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Inequality in Latin America is high… 
…but declining since around 2000 
Decline is pervasive and significant 
• Larger than the rise in inequality in 1990s 
• Important contribution to the decline in 
poverty 
• In countries with high growth & low growth 
• In countries with left and nonleft 
governments 
• In commodity exporters and importers 
2
LATAM IS THE MOST UNEQUAL REGION IN 
THE WORLD 
Gini Coefficient by Region (in %), 2004 
(Ferreira and Ravallion, 2008) 
32.2 
33.6 
38.9 38.9 39.1 
44.7 
53.2 
60.0 
55.0 
50.0 
45.0 
40.0 
35.0 
30.0 
25.0 
20.0 
High Income Europe and 
Central Asia 
South Asia North Africa 
and the 
Middle East 
East Asia and 
the Pacific 
Sub-Saharan 
Africa 
Latin America 
and the 
Caribbean 
Gini coefficient 
3
Latin America: Declining income 
inequality by country: 2000-2011 
(Annual Change of Gini in %) 
-2.05-1.99 
-2.64 
-0.91 
-1.30-1.24-1.17-1.07-1.03 
-0.47-0.39 
-0.79-0.74-0.72 
-0.20-0.10 
0.61 
-0.95 
2.12 
0.82 0.77 
0.40 
3.00 
2.00 
1.00 
0.00 
-1.00 
-2.00 
-3.00 
Nicaragua 
Bolivia 
Ecuador 
Argentina 
El Salvador 
Mexico 
Venezuela 
Brazil 
Peru 
Dom. Rep. 
Panama 
Chile 
Costa Rica 
Paraguay 
Uruguay 
Guatemala 
Honduras 
LAC-17 
China 
South Africa 
India 
USA 
4
Decomposing the change in poverty 
in the 2000s: growth vs. 
redistribution 
(Datt-Ravallion Decomp Method) 
-6.2 
Growth Redistribution Change in poverty ($2.5 a day) during the 2000s* 
-12.4 -12.3 
-4.8 -6.6 
-12.1 
-7.8 -6.1 
-12.6 -10.7 
-6.2 
140% 
90% 
40% 
-10% 
-60% 
Argentina Bolivia Brazil Chile Costa Rica Ecuador Honduras Mexico Panama Peru Paraguay 
5
• Determinants: 
–Declining inequality of hourly 
labor income 
–Larger and more progressive 
transfers 
–Lower dependency ratios 
6
Decomposing Decline in Inequality 
Labor (red); Transfers (Green); 
Demog (Blue) (Azevedo et al. 2012) 
100%	 
80%	 
60%	 
40%	 
20%	 
0%	 
Argen na	 
-20%	 
-40%	 
-60%	 
-80%	 
Brazil	 
Chile	 
Colombia	 
Costa	Rica	 
Dominican	Rep.	 
El	Salvador	 
Ecuador	 
Honduras	 
Mexico	 
Panama	 
Paraguay	 
Peru	 
Uruguay	 
LAC-14	 
7
Changes in returns to education: 2000-2010 
(vis a vis incomplete primary or no education) 
-1.49 
-1.31 
-1.23 
-1.22 
-1.16 
-1.07 
-0.91 
-0.90 -0.72 -0.71 -0.66 -0.64 -0.51 -0.42 
6.0 
4.0 
2.0 
0.0 
-2.0 
-4.0 
-6.0 
-8.0 
-10.0 
-12.0 
Ecuador 
Argentina 
El Salvador 
Venezuela 
Mexico 
Brazil 
Dominican Rep. 
Panama 
Paraguay 
Peru 
Chile 
Bolivia 
Nicaragua 
Costa Rica 
Change in Gini Change in returns on primary schooling 
Change in returns on secondary schooling Change in returns on tertiary schooling
Determinants of declining inequality 
in hourly labor earnings 
Decline in returns to post-secondary 
education (skill premium) 
• Supply 
• Demand 
• Pro-active Labor Policies 
• Lower quality of post-secondary 
education 
9
Wage Premium: Supply (blue) vs 
Demand (demand) 
Supply Demand	 
2000s 2000s (σ=2) 2000s (σ=3) 
Argentina 2.4 -2.3 -4.7 
Bolivia 5.1 -4.1 -8.7 
Brazil 4.4 -1.9 -5.1 
Chile 1.1 -2.7 -4.7 
Colombia 6.0 2.1 0.1 
Costa Rica 3.4 3.0 2.8 
Ecuador 3.4 -3.0 -6.3 
El Salvador -0.3 -0.4 -0.5 
Honduras 2.3 -1.4 -3.3 
Mexico 2.2 -3.5 -6.3 
Nicaragua 6.6 -7.2 -14.1 
Panama 2.4 -2.2 -4.4 
Paraguay 6.1 -5.2 -10.8 
Peru 3.8 -1.8 -4.6 
Uruguay 1.1 -0.6 -1.4 
Venezuela 4.2 -5.4 -10.3 
Mean 3.4 -2.3 -5.1 
Source:	Gasparini	et	al.,	2011
Argentina, Brazil and Mexico 
• Argentina: 
– High growth due to post-2002 recovery 
– Devaluation in early 2000s => increase in relative demand of low-skilled 
workers 
– Very pro-active labor market policies 
• Brazil: 
– Low growth during most of the period 
– Increase in relative supply of skilled workers 
– Increase in relative demand of low-skilled workers 
– Pro-active labor market policies 
• Mexico: 
– low growth 
– Increase in relative supply of skilled workers 
– No pro-active labor market policies 
11
How redistributive are Latin 
American governments? 
• Decomposition of changes in inequality by income 
source show that transfers is, on average, the second 
most important proximate determinant of decline in 
overall inequality 
• Benefit and tax incidence analysis for 12 countries 
• www.commitmentoequity.org 
12
Commitment to Equity (CEQ), joint project of Tulane 
University and Inter-American Dialogue. 
www.commitmentoequity.org 
13
Size of States 
(Primary and Social Spending as % of 
GDP) 
14
Fiscal Policy and Inequality 
Gini Coefficient by Income Concept 
15 
0.59 
0.57 
0.55 
0.53 
0.51 
0.49 
0.47 
0.45 
0.43 
0.41 
0.39 
Market 
Income 
Net Market 
Income 
Disposable 
Income 
Post-Fiscal 
Income 
Final Income 
Bolivia 
Brazil 
Chile 
Colombia 
Costa Rica 
Guatemala 
Mexico 
Paraguay 
Peru 
Uruguay
Fiscal Policy and Inequality 
(Gini before and after direct taxes and cash transfers 
2009 or 2010) 
16 
0.57 
0.55 
0.53 
0.51 
0.49 
0.47 
0.45 
Market Income After Direct Taxes After Direct Taxes&Transf 
Bolivia 
Brazil 
Chile 
Colombia 
Costa Rica 
Guatemala 
Mexico 
Paraguay 
Peru 
Uruguay
Inequality Reduction by Direct Taxes and 
Transfers: Brazil, Europe and US 
0 
-0.02 
-0.04 
-0.06 
-0.08 
-0.1 
-0.12 
-0.14 
-0.16 
-0.18 
Brazil 
Greece 
United States 
Italy 
Portugal 
Spain 
Netherlands 
France 
Austria 
Germany 
Sweden 
Luxembourg 
Belgium 
UK 
Finland 
Denmark 
Ireland 
Change between Market and Disposable Income Ginis 
Source: Higgins et al. (2013) for Brazil and US; 
Immervoll et al. (2009) for Europe 17
Cash Transfers and Poverty 
• Cash transfers reduce extreme 
poverty by more than 60 percent in 
Uruguay and Argentina… 
….but only by 7 percent in Peru, which 
spends too little on cash transfers to 
achieve much poverty reduction 
18
Headcount: Before and After 
Cash Transfers 
19 
25.00%	 
20.00%	 
15.00%	 
10.00%	 
5.00%	 
0.00%	 
Net	Market	Income	 Disposable	Income	 
Argen na	 
Bolivia	 
Brazil	 
Mexico	 
Peru	 
Uruguay
Poverty after Consumption Taxes 
(Headcount with US$2.50ppp/day) 
20 
32.0% 
30.0% 
28.0% 
26.0% 
24.0% 
22.0% 
20.0% 
Market Income Net Market 
Income 
Disposable 
Income 
Post-Fiscal 
Income 
Brazil (2009) 
Mexico (2010) 
Peru (2009)
21 
Argen na-Reduc on	in	Poverty:	Market	(blue)	vs.	 
110%	 
Redistribu on	(red)		 
12%	 
-10%	 
88%	 
	 
2003-06	 2006-09	 
Redistribu on	 
Market
Mexico: Social SpendingInequality 
Reduction 1996 and 2010 
22 
0.52 
0.52 
0.49 
0.50 
0.49 
0.45 
0.54 
0.52 
0.5 
0.48 
0.46 
0.44 
0.42 
Net Market Income Disposable Income Final Income 
Gini 
1996 
2010
Mexico still less redistributive 
than peers 
23 
0.600	 
0.550	 
0.500	 
0.450	 
0.400	 
0.350	 
Net	Market	 
Income	 
Disposable	 
Income	 
Post-Fiscal	 
Income	 
Final	 
Income	 
Brazil	(2009)	 
Mexico	(2010)	 
Uruguay	(2009)
Thank you! 
24

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2013.11.15_OECD-ECLAC Regional Consultation_nora lusting

  • 1.
  • 2. Inequality in Latin America is high… …but declining since around 2000 Decline is pervasive and significant • Larger than the rise in inequality in 1990s • Important contribution to the decline in poverty • In countries with high growth & low growth • In countries with left and nonleft governments • In commodity exporters and importers 2
  • 3. LATAM IS THE MOST UNEQUAL REGION IN THE WORLD Gini Coefficient by Region (in %), 2004 (Ferreira and Ravallion, 2008) 32.2 33.6 38.9 38.9 39.1 44.7 53.2 60.0 55.0 50.0 45.0 40.0 35.0 30.0 25.0 20.0 High Income Europe and Central Asia South Asia North Africa and the Middle East East Asia and the Pacific Sub-Saharan Africa Latin America and the Caribbean Gini coefficient 3
  • 4. Latin America: Declining income inequality by country: 2000-2011 (Annual Change of Gini in %) -2.05-1.99 -2.64 -0.91 -1.30-1.24-1.17-1.07-1.03 -0.47-0.39 -0.79-0.74-0.72 -0.20-0.10 0.61 -0.95 2.12 0.82 0.77 0.40 3.00 2.00 1.00 0.00 -1.00 -2.00 -3.00 Nicaragua Bolivia Ecuador Argentina El Salvador Mexico Venezuela Brazil Peru Dom. Rep. Panama Chile Costa Rica Paraguay Uruguay Guatemala Honduras LAC-17 China South Africa India USA 4
  • 5. Decomposing the change in poverty in the 2000s: growth vs. redistribution (Datt-Ravallion Decomp Method) -6.2 Growth Redistribution Change in poverty ($2.5 a day) during the 2000s* -12.4 -12.3 -4.8 -6.6 -12.1 -7.8 -6.1 -12.6 -10.7 -6.2 140% 90% 40% -10% -60% Argentina Bolivia Brazil Chile Costa Rica Ecuador Honduras Mexico Panama Peru Paraguay 5
  • 6. • Determinants: –Declining inequality of hourly labor income –Larger and more progressive transfers –Lower dependency ratios 6
  • 7. Decomposing Decline in Inequality Labor (red); Transfers (Green); Demog (Blue) (Azevedo et al. 2012) 100% 80% 60% 40% 20% 0% Argen na -20% -40% -60% -80% Brazil Chile Colombia Costa Rica Dominican Rep. El Salvador Ecuador Honduras Mexico Panama Paraguay Peru Uruguay LAC-14 7
  • 8. Changes in returns to education: 2000-2010 (vis a vis incomplete primary or no education) -1.49 -1.31 -1.23 -1.22 -1.16 -1.07 -0.91 -0.90 -0.72 -0.71 -0.66 -0.64 -0.51 -0.42 6.0 4.0 2.0 0.0 -2.0 -4.0 -6.0 -8.0 -10.0 -12.0 Ecuador Argentina El Salvador Venezuela Mexico Brazil Dominican Rep. Panama Paraguay Peru Chile Bolivia Nicaragua Costa Rica Change in Gini Change in returns on primary schooling Change in returns on secondary schooling Change in returns on tertiary schooling
  • 9. Determinants of declining inequality in hourly labor earnings Decline in returns to post-secondary education (skill premium) • Supply • Demand • Pro-active Labor Policies • Lower quality of post-secondary education 9
  • 10. Wage Premium: Supply (blue) vs Demand (demand) Supply Demand 2000s 2000s (σ=2) 2000s (σ=3) Argentina 2.4 -2.3 -4.7 Bolivia 5.1 -4.1 -8.7 Brazil 4.4 -1.9 -5.1 Chile 1.1 -2.7 -4.7 Colombia 6.0 2.1 0.1 Costa Rica 3.4 3.0 2.8 Ecuador 3.4 -3.0 -6.3 El Salvador -0.3 -0.4 -0.5 Honduras 2.3 -1.4 -3.3 Mexico 2.2 -3.5 -6.3 Nicaragua 6.6 -7.2 -14.1 Panama 2.4 -2.2 -4.4 Paraguay 6.1 -5.2 -10.8 Peru 3.8 -1.8 -4.6 Uruguay 1.1 -0.6 -1.4 Venezuela 4.2 -5.4 -10.3 Mean 3.4 -2.3 -5.1 Source: Gasparini et al., 2011
  • 11. Argentina, Brazil and Mexico • Argentina: – High growth due to post-2002 recovery – Devaluation in early 2000s => increase in relative demand of low-skilled workers – Very pro-active labor market policies • Brazil: – Low growth during most of the period – Increase in relative supply of skilled workers – Increase in relative demand of low-skilled workers – Pro-active labor market policies • Mexico: – low growth – Increase in relative supply of skilled workers – No pro-active labor market policies 11
  • 12. How redistributive are Latin American governments? • Decomposition of changes in inequality by income source show that transfers is, on average, the second most important proximate determinant of decline in overall inequality • Benefit and tax incidence analysis for 12 countries • www.commitmentoequity.org 12
  • 13. Commitment to Equity (CEQ), joint project of Tulane University and Inter-American Dialogue. www.commitmentoequity.org 13
  • 14. Size of States (Primary and Social Spending as % of GDP) 14
  • 15. Fiscal Policy and Inequality Gini Coefficient by Income Concept 15 0.59 0.57 0.55 0.53 0.51 0.49 0.47 0.45 0.43 0.41 0.39 Market Income Net Market Income Disposable Income Post-Fiscal Income Final Income Bolivia Brazil Chile Colombia Costa Rica Guatemala Mexico Paraguay Peru Uruguay
  • 16. Fiscal Policy and Inequality (Gini before and after direct taxes and cash transfers 2009 or 2010) 16 0.57 0.55 0.53 0.51 0.49 0.47 0.45 Market Income After Direct Taxes After Direct Taxes&Transf Bolivia Brazil Chile Colombia Costa Rica Guatemala Mexico Paraguay Peru Uruguay
  • 17. Inequality Reduction by Direct Taxes and Transfers: Brazil, Europe and US 0 -0.02 -0.04 -0.06 -0.08 -0.1 -0.12 -0.14 -0.16 -0.18 Brazil Greece United States Italy Portugal Spain Netherlands France Austria Germany Sweden Luxembourg Belgium UK Finland Denmark Ireland Change between Market and Disposable Income Ginis Source: Higgins et al. (2013) for Brazil and US; Immervoll et al. (2009) for Europe 17
  • 18. Cash Transfers and Poverty • Cash transfers reduce extreme poverty by more than 60 percent in Uruguay and Argentina… ….but only by 7 percent in Peru, which spends too little on cash transfers to achieve much poverty reduction 18
  • 19. Headcount: Before and After Cash Transfers 19 25.00% 20.00% 15.00% 10.00% 5.00% 0.00% Net Market Income Disposable Income Argen na Bolivia Brazil Mexico Peru Uruguay
  • 20. Poverty after Consumption Taxes (Headcount with US$2.50ppp/day) 20 32.0% 30.0% 28.0% 26.0% 24.0% 22.0% 20.0% Market Income Net Market Income Disposable Income Post-Fiscal Income Brazil (2009) Mexico (2010) Peru (2009)
  • 21. 21 Argen na-Reduc on in Poverty: Market (blue) vs. 110% Redistribu on (red) 12% -10% 88% 2003-06 2006-09 Redistribu on Market
  • 22. Mexico: Social SpendingInequality Reduction 1996 and 2010 22 0.52 0.52 0.49 0.50 0.49 0.45 0.54 0.52 0.5 0.48 0.46 0.44 0.42 Net Market Income Disposable Income Final Income Gini 1996 2010
  • 23. Mexico still less redistributive than peers 23 0.600 0.550 0.500 0.450 0.400 0.350 Net Market Income Disposable Income Post-Fiscal Income Final Income Brazil (2009) Mexico (2010) Uruguay (2009)

Editor's Notes

  1. Size matters but is not destiny. Uruguay showed was number 2 in terms of redistribution and number 1 in terms of poverty reduction but its budget size is close to Mexico´s. In Peru, fiscal space, however, may be a restriction.
  2. Most important program in Argentina is the pension moratorium, a ‘one-time’ program only that will be phased-out as those born before the eligibility date die out