Innovations for Poverty Alleviation and Social Mobility
Marcelo Neri
Strategic Affairs (SAE/PR) and EPGE/FGV
CEDLA – University of Amsterdam
Brazil as Innovator
November, 2014
Poverty Alleviation and Social Mobility
• Broadview on Brazilian Progress: The Middle Path
• Track Record from Household Surveys (also Recent Changes) and Its Causes
- Prosperity & Equity
- Sustainability (productivity, education & risk)
- Sensibility (perceptions & protests)
• Public Policies Challenges and Lessons Learned:
- Broader Prospective Agenda
- Bolsa Família 3.0
% Population with Income Below U$ 1.25 per day PPP
Source: IPEA / SAE from PNUD
Brazil: Middle of the World
Brazilian Per Capita GDP (PPP) was 93.7% of the World GDP in 2012
Brazilian Per capita GDP PPP has grown 3.5% against 3.6% of the world between 2002 e 2012
Source: SAE from the Demographic Census/IBGE
% Population with Income Below U$ 1.25 per day PPP
A World within Brazil
Component that Explains
Proportion of Extremelly Poor
% of Total Fall (56%)
Income growth 46,7%
Inequality Fall 53,3%
Total 100%
Source: IPEA/SAE from PNAD/IBGE microdata
What explains + Social Inclusion?
Growth or + Equity?
The Middle Path
1st MDG: Extreme Poverty Line (U$S 1,25 a day PPP) fell 56% in 12 years
Brazil Main Target
2001-2013 Statistical stability last year But 50% faster than MDG in last 2 years
Vintiles of Household Income - per capita
Cu
mu
lati
ve G
row
th (
%)
Cumulative Growth Rate of Per Capita Income by Vintiles 2001-2013(%)
Changes in Income Distribution 2001 -2013
richest poorest
Soucre: IPEA/SAE from PNAD/IBGE microdata
5% 5%
Income of the 5% poorest has grown 415% faster than the 5% richest
113% 115% 112% 106% 104%
97% 94% 92%
87% 84% 82%
73% 69%
63% 58%
52% 47%
39% 33%
27%
0%
20%
40%
60%
80%
100%
120%
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Determinants of the Gains in Real Per Capita Prosperity from 2001 and 2013 in annual percentage points
Shared Prosperity (2001-13) (Mean and 40% Poorest)
Other Includes Bolsa
Família
0,76 e 1,16 3,26 e 5,80
Labor
Total Effect Social Security
& BPC
0,07 e 0,82
Wages and Profits
Quantity = Participation Rate + Unemployment + Hours
Educational Bonus
0,20 e -0,39
1,73 e 3,21 0,54 e 1,05
Value of Education
2,47 e 3,86
Source: SAE from PNAD/IBGE microdata
Horizontal Inequality - Growth Rate Excluded Groups Income
Annual Growth Rate of Per Capita Household Income - 2001 to 2013
7%
6%
4%
3%
0%
5%
2%
1%
Total Northeast Rural 10 or + Residents
Blacks Head- Informal Worker
0 to 6 years of Age
Head- Domestic Servant
Head- 0 Years of
Schooling
3.3%
6.9%
5.7%
5.0%
3.8%
4.7% 4.5%
4.8%
3.7%
Inequality Within Municipalities Gini Index of Per Capita Income by Municipality - 2000
Source: Demographic Census/IBGE microdata
2000
2010
Source: Demographic Census/IBGE microdata
Inequality Within Municipalities Gini Index of Per Capita Income by Municipality - 2010
Inequality fell in 80% of the 5500 Brazilian Municipalities
In the 2000s Inequality fell in 83,3% of LACs and in 39,2% of other 91 world countries
0.535
Inequality of Per Capita Income (Gini)
Source: CPS;FGV from PNAD, PME and Census / IBGE microdata and Langoni (1973)
0.581
0.589
0.607
0.592
0.560
0.543
0.523
1960 1970 1979 1990 2001 2007 2009 2013
Year
Ineq
ual
ity
(Gin
i)
0,5
0,48
0,52
0,54
0,56
0,58
6
62
Long Run Perspective Latin America Latina last 3 Decades
Falling inequality in Brazil but still the 18th
highest in 155 countries
Is Inequality Still Falling ?
Cornia (2014) on CEDLAS & CEPAL data for 11 countries with complete data for 2008-12, i.e.: Argentina, Bolivia, Brazil, Colombia, CostaRica, Ecuador, El Salvador, Mexico, Panama, Peru and Uruguay. The dotted line includes Uruguay (which recorded a higher-than-average Gini drop over 2008-12. The solid lines excludes it.
2011 0,5272
2012 0,5243#
2013 0,5229#
Brazilian Gini is now stable?
And in Latin America?
Source: PNAD/IBGE microdata # Not a statistically significant change with respect to 2011
GINI of Per Capita Labor Income*
0.62
0.60
0.58
2003 2004 2014 (Jun.)
2002 (Mar.)
0.64
0.54 2005 2006 2007 2008 2009 2010 2011 2012
0.56
2013
Income Inequality
Inequality Index, March 2002 to July 2014 (October 2014)
Has labor income inequality stopped falling?
Source: IPEA/SAE from PME/IBGE (2002-2014) microdata *the table only covers SP, RJ, BH and Recife
*Per Capita Household Labor Income - 15 to 65 Years
Between 2011 and 2013 had a slower pace but reaccelerates after
October 14 - 0,5442
GDP X Mean Income PNAD
180
160
140
120
2004 2005 2007 2012 2003
200
100 2006 2008 2009 2010 2011 2013
Real Per Capita 2003 = 100
Source: SAE from PNAD/IBGE microdata and National Accounting/IBGE
Prosperity Equality
Real differences are explained by the use of different deflators, in nominal terms mean growth rates are similar. Same Story in 2013.
X Median Income PNAD X 10% Ritchest
127.8
151.7
178.4
129.6
157.0
186.8
How much did it grow?
Renda Média PNAD
Renda Mediana PNAD
PIB per Capita
Welfare
10%+ 136.0 140.0
The New Decade – HH Per Capita Income Growth by Quintiles
20% - 20%
a 40 %
40% a 60%
60% a
80% 20% + TOTAL
2012-2013
1,37 4,41 4,44 3,94 3,11 3,48
2011-2012
11,6 9,11 8,35 7,16 7,26 7,66
2011-2013
6,37 6,73 6,38 5,54 5,17 5,55
2001-2013
6,41 5,77 5,06 3,96 2,36 3,3
Ranking Latin America
Annual Growth 2003-12
Per Capita HH Income
1 Argentina 5,50%
2 Colombia 4,68%
3 Brasil 4,60%
4 Perú 4,56%
5 Uruguay 4,42%
6 Bolivia* 3,96%
7 Ecuador 3,79%
8 Panamá 2,77%
9 Paraguay 2,74%
10 Costa Rica 2,72%
11 Chile* 2,48%
12 México 1,08%
13 El Salvador 1,03%
14 Hondura 0,94%
15Rep. Dominicana -0,87%
16 Nicaragua* -1,52%
17 Guatemala* -1,84%
Source: CEDLAS microdata
* Little Different Periods
Source: PNAD/IBGE microdata
Growth
Cunnulative Growth Rate by Percentiles – Quantile Regression
2010 • 2013 • 2014
Source: IPEA/SAE from PME/IBGE (2002-2014) microdata *the table only covers SP, RJ, BH and Recife
*Per Capita Household Labor Income - 15 to 65 Years
10%
25% 95% 5%
20%
0% 35% 45% 55% 65% 75% 85%
5%
15%
15%
13.7%
17.8%
12.0%
14.7%
8.0%
9.0%
12 months PME
Real Per Capita Income Growth
Mean
Median
Source: SAE from PME/IBGE microdata (2002-2014)
*Per Capita Household Labor Income – 15 to 65 Years No Income Imputation
Au
g- 1
4
Jan
- 1
4
Sep
- 1
3
May
- 1
3
May
- 1
4
Au
g- 1
4
Jan
- 1
4
Sep
- 1
3
May
- 1
3
May
- 1
4
Jan
- 1
3
Jan
- 1
3
-0.5
4%
4.7
%
3.4
3%
0.8
8%
3.1
3%
4.3
1%
3.0
3%
1.2
8%
2
.42
% 3
.41
%
1.8
3%
1.9
2%
3.6
3%
6.1
%
4.6
5%
4.3
5%
2
.28
%
6.8
0%
5.7
%
3.6
1%
6
.95
%
7.2
7%
6.8
0%
6.4
3%
5.0
5%
3
.88
%
4,2
6%
3,6
4%
Oct
ob
er1
4
Oct
ob
er1
4
Will November 2014 be “Dilma’s Real”?
Risk of Falling X Opportunity to Rise Across the Median
2004/ 2005
2012/ 2013
2002/ 2003
2003/ 2004
2005/ 2006
2006/ 2007
2007/ 2008
2008/ 2009
2009/ 2010
2010/ 2011
2011/ 2012
Source: IPEA/SAE from PME/IBGE longitudinal microdata
Idiossincratic Risk of Per Capita Labor Income
The risk of crossing the median in an upward direction has never been so high: 27% of the people who were below the median crossed it in 2012/2013 – inversion of the risks of falling/rising 10 years later
30
25
15
10
5
20
16
.01
26
.24
18
.81
17
.03
16
.42
16
.80
17
.79
14
.41
17
.58
12
.73
13
.69
20
.12
19
.45
13
.71
13
.31
13
.19
13
.79
13
.57
23
.10
24
.86
26
.34
27
.13
New Middle Class: Evolution of Economic Classes Pyramid 2003 - 2013
Classes A to E
2003 2009 2013
Classe C
Classes DE
Classes AB
Fonte: CPS/FGV e SAE/PR a partir dos microdados da PNAD/IBGE
54.249.506
118.992.329
29.526.727
98.8 Mil 75 Mil 62 Mil
67.8 Mil
97.8 Mil 112.5 Mil
13.8 Mil 20.7 Mil 26.3 Mil
C Class INCREASED
44.7
Mi
AB Classes INCREASED
12.5
Mi
More 4,3 mi in ABC classes in 2013 and plus 10 mi in 2012 and 2014
Evolution of ABC Classes
% Classe ABC 1993
13.01 - 28.32
28.32 - 43.63
43.63 - 58.93
58.93 - 74.24
74.24 - 89.55
1993
% Classe ABC 2003
13.01 - 28.32
28.32 - 43.63
43.63 - 58.93
58.93 - 74.24
74.24 - 89.55
2003
% Classe ABC 2009
13.01 - 28.32
28.32 - 43.63
43.63 - 58.93
58.93 - 74.24
74.24 - 89.55
2009
% Classe ABC 1995
13.01 - 28.32
28.32 - 43.63
43.63 - 58.93
58.93 - 74.24
74.24 - 89.55
1995
% Classe ABC 2014
13.01 - 28.32
28.32 - 43.63
43.63 - 58.93
58.93 - 74.24
74.24 - 89.55
2014 (forecast)
Source: Ipea from PNAD/IBGE microdata
Log (share of middle class)= 16.9 - 3.2 Log(alienation) R2=0.97 (28.5) (-23.3)
AB = Traditional Middle Class; C = New Middle Class
2013 has the Lowest Alienation and Polarization levels in PNAD series
1st Acquisition of Goods and Services
*only takes into account the ones who adquired the good or service in the last 3 years
33.61% 35.29% 37.21% 38.88%
46.19% 47.67% 49.49%
64.57% 65.48%
74.80%
0%
10%
20%
30%
40%
50%
60%
70%
80%
1st time acquiring goods or services: Among those who purchased it in the last 3 years
Source: SAE designed questions in SECOM – Quarterly Public Perception Poll – July/2014
Equality Looking at the distribution among
individuals and social groups of
income flows, stocks of assets and
rights.
Sustainability (Assets)
Ability to maintain the standards of living
achieved. Stocks of human,
environmental, physical , cultural
and social assets.
Prosperity (Growth)
Growth in mean income and
consumption (not only GDP/National
Accounts but also look to
Household Surveys data and PIT).
Sensibility (Perceptions)
The last dimension is subjective, based on
people’s perception about the country,
the public services and life quality.
Inclusive Development?: Interactions
Growth Gaps Between 2003 and 2013
In Real Terms Cummulative
Growth
Annual
Growth
HH Income per capita (PNAD) 58.4% 4.7%
GDP per capita 32.1% 2.8%
Gap 1 26.3% 1.9%
Labor Cost (PNAD) 46.0% 3.9%
Labor Productivity (GDP per Worker) 21.1% 1.9%
Gap 2 24.9% 2.0%
Nota: Renda deflacionada com IPCA; PIB com deflator implícito do PIB.
Fonte: Pesquisa Nacional por Amostra de Domicílios (PNAD/IBGE); Sistema de Contas Nacionais (SCN/IBGE).
Sustainability
85
90
95
100
105
110
115
120
125
130
135
1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
1995 - 2013
Labor Cost (Income) and Labor Productivity (GDP per Worker)
19
95
=10
0
Produtividade do Trabalho
Labor Cost (Income)
Sources: Pesquisa Nacional por Amostra de Domicílios (PNAD e IPCA/IBGE); Sistema de Contas Nacionais (SCN/IBGE).
Labor Productivity
25
70
140
280
560
1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
19
95
=10
0, E
scal
a Lo
g
Nominal Labor Cost (Income)
Nominal Labor Productivity
Source: PIB nominal/ocupados (PIB nominal, SCN; ocupados, PNAD); Remuneração do trabalho/ocupado. (PNAD/IBGE).
Gap Between Labor Cost (Income) and Labor Productivity
(GDP per Worker) in Nominal Terms 1995-2013
Human Development Index by Municipality 2000 - IPEA/FJP/PNUD
Source: Ipea/PNUD/FJP from Demographic Census/IBGE 2010 microdata.
HDI 2000
0,800 a 1
0,700 a 0,799
0,600 a 0,699
0,500 a 0,599
0,000 a 0,499
In 2000, 41% of the municipalities presented very low HDI
Human Development Index by Municipality 2010 - IPEA/FJP/PNUD
Source: Ipea/PNUD/FJP from Demographic Census/IBGE 2010 microdata.
HDI 2010
0,800 a 1
0,700 a 0,799
0,600 a 0,699
0,500 a 0,599
0,000 a 0,499
In 2010, 0.6% of the municipalities presented very low HDI
HDI 2000
Fonte: SAE/IPEA, PNUD, FJP a partir dos microdados do Censo Demográfico/IBGE
The Great Rio de Janeiro
HDI 2010
Fonte: SAE/IPEA, PNUD, FJP a partir dos microdados do Censo Demográfico/IBGE
The Great Rio de Janeiro
Grade in Maths in PISA/OECD (2003) Mathematics Profficiency
356
0
100
200
300
400
500
600
Ho
ng
Ko
ng
Fi
nlâ
nd
ia
Co
réia
H
ola
nd
a Li
ech
ten
stei
n
Jap
ão
Can
adá
Bél
gica
Su
íça
Mac
ao
Au
strá
lia
No
va Z
elân
dia
R
epú
blic
a Tc
hec
a Is
lân
dia
D
inam
arca
Fr
ança
Su
écia
Á
ust
ria
Irla
nd
a A
lem
anh
a R
epú
blic
a Es
lova
ca
No
rue
ga
Luxe
mb
urg
o
Hu
ngr
ia
Po
lôn
ia
Esp
anh
a Es
tad
os
Un
ido
s Lá
tvia
R
úss
ia
Itál
ia
Po
rtu
gal
Gré
cia
Sérv
ia
Turq
uia
U
rugu
ai
Tailâ
nd
ia
Méx
ico
In
do
né
sia
Tun
ísia
B
RA
SIL
Source: Pisa/OECD.
Improvement in Maths in PISA/OECD (2003-2012) Mathematics Profficiency
35
- 40
- 30
- 20
- 10
0
10
20
30
40
BR
ASI
L Tu
nís
ia
Méx
ico
P
olô
nia
Tu
rqu
ia
Po
rtu
gal
Itál
ia
Ind
on
ési
a R
úss
ia
Sérv
ia
Co
réia
H
on
g K
on
g
Mac
ao
Ale
man
ha
Tailâ
nd
ia
Gré
cia
Látv
ia
Suíç
a Ja
pão
A
ust
rália
Es
pan
ha
Liec
hte
nst
ein
Ir
lan
da
Esta
do
s U
nid
os
Luxe
mb
urg
o
No
rue
ga
Uru
guai
H
un
gria
C
anad
á D
inam
arca
B
élgi
ca
Ho
lan
da
Fran
ça
Rep
úb
lica
Eslo
vaca
R
epú
blic
a Tc
hec
a A
ust
rália
Is
lân
dia
N
ova
Zel
ând
ia
Fin
lân
dia
Su
écia
Source: Pisa/OECD.
60
50
20
10
93 94 95 98 99 00 01 2012 1992
70
0 96 97 02 03 04 05 06 07 08 09 10 11
40
30
Covarage of Basic Goods and Services
Conditions in Houses improved than public services out
Gro
wth
(%
) Pop. with basic set of durable goods X Pop. with basic set of public services
11.06
28.23
44.43
46.60
40.58
51.14
58.26
59.23
+
Notes:
* = telephone (landline or mobile), color TV, stove with two burners or +, refrigerator, radio and washing machine ** = electricity, garbage collection, sewage (rede ou fossa ligada à rede), water (rede). Source: Ipea/SAE from Pnad/IBGE microdata. Excluding rural areas of the North region (except Tocantins).
Sustainability
Source: IPEA 2013 microdata
Variables / Participation Participated
Didn’t
participate but
wanted to
Dind’t
participate,
didn’t want to,
but approves
Disapproves
Average Age 31 37 46 50
Men 49% 37% 34% 32%
Until 4th grade completed 4% 18% 31% 45%
Incomplete or Complete
Tertiary Education 26% 16% 8% 5%
Receives Bolsa Família 19% 19% 24% 27%
Household Head Income R$ R$ 1,464 R$ 1,382 R$ 1,104 R$ 871
Total Household Income R$ R$ 2,836 R$ 2,544 R$ 1,802 R$ 1,722
Demonstrations June 2013 Profile of Protesters
Sensibility
Variables Coefficient p-value Odds Ratio
1 Internet as Main Source Information 0.9893 <.0001 2.69
2 Northeast -0.736 <.0001 0.48
3 Head or Spouse -0.4172 0.0015 0.66
4 Work 0.2441 0.009 1.28
5 Incomes of the poorest improved + 0.3431 0.0001 1.41
6 Delay in Public Services Bill 0.2371 0.009 1.27
7 15-29 years 0.7224 <.0001 2.06
8 30-59 years 0.3755 0.0019 1.46
9 Is against Bolsa Familia 0.2638 0.0124 1.30
10 Has Private Health Insurance 0.192 0.0404 1.21
11 Confederations Cup City Host 0.443 0.0027 1.56
12 Central-West -0.4422 0.0555 0.64
13 Uses bus + than 3 times a week 0.2249 0.0464 1.25
Participation on the 2013 Demonstrations
Order of Importance of Explanatory Variables: Stepwise Multinomial Ordered Logit Model
Source: IPEA 2013 microdata
Source: microdata IPEA, 2013, 2014.
Demonstrations Future Life Satisfaction and Demonstrations
Variables / Participation Participated Didn’t participate
but wanted to
Dind’t participate,
didn’t want to, but
approves
Disapproves
Happiness in 5 Years
(April 2013) 8,19 8,54 8,42 8,21
Happiness in 5 Years
(August 2013) 8,69 8,49 8,26 7,75
Difference 0,51 -0,05 -0,16 -0,46
Variables / Participation Participated Didn’t participate
but wanted to
Dind’t participate,
didn’t want to, but
approves
Disapproves
Happiness in 5 Years
(August 2013) 8,69 8,49 8,26 7,75
Happiness in 5 Years
(May 2014) 8,17 8,16 8,37 8,36
Difference - 0,52 - 0,33 0,11 0,61
Felicidade Futura ( 2015)
2.8 - 4
4 - 5.19
5.19 - 6.39
6.39 - 7.58
7.58 - 8.78
No Data
Source: Gallup World Poll microdata
Future Happiness Life Satisfaction in 5 years – 2015
Brazil had the highest expected life satisfaction: 8.64 on a 0 to 10 scale
2013 2012 2011 2010 2009 2008 2007 2006 Total Mean
Brasil 8,8 1 8,72 1 8,81 1 8,64 1 8,66 1 8,68 1 8,44 1 8,78 1 8,69
Brazil is nine consecutive times the first in the World ranking of Future Happiness 5 years ahead
The Country of the Future?
Nation 6.8
Source : IPEA 2013
Geography of Happiness Satisfaction in 5 Years
2018 as seen from 2013
0 – 4
4 – 5.19
5.19 – 6.39
6.39 – 7.58
7.58 or more
0 – 4
4 – 5.19
5.19 – 6.39
6.39 – 7.58
7.58 or more
Individual 8.46
• Macro: Productivity and Savings
• Meso: Quality of Regular and Technical Education
• Population : Immigration, Youth (Aspirations) and Early Childhood
• Other Areas of SAE: Cybernetic Security and Climate Adaptation
• Integrated Policies : Poor, Vulnerable and New Middle Class
Quite a Few Challenges: SAE Agenda
Bolsa Familia 3.0 The Next Generation of Conditional Cash Transfers (CCTs)
Outline • Results (ends)
• Channels (means)
• Upgrades
Happiness: Social Transfers and Changes in Life Satisfaction
Past X Present Happiness
Total Social Security Unemployment Insurance Bolsa Família
1
0
2
3
6
10
4
5
9
8
7
5.96 6.25
5.41 5.28
7.04 6.99 6.19
6.86
“The Bolsa Família beneficiaries were those with lowest grade of past happiness (5 years before), reflecting the higher poverty among the program beneficiaries”
“Present happiness is closer between beneficiaries and non-beneficiaries” Source: IPEA October 2012
Bolsa Família beneficiaries had the biggest jump 29.9% vs. 18.1% of the total population leading to more equity in present life satisfaction”
“Comparing similar people Bolsa Família is associated with gains in present life satisfaction of 0.41 points compared to past life satisfaction*.” *Vis a vis non-beneficiaries, does not imply causality
Sensibility
0.00
0.20
0.40
0.60
0.80
1.00
0.00 1.00
Cu
mu
lati
ve In
com
e
Cumulative Population
Labor Social Security Other Incomes
BPC Bolsa Família Total per capita Income Source: SAE from microdata of PNAD/IBGE
BPC Poverty
Other incomes
Bolsa Família
Labor
Social Security
Total per capita Income
Equality Bolsa Família Impact on Income Inequality
The concentration curve of the Bolsa Família differs from other sources of income = Each R$ generates more Equality
Bolsa Familia covers 25% of Brazilian Population at a cost of 0,5% of GDP Without Bolsa Familia Extreme Poverty would rise 36%
Contribution of Income Sources to Growth by Income Groups in annual percentage points.
Which source of income (program) contributed the most to growth?
2001 - 2012 2001-12 Mean 40% Poorest 5% Richest 10% Poorest
Labor 2.75 4.27 1.99 2.97
Bolsa Família 0.10 0.83 0.00 3.29
BPC 0.06 0.28 -0.06 0.16 Social
Security 0.74 0.89 0.32 0.23
Other 0.00 0.11 -0.02 0.14
Total 3.64 6.38 2.23 6.80 At this growth pace, it would take 31,5 years at this rate for the 5% richest to double its income against 10,5 years for the 10% poorest.
Source: SAE from PNAD/IBGE microdata
Leaks
Government
Income from
Factors
Indirect Effects
Imports of goods and services
Indirect Taxes
Direct Effect
Direct Taxes
Social Accounting Matrix and (MCS) the Circular Flow of Income obtained with the expansion of a cash transfer
Production
Family income
Transfer Capital
Account
Rest of the World
Prosperity
Source: Neri, Vaz e Ferreira (2013) from SAM 2009
Bolsa Família Program (BFP)
Continuous Cash Benefit (BPC)
Unemployment Insurance (SegDesem)
Wage bonus
Private sector pensions (RGPS)
Public servants’ pensions (RPPS)
Severance Fund Formal Employment (FGTS)
Prosperity
GROSS DOMESTIC PRODUCT
Multipliers
1.78
1.19
1.06
1.06
0.53
0.52
0.39
Bolsa Familia
BPC
Unemployment Insurance
Wage bonus
Public Pensions
Social Security
FGTS
0 1.70
Total
Multiplier Effects of social transfers on:
Conservative Estimates: And there is also Impact of Liquidity - Ribas (2014)
Bolsa Família Channels to Overcome Poverty (Means Approach)
OVERCOMING POVERTY
PRODUCTIVE INCLUSION
INTERNAL
INFRASTRUCTURE (HOUSEHOLD)
CONDITIONALITIES DEMAND FOR
EDUCATION AND HEALTH
MONETARY TRANSFERS
CASH IN THE HAND OF MOTHERS
CONSUMER PROTECTION,
FINANCIAL EDUCATION
CREDIT, INSURANCE
AND SAVINGS
INCOME GENERATION Productivity
EXTERNAL
INFRASTRUCTURE
CISTERNS
TRANSPORTATION
HEALTH SCHOOLS
(EARLY CHILDHOOD)
LEVERAGE OPPORTUNITIES AND
SMOOTH SHOCKS Decent Markets
DIRECT EFFECT
WELL-BEING
DIRECT EFFECT
FAMILY BUDGET
Microcredit & Vocational Education
SUPPLY OF PUBLIC SERVICES
HOUSING
SEWAGE
Permanent Income
10
Per
cap
ita
fam
ily In
com
e (U
$)
15 5 0
Population
Benefits variable across families: Poorer get higher benefits
Poverty Gap
Poverty Line
Extreme Poverty Line BF US$ 1,25 PPP day
US$ 2 PPP day
Permanent Income Estimate: using Administrative Records (CadÚnico) info: Education all HH members, Housing & Public Services coverage, other benefits etc...
Identifies who is chronically poor, and not who says is poor
Complementation
Inovation on Payment Systems
• Social Federalism: Role of the States and City
Complements to Federal Bolsa Família:
Children and Youth (Add Forces & Divide Labor to Multiply Results and to
Make a Difference) – How to engage poorer States?
• To broaden the scope of actions it is natural to use the framework of low
formal earnings subsidies (Abono Salarial between 1 and 2 minimum
wages) and transition rules such as those in RMI (Revenu minimum
d’insertion)
• Use of International References (MDGs) (*1,25 & 2 U$S a day) - Poverty Line
and Elegibility Criteria?
• Completes Income towards the Poverty Line (Uni or Multidimensional?)
• Estimated Permanent Income (Middle path).
`• Mothers Key Delivery Role & Active Search of Students Without Mother
The Life Cycle of Poverty
0
2
4
6
8
10
12
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80
Without Bolsa Família With Bolsa Família from 2011
Source: V National Report on the Millennium Development Goals.
Without Bolsa Familia Extreme Poverty would rise 36%
Inovations in Conditionalities:
• Incentives to Students Performance
- Profficiency Performance Premium Primary Education
- Youth Savings Incentive Mechanisms
- Alignment Incentives (Teachers, Parents & Students)
• Parents Engagement (School Meetings on Saturdays)
• Early Childhood Education (Supply: Poor Kids are First in Line)
Constructs on top of Bolsa Família & Local Social Services structures
Communication Gross Motor Fine Motor Problem Solving Personal-Social Scale
510 milestones
Monitoring child development in Rio Impact of Daycare on
Mothers Labor Earnings (R$ 181 monthly)
Deep Transformation?
• The Middle Path: Poverty=Inequality Reduction+Growth;
• Prosperity : Increase in Household income exceeds GDP
• Equity Is Inequality still falling? Growth For Everyone (PIT too?) Housing Issues?
• Sustainability Structural Labor Ingredients – Improvement in HDI
(multidimensional inequality sensitive indicators change +). Quality of education (Bad Picture, Good Movie)
• Sensibility: Protests, the Paradox of Polarization, the Political
Economy of Inequality Fall
The Brazil of household surveys has been improving more than the Brazil of National Accounts Confirmation bias deriving from macroeconomic challenges
Map of Public Use Database Household Surveys Microdata Administrative Records
PNAD (100,000 housedholds per year) National Accounts IBGE (Hybrid)
Annual Cross-section (1976 -2012); IBGE
Incomes, Residential Capital PIT Personal Income Tax
POF (48,000 families per year) 1974; 2002; 2008 25 million individuals; 2007 -2012
Details: Incomes, Spending and Taxes Unified Register for Social
Programs – CadÚnico (60 milhões) MDS
Mapping Mapping
CENSUS (18 million individuals) 1960 - 2010 RAIS - Registro Anual de Informações Sociais (Annual
Register of Social Information)
IBGE, Long Run Income and Special Detailed Maps Formal Employment, Ministry of Labor and Employment ((MTE)
Monitoring Maping and Monitoring
PME (36 mil dwellings month) 1980-2014, IBGE
Monthly Labor with a two month lag, 6 Metrocities, CAGED Formal Employment MTE
Monthly with a two month lag
Brazil Social: References & Links (Marcelo Neri)
Shared Prosperity: http://www.compaso.com.br/docs/PP_SharedProsperity_Final_PNAD2013.pdf
Middle Class: Portuguese: http://issuu.com/sae.pr/docs/classem__dia_ebook English: http://www.compaso.com.br/docs/NCM_Neri_Sae_MiddleClass_ENG_PNAD2013.pdf http://www.cps.fgv.br/cps/livroncm/ & http://www.sae.gov.br/site/?p=22297
Social Tensions: http://www.compaso.com.br/docs/Social_tension_final.pdf
Pro Poor Growth: http://www.cps.fgv.br/cps/pesquisas/Politicas_sociais_alunos/2011/pdf/5PP_KakwaniNeriSonsdarticle.pdf
Income Policies: http://www.fgv.br/cps/docs/acad/BF_Livro_Scanner.pdf
Deprivation: http://www.compaso.com.br/docs/PP_inequality_relative_deprivation_and_social_class_Final.pdf
Social Transformations (portuguese – recent study) www.compaso.com.br/docs/Neri_TransformacoesSociaisAteJulho2014.pdf
Bolsa Família Book Executive Summary: http://www.ipea.gov.br/portal/images/stories/PDFs/140321_pbf_sumex_ingles.pdf http://www.sae.gov.br/site/?p=22181
World Without Poverty https://www.wwp.org.br/en
Human Development Map - Data Brazilian Cities http://www.atlasbrasil.org.br/2013/en/
Report on MDGs http://www.sae.gov.br/site/?p=23258
Social Targets: http://www.cps.fgv.br/cps/pesquisas/Politicas_sociais_alunos/2010/20100512/PDF/BES_MetasSociais_NeriXerez_Teoria.pdf
BRICS: http://www.ipea.gov.br/forumbrics/en/
Brazilian Microdata & Data http://www.econ.puc-rio.br/datazoom/ www.ibge.gov.br http://www.ipeadata.gov.br/
Thank you!
Brasil Social: Links & Referências (Marcelo Neri)
Shared Prosperity: http://www.compaso.com.br/docs/PP_SharedProsperity_Final_PNAD2013.pdf
Classe Média: Português: http://issuu.com/sae.pr/docs/classem__dia_ebook Inglês: http://www.compaso.com.br/docs/NCM_Neri_Sae_MiddleClass_ENG_PNAD2013.pdf http://www.cps.fgv.br/cps/livroncm/ & http://www.sae.gov.br/site/?p=22297
Transformações Sociais www.compaso.com.br/docs/Neri_TransformacoesSociaisAteJulho2014.pdf
Educação Profissional http://issuu.com/sae.pr/docs/ebook_educa____o Social Tensions: http://www.compaso.com.br/docs/Social_tension_final.pdf
Pro Poor Growth: http://www.cps.fgv.br/cps/pesquisas/Politicas_sociais_alunos/2011/pdf/5PP_KakwaniNeriSonsdarticle.pdf
Income Policies: http://www.fgv.br/cps/docs/acad/BF_Livro_Scanner.pdf
Deprivation: http://www.compaso.com.br/docs/PP_inequality_relative_deprivation_and_social_class_Final.pdf
Bolsa Família Livro: http://www.ipea.gov.br/portal/images/stories/PDFs/livros/livros/livro_bolsafamilia_10anos.pdf Sumário Executivo: http://www.ipea.gov.br/portal/images/stories/PDFs/140321_pbf_sumex_portugues.pdf http://www.sae.gov.br/site/?p=22177
Mundo Sem Pobreza - WWP https://www.wwp.org.br/
Atlas do Desenvolvimento Humano Municipal http://www.atlasbrasil.org.br/2013/
Relatório ODMs http://www.sae.gov.br/site/?p=23262
Metas Sociais: http://www.cps.fgv.br/cps/pesquisas/Politicas_sociais_alunos/2010/20100512/PDF/BES_MetasSociais_NeriXerez_Teoria.pdf
BRICS: http://www.ipea.gov.br/forumbrics/pt-BR/
Microdados & Dados Brasileiros http://www.econ.puc-rio.br/datazoom/ www.ibge.gov.br http://www.ipeadata.gov.br/
Obrigado!