1 | 2017Q1–2018Q1 | 12% | 9% | 9% | 8% | 10% |
2 | 2017Q2–2018Q2 | 12% | 10% | 8% | 10% | 10% |
3 | 2017Q3–2018Q3 | 13% | 10% | 10% | 8% | 10% |
4 | 2017Q4–2018Q4 | 12% | 10% | 8% | 8% | 10% |
5 | 2018Q1–2019Q1 | 12% | 10% | 9% | 8% | 10% |
6 | 2018Q2–2019Q2 | 13% | 10% | 9% | 8% | 10% |
7 | 2018Q3–2019Q3 | 13% | 10% | 9% | 10% | 10% |
8 | 2018Q4–2019Q4 | 13% | 10% | 12% | 10% | 11% |
9 | 2019Q1–2020Q1 | 13% | 13% | 11% | 12% | 12% |
10 | 2019Q2–2020Q2 | 16% | 13% | 14% | 16% | 15% |
11 | 2019Q3–2020Q3 | 14% | 15% | 18% | 10% | 14% |
12 | 2019Q4–2020Q4 | 19% | 20% | 11% | 9% | 15% |
13 | 2020Q1–2021Q1 | 25% | 12% | 11% | . | 16% |
1 | 2017Q1–2018Q1 | 7% | 6% | 4% | 4% | 5% |
2 | 2017Q2–2018Q2 | |||||
3 | 2017Q3–2018Q3 | 7% | 6% | 4% | 4% | 5% |
4 | 2017Q4–2018Q4 | 7% | 5% | 4% | 3% | 5% |
5 | 2018Q1–2019Q1 | 7% | 5% | 5% | 3% | 5% |
6 | 2018Q2–2019Q2 | |||||
7 | 2018Q3–2019Q3 | 7% | 5% | 3% | 3% | 5% |
8 | 2018Q4–2019Q4 | 7% | 5% | 5% | 3% | 5% |
9 | 2019Q1–2020Q1 | 7% | 6% | 4% | 3% | 5% |
10 | 2019Q2–2020Q2 | |||||
11 | 2019Q3–2020Q3 | 7% | 5% | . | 48% | 20% |
12 | 2019Q4–2020Q4 | 8% | . | 49% | 18% | 25% |
13 | 2020Q1–2021Q1 | . | 52% | 21% | . | 36% |
Female | −0.188 (0.001) |
−0.202 (0.001) |
−0.208 (0.003) |
−0.209 (0.003) |
−0.236 (0.006) |
−0.253 (0.006) |
−0.316 (0.002) |
−0.314 (0.002) |
Post | −0.039 (0.002) |
−0.049 (0.002) |
−0.062 (0.005) |
−0.053 (0.006) |
−0.036 (0.005) |
−0.032 (0.007) |
−0.041 (0.003) |
−0.043 (0.003) |
Female*Post | −0.012 (0.003) |
−0.013 (0.003) |
−0.038 (0.008) |
−0.036 (0.008) |
−0.031 (0.009) |
−0.032 (0.009) |
0.003 (0.005) | 0.004 (0.005) |
Observations | 1,184,271 | 1,184,271 | 221,542 | 221,542 | 63,488 | 63,488 | 674,409 | 674,409 |
R−squared | 0.053 | 0.118 | 0.070 | 0.101 | 0.096 | 0.118 | 0.136 | 0.163 |
Female | −0.193 (0.002) |
−0.212 (0.001) |
−0.202 (0.003) |
−0.206 (0.003) |
−0.255 (0.006) |
−0.273 (0.007) |
−0.306 (0.002) |
−0.306 (0.002) |
Post | −0.050 (0.002) |
−0.067 (0.002) |
−0.088 (0.006) |
−0.077 (0.007) |
−0.040 (0.005) |
−0.046 (0.007) |
−0.060 (0.003) |
−0.060 (0.004) |
Female*Post | −0.011 (0.004) |
−0.012 (0.003) |
−0.021 (0.009) |
−0.019 (0.009) |
−0.022 (0.010) |
−0.022 (0.010) |
0.015 (0.005) |
0.015 (0.005) |
Observations | 1,184,271 | 1,184,271 | 221,542 | 221,542 | 63,488 | 63,488 | 674,409 | 674,409 |
R−squared | 0.047 | 0.107 | 0.057 | 0.086 | 0.097 | 0.117 | 0.119 | 0.143 |
Female | 0.033 (0.002) |
0.051 (0.002) |
0.039 (0.005) |
0.038 (0.004) |
0.049 (0.008) |
0.054 (0.008) |
0.141 (0.003) |
0.136 (0.003) |
Post | 0.030 (0.003) |
0.048 (0.005) |
0.232 (0.012) |
0.091 (0.025) |
0.073 (0.007) |
0.079 (0.016) |
0.032 (0.004) |
0.020 (0.006) |
Female*Post | 0.030 (0.004) |
0.029 (0.004) |
0.036 (0.017) |
0.005 (0.012) | 0.038 (0.013) |
0.035 (0.012) |
−0.013 (0.007) |
−0.011 (0.007) |
Observations | 178,649 | 178,649 | 24,770 | 24,770 | 10,550 | 10,550 | 82,087 | 82,087 |
R-squared | 0.007 | 0.079 | 0.053 | 0.457 | 0.032 | 0.070 | 0.034 | 0.103 |
Female | −0.178 (0.005) |
−0.191 (0.004) |
−0.220 (0.012) |
−0.165 (0.011) |
−0.261 (0.033) |
−0.268 (0.033) |
−0.278 (0.009) |
−0.277 (0.009) |
Post | −0.214 (0.007) |
−0.180 (0.010) |
−0.022 (0.028) | −0.187 (0.035) |
−0.114 (0.042) |
−0.032 (0.060) | −0.187 (0.018) |
−0.189 (0.021) |
Female*Post | 0.060 (0.008) |
0.061 (0.008) |
−0.013 (0.032) | 0.050 (0.025) |
0.025 (0.044) | 0.021 (0.043) | 0.084 (0.019) |
0.086 (0.019) |
Observations | 73,562 | 73,562 | 9,956 | 9,956 | 3,017 | 3,017 | 29,008 | 29,008 |
R-squared | 0.056 | 0.100 | 0.039 | 0.336 | 0.066 | 0.105 | 0.046 | 0.064 |
Age | 39.61 | 39.22 | 39.52 | 39.13 | 40.72 | 40.33 |
Low educ level | 0.32 | 0.39 | 0.32 | 0.39 | 0.31 | 0.38 |
Medium educ level | 0.44 | 0.44 | 0.44 | 0.44 | 0.44 | 0.44 |
High educ level | 0.24 | 0.18 | 0.24 | 0.18 | 0.25 | 0.18 |
At least one kid 0–5 | 0.25 | 0.25 | 0.25 | 0.25 | 0.24 | 0.24 |
At least one kid 6–12 | 0.33 | 0.29 | 0.33 | 0.29 | 0.33 | 0.30 |
At least one kid 13–17 | 0.27 | 0.23 | 0.26 | 0.22 | 0.27 | 0.23 |
Age | 39.73 | 39.38 | 39.63 | 39.29 | 40.62 | 40.36 |
Low educ level | 0.29 | 0.36 | 0.30 | 0.37 | 0.26 | 0.33 |
Medium educ level | 0.45 | 0.45 | 0.44 | 0.44 | 0.45 | 0.45 |
High educ level | 0.26 | 0.19 | 0.26 | 0.19 | 0.29 | 0.22 |
At least one kid 0–5 | 0.25 | 0.24 | 0.25 | 0.24 | 0.23 | 0.23 |
At least one kid 6–12 | 0.33 | 0.29 | 0.33 | 0.28 | 0.33 | 0.29 |
At least one kid 13–17 | 0.26 | 0.22 | 0.25 | 0.21 | 0.26 | 0.22 |
Age | 39.37 | 38.99 | 39.33 | 38.92 | 40.05 | 39.66 |
Low educ level | 0.17 | 0.17 | 0.17 | 0.16 | 0.16 | 0.16 |
Medium educ level | 0.54 | 0.53 | 0.54 | 0.53 | 0.55 | 0.54 |
High educ level | 0.29 | 0.31 | 0.29 | 0.31 | 0.28 | 0.29 |
At least one kid 0–5 | 0.30 | 0.29 | 0.30 | 0.29 | 0.29 | 0.28 |
At least one kid 6–12 | 0.41 | 0.36 | 0.40 | 0.36 | 0.41 | 0.37 |
At least one kid 13–17 | 0.32 | 0.28 | 0.32 | 0.28 | 0.33 | 0.30 |
Age | 39.53 | 39.14 | 39.39 | 39.06 | 40.02 | 39.57 |
Low educ level | 0.15 | 0.16 | 0.15 | 0.15 | 0.15 | 0.15 |
Medium educ level | 0.55 | 0.54 | 0.55 | 0.54 | 0.56 | 0.54 |
High educ level | 0.30 | 0.31 | 0.30 | 0.31 | 0.29 | 0.30 |
At least one kid 0–5 | 0.29 | 0.27 | 0.29 | 0.28 | 0.28 | 0.26 |
At least one kid 6–12 | 0.40 | 0.35 | 0.40 | 0.35 | 0.40 | 0.36 |
At least one kid 13–17 | 0.32 | 0.27 | 0.31 | 0.27 | 0.32 | 0.28 |
Age | 38.30 | 38.02 | 40.12 | 39.54 | ||
Low educ level | 0.32 | 0.40 | 0.33 | 0.43 | ||
Medium educ level | 0.41 | 0.43 | 0.41 | 0.41 | ||
High educ level | 0.27 | 0.17 | 0.26 | 0.16 | ||
At least one kid 0–5 | 0.37 | 0.32 | 0.33 | 0.30 | ||
At least one kid 6–12 | 0.45 | 0.34 | 0.47 | 0.35 | ||
At least one kid 13–17 | 0.35 | 0.26 | 0.38 | 0.28 | ||
Age | 38.36 | 38.09 | 39.90 | 39.48 | ||
Low educ level | 0.29 | 0.39 | 0.31 | 0.42 | ||
Medium educ level | 0.44 | 0.45 | 0.43 | 0.43 | ||
High educ level | 0.27 | 0.17 | 0.26 | 0.15 | ||
At least one kid 0–5 | 0.35 | 0.31 | 0.35 | 0.31 | ||
At least one kid 6–12 | 0.43 | 0.32 | 0.47 | 0.35 | ||
At least one kid 13–17 | 0.32 | 0.23 | 0.36 | 0.27 | ||
Age | 40.07 | 39.63 | 41.72 | 41.72 | ||
Low educ level | 0.18 | 0.20 | 0.24 | 0.27 | ||
Medium educ level | 0.46 | 0.46 | 0.46 | 0.46 | ||
High educ level | 0.36 | 0.34 | 0.31 | 0.27 | ||
At least one kid 0–5 | 0.30 | 0.26 | 0.28 | 0.24 | ||
At least one kid 6–12 | 0.39 | 0.31 | 0.39 | 0.31 | ||
At least one kid 13–17 | 0.29 | 0.23 | 0.30 | 0.23 | ||
Age | 40.21 | 39.65 | 41.92 | 41.40 | ||
Low educ level | 0.17 | 0.18 | 0.17 | 0.18 | ||
Medium educ level | 0.46 | 0.46 | 0.46 | 0.45 | ||
High educ level | 0.38 | 0.36 | 0.37 | 0.37 | ||
At least one kid 0–5 | 0.29 | 0.25 | 0.24 | 0.22 | ||
At least one kid 6–12 | 0.39 | 0.31 | 0.38 | 0.33 | ||
At least one kid 13–17 | 0.29 | 0.22 | 0.31 | 0.23 |
Initial: | Formal | 0.82 | 0.06 | 0.02 | 0.04 | 0.06 | Initial: | Formal | 0.80 | 0.03 | 0.01 | 0.05 | 0.10 |
Informal | 0.24 | 0.41 | 0.08 | 0.10 | 0.17 | Informal | 0.14 | 0.37 | 0.05 | 0.14 | 0.30 | ||
Self-emp | 0.08 | 0.07 | 0.61 | 0.06 | 0.19 | Self-emp | 0.04 | 0.03 | 0.56 | 0.07 | 0.29 | ||
Unemp | 0.17 | 0.14 | 0.09 | 0.25 | 0.35 | Unemp | 0.12 | 0.06 | 0.05 | 0.32 | 0.44 | ||
OLF | 0.05 | 0.07 | 0.09 | 0.11 | 0.69 | OLF | 0.03 | 0.03 | 0.05 | 0.08 | 0.81 | ||
Initial: | Formal | 0.86 | 0.03 | 0.02 | 0.04 | 0.05 | Initial: | Formal | 0.80 | 0.02 | 0.01 | 0.04 | 0.13 |
Informal | 0.25 | 0.35 | 0.14 | 0.08 | 0.18 | Informal | 0.14 | 0.10 | 0.12 | 0.15 | 0.49 | ||
Self-emp | 0.07 | 0.10 | 0.54 | 0.04 | 0.25 | Self-emp | 0.03 | 0.04 | 0.31 | 0.07 | 0.54 | ||
Unemp | 0.25 | 0.12 | 0.11 | 0.18 | 0.34 | Unemp | 0.14 | 0.06 | 0.05 | 0.17 | 0.58 | ||
OLF | 0.07 | 0.06 | 0.11 | 0.08 | 0.68 | OLF | 0.04 | 0.03 | 0.09 | 0.08 | 0.76 | ||
Initial: | Formal | 0.91 | 0.03 | 0.02 | 0.02 | 0.03 | Initial: | Formal | 0.86 | 0.02 | 0.01 | 0.03 | 0.08 |
Informal | 0.13 | 0.66 | 0.02 | 0.06 | 0.13 | Informal | 0.11 | 0.53 | 0.04 | 0.04 | 0.27 | ||
Self-emp | 0.03 | 0.03 | 0.79 | 0.02 | 0.13 | Self-emp | 0.03 | 0.05 | 0.64 | 0.01 | 0.26 | ||
Unemp | 0.13 | 0.16 | 0.08 | 0.16 | 0.47 | Unemp | 0.11 | 0.06 | 0.06 | 0.11 | 0.66 | ||
OLF | 0.04 | 0.08 | 0.11 | 0.07 | 0.70 | OLF | 0.02 | 0.05 | 0.08 | 0.04 | 0.82 | ||
Initial: | Formal | 0.77 | 0.09 | 0.02 | 0.02 | 0.10 | Initial: | Formal | 0.77 | 0.06 | 0.02 | 0.03 | 0.12 |
Informal | 0.19 | 0.44 | 0.08 | 0.03 | 0.25 | Informal | 0.15 | 0.39 | 0.08 | 0.05 | 0.33 | ||
Self-emp | 0.05 | 0.13 | 0.43 | 0.02 | 0.37 | Self-emp | 0.04 | 0.10 | 0.42 | 0.03 | 0.42 | ||
Unemp | 0.23 | 0.18 | 0.08 | 0.10 | 0.41 | Unemp | 0.20 | 0.15 | 0.06 | 0.07 | 0.52 | ||
OLF | 0.06 | 0.11 | 0.12 | 0.04 | 0.67 | OLF | 0.06 | 0.07 | 0.09 | 0.03 | 0.74 |
Female*Q1P | −0.007 (0.003) |
−0.008 (0.003) |
−0.033 (0.009) |
−0.031 (0.009) |
−0.028 (0.010) |
−0.029 (0.010) |
||
Female*Q2P | −0.019 (0.004) |
−0.020 (0.004) |
−0.045 (0.009) |
−0.043 (0.009) |
−0.041 (0.010) |
−0.041 (0.010) |
0.001 (0.006) | 0.001 (0.005) |
Female*Q3P | −0.011 (0.005) |
−0.013 (0.004) |
−0.036 (0.011) |
−0.036 (0.010) |
−0.023 (0.012) |
−0.023 (0.012) |
0.007 (0.007) | 0.008 (0.007) |
Observations | 1,184,271 | 1,184,271 | 221,542 | 221,542 | 63,488 | 63,488 | 674,409 | 674,409 |
R-squared | 0.054 | 0.118 | 0.070 | 0.101 | 0.097 | 0.118 | 0.136 | 0.163 |
Female*Q1P | −0.002 (0.004) | −0.003 (0.003) | −0.019 (0.010) |
−0.017 (0.010) |
−0.007 (0.010) | −0.008 (0.010) | ||
Female*Q2P | −0.018 (0.004) |
−0.019 (0.004) |
−0.019 (0.010) |
−0.017 (0.010) |
−0.032 (0.011) |
−0.032 (0.011) |
0.011 (0.006) |
0.011 (0.006) |
Female*Q3P | −0.017 (0.005) |
−0.019 (0.005) |
−0.027 (0.012) |
−0.026 (0.011) |
−0.032 (0.013) |
−0.032 (0.013) |
0.021 (0.007) |
0.021 (0.007) |
Observations | 1,184,271 | 1,184,271 | 221,542 | 221,542 | 63,488 | 63,488 | 674,409 | 674,409 |
R−squared | 0.047 | 0.107 | 0.057 | 0.086 | 0.098 | 0.117 | 0.119 | 0.143 |
Female*Q1P | 0.022 (0.003) |
0.022 (0.003) |
0.038 (0.010) |
0.036 (0.009) |
0.034 (0.009) |
0.032 (0.009) |
||
Female*Q2P | 0.019 (0.003) |
0.018 (0.003) |
−0.005 (0.007) | −0.008 (0.007) | 0.015 (0.007) |
0.013 (0.007) |
0.064 (0.007) |
0.065 (0.007) |
Female*Q3P | −0.009 (0.002) |
−0.009 (0.002) |
−0.024 (0.006) |
−0.027 (0.006) |
−0.015 (0.006) |
−0.017 (0.006) |
−0.026 (0.007) |
−0.025 (0.007) |
Observations | 411,231 | 411,231 | 80,113 | 80,113 | 24,913 | 24,913 | 148,678 | 148,678 |
R−squared | 0.008 | 0.036 | 0.020 | 0.057 | 0.027 | 0.042 | 0.023 | 0.050 |
Female*Q1P | 0.013 (0.005) |
0.013 (0.005) |
−0.012 (0.020) | −0.012 (0.020) | −0.077 (0.031) |
−0.078 (0.031) |
||
Female*Q2P | 0.026 (0.006) |
0.026 (0.006) |
0.059 (0.017) |
0.059 (0.017) |
0.072 (0.026) |
0.071 (0.025) |
−0.083 (0.021) |
−0.084 (0.021) |
Female*Q3P | 0.043 (0.006) |
0.042 (0.006) |
0.032 (0.019) |
0.032 (0.019) |
0.076 (0.027) |
0.075 (0.026) |
0.078 (0.021) |
0.078 (0.021) |
Observations | 168,773 | 168,773 | 29,463 | 29,463 | 7,197 | 7,197 | 52,818 | 52,818 |
R−squared | 0.019 | 0.049 | 0.020 | 0.063 | 0.034 | 0.049 | 0.015 | 0.052 |
Female | −0.285 (0.003) |
−0.200 (0.002) |
−0.068 (0.002) |
−0.280 (0.011) |
−0.278 (0.004) |
−0.113 (0.004) |
−0.303 (0.011) |
−0.268 (0.009) |
−0.121 (0.011) |
−0.380 (0.004) |
−0.372 (0.002) |
−0.163 (0.003) |
Post | −0.057 (0.004) |
−0.043 (0.003) |
−0.027 (0.004) |
−0.077 (0.019) |
−0.049 (0.008) |
−0.044 (0.008) |
−0.031 (0.009) |
−0.035 (0.008) |
−0.029 (0.013) |
−0.050 (0.009) |
−0.038 (0.004) |
−0.042 (0.005) |
Female*Post | −0.017 (0.006) |
−0.030 (0.004) |
−0.017 (0.005) |
−0.054 (0.027) |
−0.051 (0.012) |
−0.029 (0.011) |
−0.021 (0.016) | −0.055 (0.014) |
−0.009 (0.017) | 0.014 (0.014) | −0.002 (0.007) | −0.002 (0.009) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R−squared | 0.127 | 0.111 | 0.125 | 0.176 | ||||||||
Female | −0.280 (0.003) |
−0.219 (0.002) |
−0.081 (0.003) |
−0.276 (0.011) |
−0.272 (0.005) |
−0.113 (0.005) |
−0.321 (0.011) |
−0.294 (0.010) |
−0.131 (0.013) |
−0.370 (0.005) |
−0.364 (0.002) |
−0.156 (0.003) |
Post | −0.078 (0.004) |
−0.063 (0.003) |
−0.041 (0.004) |
−0.127 (0.021) |
−0.071 (0.009) |
−0.066 (0.009) |
−0.036 (0.009) |
−0.060 (0.010) |
−0.036 (0.015) |
−0.074 (0.010) |
−0.055 (0.005) |
−0.058 (0.006) |
Female*Post | −0.016 (0.007) |
−0.031 (0.005) |
−0.011 (0.006) |
−0.010 (0.028) | −0.041 (0.013) |
−0.010 (0.013) | −0.022 (0.016) | −0.027 (0.015) |
−0.015 (0.020) | 0.032 (0.015) |
0.008 (0.007) | 0.010 (0.010) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R−squared | 0.113 | 0.094 | 0.124 | 0.154 | ||||||||
Female | 0.065 (0.004) |
0.055 (0.003) |
0.024 (0.003) |
0.074 (0.016) |
0.047 (0.006) |
0.021 (0.006) |
0.067 (0.015) |
0.049 (0.012) |
0.040 (0.014) |
0.186 (0.009) |
0.169 (0.004) |
0.060 (0.004) |
Post | 0.053 (0.006) |
0.048 (0.005) |
0.039 (0.006) |
0.226 (0.038) |
0.071 (0.026) |
0.082 (0.026) |
0.063 (0.018) |
0.093 (0.019) |
0.079 (0.023) |
0.029 (0.012) |
0.022 (0.007) |
0.012 (0.009) |
Female*Post | 0.052 (0.009) |
0.041 (0.006) |
0.012 (0.006) |
−0.088 (0.041) |
0.056 (0.019) |
−0.013 (0.016) | 0.039 (0.023) |
0.060 (0.020) |
−0.007 (0.023) | −0.013 (0.020) | −0.020 (0.009) |
0.009 (0.011) |
Observations | 178,649 | 24,770 | 10,550 | 82,087 | ||||||||
R-squared | 0.080 | 0.459 | 0.072 | 0.107 | ||||||||
Female | −0.198 (0.006) |
−0.210 (0.007) |
−0.102 (0.013) |
−0.081 (0.026) |
−0.236 (0.016) |
−0.117 (0.018) |
−0.252 (0.050) |
−0.293 (0.053) |
−0.258 (0.077) |
−0.191 (0.019) |
−0.335 (0.013) |
−0.250 (0.017) |
Post | −0.158 (0.012) |
−0.210 (0.014) |
−0.173 (0.021) |
−0.089 (0.058) | −0.207 (0.044) |
−0.217 (0.042) |
−0.085 (0.073) | 0.063 (0.082) | −0.079 (0.102) | −0.186 (0.038) |
−0.167 (0.028) |
−0.233 (0.034) |
Female*Post | 0.051 (0.011) |
0.086 (0.012) |
0.035 (0.022) | −0.042 (0.058) | 0.101 (0.039) |
0.005 (0.038) | 0.070 (0.064) | −0.092 (0.072) | 0.132 (0.099) | 0.076 (0.040) |
0.061 (0.027) |
0.141 (0.036) |
Observations | 73,562 | 9,956 | 3,017 | 29,008 | ||||||||
R-squared | 0.102 | 0.340 | 0.112 | 0.066 |
Age | 40.18 | 39.69 | 40.99 | 40.12 | 39.54 | 38.82 | 39.97 | 39.36 |
0–8 years of educ | 0.32 | 0.38 | 0.12 | 0.11 | 0.33 | 0.43 | 0.17 | 0.16 |
9–13 years of educ | 0.44 | 0.44 | 0.47 | 0.47 | 0.41 | 0.42 | 0.56 | 0.55 |
14+ years of educ | 0.25 | 0.18 | 0.41 | 0.42 | 0.26 | 0.15 | 0.28 | 0.29 |
At least one children 0–5 | 0.25 | 0.24 | 0.30 | 0.26 | 0.36 | 0.31 | 0.30 | 0.29 |
At least one children 6–12 | 0.33 | 0.30 | 0.38 | 0.30 | 0.48 | 0.36 | 0.42 | 0.38 |
At least one children 13–17 | 0.27 | 0.23 | 0.30 | 0.24 | 0.38 | 0.29 | 0.34 | 0.29 |
Employee formal | 0.41 | 0.50 | 0.47 | 0.66 | 0.34 | 0.40 | 0.35 | 0.58 |
Employee informal | 0.09 | 0.09 | 0.07 | 0.07 | 0.15 | 0.09 | 0.15 | 0.20 |
Self employed | 0.12 | 0.23 | 0.11 | 0.13 | 0.16 | 0.43 | 0.10 | 0.13 |
Unemployed | 0.08 | 0.07 | 0.05 | 0.06 | 0.04 | 0.02 | 0.02 | 0.03 |
OLF | 0.30 | 0.11 | 0.29 | 0.09 | 0.30 | 0.06 | 0.38 | 0.06 |
Observations | 476,332 | 387,872 | 103,131 | 78,477 | 15,455 | 13,748 | 227,556 | 178,745 |
Individuals | 102,085 | 83,159 | 22,041 | 16,775 | 3,333 | 2,961 | 49,851 | 39,169 |
Quarters | 4.67 | 4.66 | 4.68 | 4.68 | 4.64 | 4.64 | 4.56 | 4.56 |
Age | 40.14 | 39.76 | 41.14 | 40.56 | 39.89 | 39.12 | 40.03 | 39.38 |
0–8 years of educ | 0.27 | 0.34 | 0.10 | 0.10 | 0.31 | 0.43 | 0.15 | 0.15 |
9–13 years of educ | 0.45 | 0.45 | 0.45 | 0.43 | 0.42 | 0.42 | 0.56 | 0.55 |
14+ years of educ | 0.28 | 0.21 | 0.45 | 0.46 | 0.27 | 0.15 | 0.29 | 0.30 |
At least one children 0–5 | 0.24 | 0.24 | 0.25 | 0.22 | 0.36 | 0.32 | 0.28 | 0.27 |
At least one children 6–12 | 0.33 | 0.29 | 0.39 | 0.33 | 0.46 | 0.36 | 0.40 | 0.36 |
At least one children 13–17 | 0.26 | 0.21 | 0.30 | 0.24 | 0.37 | 0.29 | 0.33 | 0.28 |
Employee formal | 0.40 | 0.50 | 0.45 | 0.67 | 0.34 | 0.40 | 0.35 | 0.56 |
Employee informal | 0.09 | 0.08 | 0.04 | 0.04 | 0.14 | 0.08 | 0.13 | 0.19 |
Self employed | 0.12 | 0.23 | 0.09 | 0.09 | 0.15 | 0.42 | 0.10 | 0.13 |
Unemployed | 0.08 | 0.07 | 0.06 | 0.07 | 0.04 | 0.02 | 0.02 | 0.04 |
OLF | 0.31 | 0.12 | 0.36 | 0.12 | 0.33 | 0.08 | 0.39 | 0.08 |
Observations | 175,873 | 144,194 | 23,840 | 16,094 | 18,286 | 15,999 | 45,155 | 36,363 |
Individuals | 36,829 | 30,223 | 5,343 | 3,603 | 3,877 | 3,396 | 12,302 | 9,935 |
Quarters | 4.78 | 4.77 | 4.46 | 4.47 | 4.72 | 4.71 | 3.67 | 3.66 |
1 | 2017Q1–2017Q4 | Observations | 85,728 | 24,012 | 2,784 | 49,496 |
Individuals | 21,432 | 6,003 | 696 | 12,374 | ||
Quarters | 4 | 4 | 4 | 4 | ||
2 | 2017Q2–2018Q2 | Observations | 104,560 | 30,010 | 3,465 | − |
Individuals | 20,912 | 6,002 | 693 | |||
Quarters | 5 | 5 | 5 | |||
3 | 2017Q3–2018Q3 | Observations | 104,165 | 30,175 | 3,645 | 61,160 |
Individuals | 20,833 | 6,035 | 729 | 12,232 | ||
Quarters | 5 | 5 | 5 | 5 | ||
4 | 2017Q4–2018Q4 | Observations | 104,345 | 30,415 | 2,730 | 63,725 |
Individuals | 20,869 | 6,083 | 546 | 12,745 | ||
Quarters | 5 | 5 | 5 | 5 | ||
5 | 2018Q1–2018Q4 | Observations | 85,084 | 24,960 | 3,028 | 50,820 |
Individuals | 21,271 | 6,240 | 757 | 12,705 | ||
Quarters | 4 | 4 | 4 | 4 | ||
6 | 2018Q2–2019Q2 | Observations | 102,350 | 25,925 | 3,635 | − |
Individuals | 20,470 | 5,185 | 727 | |||
Quarters | 5 | 5 | 5 | |||
7 | 2018Q3–2019Q3 | Observations | 102,695 | 10,210 | 3,695 | 64,010 |
Individuals | 20,539 | 2,042 | 739 | 12,802 | ||
Quarters | 5 | 5 | 5 | 5 | ||
8 | 2018Q4–2019Q4 | Observations | 98,025 | 4,985 | 2,965 | 62,210 |
Individuals | 19,605 | 997 | 593 | 12,442 | ||
Quarters | 5 | 5 | 5 | 5 | ||
9 | 2019Q1–2019Q4 | Observations | 77,252 | 916 | 3,256 | 54,880 |
Individuals | 19,313 | 229 | 814 | 13,720 | ||
Quarters | 4 | 4 | 4 | 4 | ||
10 | 2019Q2–2020Q2 | Observations | 87,235 | 3,365 | 6,325 | − |
Individuals | 17,447 | 673 | 1,265 | |||
Quarters | 5 | 5 | 5 | |||
11 | 2019Q3–2020Q3 | Observations | 88,260 | 9,365 | 8,765 | 32,340 |
Individuals | 17,652 | 1,873 | 1,753 | 8,085 | ||
Quarters | 5 | 5 | 5 | 4 | ||
12 | 2019Q4–2020Q4 | Observations | 83,800 | 8,020 | 10,875 | 26,888 |
Individuals | 16,760 | 1,604 | 2,175 | 6,722 | ||
Quarters | 5 | 5 | 5 | 4 | ||
13 | 2020Q1–2020Q4 | Observations | 60,772 | 19,184 | 8,320 | 22,290 |
Individuals | 15,193 | 4,796 | 2,080 | 7,430 | ||
Quarters | 4 | 4 | 4 | 3 |
Female | −0.006 (0.002) |
0.070 (0.001) |
−0.064 (0.002) |
−0.056 (0.004) |
0.031 (0.002) |
0.026 (0.003) |
−0.006 (0.010) | 0.177 (0.007) |
−0.171 (0.009) |
−0.073 (0.002) |
0.044 (0.002) |
0.030 (0.002) |
Post | 0.016 (0.003) |
−0.007 (0.002) |
−0.009 (0.003) |
0.031 (0.006) |
−0.011 (0.004) |
−0.020 (0.006) |
−0.019 (0.008) |
−0.002 (0.007) | 0.021 (0.008) |
−0.010 (0.005) |
0.005 (0.004) | 0.005 (0.004) |
Female*Post | 0.011 (0.004) |
−0.012 (0.003) |
0.001 (0.004) | −0.005 (0.009) | −0.012 (0.005) |
0.017 (0.008) |
0.028 (0.013) |
−0.028 (0.010) |
−0.000 (0.013) | 0.032 (0.007) |
−0.031 (0.006) |
−0.001 (0.006) |
Observations | 836,760 | 836,760 | 836,760 | 162,027 | 162,027 | 162,027 | 48,529 | 48,529 | 48,529 | 496,498 | 496,498 | 496,498 |
R-squared | 0.100 | 0.073 | 0.042 | 0.048 | 0.023 | 0.031 | 0.154 | 0.078 | 0.126 | 0.126 | 0.087 | 0.031 |
Female | 0.028 (0.002) |
0.065 (0.007) |
0.105 (0.005) |
0.019 (0.004) |
0.062 (0.016) |
0.112 (0.013) |
0.015 (0.009) |
0.128 (0.022) |
0.102 (0.017) |
0.071 (0.003) |
0.201 (0.007) |
0.297 (0.009) |
Post | 0.033 (0.005) |
0.061 (0.011) |
0.077 (0.007) |
0.058 (0.025) |
0.265 (0.044) |
0.216 (0.035) |
0.079 (0.018) |
0.126 (0.030) |
0.067 (0.018) |
0.004 (0.006) | 0.057 (0.012) |
0.038 (0.014) |
Female*Post | 0.023 (0.004) |
0.087 (0.014) |
0.018 (0.009) |
0.009 (0.013) | −0.048 (0.046) | −0.038 (0.032) | −0.001 (0.015) | 0.058 (0.037) | 0.057 (0.026) |
0.001 (0.007) | −0.017 (0.016) | −0.054 (0.020) |
Observations | 178,649 | 178,649 | 178,649 | 24,770 | 24,770 | 24,770 | 10,550 | 10,550 | 10,550 | 82,087 | 82,087 | 82,087 |
R-squared | 0.082 | 0.082 | 0.082 | 0.462 | 0.462 | 0.462 | 0.081 | 0.081 | 0.081 | 0.115 | 0.115 | 0.115 |
Female | −0.036 (0.007) |
0.111 (0.007) |
−0.075 (0.008) |
−0.103 (0.022) |
0.021 (0.020) | 0.082 (0.022) |
−0.070 (0.043) | 0.249 (0.048) |
−0.179 (0.056) |
−0.078 (0.011) |
−0.027 (0.012) |
0.106 (0.012) |
Post | 0.024 (0.019) | −0.006 (0.019) | −0.018 (0.021) | 0.053 (0.057) | −0.109 (0.045) |
0.056 (0.056) | −0.004 (0.070) | −0.003 (0.095) | 0.007 (0.103) | −0.008 (0.030) | 0.004 (0.032) | 0.003 (0.030) |
Female*Post | 0.005 (0.018) | −0.035 (0.019) |
0.030 (0.020) | −0.086 (0.066) | 0.034 (0.055) | 0.052 (0.067) | 0.023 (0.056) | −0.198 (0.069) |
0.175 (0.078) |
0.018 (0.029) | −0.012 (0.030) | −0.006 (0.028) |
Observations | 19,844 | 19,844 | 19,844 | 2,546 | 2,546 | 2,546 | 667 | 667 | 667 | 10,546 | 10,546 | 10,546 |
R-squared | 0.093 | 0.054 | 0.037 | 0.053 | 0.045 | 0.069 | 0.109 | 0.077 | 0.083 | 0.089 | 0.043 | 0.054 |
Female | –0.145 (0.002) |
–0.268 (0.003) |
–0.240 (0.002) |
–0.125 (0.005) |
–0.264 (0.008) |
–0.260 (0.004) |
–0.209 (0.012) |
–0.315 (0.017) |
−0.264 (0.007) |
−0.221 (0.003) |
−0.365 (0.005) |
−0.359 (0.002) |
Post | −0.044 (0.003) |
−0.045 (0.005) |
−0.046 (0.003) |
−0.079 (0.009) |
−0.059 (0.013) |
−0.058 (0.006) |
−0.036 (0.009) |
−0.027 (0.012) |
−0.038 (0.006) |
−0.054 (0.005) |
−0.030 (0.007) |
−0.030 (0.003) |
Female*Post | −0.007 (0.005) | −0.012 (0.009) | −0.022 (0.004) |
−0.017 (0.013) | −0.016 (0.023) | −0.058 (0.010) |
0.002 (0.018) | −0.075 (0.027) |
−0.038 (0.011) |
−0.000 (0.009) | −0.005 (0.015) | −0.004 (0.006) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R−squared | 0.113 | 0.104 | 0.119 | 0.166 | ||||||||
Female | −0.143 (0.002) |
−0.291 (0.004) |
−0.256 (0.002) |
−0.114 (0.005) |
−0.268 (0.009) |
−0.261 (0.004) |
−0.218 (0.013) |
−0.338 (0.018) |
−0.289 (0.008) |
−0.205 (0.003) |
−0.360 (0.005) |
−0.355 (0.002) |
Post | −0.056 (0.004) |
−0.059 (0.006) |
−0.059 (0.003) |
−0.102 (0.010) |
−0.091 (0.016) |
−0.087 (0.008) |
−0.038 (0.010) |
−0.028 (0.015) |
−0.045 (0.007) |
−0.073 (0.006) |
−0.053 (0.009) |
−0.048 (0.004) |
Female*Post | −0.009 (0.005) |
−0.003 (0.010) | −0.021 (0.005) |
−0.010 (0.015) | 0.008 (0.025) | −0.035 (0.012) |
0.003 (0.019) | −0.060 (0.029) |
−0.026 (0.012) |
0.011 (0.010) | 0.011 (0.016) | 0.006 (0.007) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R−squared | 0.101 | 0.089 | 0.118 | 0.145 | ||||||||
Female | 0.031 (0.003) |
0.070 (0.005) |
0.061 (0.003) |
0.025 (0.008) |
0.074 (0.015) |
0.074 (0.007) |
0.043 (0.016) |
0.089 (0.025) |
0.049 (0.010) |
0.089 (0.005) |
0.158 (0.009) |
0.158 (0.004) |
Post | 0.028 (0.004) |
0.040 (0.007) |
0.035 (0.004) |
0.249 (0.017) |
0.279 (0.034) |
0.224 (0.016) |
0.082 (0.013) |
0.087 (0.020) |
0.068 (0.009) |
0.034 (0.007) |
0.031 (0.012) |
0.026 (0.005) |
Female*Post | 0.027 (0.006) |
0.013 (0.011) | 0.037 (0.006) |
−0.007 (0.025) | 0.006 (0.047) | 0.054 (0.021) |
0.021 (0.024) | 0.078 (0.041) |
0.038 (0.015) |
−0.001 (0.012) | 0.010 (0.021) | −0.016 (0.009) |
Observations | 178,649 | 24,770 | 10,550 | 82,087 | ||||||||
R−squared | 0.065 | 0.156 | 0.060 | 0.094 | ||||||||
Female | −0.126 (0.006) |
−0.293 (0.016) |
−0.247 (0.007) |
−0.112 (0.019) |
−0.320 (0.043) |
−0.305 (0.019) |
−0.230 (0.047) |
−0.392 (0.099) |
−0.297 (0.056) |
−0.183 (0.013) |
−0.393 (0.028) |
−0.368 (0.014) |
Post | −0.193 (0.009) |
−0.223 (0.027) |
−0.241 (0.012) |
0.011 (0.037) | 0.066 (0.089) | −0.086 (0.047) |
−0.123 (0.055) |
−0.088 (0.132) | −0.112 (0.069) | −0.196 (0.023) |
−0.123 (0.062) |
−0.184 (0.030) |
Female*Post | 0.053 (0.010) |
0.069 (0.029) |
0.073 (0.013) |
−0.048 (0.046) | −0.121 (0.100) | 0.051 (0.051) | 0.069 (0.063) | −0.033 (0.139) | 0.019 (0.072) | 0.079 (0.027) |
0.016 (0.065) | 0.088 (0.032) |
Observations | 73,562 | 9,956 | 3,017 | 29,008 | ||||||||
R-squared | 0.076 | 0.059 | 0.083 | 0.058 |
Initial: | Formal | 0.83 | 0.04 | 0.05 | 0.04 | 0.04 | Initial: | Formal | 0.83 | 0.03 | 0.04 | 0.05 | 0.06 |
Informal | 0.24 | 0.33 | 0.24 | 0.11 | 0.09 | Informal | 0.17 | 0.38 | 0.16 | 0.13 | 0.17 | ||
Self-emp | 0.10 | 0.10 | 0.66 | 0.07 | 0.07 | Self-emp | 0.07 | 0.05 | 0.65 | 0.09 | 0.15 | ||
Unemp | 0.21 | 0.15 | 0.23 | 0.23 | 0.18 | Unemp | 0.15 | 0.10 | 0.13 | 0.34 | 0.28 | ||
OLF | 0.08 | 0.07 | 0.13 | 0.14 | 0.59 | OLF | 0.05 | 0.05 | 0.08 | 0.12 | 0.70 | ||
Initial: | Formal | 0.85 | 0.03 | 0.03 | 0.05 | 0.03 | Initial: | Formal | 0.80 | 0.02 | 0.02 | 0.07 | 0.09 |
Informal | 0.31 | 0.30 | 0.19 | 0.09 | 0.11 | Informal | 0.25 | 0.13 | 0.14 | 0.16 | 0.31 | ||
Self-emp | 0.14 | 0.14 | 0.58 | 0.06 | 0.09 | Self-emp | 0.08 | 0.05 | 0.35 | 0.16 | 0.36 | ||
Unemp | 0.36 | 0.13 | 0.16 | 0.17 | 0.18 | Unemp | 0.27 | 0.04 | 0.09 | 0.19 | 0.40 | ||
OLF | 0.16 | 0.10 | 0.12 | 0.12 | 0.51 | OLF | 0.15 | 0.04 | 0.09 | 0.19 | 0.54 | ||
Initial: | Formal | 0.91 | 0.02 | 0.03 | 0.03 | 0.02 | Initial: | Formal | 0.82 | 0.05 | 0.04 | 0.03 | 0.07 |
Informal | 0.21 | 0.63 | 0.11 | 0.03 | 0.03 | Informal | 0.14 | 0.60 | 0.12 | 0.06 | 0.08 | ||
Self-emp | 0.03 | 0.04 | 0.87 | 0.02 | 0.04 | Self-emp | 0.03 | 0.02 | 0.83 | 0.02 | 0.10 | ||
Unemp | 0.18 | 0.15 | 0.36 | 0.15 | 0.16 | Unemp | 0.14 | 0.14 | 0.14 | 0.03 | 0.55 | ||
OLF | 0.05 | 0.06 | 0.29 | 0.05 | 0.55 | OLF | 0.04 | 0.07 | 0.20 | 0.06 | 0.63 | ||
Initial: | Formal | 0.80 | 0.10 | 0.03 | 0.03 | 0.03 | Initial: | Formal | 0.80 | 0.09 | 0.03 | 0.04 | 0.05 |
Informal | 0.28 | 0.44 | 0.16 | 0.05 | 0.07 | Informal | 0.21 | 0.45 | 0.15 | 0.07 | 0.12 | ||
Self-emp | 0.12 | 0.26 | 0.49 | 0.04 | 0.09 | Self-emp | 0.10 | 0.21 | 0.47 | 0.06 | 0.17 | ||
Unemp | 0.32 | 0.25 | 0.14 | 0.11 | 0.17 | Unemp | 0.26 | 0.15 | 0.13 | 0.16 | 0.29 | ||
OLF | 0.13 | 0.17 | 0.14 | 0.10 | 0.46 | OLF | 0.10 | 0.14 | 0.11 | 0.08 | 0.56 |
Female*Q1P | −0.001 (0.005) | −0.013 (0.009) | −0.017 (0.005) |
−0.018 (0.015) | 0.001 (0.028) | −0.051 (0.012) |
−0.001 (0.018) | −0.077 (0.029) |
−0.030 (0.012) |
|||
Female*Q2P | −0.017 (0.006) |
−0.012 (0.011) | −0.029 (0.005) |
−0.019 (0.016) | −0.028 (0.027) | −0.063 (0.012) |
0.003 (0.020) | −0.069 (0.031) |
−0.056 (0.012) |
0.003 (0.010) | −0.011 (0.017) | −0.010 (0.007) |
Female*Q3P | −0.007 (0.007) | −0.012 (0.013) | −0.024 (0.006) |
−0.013 (0.018) | −0.026 (0.031) | −0.061 (0.013) |
0.006 (0.024) | −0.079 (0.035) |
−0.027 (0.015) |
−0.005 (0.012) | 0.003 (0.020) | 0.005 (0.008) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R-squared | 0.113 | 0.104 | 0.120 | 0.166 | ||||||||
Female*Q1P | −0.001 (0.005) | −0.001 (0.010) | −0.010 (0.005) |
−0.001 (0.016) | 0.060 (0.031) |
−0.047 (0.013) |
0.006 (0.019) | −0.061 (0.029) |
−0.002 (0.012) | |||
Female*Q2P | −0.016 (0.006) |
−0.007 (0.012) | −0.029 (0.006) |
−0.009 (0.017) | −0.014 (0.030) | −0.025 (0.014) |
0.007 (0.021) | −0.054 (0.033) |
−0.046 (0.014) |
0.013 (0.010) | 0.001 (0.018) | 0.000 (0.007) |
Female*Q3P | −0.017 (0.008) |
−0.001 (0.015) | −0.031 (0.007) |
−0.025 (0.019) | −0.042 (0.034) | −0.031 (0.015) |
−0.008 (0.025) | −0.067 (0.038) |
−0.036 (0.016) |
0.009 (0.012) | 0.028 (0.022) | 0.014 (0.009) |
Observations | 1,184,271 | 221,542 | 63,488 | 674,409 | ||||||||
R-squared | 0.101 | 0.089 | 0.118 | 0.146 | ||||||||
Female*Q1P | 0.013 (0.004) |
0.021 (0.008) |
0.030 (0.004) |
0.001 (0.015) | 0.022 (0.029) | 0.065 (0.013) |
0.025 (0.017) | 0.082 (0.030) |
0.029 (0.011) |
|||
Female*Q2P | 0.022 (0.004) |
−0.000 (0.008) | 0.021 (0.004) |
−0.006 (0.011) | 0.004 (0.019) | −0.011 (0.009) | −0.002 (0.014) | 0.026 (0.026) | 0.021 (0.009) |
0.042 (0.012) |
0.086 (0.023) |
0.078 (0.009) |
Female*Q3P | −0.002 (0.004) | −0.012 (0.007) |
−0.014 (0.003) |
−0.011 (0.010) | −0.033 (0.015) |
−0.037 (0.008) |
−0.008 (0.011) | −0.040 (0.019) |
−0.020 (0.008) |
−0.005 (0.013) | −0.046 (0.020) |
−0.033 (0.009) |
Observations | 411,231 | 80,113 | 24,913 | 148,678 | ||||||||
R-squared | 0.031 | 0.054 | 0.039 | 0.044 | ||||||||
Female*Q1P | 0.022 (0.007) |
−0.015 (0.022) | 0.010 (0.010) | 0.001 (0.026) | −0.015 (0.079) | −0.022 (0.036) | −0.084 (0.043) |
−0.278 (0.115) |
−0.034 (0.050) | |||
Female*Q2P | 0.023 (0.007) |
0.028 (0.022) | 0.034 (0.010) |
0.025 (0.024) | 0.023 (0.078) | 0.120 (0.029) |
0.104 (0.035) |
0.218 (0.061) |
0.030 (0.046) | −0.055 (0.028) |
−0.228 (0.074) |
−0.103 (0.035) |
Female*Q3P | 0.022 (0.008) |
0.084 (0.024) |
0.061 (0.011) |
−0.013 (0.023) | −0.058 (0.100) | 0.095 (0.031) |
0.115 (0.038) |
0.013 (0.122) | 0.076 (0.044) |
0.041 (0.030) | 0.181 (0.069) |
0.107 (0.035) |
Observations | 168,773 | 29,463 | 7,197 | 52,818 | ||||||||
R-squared | 0.026 | 0.026 | 0.043 | 0.019 |