Causal mediation analysis in economics: Objectives, assumptions, models
V Celli - Journal of Economic Surveys, 2022 - Wiley Online Library
Mediation analysis aims at identifying and evaluating the mechanisms through which
treatment affects an outcome. The goal is to disentangle the total treatment effect into two …
treatment affects an outcome. The goal is to disentangle the total treatment effect into two …
The effect of trade on workers and voters
We investigate economic causes of the rising support of populist parties in industrialised
countries. Looking at Germany, we find that exposure to imports from low-wage countries …
countries. Looking at Germany, we find that exposure to imports from low-wage countries …
Causal mediation analysis in instrumental-variables regressions
In this article, we describe the use of ivmediate, a new command to estimate causal
mediation effects in instrumental-variables settings using the framework developed by …
mediation effects in instrumental-variables settings using the framework developed by …
Econometric causality: The central role of thought experiments
This paper examines the econometric causal model and the interpretation of empirical
evidence based on thought experiments that was developed by Ragnar Frisch and Trygve …
evidence based on thought experiments that was developed by Ragnar Frisch and Trygve …
Causality and econometrics
JJ Heckman, R Pinto - 2022 - nber.org
This paper examines the econometric causal model for policy analysis developed by the
seminal ideas of Ragnar Frisch and Trygve Haavelmo. We compare the econometric causal …
seminal ideas of Ragnar Frisch and Trygve Haavelmo. We compare the econometric causal …
Retirement's impact on health: what role does social network play?
A Pilehvari, W You, X Lin - European Journal of Ageing, 2023 - Springer
While a large body of literature investigates the bidirectional relationship between retirement
and health, few have analyzed the mechanism through which retirement affects health which …
and health, few have analyzed the mechanism through which retirement affects health which …
[HTML][HTML] Estimating the relationship between ethnic inequality, conflict and voter turnout in Africa using geocoded data
To what extent is voter turnout influenced by ethnic inequality? We combine ethnolinguistic
maps on sub-national locations of ethnic groups with night-time light satellite images to …
maps on sub-national locations of ethnic groups with night-time light satellite images to …
How do government environmental concerns affect haze pollution?
Y Lv, T Fan, B Zhao, J Zhang, Y Zheng… - Frontiers in …, 2022 - frontiersin.org
The air pollution problem, represented by the frequent occurrence of haze, has seriously
affected the quality of China's economic growth. Along with the in-depth implementation of …
affected the quality of China's economic growth. Along with the in-depth implementation of …
Discrimination, migration, and economic outcomes: evidence from World War I
A Ferrara, P Fishback - Review of Economics and Statistics, 2024 - direct.mit.edu
This paper examines the individual and aggregate costs of ethnic discrimination. Studying
Germans in the United States during World War I, an event that abruptly downgraded their …
Germans in the United States during World War I, an event that abruptly downgraded their …
Why physical barriers backfire: How immigration enforcement deters return and increases asylum applications
What, if any, effect do physical barriers have on cross-border population movements? The
foundational claim that barriers reduce migration flows remains unsupported. We …
foundational claim that barriers reduce migration flows remains unsupported. We …