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The Economic Causes and Consequences of Conflict: Where the literature stands and where we should go from here. EITM Lecture – PART 1 July 8, 2011 Prof. Oeindrila Dube. Outline. Introduction The economic causes of conflict Income and conflict Aid and conflict
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The Economic Causes and Consequences of Conflict:Where the literature stands and where we should go from here EITM Lecture – PART 1 July 8, 2011 Prof. Oeindrila Dube
Outline • Introduction • The economic causes of conflict • Income and conflict • Aid and conflict • The economic consequences of conflict
1. Introduction:Why should we think about the relationship between economic development and civil war?
State-Based Armed Conflicts by Type, 1946-2006 2007 Human Security Report brief
Two facts on civil wars Claimed more than 10.1 million lives between 1946-2005 More than 1/3rd of the developing nations affected
Loss of LifeWorld map, scaled to war deaths in 2002 http://www.worldmapper.org/display.php?selected=288
Per-capita income and conflict likelihood • Several cross-country analyses have established a negative correlation between GDP per capita and conflict • Collier and Hoeffler (1998, 2001, 2002) • Fearon and Laitin (2003) • Challenges to identification?
Reverse Causality Poverty; low income Civil War
Omitted Variable Bias Weak states, low governance capacity, bad institutions/leaders Poverty Civil War
Economic Shocks and Civil Conflict Miguel, Satyanath and Sergenti (2004) • Do GDP growth shocks affect likelihood of conflict? • Use rainfall shocks as an instrument for growth shocks • Extreme rainfall (i.e., drought) harms agriculture • Found negative growth shock reduced probability of conflict in Sub-Saharan Africa, 1981-1999 • Requirements for a credible IV • Exclusion restriction: no other channels through which instrument affects dependent variable • Instrument correlated with endogenous variable
First-stage relationship contingent on time periodMiguel and Satyanath (forthcoming) • Rainfall shocks are not correlated with growth in SSA when time period extended to 1981-2009 • Strong growth of non-agricultural sectors • Rainfall is not a valid instrument for growth on conflict in the post 1999 period
Taking stock • No explicitly identified cross-country study shows a significant negative effect of GDP on risk of conflict • For the global sample • For SSA over full sample period • Doesn’t imply no relationship between income and conflict • We lack an instrument that applies to global sample • A more nuanced relationship between income and conflict?
Possible Nuances • Heterogeneous treatment effects • Economic shocks may only affect conflict for some countries and not others • Different types of economic shocks may affect conflict in different directions
Heterogeneous effect based on institutionsBesley and Persson, 2010
Commodity Price Shocks and Civil Conflict: Evidence from Colombia Dube and Vargas (2010)
Overview • Do different income shocks affect conflict differently? • Within-country analysis of Colombia: • Exploit exogenous international commodity price shocks to major exports (coffee and oil) • Exploits variation across regions in production of those exports
Difference-in-differences empirical strategy • Compare changes in violence • Over time as price changes • Across regions that produce coffee/oil more intensively
Coffee prices: opportunity cost mechanism More conflict in coffee-regions Opportunity cost of fighting falls Price of Coffee falls Farmers wages falls
Oil prices: predation mechanism More conflict in oil regions More revenue in oil regions Armed groups fight to steal revenue Price of oil rises
Future work shoulddisentangle resource curse mechanisms • Does the resource act as a prize that groups fight over? • Are resources used to finance conflict? • Does the presence of resource extraction generate grievances? • Inequitable resource distribution • Govt. provides fewer public goods
Ways forward on income and conflict • Further work remains to be done in: • Understanding the nature of the income-conflict relationship • Providing evidence on channels • Micro data presents more opportunities for: • Looking at disaggregated shocks • Testing mechanisms directly
Ways of getting micro-data on conflict • Event-based data • Dube and Vargas (newspaper and Catholic priest reports) • ACLED for select countries : http://www.acleddata.com/ • Household surveys on retrospective conflict experience • Bellows and Miguel, 2006 • Microcon: http://www.microconflict.eu/index.html • Testimony from truth and reconciliation commissions • Yanagiza, 2010; Leon, 2009 • Mortality statistics to look at homicides • Angrist and Kugler, 2008; Dube, Dube and Garcia-Ponce, 2010