should results indicators, induce or...

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SHOULD RESULTS INDICATORS, INDUCE OR DIFINE BUDGET ALLOCATIONS? Marcos C. Holanda [email protected]

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SHOULD RESULTS INDICATORS, INDUCE

OR DIFINE BUDGET ALLOCATIONS?

Marcos C. Holanda

[email protected]

Results and Incentives

The supply of public goods and services has to be result-

oriented.

That is, just offer education or health services is not enough.

The government needs to delivery results on education and

helath.

To have results as the main goal of public services supply

we need incentives toward a result-oriented budget cycle.

An example of such incentive is a New Law, signed by the

Governor of the State of Ceará on December 17, 2007, that

regulate the way the State distribute part of its VAT revenue

among its municipalities.

In Ceara, as in the rest of Brazil, we have:

*ICMS is the denomination for the State’s Value Added Tax .

ICMS (VAT)

75% to State

25% to Municipalities

75% → Defined by Federal Law

(Econômic Activity)

25% → Defined by State Law

(Selected Variables)

Results and Incentives

The old law:

The new law

5% → Municipality Population

12,5% → Expenditure on Education

7,5% → Equally distributed

25% → Defined by State Law

(Selected Variables)

18% → Education (performance of

students on standardized exams)

5% → Health (Infant Mortality Rate)

2% → Enviroment (Appropriate

Waste Disposal System)

25% → Defined by State Law

(Selected Variables)

Old Law x New Law

Education:

Indicators considered in the coeficient:

Student approval rate in first five grades of elementary school

Average grades of Second Year Students in reading exams

Average grades of Fifth Year Students in math and portuguese

Formula:

* Score is adjusted for Standard Deviation and the proportion of

students that were tested

i

i

i

i

i

i

i

i

ii

Score

Score,

Score

Score,,

Approv

Approv,Coeficient 60408020

Level Advance

Components of the coeficients

Health:

Indicator considered in the coeficient: Infant Mortality Rate (IMR)

Formula:

DM

DM,

DM

DM,Coeficient

i

i

i

i

i

ii

5050 ii IMRDM 100

Level Advance

Two controls for potencial “gaming”

behavior

Groups of students

Municipality

A

Results

Only some groups receive

higher attention, which

can raise the average of

the municipalities in

detriment of the majority

of students.

Average Grade = 200

Standard Deviation = 50

8SD0,5

AG

Municipality

B

All groups receive

attention, reducing the

dispersion between the

results of students.

Average Grade = 150

Standard Deviation = 30

10SD0,5

AG

Two controls for potencial “gaming”

behavior

Students enrolled

(NE)

Students Assessed

(NA)Results

Average Grade = 200

NA/NE = 0 ,50

100N

NAG

E

A

Municipality

A

Average Grade = 150

NA/NE = 1Municipality

B150

NN

AGE

A

Initial Results

Winers and Loosers

The winers income come from... Taking only the poorest 60’s

Economic

24%

Social

Results

76%

Winers

65%

Loosers

35%

Winers

62%

Loosers

38%

Initial Results

0

0,05

0,1

0,15

0,2

0,25

0,3

0,35

0,4

1 7

13

19

25

31

37

43

49

55

61

67

73

79

85

91

97

103

109

115

121

127

133

139

145

151

157

163

169

175

181

COEF. 2008

COEF. 2009

Coefficients of distribution by Municipality (∑ Coef. = 1)

Initial Results

0

0,05

0,1

0,15

0,2

0,25

0,3

0,35

0,4

1 7

13

19

25

31

37

43

49

55

61

67

73

79

85

91

97

103

109

115

121

127

133

139

145

151

157

163

169

175

181

COEF. 2008

COEF. 2009

Dispersion of Coefficients of distribution

Initial Results

-80,00%

-60,00%

-40,00%

-20,00%

0,00%

20,00%

40,00%

60,00%

80,00%

100,00%

1 713

19

25

31

37

43

49

55

61

67

73

79

85

91

97

103

109

115

121

127

133

139

145

151

157

163

169

175

181

G-L

G-L

Distribution of the Gains and Losses by Municipality

Initial Results

0

0,002

0,004

0,006

0,008

0,01

0,012

0,014

0,016

0,018

0,02

1 8

15

22

29

36

43

50

57

64

71

78

85

92

99

106

113

120

127

134

141

148

155

162

169

176

183

IQE2008

IQE2009

Municipalities Education Coefficients

Initial Results

0

0,002

0,004

0,006

0,008

0,01

0,012

0,014

0,016

0,018

0,02

1 8

15

22

29

36

43

50

57

64

71

78

85

92

99

106

113

120

127

134

141

148

155

162

169

176

183

IQE2008

IQE2009

Dispersion of Municipalities Education Coefficients

Initial Results

0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

"1/5" "2/5-4/5" "5/5"

2008

2009

Sums of IQE’s ( Municipalities Education Coeficients)

“1/5” Richest quintile

“5/5” Poorest Quintile

Initial Results

-40

-30

-20

-10

0

10

20

30

40

1 7

13

19

25

31

37

43

49

55

61

67

73

79

85

91

97

103

109

115

121

127

133

139

145

151

157

163

169

175

181

DIF-DIF PORT

DIF-DIF PORT

The difference of the differences of Portuguese grades: 2005-2006 / 2007-2008.

Initial Results

-50

-40

-30

-20

-10

0

10

20

30

1 6

11

16

21

26

31

36

41

46

51

56

61

66

71

76

81

86

91

96

101

106

111

116

121

126

131

136

141

146

151

156

161

166

171

176

181

DIF-DIF MAT

DIF-DIF MAT

The difference of the differences of Math grades : 2005-2006 / 2007-2008.

Initial Results

Portuguese performance x GDP

0

5000

10000

15000

20000

25000

-20 -10 0 10 20 30

GDP2007

Initial Results

0

500

1000

1500

2000

2500

3000

-20 -10 0 10 20 30

R$ EDUC

Portuguese performance X Education expenditure

A Result Oriented Policy Must Have:

L eadership

I nformation

F ocus

E xecution

A Final Message

THANKS!!!

[email protected]