Table 2.

Between Municipality Variation in School Expansion

(1)(2)
New school indicatorTiming of new school
OutcomeCoefficientStandard errorCoefficientStandard error
Teenage birth rate‒0.0007(0.0018)0.0057(0.0109)
Enrolment rate (primary year 8)0.0003(0.0003)‒0.011***(0.0019)
Secondary schools per 100‒0.064***(0.0047)0.322***(0.0405)
Pre-school rooms per 1000.0000(0.0000)‒0.0008(0.0007)
Male/female sex ratio (teen)0.066**(0.0257)‒0.1122(0.1844)
Public spending: Total‒0.0012(0.0032)‒0.044**(0.0180)
Public spending: Welfare0.0031(0.0024)0.0026(0.0150)
Public spending: Education0.0061(0.0049)0.0179(0.0287)
Public spending: Health‒0.0031(0.0045)0.0059(0.0253)
Public spending: Transport‒0.004**(0.0019)‒0.0032(0.0106)
Public spending: Housing‒0.0021(0.0024)‒0.0079(0.0146)
Population per km20.0000(0.0000)0.0000(0.0001)
Municipality size (<10,000 excluded)
 10,000–49,9990.247***(0.0205)0.329**(0.1328)
 50,000–99,999.271***(0.0397)‒0.0884(0.2282)
 100,000–499,9990.184***(0.0526)‒0.3055(0.3068)
 > = 500,0000.0425(0.1016)0.1856(0.7288)
Log(total population)0.095***(0.0135)‒0.437***(0.0816)
R2/Pseudo R20.37740.055
Observations4,8843,160
F-statp-valueChi2p-value
Joint significance: Municipal spending1.340.23458.510.2029
Joint significance: State dummy variables9.360.0000226.80.0000
(1)(2)
New school indicatorTiming of new school
OutcomeCoefficientStandard errorCoefficientStandard error
Teenage birth rate‒0.0007(0.0018)0.0057(0.0109)
Enrolment rate (primary year 8)0.0003(0.0003)‒0.011***(0.0019)
Secondary schools per 100‒0.064***(0.0047)0.322***(0.0405)
Pre-school rooms per 1000.0000(0.0000)‒0.0008(0.0007)
Male/female sex ratio (teen)0.066**(0.0257)‒0.1122(0.1844)
Public spending: Total‒0.0012(0.0032)‒0.044**(0.0180)
Public spending: Welfare0.0031(0.0024)0.0026(0.0150)
Public spending: Education0.0061(0.0049)0.0179(0.0287)
Public spending: Health‒0.0031(0.0045)0.0059(0.0253)
Public spending: Transport‒0.004**(0.0019)‒0.0032(0.0106)
Public spending: Housing‒0.0021(0.0024)‒0.0079(0.0146)
Population per km20.0000(0.0000)0.0000(0.0001)
Municipality size (<10,000 excluded)
 10,000–49,9990.247***(0.0205)0.329**(0.1328)
 50,000–99,999.271***(0.0397)‒0.0884(0.2282)
 100,000–499,9990.184***(0.0526)‒0.3055(0.3068)
 > = 500,0000.0425(0.1016)0.1856(0.7288)
Log(total population)0.095***(0.0135)‒0.437***(0.0816)
R2/Pseudo R20.37740.055
Observations4,8843,160
F-statp-valueChi2p-value
Joint significance: Municipal spending1.340.23458.510.2029
Joint significance: State dummy variables9.360.0000226.80.0000

Source: Authors’ analysis based on school data from the 2002 wave of the Brazilian School Census; official population estimates from the Brazilian Census Bureau; births by age from Brazilian Vital Statistics.

Note: This table reports the results of a regression of two variables reflecting the school expansion. Column (1) reports a linear probability regression in which the outcome is a binary indicator equal to 1 if a new school was introduced to a municipality in the period 1998–2009, and 0 otherwise. Column (2) reports an ordinal logit regression in which the outcome reflects the timing of a municipality's first new school (number of years after 1997). Only municipalities that received a new school during the period 1998–2009 are included in the second regression. Both regressions include state dummy variables. Population size is based on the average total population between 1997 and 2009. Robust standard errors are reported in parenthesis. ***, **, and * denote statistical significance at 1 percent, 5 percent, and 10 percent.

Table 2.

Between Municipality Variation in School Expansion

(1)(2)
New school indicatorTiming of new school
OutcomeCoefficientStandard errorCoefficientStandard error
Teenage birth rate‒0.0007(0.0018)0.0057(0.0109)
Enrolment rate (primary year 8)0.0003(0.0003)‒0.011***(0.0019)
Secondary schools per 100‒0.064***(0.0047)0.322***(0.0405)
Pre-school rooms per 1000.0000(0.0000)‒0.0008(0.0007)
Male/female sex ratio (teen)0.066**(0.0257)‒0.1122(0.1844)
Public spending: Total‒0.0012(0.0032)‒0.044**(0.0180)
Public spending: Welfare0.0031(0.0024)0.0026(0.0150)
Public spending: Education0.0061(0.0049)0.0179(0.0287)
Public spending: Health‒0.0031(0.0045)0.0059(0.0253)
Public spending: Transport‒0.004**(0.0019)‒0.0032(0.0106)
Public spending: Housing‒0.0021(0.0024)‒0.0079(0.0146)
Population per km20.0000(0.0000)0.0000(0.0001)
Municipality size (<10,000 excluded)
 10,000–49,9990.247***(0.0205)0.329**(0.1328)
 50,000–99,999.271***(0.0397)‒0.0884(0.2282)
 100,000–499,9990.184***(0.0526)‒0.3055(0.3068)
 > = 500,0000.0425(0.1016)0.1856(0.7288)
Log(total population)0.095***(0.0135)‒0.437***(0.0816)
R2/Pseudo R20.37740.055
Observations4,8843,160
F-statp-valueChi2p-value
Joint significance: Municipal spending1.340.23458.510.2029
Joint significance: State dummy variables9.360.0000226.80.0000
(1)(2)
New school indicatorTiming of new school
OutcomeCoefficientStandard errorCoefficientStandard error
Teenage birth rate‒0.0007(0.0018)0.0057(0.0109)
Enrolment rate (primary year 8)0.0003(0.0003)‒0.011***(0.0019)
Secondary schools per 100‒0.064***(0.0047)0.322***(0.0405)
Pre-school rooms per 1000.0000(0.0000)‒0.0008(0.0007)
Male/female sex ratio (teen)0.066**(0.0257)‒0.1122(0.1844)
Public spending: Total‒0.0012(0.0032)‒0.044**(0.0180)
Public spending: Welfare0.0031(0.0024)0.0026(0.0150)
Public spending: Education0.0061(0.0049)0.0179(0.0287)
Public spending: Health‒0.0031(0.0045)0.0059(0.0253)
Public spending: Transport‒0.004**(0.0019)‒0.0032(0.0106)
Public spending: Housing‒0.0021(0.0024)‒0.0079(0.0146)
Population per km20.0000(0.0000)0.0000(0.0001)
Municipality size (<10,000 excluded)
 10,000–49,9990.247***(0.0205)0.329**(0.1328)
 50,000–99,999.271***(0.0397)‒0.0884(0.2282)
 100,000–499,9990.184***(0.0526)‒0.3055(0.3068)
 > = 500,0000.0425(0.1016)0.1856(0.7288)
Log(total population)0.095***(0.0135)‒0.437***(0.0816)
R2/Pseudo R20.37740.055
Observations4,8843,160
F-statp-valueChi2p-value
Joint significance: Municipal spending1.340.23458.510.2029
Joint significance: State dummy variables9.360.0000226.80.0000

Source: Authors’ analysis based on school data from the 2002 wave of the Brazilian School Census; official population estimates from the Brazilian Census Bureau; births by age from Brazilian Vital Statistics.

Note: This table reports the results of a regression of two variables reflecting the school expansion. Column (1) reports a linear probability regression in which the outcome is a binary indicator equal to 1 if a new school was introduced to a municipality in the period 1998–2009, and 0 otherwise. Column (2) reports an ordinal logit regression in which the outcome reflects the timing of a municipality's first new school (number of years after 1997). Only municipalities that received a new school during the period 1998–2009 are included in the second regression. Both regressions include state dummy variables. Population size is based on the average total population between 1997 and 2009. Robust standard errors are reported in parenthesis. ***, **, and * denote statistical significance at 1 percent, 5 percent, and 10 percent.

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