. | All . | No subsidy . | 6-Month subsidy . | Difference . | p-value . |
---|---|---|---|---|---|
. | . | (control) . | (treatment) . | (C - T) . | difference . |
Panel A: Household characteristics . | (1) . | (2) . | (3) . | (4) . | (5) . |
Size of household | 4.81 | 4.76 | 4.85 | −0.09 | 0.258 |
Number of children 11 and under | 1.34 | 1.35 | 1.34 | 0.01 | 0.717 |
Household income | 5399 | 5058 | 5712 | −653.41 | 0.052 |
Panel B: Parent characteristics | |||||
Years of education | 9.30 | 9.25 | 9.36 | −0.11 | 0.624 |
Hours worked per day | 10.08 | 9.86 | 10.27 | −0.41 | 0.001 |
Commute to work (miles) | 3.60 | 3.48 | 3.71 | −0.23 | 0.524 |
Number of times sick | 2.44 | 2.58 | 2.31 | 0.26 | 0.095 |
Foregone treatment | 0.25 | 0.25 | 0.24 | 0.02 | 0.446 |
Ever visit health provider | 0.76 | 0.77 | 0.75 | 0.02 | 0.260 |
Total number of visits, all providers | 4.28 | 4.46 | 4.11 | 0.35 | 0.260 |
Total health expenditures | 827.76 | 903.58 | 758.59 | 144.99 | 0.225 |
Households/Parents (N) | 1614 | 770 | 844 | — | — |
Panel C: Child Characteristics | |||||
Age | 8.00 | 7.94 | 8.06 | −0.12 | 0.459 |
Female | 0.48 | 0.48 | 0.49 | −0.01 | 0.473 |
Ever sick | 0.76 | 0.76 | 0.77 | −0.01 | 0.843 |
Number of times sick | 2.16 | 2.19 | 2.13 | 0.06 | 0.602 |
Foregone treatment | 0.18 | 0.20 | 0.17 | 0.03 | 0.153 |
Ever visit health provider | 0.75 | 0.75 | 0.76 | 0.00 | 0.983 |
EMP visits | 0.12 | 0.13 | 0.11 | 0.02 | 0.704 |
Public health facility visits | 0.88 | 0.89 | 0.87 | 0.03 | 0.679 |
Private health facility visits | 1.04 | 1.12 | 0.96 | 0.16 | 0.302 |
Pharmacy visits | 1.80 | 1.80 | 1.80 | 0.00 | 0.916 |
Total number of visits, all providers | 3.82 | 3.90 | 3.74 | 0.16 | 0.435 |
Total health expenditures | 569.21 | 533.23 | 601.76 | −68.53 | 0.302 |
Children (N) | 2996 | 1423 | 1573 | — | — |
. | All . | No subsidy . | 6-Month subsidy . | Difference . | p-value . |
---|---|---|---|---|---|
. | . | (control) . | (treatment) . | (C - T) . | difference . |
Panel A: Household characteristics . | (1) . | (2) . | (3) . | (4) . | (5) . |
Size of household | 4.81 | 4.76 | 4.85 | −0.09 | 0.258 |
Number of children 11 and under | 1.34 | 1.35 | 1.34 | 0.01 | 0.717 |
Household income | 5399 | 5058 | 5712 | −653.41 | 0.052 |
Panel B: Parent characteristics | |||||
Years of education | 9.30 | 9.25 | 9.36 | −0.11 | 0.624 |
Hours worked per day | 10.08 | 9.86 | 10.27 | −0.41 | 0.001 |
Commute to work (miles) | 3.60 | 3.48 | 3.71 | −0.23 | 0.524 |
Number of times sick | 2.44 | 2.58 | 2.31 | 0.26 | 0.095 |
Foregone treatment | 0.25 | 0.25 | 0.24 | 0.02 | 0.446 |
Ever visit health provider | 0.76 | 0.77 | 0.75 | 0.02 | 0.260 |
Total number of visits, all providers | 4.28 | 4.46 | 4.11 | 0.35 | 0.260 |
Total health expenditures | 827.76 | 903.58 | 758.59 | 144.99 | 0.225 |
Households/Parents (N) | 1614 | 770 | 844 | — | — |
Panel C: Child Characteristics | |||||
Age | 8.00 | 7.94 | 8.06 | −0.12 | 0.459 |
Female | 0.48 | 0.48 | 0.49 | −0.01 | 0.473 |
Ever sick | 0.76 | 0.76 | 0.77 | −0.01 | 0.843 |
Number of times sick | 2.16 | 2.19 | 2.13 | 0.06 | 0.602 |
Foregone treatment | 0.18 | 0.20 | 0.17 | 0.03 | 0.153 |
Ever visit health provider | 0.75 | 0.75 | 0.76 | 0.00 | 0.983 |
EMP visits | 0.12 | 0.13 | 0.11 | 0.02 | 0.704 |
Public health facility visits | 0.88 | 0.89 | 0.87 | 0.03 | 0.679 |
Private health facility visits | 1.04 | 1.12 | 0.96 | 0.16 | 0.302 |
Pharmacy visits | 1.80 | 1.80 | 1.80 | 0.00 | 0.916 |
Total number of visits, all providers | 3.82 | 3.90 | 3.74 | 0.16 | 0.435 |
Total health expenditures | 569.21 | 533.23 | 601.76 | −68.53 | 0.302 |
Children (N) | 2996 | 1423 | 1573 | — | — |
Source: Authors’ analysis based on data described in paper.
Note: Above are averages for the full sample (column 1), control group (column 2), and the treatment group who were awarded a six-month subsidy (column 3). Income is defined as reported monthly household income. Valid income data are not available for 174 families, and commuting data are not available for 432 families. Health providers consist of EMPs, public clinics, pharmacies, private hospitals, private doctors, public hospitals, and laboratories. All health and visit variables are reported during the past year. All income and expenditure data are in 2008 Cordobas. Children who were not sick in the past year are included as zeros for number of times sick and all visit/spending variables. Foregone treatment in past year due to lack of money was calculated to be zero for children who were not sick in the past year. Column (5) represents the p-value from a t-test of means between treatment groups including market and round fixed effects. Standard errors of t-tests are clustered at the family level.
. | All . | No subsidy . | 6-Month subsidy . | Difference . | p-value . |
---|---|---|---|---|---|
. | . | (control) . | (treatment) . | (C - T) . | difference . |
Panel A: Household characteristics . | (1) . | (2) . | (3) . | (4) . | (5) . |
Size of household | 4.81 | 4.76 | 4.85 | −0.09 | 0.258 |
Number of children 11 and under | 1.34 | 1.35 | 1.34 | 0.01 | 0.717 |
Household income | 5399 | 5058 | 5712 | −653.41 | 0.052 |
Panel B: Parent characteristics | |||||
Years of education | 9.30 | 9.25 | 9.36 | −0.11 | 0.624 |
Hours worked per day | 10.08 | 9.86 | 10.27 | −0.41 | 0.001 |
Commute to work (miles) | 3.60 | 3.48 | 3.71 | −0.23 | 0.524 |
Number of times sick | 2.44 | 2.58 | 2.31 | 0.26 | 0.095 |
Foregone treatment | 0.25 | 0.25 | 0.24 | 0.02 | 0.446 |
Ever visit health provider | 0.76 | 0.77 | 0.75 | 0.02 | 0.260 |
Total number of visits, all providers | 4.28 | 4.46 | 4.11 | 0.35 | 0.260 |
Total health expenditures | 827.76 | 903.58 | 758.59 | 144.99 | 0.225 |
Households/Parents (N) | 1614 | 770 | 844 | — | — |
Panel C: Child Characteristics | |||||
Age | 8.00 | 7.94 | 8.06 | −0.12 | 0.459 |
Female | 0.48 | 0.48 | 0.49 | −0.01 | 0.473 |
Ever sick | 0.76 | 0.76 | 0.77 | −0.01 | 0.843 |
Number of times sick | 2.16 | 2.19 | 2.13 | 0.06 | 0.602 |
Foregone treatment | 0.18 | 0.20 | 0.17 | 0.03 | 0.153 |
Ever visit health provider | 0.75 | 0.75 | 0.76 | 0.00 | 0.983 |
EMP visits | 0.12 | 0.13 | 0.11 | 0.02 | 0.704 |
Public health facility visits | 0.88 | 0.89 | 0.87 | 0.03 | 0.679 |
Private health facility visits | 1.04 | 1.12 | 0.96 | 0.16 | 0.302 |
Pharmacy visits | 1.80 | 1.80 | 1.80 | 0.00 | 0.916 |
Total number of visits, all providers | 3.82 | 3.90 | 3.74 | 0.16 | 0.435 |
Total health expenditures | 569.21 | 533.23 | 601.76 | −68.53 | 0.302 |
Children (N) | 2996 | 1423 | 1573 | — | — |
. | All . | No subsidy . | 6-Month subsidy . | Difference . | p-value . |
---|---|---|---|---|---|
. | . | (control) . | (treatment) . | (C - T) . | difference . |
Panel A: Household characteristics . | (1) . | (2) . | (3) . | (4) . | (5) . |
Size of household | 4.81 | 4.76 | 4.85 | −0.09 | 0.258 |
Number of children 11 and under | 1.34 | 1.35 | 1.34 | 0.01 | 0.717 |
Household income | 5399 | 5058 | 5712 | −653.41 | 0.052 |
Panel B: Parent characteristics | |||||
Years of education | 9.30 | 9.25 | 9.36 | −0.11 | 0.624 |
Hours worked per day | 10.08 | 9.86 | 10.27 | −0.41 | 0.001 |
Commute to work (miles) | 3.60 | 3.48 | 3.71 | −0.23 | 0.524 |
Number of times sick | 2.44 | 2.58 | 2.31 | 0.26 | 0.095 |
Foregone treatment | 0.25 | 0.25 | 0.24 | 0.02 | 0.446 |
Ever visit health provider | 0.76 | 0.77 | 0.75 | 0.02 | 0.260 |
Total number of visits, all providers | 4.28 | 4.46 | 4.11 | 0.35 | 0.260 |
Total health expenditures | 827.76 | 903.58 | 758.59 | 144.99 | 0.225 |
Households/Parents (N) | 1614 | 770 | 844 | — | — |
Panel C: Child Characteristics | |||||
Age | 8.00 | 7.94 | 8.06 | −0.12 | 0.459 |
Female | 0.48 | 0.48 | 0.49 | −0.01 | 0.473 |
Ever sick | 0.76 | 0.76 | 0.77 | −0.01 | 0.843 |
Number of times sick | 2.16 | 2.19 | 2.13 | 0.06 | 0.602 |
Foregone treatment | 0.18 | 0.20 | 0.17 | 0.03 | 0.153 |
Ever visit health provider | 0.75 | 0.75 | 0.76 | 0.00 | 0.983 |
EMP visits | 0.12 | 0.13 | 0.11 | 0.02 | 0.704 |
Public health facility visits | 0.88 | 0.89 | 0.87 | 0.03 | 0.679 |
Private health facility visits | 1.04 | 1.12 | 0.96 | 0.16 | 0.302 |
Pharmacy visits | 1.80 | 1.80 | 1.80 | 0.00 | 0.916 |
Total number of visits, all providers | 3.82 | 3.90 | 3.74 | 0.16 | 0.435 |
Total health expenditures | 569.21 | 533.23 | 601.76 | −68.53 | 0.302 |
Children (N) | 2996 | 1423 | 1573 | — | — |
Source: Authors’ analysis based on data described in paper.
Note: Above are averages for the full sample (column 1), control group (column 2), and the treatment group who were awarded a six-month subsidy (column 3). Income is defined as reported monthly household income. Valid income data are not available for 174 families, and commuting data are not available for 432 families. Health providers consist of EMPs, public clinics, pharmacies, private hospitals, private doctors, public hospitals, and laboratories. All health and visit variables are reported during the past year. All income and expenditure data are in 2008 Cordobas. Children who were not sick in the past year are included as zeros for number of times sick and all visit/spending variables. Foregone treatment in past year due to lack of money was calculated to be zero for children who were not sick in the past year. Column (5) represents the p-value from a t-test of means between treatment groups including market and round fixed effects. Standard errors of t-tests are clustered at the family level.
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