treatment effect. In contrast, when the demarcation line is 2012, all the negative effects on rents due to subway construction are located in the pre-period while the benefits are in the post-period, resulting in large difference-in-differences estimates. The declining pattern for the later years suggests that there were some anticipation effects, even in the rental market, for example due to improved neighborhood amenities (eg. a new Whole Foods supermarket) in anticipation of the subway opening.

8. Value capture: In this section, we take our baseline estimates for the value created by the subway based on the observed transactions and use them to compute the aggregate value creation for the stock of residential real estate on the UES. We then use property tax data to compute how much of this value creation flows back to the city in the form of higher taxes. We find that while there is an overall gain, the government’s ability to recoup these expenses depends critically on the ability to tax real estate. Our analysis abstracts from the specific government entity responsible; we implicitly assume that one local government bears construction costs and earns future property tax revenues. We abstract from fare revenues, other tax revenue sources such as greater sales or income tax revenue, and costs of operating and maintaining the new subway line and stations. Our focus is on the scope for property taxation to recover the cost of project investment.

…Valuing the total stock of treated real estate at $93.55$692013 billion pre-treatment, our baseline estimate suggests a $7.5$5.532013 billion gain from the 2nd Ave subway extension to private landlords. We estimate that the city will only recoup about 30% of the gain, or about $2.29$1.692013 billion, in the form of future property taxes. The former number well exceeds the $6.1$4.52013 billion cost of the project, while the latter number falls substantially short. This suggests that additional taxation, in the form of targeted property tax increases, might be useful to help finance public infrastructure projects. More broadly, value capture could prove a useful instrument in the financing tool box to help fund the large future infrastructure needs.