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. Author manuscript; available in PMC: 2013 Aug 12.
Published in final edited form as: Am Econ J Appl Econ. 2010 Apr;2(2):46–71. doi: 10.1257/app.2.2.46

Table 8.

Regional Convergence, Paraguay

Baseline (Table 3) Regional trends Mean reversion (includes interaction with regional average 1958–1960)
(1) (2) (3)
Dependent variable: Years of schooling
Pre-epidemic cohort × 1967 malaria rate −10.38 (9.950) −8.716 (6.030) 8.171 (4.700)
Epidemic cohort × 1967 malaria rate −12.68* (4.845) −12.774** (3.120) −5.972 (3.438)
Pre-epidemic cohort × (1958–1960 dependent Variable) 0.412** (0.080)
Epidemic cohort × (1958–1960 dependent variable) 0.166* (0.059)
Observations 2,931 2,931 2,931
R2 0.26 0.26 0.26
F-test of (pre-epidemic cohort × malaria = epidemic cohort × malaria) 0.20 1.93 122.60
p-value of F-test 0.68 0.26 0.00

Dependent variable: Highly literate
Pre-epidemic cohort × 1967 malaria rate −3.033** (0.628) −2.575* (0.812) −2.006** (0.520)
Epidemic cohort × 1967 malaria rate −2.241*** (0.350) −2.102** (0.432) −2.360** (0.463)
Pre-epidemic cohort × (1958–1960 dependent variable) 0.226 (0.105)
Epidemic cohort × (1958–1960 dependent variable) −0.02 (0.092)
Observations 2,931 2,931 2,931
R2 0.12 0.12 0.12
F-test of (pre-epidemic cohort × malaria = epidemic cohort × malaria) 6.93 1.47 21.20
p-value of F-test 0.08 0.31 0.02

Dependent variable: Years of primary schooling
Pre-epidemic cohort × 1967 malaria rate −8.428** (2.190) −6.231** (1.687) −3.021** (0.556)
Epidemic cohort × 1967 malaria rate −6.055** (1.733) −5.398*** (0.269) −3.623 (1.784)
Pre-epidemic cohort × (1958–1960 dependent variable) 0.362*** (0.023)
Epidemic cohort × (1958–1960 dependent variable) 0.174 (0.092)
Observations 2,931 2,931 2,931
R2 0.14 0.14 0.14
F-test of (pre-epidemic cohort × malaria = epidemic cohort × malaria) 18.30 0.21 0.23
p-value of F-test 0.02 0.68 0.66

Dependent variable: At least minimally literate
Pre-epidemic cohort × 1967 malaria rate −0.957** (0.212) 0.120 (0.487) −0.325 (0.201)
Epidemic cohort × 1967 malaria rate −0.679* (0.248) −0.271* (0.088) 0.228* (0.076)
Pre-epidemic cohort × (1958–1960 dependent variable) 0.425** (0.120)
Epidemic cohort × (1958–1960 dependent variable) 0.606*** (0.034)
Observations 2,931 2,931 2,931
R2 0.03 0.03 0.03
F-test of (pre-epidemic cohort × malaria = epidemic cohort × malaria) 54.25 0.79 17.11
p-value of F-test 0.01 0.44 0.03

Notes: Values of robust standard errors clustered at the regional level appear in parentheses. Column 1 repeats columns 1–4 of Table 2. All other columns include the baseline controls. Column 2 includes regional trends. Column 3 includes an interaction with the regional average of the dependent variable.

***

Significant at the 1 percent level.

**

Significant at the 5 percent level.

*

Significant at the 10 percent level.