Quantile Regression: association between birth weight and ANC among Mexican indigenous people
. | Dependent variable: birth weight (kg.) . | |||||
---|---|---|---|---|---|---|
. | q = 0.05 . | q = 0.10 . | q = 0.15 . | q = 0.25 . | q = 0.50 . | q = 0.75 . |
Panel A: Association of adequate ANC with birth weight | ||||||
Adequate ANC d | 0.05 c | 0.02 | 0.03 | 0.03 | 0.03 c | 0.03 a |
[−0.01;0.11] | [−0.02;0.06] | [−0.01;0.06] | [−0.01;0.06] | [−0.00;0.07] | [0.00;0.07] | |
Indigenous | −0.19 b | −0.19 b | −0.13 b | −0.10 a | −0.14 b | 0.02 |
[−0.33;−0.06] | [−0.29;−0.09] | [−0.22;−0.04] | [−0.18;−0.01] | [−0.21;−0.06] | [−0.05;0.09] | |
Indigenous × Adequate ANC | 0.10 | 0.13 a | 0.08 | 0.13 a | 0.07 | −0.11 a |
[−0.06;0.26] | [0.01;0.25] | [−0.03;0.19] | [0.03;0.23] | [−0.03;0.16] | [−0.19;−0.02] | |
Intercept | 2.33 b | 2.55 b | 2.64 b | 2.83 b | 3.13 b | 3.59 b |
[2.20;2.46] | [2.45;2.64] | [2.56;2.73] | [2.75;2.92] | [3.05;3.21] | [3.52;3.66] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Panel B: Association of ANC components with birth weight | ||||||
Content of ANC consultation (≥75%) | 0.01 | 0.02 | 0.05 a | 0.07 b | 0.08 b | 0.06 b |
[−0.05;0.08] | [−0.03;0.07] | [0.00;0.10] | [0.03;0.11] | [0.04;0.12] | [0.02;0.10] | |
Timely (first ANC visit during the first quarter) | 0.01 | −0.03 | −0.02 | −0.03 | −0.02 | −0.01 |
[−0.06;0.08] | [−0.08;0.02] | [−0.07;0.03] | [−0.08;0.01] | [−0.06;0.03] | [−0.05;0.03] | |
Frequent (At least four consultations) | 0.14 b | 0.12 b | 0.09 a | 0.09 b | 0.08 b | 0.05 |
[0.04;0.24] | [0.04;0.19] | [0.01;0.16] | [0.03;0.16] | [0.02;0.15] | [−0.01;0.11] | |
Indigenous | −0.16 | −0.30 b | −0.29 b | −0.32 b | −0.08 | 0.10 |
[−0.41;0.08] | [−0.48;−0.11] | [−0.47;-0.11] | [−0.48;−0.16] | [−0.23;0.08] | [−0.05;0.25] | |
Indigenous × Content of ANC consultation (≥75%) | 0.18 a | 0.26 b | 0.12 c | 0.11 c | 0.03 | −0.07 |
[0.00;0.35] | [0.12;0.39] | [−0.01;0.24] | [−0.00;0.23] | [−0.08;0.14] | [−0.18;0.04] | |
Indigenous × Timely (first ANC visit during the first quarter) | −0.15 c | 0.02 | 0.06 | 0.09 | 0.04 | −0.10 c |
[−0.33;0.03] | [−0.12;0.16] | [−0.07;0.19] | [−0.03;0.21] | [−0.08;0.15] | [−0.21;0.02] | |
Indigenous × Frequent (At least four consultations) | 0.02 | −0.02 | 0.07 | 0.15 c | −0.07 | −0.03 |
[−0.22;0.25] | [−0.20;0.16] | [−0.11;0.24] | [−0.00;0.31] | [−0.22;0.08] | [−0.18;0.11] | |
Intercept | 2.21 b | 2.44 b | 2.54 b | 2.77 b | 3.03 b | 3.52 b |
[2.06;2.35] | [2.32;2.55] | [2.43;2.65] | [2.67;2.86] | [2.94;3.12] | [3.43;3.61] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
. | Dependent variable: birth weight (kg.) . | |||||
---|---|---|---|---|---|---|
. | q = 0.05 . | q = 0.10 . | q = 0.15 . | q = 0.25 . | q = 0.50 . | q = 0.75 . |
Panel A: Association of adequate ANC with birth weight | ||||||
Adequate ANC d | 0.05 c | 0.02 | 0.03 | 0.03 | 0.03 c | 0.03 a |
[−0.01;0.11] | [−0.02;0.06] | [−0.01;0.06] | [−0.01;0.06] | [−0.00;0.07] | [0.00;0.07] | |
Indigenous | −0.19 b | −0.19 b | −0.13 b | −0.10 a | −0.14 b | 0.02 |
[−0.33;−0.06] | [−0.29;−0.09] | [−0.22;−0.04] | [−0.18;−0.01] | [−0.21;−0.06] | [−0.05;0.09] | |
Indigenous × Adequate ANC | 0.10 | 0.13 a | 0.08 | 0.13 a | 0.07 | −0.11 a |
[−0.06;0.26] | [0.01;0.25] | [−0.03;0.19] | [0.03;0.23] | [−0.03;0.16] | [−0.19;−0.02] | |
Intercept | 2.33 b | 2.55 b | 2.64 b | 2.83 b | 3.13 b | 3.59 b |
[2.20;2.46] | [2.45;2.64] | [2.56;2.73] | [2.75;2.92] | [3.05;3.21] | [3.52;3.66] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Panel B: Association of ANC components with birth weight | ||||||
Content of ANC consultation (≥75%) | 0.01 | 0.02 | 0.05 a | 0.07 b | 0.08 b | 0.06 b |
[−0.05;0.08] | [−0.03;0.07] | [0.00;0.10] | [0.03;0.11] | [0.04;0.12] | [0.02;0.10] | |
Timely (first ANC visit during the first quarter) | 0.01 | −0.03 | −0.02 | −0.03 | −0.02 | −0.01 |
[−0.06;0.08] | [−0.08;0.02] | [−0.07;0.03] | [−0.08;0.01] | [−0.06;0.03] | [−0.05;0.03] | |
Frequent (At least four consultations) | 0.14 b | 0.12 b | 0.09 a | 0.09 b | 0.08 b | 0.05 |
[0.04;0.24] | [0.04;0.19] | [0.01;0.16] | [0.03;0.16] | [0.02;0.15] | [−0.01;0.11] | |
Indigenous | −0.16 | −0.30 b | −0.29 b | −0.32 b | −0.08 | 0.10 |
[−0.41;0.08] | [−0.48;−0.11] | [−0.47;-0.11] | [−0.48;−0.16] | [−0.23;0.08] | [−0.05;0.25] | |
Indigenous × Content of ANC consultation (≥75%) | 0.18 a | 0.26 b | 0.12 c | 0.11 c | 0.03 | −0.07 |
[0.00;0.35] | [0.12;0.39] | [−0.01;0.24] | [−0.00;0.23] | [−0.08;0.14] | [−0.18;0.04] | |
Indigenous × Timely (first ANC visit during the first quarter) | −0.15 c | 0.02 | 0.06 | 0.09 | 0.04 | −0.10 c |
[−0.33;0.03] | [−0.12;0.16] | [−0.07;0.19] | [−0.03;0.21] | [−0.08;0.15] | [−0.21;0.02] | |
Indigenous × Frequent (At least four consultations) | 0.02 | −0.02 | 0.07 | 0.15 c | −0.07 | −0.03 |
[−0.22;0.25] | [−0.20;0.16] | [−0.11;0.24] | [−0.00;0.31] | [−0.22;0.08] | [−0.18;0.11] | |
Intercept | 2.21 b | 2.44 b | 2.54 b | 2.77 b | 3.03 b | 3.52 b |
[2.06;2.35] | [2.32;2.55] | [2.43;2.65] | [2.67;2.86] | [2.94;3.12] | [3.43;3.61] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Note: a , b and c indicate statistical significance at 1, 5 and 10% error levels, respectively. CI95% in brackets. Covariates include: all variables showed in Table 1 , and the diagnosis of some health problem during pregnancy, any complication during childbirth and type of delivery (vaginal, urgent or planned cesarean).
d Adequate ANC is defined according to WHO criteria: pregnant woman had her first antenatal visit within the first trimester of pregnancy, had ≥4 ANC visits, and if the content of her antenatal care included ≥75% of the list of recommend care.
Quantile Regression: association between birth weight and ANC among Mexican indigenous people
. | Dependent variable: birth weight (kg.) . | |||||
---|---|---|---|---|---|---|
. | q = 0.05 . | q = 0.10 . | q = 0.15 . | q = 0.25 . | q = 0.50 . | q = 0.75 . |
Panel A: Association of adequate ANC with birth weight | ||||||
Adequate ANC d | 0.05 c | 0.02 | 0.03 | 0.03 | 0.03 c | 0.03 a |
[−0.01;0.11] | [−0.02;0.06] | [−0.01;0.06] | [−0.01;0.06] | [−0.00;0.07] | [0.00;0.07] | |
Indigenous | −0.19 b | −0.19 b | −0.13 b | −0.10 a | −0.14 b | 0.02 |
[−0.33;−0.06] | [−0.29;−0.09] | [−0.22;−0.04] | [−0.18;−0.01] | [−0.21;−0.06] | [−0.05;0.09] | |
Indigenous × Adequate ANC | 0.10 | 0.13 a | 0.08 | 0.13 a | 0.07 | −0.11 a |
[−0.06;0.26] | [0.01;0.25] | [−0.03;0.19] | [0.03;0.23] | [−0.03;0.16] | [−0.19;−0.02] | |
Intercept | 2.33 b | 2.55 b | 2.64 b | 2.83 b | 3.13 b | 3.59 b |
[2.20;2.46] | [2.45;2.64] | [2.56;2.73] | [2.75;2.92] | [3.05;3.21] | [3.52;3.66] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Panel B: Association of ANC components with birth weight | ||||||
Content of ANC consultation (≥75%) | 0.01 | 0.02 | 0.05 a | 0.07 b | 0.08 b | 0.06 b |
[−0.05;0.08] | [−0.03;0.07] | [0.00;0.10] | [0.03;0.11] | [0.04;0.12] | [0.02;0.10] | |
Timely (first ANC visit during the first quarter) | 0.01 | −0.03 | −0.02 | −0.03 | −0.02 | −0.01 |
[−0.06;0.08] | [−0.08;0.02] | [−0.07;0.03] | [−0.08;0.01] | [−0.06;0.03] | [−0.05;0.03] | |
Frequent (At least four consultations) | 0.14 b | 0.12 b | 0.09 a | 0.09 b | 0.08 b | 0.05 |
[0.04;0.24] | [0.04;0.19] | [0.01;0.16] | [0.03;0.16] | [0.02;0.15] | [−0.01;0.11] | |
Indigenous | −0.16 | −0.30 b | −0.29 b | −0.32 b | −0.08 | 0.10 |
[−0.41;0.08] | [−0.48;−0.11] | [−0.47;-0.11] | [−0.48;−0.16] | [−0.23;0.08] | [−0.05;0.25] | |
Indigenous × Content of ANC consultation (≥75%) | 0.18 a | 0.26 b | 0.12 c | 0.11 c | 0.03 | −0.07 |
[0.00;0.35] | [0.12;0.39] | [−0.01;0.24] | [−0.00;0.23] | [−0.08;0.14] | [−0.18;0.04] | |
Indigenous × Timely (first ANC visit during the first quarter) | −0.15 c | 0.02 | 0.06 | 0.09 | 0.04 | −0.10 c |
[−0.33;0.03] | [−0.12;0.16] | [−0.07;0.19] | [−0.03;0.21] | [−0.08;0.15] | [−0.21;0.02] | |
Indigenous × Frequent (At least four consultations) | 0.02 | −0.02 | 0.07 | 0.15 c | −0.07 | −0.03 |
[−0.22;0.25] | [−0.20;0.16] | [−0.11;0.24] | [−0.00;0.31] | [−0.22;0.08] | [−0.18;0.11] | |
Intercept | 2.21 b | 2.44 b | 2.54 b | 2.77 b | 3.03 b | 3.52 b |
[2.06;2.35] | [2.32;2.55] | [2.43;2.65] | [2.67;2.86] | [2.94;3.12] | [3.43;3.61] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
. | Dependent variable: birth weight (kg.) . | |||||
---|---|---|---|---|---|---|
. | q = 0.05 . | q = 0.10 . | q = 0.15 . | q = 0.25 . | q = 0.50 . | q = 0.75 . |
Panel A: Association of adequate ANC with birth weight | ||||||
Adequate ANC d | 0.05 c | 0.02 | 0.03 | 0.03 | 0.03 c | 0.03 a |
[−0.01;0.11] | [−0.02;0.06] | [−0.01;0.06] | [−0.01;0.06] | [−0.00;0.07] | [0.00;0.07] | |
Indigenous | −0.19 b | −0.19 b | −0.13 b | −0.10 a | −0.14 b | 0.02 |
[−0.33;−0.06] | [−0.29;−0.09] | [−0.22;−0.04] | [−0.18;−0.01] | [−0.21;−0.06] | [−0.05;0.09] | |
Indigenous × Adequate ANC | 0.10 | 0.13 a | 0.08 | 0.13 a | 0.07 | −0.11 a |
[−0.06;0.26] | [0.01;0.25] | [−0.03;0.19] | [0.03;0.23] | [−0.03;0.16] | [−0.19;−0.02] | |
Intercept | 2.33 b | 2.55 b | 2.64 b | 2.83 b | 3.13 b | 3.59 b |
[2.20;2.46] | [2.45;2.64] | [2.56;2.73] | [2.75;2.92] | [3.05;3.21] | [3.52;3.66] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Panel B: Association of ANC components with birth weight | ||||||
Content of ANC consultation (≥75%) | 0.01 | 0.02 | 0.05 a | 0.07 b | 0.08 b | 0.06 b |
[−0.05;0.08] | [−0.03;0.07] | [0.00;0.10] | [0.03;0.11] | [0.04;0.12] | [0.02;0.10] | |
Timely (first ANC visit during the first quarter) | 0.01 | −0.03 | −0.02 | −0.03 | −0.02 | −0.01 |
[−0.06;0.08] | [−0.08;0.02] | [−0.07;0.03] | [−0.08;0.01] | [−0.06;0.03] | [−0.05;0.03] | |
Frequent (At least four consultations) | 0.14 b | 0.12 b | 0.09 a | 0.09 b | 0.08 b | 0.05 |
[0.04;0.24] | [0.04;0.19] | [0.01;0.16] | [0.03;0.16] | [0.02;0.15] | [−0.01;0.11] | |
Indigenous | −0.16 | −0.30 b | −0.29 b | −0.32 b | −0.08 | 0.10 |
[−0.41;0.08] | [−0.48;−0.11] | [−0.47;-0.11] | [−0.48;−0.16] | [−0.23;0.08] | [−0.05;0.25] | |
Indigenous × Content of ANC consultation (≥75%) | 0.18 a | 0.26 b | 0.12 c | 0.11 c | 0.03 | −0.07 |
[0.00;0.35] | [0.12;0.39] | [−0.01;0.24] | [−0.00;0.23] | [−0.08;0.14] | [−0.18;0.04] | |
Indigenous × Timely (first ANC visit during the first quarter) | −0.15 c | 0.02 | 0.06 | 0.09 | 0.04 | −0.10 c |
[−0.33;0.03] | [−0.12;0.16] | [−0.07;0.19] | [−0.03;0.21] | [−0.08;0.15] | [−0.21;0.02] | |
Indigenous × Frequent (At least four consultations) | 0.02 | −0.02 | 0.07 | 0.15 c | −0.07 | −0.03 |
[−0.22;0.25] | [−0.20;0.16] | [−0.11;0.24] | [−0.00;0.31] | [−0.22;0.08] | [−0.18;0.11] | |
Intercept | 2.21 b | 2.44 b | 2.54 b | 2.77 b | 3.03 b | 3.52 b |
[2.06;2.35] | [2.32;2.55] | [2.43;2.65] | [2.67;2.86] | [2.94;3.12] | [3.43;3.61] | |
Observations | 5287 | 5287 | 5287 | 5287 | 5287 | 5287 |
Note: a , b and c indicate statistical significance at 1, 5 and 10% error levels, respectively. CI95% in brackets. Covariates include: all variables showed in Table 1 , and the diagnosis of some health problem during pregnancy, any complication during childbirth and type of delivery (vaginal, urgent or planned cesarean).
d Adequate ANC is defined according to WHO criteria: pregnant woman had her first antenatal visit within the first trimester of pregnancy, had ≥4 ANC visits, and if the content of her antenatal care included ≥75% of the list of recommend care.
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