Economics at your fingertips  

A spatial multiple treatment/multiple outcome difference-in-differences model with an application to urban rail infrastructure and gentrification

Eleni Bardaka, Michael S. Delgado and Raymond J.G.M. Florax

Transportation Research Part A: Policy and Practice, 2019, vol. 121, issue C, 325-345

Abstract: We develop a class of difference-in-differences regression models for the case of multiple transportation interventions that may occur sequentially over time and may generate causal spillover effects within a spatial system. We show how these models can be estimated using tools from spatial econometrics, and further extend the models to a system of seemingly unrelated outcomes such that there may be spatial correlation in the error terms. These models facilitate estimation of direct, indirect, and total average causal effects, as well as individual and cumulative effects of transportation interventions that partially overlap in space. Such estimates can assist policymakers in assessing potentially reinforcing effects originating from multiple transportation interventions located in close proximity. We develop an empirical example of our models to evaluate spatiotemporal socioeconomic impacts of the original and expanded light rail system in Denver, CO.

Keywords: Spatial difference-in-differences; Quasi-experiment; Sequential treatments; Spatial spillover effects; Seemingly unrelated regressions; Urban rail; Gentrification (search for similar items in EconPapers)
Date: 2019
References: View references in EconPapers View complete reference list from CitEc
Citations: Track citations by RSS feed

Downloads: (external link)
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link:

Ordering information: This journal article can be ordered from
https://shop.elsevie ... _01_ooc_1&version=01

Access Statistics for this article

Transportation Research Part A: Policy and Practice is currently edited by John (J.M.) Rose

More articles in Transportation Research Part A: Policy and Practice from Elsevier
Bibliographic data for series maintained by Dana Niculescu ().

Page updated 2019-12-10
Handle: RePEc:eee:transa:v:121:y:2019:i:c:p:325-345