Revisiting the Effect of Food Aid on Conflict : A Methodological Caution
A popular identification strategy in non-experimental panel data uses instrumental variables constructed by interacting exogenous but potentially spurious time series or spatial variables with endogenous exposure variables to generate identifying v...
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okr-10986-279782021-06-14T10:09:39Z Revisiting the Effect of Food Aid on Conflict : A Methodological Caution Christian, Paul Barrett, Christopher B. AID DELIVERY FOOD AID HUMANITARIAN ASSISTANCE AGRICULTURAL POLICIES CONFLICT VIOLENCE A popular identification strategy in non-experimental panel data uses instrumental variables constructed by interacting exogenous but potentially spurious time series or spatial variables with endogenous exposure variables to generate identifying variation through assumptions like those of differences-in-differences estimators. Revisiting a celebrated study linking food aid and conflict shows that this strategy is susceptible to bias arising from spurious trends. Re-randomization and Monte Carlo simulations show that the strategy identifies a spurious relationship even when the true effect could be non-causal or causal in the opposite direction, invalidating the claim that aid causes conflict and providing a caution for similar strategies. 2017-08-24T22:12:10Z 2017-08-24T22:12:10Z 2017-08 Working Paper http://documents.worldbank.org/curated/en/723981503518830111/Revisiting-the-effect-of-food-aid-on-conflict-a-methodological-caution http://hdl.handle.net/10986/27978 English en_US Policy Research Working Paper;No. 8171 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo World Bank World Bank, Washington, DC Publications & Research Publications & Research :: Policy Research Working Paper |
repository_type |
Digital Repository |
institution_category |
Foreign Institution |
institution |
Digital Repositories |
building |
World Bank Open Knowledge Repository |
collection |
World Bank |
language |
English en_US |
topic |
AID DELIVERY FOOD AID HUMANITARIAN ASSISTANCE AGRICULTURAL POLICIES CONFLICT VIOLENCE |
spellingShingle |
AID DELIVERY FOOD AID HUMANITARIAN ASSISTANCE AGRICULTURAL POLICIES CONFLICT VIOLENCE Christian, Paul Barrett, Christopher B. Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
relation |
Policy Research Working Paper;No. 8171 |
description |
A popular identification strategy in
non-experimental panel data uses instrumental variables
constructed by interacting exogenous but potentially
spurious time series or spatial variables with endogenous
exposure variables to generate identifying variation through
assumptions like those of differences-in-differences
estimators. Revisiting a celebrated study linking food aid
and conflict shows that this strategy is susceptible to bias
arising from spurious trends. Re-randomization and Monte
Carlo simulations show that the strategy identifies a
spurious relationship even when the true effect could be
non-causal or causal in the opposite direction, invalidating
the claim that aid causes conflict and providing a caution
for similar strategies. |
format |
Working Paper |
author |
Christian, Paul Barrett, Christopher B. |
author_facet |
Christian, Paul Barrett, Christopher B. |
author_sort |
Christian, Paul |
title |
Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
title_short |
Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
title_full |
Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
title_fullStr |
Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
title_full_unstemmed |
Revisiting the Effect of Food Aid on Conflict : A Methodological Caution |
title_sort |
revisiting the effect of food aid on conflict : a methodological caution |
publisher |
World Bank, Washington, DC |
publishDate |
2017 |
url |
http://documents.worldbank.org/curated/en/723981503518830111/Revisiting-the-effect-of-food-aid-on-conflict-a-methodological-caution http://hdl.handle.net/10986/27978 |
_version_ |
1764466280001175552 |