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Analyzing the Impact of Fiscal Policy on Poverty:
Seven StoriesShanta Devarajan
South Asia Region
World Bank
Determinants of infant mortality in Malaysia
Safe water -.147*
Immunization -.113*
Public medical personnel per capita
1.03
Income -1.06
Adjusted R2 .55
*significant at 5%
Public subsidies per capita to education by deciles in Indonesia (early 1990s)
0
200
400
600
800
1000
1200
Poorest 3 5 7 9
Primary
Secondary
Tertiary
Fiscal Impact:CNCA Morocco
Subsidy, millions of dollars
160%
of preventive health
1989
1990
1991
1992
Average
0 60 120
67
76
90
107
85
20% of basic
education
2. Forgone Opportunities in Maharashtra, India
Subsidies & Other Spending (Per Beneficiary), 2000-01
4615
1487
151
9250
0
2000
4000
6000
8000
10000
Pow er Subsidy toFarmers w ith Pump-
sets
Primary EducationSpending
Cotton Subsidy Total HealthSpending
Rup
ees
Primary Education in Uganda(PETS)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
1990 1991 1993 1994 1995
US$ per
Student
Intended Grant Amount Received by School (mean)
1999
Grants for Primary Education in Uganda
• In 1995, survey of 250 primary schools in 19 of 39 districts;
Primary Education in Uganda(PETS)
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
1990 1991 1993 1994 1995
US$ per
Student
Intended Grant Amount Received by School (mean)
1999
• In 1995, survey of 250 primary schools in 19 of 39 districts;
• Survey repeated in 1998 and 2000.
Grants for Primary Education in Uganda
8
All India Teacher Absence Map (Public Schools)
StateTeacher
Absence (%)Maharashtra 14.6Gujarat 17.0Madhya Pradesh 17.6Kerala 21.2Himachal
Pradesh 21.2Tamil Nadu 21.3Haryana 21.7Karnataka 21.7Orissa 23.4Rajasthan 23.7West Bengal 24.7Andhra Pradesh 25.3Uttar Pradesh 26.3Chhatisgarh 30.6Uttaranchal 32.8Assam 33.8Punjab 34.4Bihar 37.8Jharkhand 41.9Delhi -
All India Weighted 24.8%
Source: Kremer, Muralidharan, Chaudhury, Hammer, and Rogers. 2004. “Teacher Absence in India.”
India 2003: Doctor absence from primary health clinics by state and
reason
0
10
20
30
40
50
60
70
80
Official Duty
Leave
No reason
Quality is low, even when present (Delhi doctors)
0.1
.2.3
.4%
Who
ask
ed th
e re
leva
nt q
uest
ion
Private MBBS Private, No MBBS Public
...And What They DoWhat They Know
% Asked (DCO) % Asked (Vignettes)
What they do is in blue, what they know is in red. MBBS doctors are (roughly) the equivalent of MDs in the US. Das and Hammer (2005)