Endogeneity: A review and agenda for the methodology-practice divide affecting micro and macro research
An expanding number of methodological resources, reviews, and commentaries both
highlight endogeneity as a threat to causal claims in management research and note that …
highlight endogeneity as a threat to causal claims in management research and note that …
Methods and tools for causal discovery and causal inference
Causality is a complex concept, which roots its developments across several fields, such as
statistics, economics, epidemiology, computer science, and philosophy. In recent years, the …
statistics, economics, epidemiology, computer science, and philosophy. In recent years, the …
Increase in suicide following an initial decline during the COVID-19 pandemic in Japan
There is increasing concern that the coronavirus disease 2019 (COVID-19) pandemic could
harm psychological health and exacerbate suicide risk. Here, based on month-level records …
harm psychological health and exacerbate suicide risk. Here, based on month-level records …
Valid t-ratio Inference for IV
In the single-IV model, researchers commonly rely on t-ratio-based inference, even though
the literature has quantified its potentially severe large-sample distortions. Building on Stock …
the literature has quantified its potentially severe large-sample distortions. Building on Stock …
Watering down environmental regulation in China
This article estimates the effect of environmental regulation on firm productivity using a
spatial regression discontinuity design implicit in China's water quality monitoring system …
spatial regression discontinuity design implicit in China's water quality monitoring system …
Difference-in-differences with variation in treatment timing
A Goodman-Bacon - Journal of econometrics, 2021 - Elsevier
The canonical difference-in-differences (DD) estimator contains two time periods,” pre” and”
post”, and two groups,” treatment” and” control”. Most DD applications, however, exploit …
post”, and two groups,” treatment” and” control”. Most DD applications, however, exploit …
Econometric methods for program evaluation
A Abadie, MD Cattaneo - Annual Review of Economics, 2018 - annualreviews.org
Program evaluation methods are widely applied in economics to assess the effects of policy
interventions and other treatments of interest. In this article, we describe the main …
interventions and other treatments of interest. In this article, we describe the main …
Rallying around the flag in times of COVID-19: Societal lockdown and trust in democratic institutions
In times of severe international crises, such as wars and terrorist attacks, citizens tend to
'rally-around-the-flag'and increase their support for political leaders. We ask if the rallying …
'rally-around-the-flag'and increase their support for political leaders. We ask if the rallying …
Countries and the global rate of soil erosion
Soil erosion is a major threat to food security and ecosystem viability, as current rates are
orders of magnitude higher than natural soil formation. Governments around the world are …
orders of magnitude higher than natural soil formation. Governments around the world are …
Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments
This paper reviews the empirical methods used in the accounting literature to draw causal
inferences. Recent years have seen a burgeoning growth in the use of methods that seek to …
inferences. Recent years have seen a burgeoning growth in the use of methods that seek to …