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Declining Inequality in L.A. 
Comments 
Juan Mauricio Ramírez - Fedesarrollo 
ECLAC - OECD 
Santiago de Chile, November 14, 2013
Main results of Nora Lustig´s 
presentation: 
• Declining inequality in L.A. everywhere, 
despite differences of growth rates, political 
orientation, export characteristics, etc. 
• Due to (in decreasing order): 
– Declining inequality of hourly labor income 
– Larger and more progressive transfers 
– Lower dependency ratios
Declining inequality of labor income 
• Larger supply of post-secondary education 
• Lower demand of post-secondary education 
(larger demand for non-skilled labor) 
• Lower quality of post-secondary education 
 Decline in skill premium
Declining inequality in labor incomes: 
some questions 
• What is the story behind these results from 
the point of view of the dynamic of the 
productive sector? 
– “Re- primarization” 
– Deindustrialization 
– Expansion or (urban) non-skilled, low-productivity 
services?
Declining inequality in labor incomes: 
some questions 
• What is the story behind these results from 
the point of view of the rural – urban 
dynamics? 
– In Colombia: 
• Gini (National): 0.538 
• Gini (Rural): 0.465 – the largest decrease btw 2002 and 
2012 
• Gini (13 M.A.): 0.499 – the second largest decrease
Gini Coefficient
Declining inequality in labor incomes: 
some questions 
• What is the story behind these results from the 
point of view of formal – informal sector 
dynamics? 
– In Colombia: 
• Gini of labor incomes in formal sector: 0.48 
 The main source of labor income inequality is 
between formal and informal sector 
 Formality is the most important characteristic to 
differentiate between poor and non-poor households
Minimum wage and Formalization 
2010 
BTA 
SAN 
ANT 
VAL 
CUN 
BOL HUI 
BOY 
CES 
ATL 
RIS 
CAL 
TOL 
QUI 
GUA 
NSAN 
MAG 
CAU 
COR 
CHO 
NAR 
CSUAQC 
R² = 0.614 
70 
60 
50 
40 
30 
20 
10 
0 
- 20 40 60 80 100 120 140 
Formalization rate, % 
Minimum wage/ GDP per cápita , % 
Source: Own Calculations based on DANE.
Declining inequality in labor incomes: 
some questions 
• What does this result of declining inequality of 
labor income tell us about the agenda of 
structural transformation in L. A.?
Labor productivity 
200 
180 
160 
140 
120 
100 
80 
60 
1990 
1991 
1992 
1993 
1994 
1995 
1996 
1997 
1998 
1999 
2000 
2001 
2002 
2003 
2004 
2005 
2006 
2007 
2008 
2009 
2010 
2011 
Índice 1990=100 
Promedio OCDE Colombia OCDE Mitad más baja América Latina 
Fuente: OECD, OECD Colombia Economic Survey 2013.
The necessity of a structural transformation in L.A.
Colombia: balanza comercial industrial cada vez más 
deficitaria 
40,000 
30,000 
20,000 
10,000 
- 
(10,000) 
(20,000) 
(30,000) 
*incluye ganadería, caza y silvicultura. 
Nota: La balanza comercial es calculada de acuerdo a la clasificación CIIU Rev. 3 y usando un factor de conversión 
anual para las importaciones en dólares CIF. 
Fuente: DANE, Cálculos propios. 
Sector minero-energético 
Total 
Sector 
agropecuario* 
Sector industrial 
(40,000) 
2000 
2001 
2002 
2003 
2004 
2005 
2006 
2007 
2008 
2009 
2010 
2011 
2012 
Millones de dólares FOB
A Window of Opportunity for Social 
Mobility? 
16.2 
11,6 
25.3 
43.8 
32,1 
59.9 
2002 2012 2020 2025 
High 
Middle Income Classes in Colombia as a % of total population 
24,7 
Millons of 
16.2 
11,6 
25.3 
37.3 
Fuente: Fedesarrollo calculations bsed on BBVA. people 
Middle class: people that belong to families with a monthly income between COP$ 2 and 8 millon. 
46.3 
2002 2012 2020 2025 
Low
2013.11.15_OECD-ECLAC Regional Consultation_juan mauricio ramírez

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2013.11.15_OECD-ECLAC Regional Consultation_juan mauricio ramírez

  • 1. Declining Inequality in L.A. Comments Juan Mauricio Ramírez - Fedesarrollo ECLAC - OECD Santiago de Chile, November 14, 2013
  • 2. Main results of Nora Lustig´s presentation: • Declining inequality in L.A. everywhere, despite differences of growth rates, political orientation, export characteristics, etc. • Due to (in decreasing order): – Declining inequality of hourly labor income – Larger and more progressive transfers – Lower dependency ratios
  • 3. Declining inequality of labor income • Larger supply of post-secondary education • Lower demand of post-secondary education (larger demand for non-skilled labor) • Lower quality of post-secondary education  Decline in skill premium
  • 4. Declining inequality in labor incomes: some questions • What is the story behind these results from the point of view of the dynamic of the productive sector? – “Re- primarization” – Deindustrialization – Expansion or (urban) non-skilled, low-productivity services?
  • 5. Declining inequality in labor incomes: some questions • What is the story behind these results from the point of view of the rural – urban dynamics? – In Colombia: • Gini (National): 0.538 • Gini (Rural): 0.465 – the largest decrease btw 2002 and 2012 • Gini (13 M.A.): 0.499 – the second largest decrease
  • 7. Declining inequality in labor incomes: some questions • What is the story behind these results from the point of view of formal – informal sector dynamics? – In Colombia: • Gini of labor incomes in formal sector: 0.48  The main source of labor income inequality is between formal and informal sector  Formality is the most important characteristic to differentiate between poor and non-poor households
  • 8. Minimum wage and Formalization 2010 BTA SAN ANT VAL CUN BOL HUI BOY CES ATL RIS CAL TOL QUI GUA NSAN MAG CAU COR CHO NAR CSUAQC R² = 0.614 70 60 50 40 30 20 10 0 - 20 40 60 80 100 120 140 Formalization rate, % Minimum wage/ GDP per cápita , % Source: Own Calculations based on DANE.
  • 9. Declining inequality in labor incomes: some questions • What does this result of declining inequality of labor income tell us about the agenda of structural transformation in L. A.?
  • 10. Labor productivity 200 180 160 140 120 100 80 60 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 Índice 1990=100 Promedio OCDE Colombia OCDE Mitad más baja América Latina Fuente: OECD, OECD Colombia Economic Survey 2013.
  • 11. The necessity of a structural transformation in L.A.
  • 12. Colombia: balanza comercial industrial cada vez más deficitaria 40,000 30,000 20,000 10,000 - (10,000) (20,000) (30,000) *incluye ganadería, caza y silvicultura. Nota: La balanza comercial es calculada de acuerdo a la clasificación CIIU Rev. 3 y usando un factor de conversión anual para las importaciones en dólares CIF. Fuente: DANE, Cálculos propios. Sector minero-energético Total Sector agropecuario* Sector industrial (40,000) 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 Millones de dólares FOB
  • 13. A Window of Opportunity for Social Mobility? 16.2 11,6 25.3 43.8 32,1 59.9 2002 2012 2020 2025 High Middle Income Classes in Colombia as a % of total population 24,7 Millons of 16.2 11,6 25.3 37.3 Fuente: Fedesarrollo calculations bsed on BBVA. people Middle class: people that belong to families with a monthly income between COP$ 2 and 8 millon. 46.3 2002 2012 2020 2025 Low

Editor's Notes

  1. - El diseño de Jóvenes en Acción