Skip to main content
. Author manuscript; available in PMC: 2023 Jan 13.
Published in final edited form as: Am Econ J Appl Econ. 2022 Jan;14(1):164–196. doi: 10.1257/app.20180168

Table 7—

Expansions

(1) (2) (3) (4)

Post −0.0044 (0.0039) −0.0154 (0.0091) −0.0002 (0.0031) −0.0046 (0.0102)
Post × x −0.0076 (0.0072) −0.0134 (0.0141)
Satellite Y Y Y Y
Cont. × year Y Y Y Y
City × cal. mo. Y Y Y Y
Climate × cont. Y Y Y Y
Mean AOD 0.44 0.63 0.44 0.63
R 2 0.78 0.73 0.78 0.73
Number of events 143 42 143 42
Number of cities 70 20 70 20
Observations 52,268 15,595 52,268 15,595

Notes: Dependent variable is mean AOD in a 10km disk with centroid in the city center. Column 1 includes all expansions anywhere in the world (includes old subway cities outside of our main sample). Column 2 includes expansions restricted to the set of new subway cities used in Table 2. Column 3 is the same as 1 but includes the interaction of treatment with indicator for AOD in 2000 above 0.36 (median AOD in 2000 in the sample of new subway cities used in Table 2). Column 4 is the same as 2 but includes the interaction of treatment with indicator for AOD in 2000 above.36 (median AOD in 2000 in the sample of new subway cities used in Table 2). All specifications control for event fixed effects, event-specific pre-window indicators, event-specific post-window indicators, and event-specific period-0 indicators. Climate controls are pixel count and linear and quadratic terms in temperature, precipitation, cloud cover, vapor pressure and frost days. Standard errors clustered at the event level are in parentheses.