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 …

The effect of trade on workers and voters

C Dippel, R Gold, S Heblich, R Pinto - The Economic Journal, 2022 - academic.oup.com
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 …

Causal mediation analysis in instrumental-variables regressions

C Dippel, A Ferrara, S Heblich - The Stata Journal, 2020 - journals.sagepub.com
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 …

Econometric causality: The central role of thought experiments

J Heckman, R Pinto - Journal of Econometrics, 2024 - Elsevier
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 …

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 …

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 …

[HTML][HTML] Estimating the relationship between ethnic inequality, conflict and voter turnout in Africa using geocoded data

K Ackermann, SA Churchill, R Smyth - World Development, 2024 - Elsevier
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 …

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 …

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 …

Why physical barriers backfire: How immigration enforcement deters return and increases asylum applications

J Schon, D Leblang - Comparative Political Studies, 2021 - journals.sagepub.com
What, if any, effect do physical barriers have on cross-border population movements? The
foundational claim that barriers reduce migration flows remains unsupported. We …