Results 31 to 40 of about 12,640,589 (322)

Using Difference-in-Differences to Identify Causal Effects of COVID-19 Policies

open access: yesSocial Science Research Network, 2020
Policymakers have implemented a wide range of non-pharmaceutical interventions to fight the spread of COVID-19. Variation in policies across jurisdictions and over time strongly suggests a difference-in-differences (DD) research design to estimate causal
Andrew Goodman-Bacon, Jan Marcus
semanticscholar   +1 more source

Synthetic Difference-in-Differences Estimation

open access: yesSSRN Electronic Journal, 2023
Corrected typos Corrected ...
Clarke, Damian   +3 more
openaire   +3 more sources

The Impact of New Urbanization Policy on In Situ Urbanization—Policy Test Based on Difference-in-Differences Model

open access: yesLand, 2021
Compared with traditional urbanization, new urbanization is more closely aligned with China’s basic national conditions and reflects the basic goal of sustainable development.
Jing Peng   +4 more
doaj   +1 more source

Balancing, Regression, Difference-in-Differences and Synthetic Control Methods: A Synthesis [PDF]

open access: yes, 2016
In a seminal paper Abadie et al (2010) develop the synthetic control procedure for estimating the effect of a treatment, in the presence of a single treated unit and a number of control units, with pre-treatment outcomes observed for all units.
Nikolay Doudchenko, G. Imbens
semanticscholar   +1 more source

Confounding and regression adjustment in difference‐in‐differences studies [PDF]

open access: yesHealth Services Research, 2019
Objective To define confounding bias in difference‐in‐difference studies and compare regression‐ and matching‐based estimators designed to correct bias due to observed confounders.
B. Zeldow, Laura A. Hatfield
semanticscholar   +1 more source

Randomization inference for difference-in-differences with few treated clusters

open access: yes, 2020
Inference using difference-in-differences with clustered data requires care. Previous research has shown that, when there are few treated clusters, t-tests based on cluster-robust variance estimators (CRVEs) severely overreject, and different variants of
J. MacKinnon, Matthew D. Webb
semanticscholar   +1 more source

Difference-in-Differences with multiple time periods [PDF]

open access: yesJournal of Econometrics, 2021
In this article, we consider identification, estimation, and inference procedures for treatment effect parameters using Difference-in-Differences (DiD) with (i) multiple time periods, (ii) variation in treatment timing, and (iii) when the "parallel trends assumption" holds potentially only after conditioning on observed covariates.
Callaway, Brantly   +1 more
openaire   +3 more sources

Impact of Induced Seismicity on the Housing Market: Evidence from Pohang

open access: yesBuildings, 2022
In this study, we analyze the case of induced seismicity in Pohang, South Korea, in 2017 to investigate the effect of seismic risk perception on the local residential property market.
Jengei Hong   +3 more
doaj   +1 more source

The Dependent Coverage Provision Is Good for Mothers, Good for Children, and Good for Taxpayers [PDF]

open access: yes, 2018
Importance The effect of the Affordable Care Act (ACA) dependent coverage provision on pregnancy-related health care and health outcomes is unknown. Objective To determine whether the dependent coverage provision was associated with changes in payment
Carroll, Aaron E., Cheng, Erika R.
core   +2 more sources

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