Background
Methods
Data sources and study population
Pregnancy-related indicators
Variables | ICD-10 code |
---|---|
(1) Abortion | O00-O08 (O00-O089) |
(2) Delivery | |
2-1) Cesarean section | O82 (O820-O829), O842 |
2-2) Vaginal delivery | O80 (O800-O809), O81 (O810-O815), O83 (O830-O839), O840, O841 |
(3) Obstetric complications | |
3-1) Preeclampsia | O14 (O140-O149) |
3-2) Eclampsia | O15 (O150-O159) |
3-3) Gestational hypertension | O13 |
3-4) Gestational diabetes mellitus | O244 |
3-5) Placenta previa | O44 (O440-O441) |
3-6) Abruptio placentae | O45 (O450-O459) |
3-7) Obstructed labor | O64-O66 (O640-O669) |
3-8) Preterm delivery | O601 |
3-9) Acute pyelonephritis | O23 (O230-O239), N10, N12, N159 |
3-10) Perineal laceration | O702, O703 |
3-11) Obstetric hemorrhage | O67 (O670-O679), O72 (O720-O723) |
Statistical analysis
Results
General characteristics of study subjects
Variables | No. (%) of women | |||
---|---|---|---|---|
NHI | MA | Total |
P value
| |
Total | 457,336 (99.1) | 4244 (0.9) | 461,580 (100) | |
Age* | ||||
Mean ± SD | 31.6 ± 4.29 | 32.7 ± 6.57 | 31.6 ± 4.31 | <0.001 |
20-34 | 350,977(76.7) | 2399(56.5) | 353,376(76.6) | <0.001 |
≥ 35 | 106,359(23.3) | 1845(43.5) | 108,204(23.4) | |
Area* | <0.001 | |||
Metropolitan | 192,006 (42.0) | 1687 (39.8) | 193,693 (42.0) | |
City | 228,394(49.9) | 2020(47.6) | 230,414 (49.9) | |
Rural | 36,936 (8.1) | 537 (12.7) | 37,473 (8.1) | |
Level of Income*, a | <0.001 | |||
High (upper 25%) | 115,589 (25.3) | 0 (0.0) | 115,589 (25.0) | |
Medium (25-75%) | 229,966 (50.3) | 0 (0.0) | 229,966 (49.8) | |
Low (lower 25%) | 111,781 (24.4) | 4244(100) | 116,025 (25.1) | |
Charlson comorbidity index | 0.112 | |||
0 | 451,963(98.8) | 4183(98.6) | 456,146(98.8) | |
≥ 1 | 5373(1.2) | 61(1.4) | 5434(1.2) |
Prenatal care utilization
Variables | No. (%) of women | |||
---|---|---|---|---|
NHI (n = 457,336) | MA (n = 4244) | Total |
P value
| |
Prenatal care utilization | ||||
Frequency of prenatal care utilization | 9.4 ± 4.44 | 7.3 ± 4.69 | 9.4 ± 4.44 | <0.001 |
Adequacy of prenatal care utilization | <0.001 | |||
Adequate (≥ 9) | 198,623 (54.8) | 1113 (37.5) | 199,736 (54.6) | |
Intermediate (5–8) | 122,609 (33.8) | 982 (33.1) | 123,591 (33.8) | |
Inadequate (≤ 4) | 41,379 (11.4) | 873 (29.4) | 42,252 (11.6) | |
Obstetric outcome |
P value
| |||
Termination of pregnancy* | <0.001 | |||
Abortion | 94,725 (20.7) | 1276 (30.1) | 96,001 (20.8) | |
Delivery | 362,611 (79.3) | 2968 (69.9) | 365,579 (79.2) | |
Result of childbirth* | 0.025 | |||
Live birth | 361,967 (99.8) | 2957 (99.6) | 364,924 (99.8) | |
Stillbirth | 644 (0.2) | 11 (0.4) | 655 (0.2) | |
Subtotal | 362,611 (99.2) | 2968 (0.8) | 365,579 (100) | |
Type of delivery* | <0.001 | |||
Cesarean section | 143,558 (39.6) | 1360 (45.8) | 144,918 (39.6) | |
Vaginal delivery | 219,053 (60.4) | 1608 (54.2) | 220,661 (60.4) | |
Subtotal | 362,611 (99.2) | 2968 (0.8) | 365,579 (100) |
Obstetric outcomes and occurrence of obstetric complications
Variables | Abortion | Cesarean delivery | ||
---|---|---|---|---|
aOR (95% CI) | P value | aOR (95% CI) | P value | |
Age (year) | ||||
20-34 | 1.00 | 1.00 | ||
≥ 35 | 2.22 (2.19-2.25) | <0.001 | 1.85 (1.82-1.88) | <0.001 |
Region | ||||
Metropolitan | 1.00 | 1.00 | ||
City | 0.96 (0.95-0.98) | <0.001 | 1.06 (1.04-1.07) | <0.001 |
Rural | 1.02 (0.99-1.05) | 0.164 | 1.13 (1.10-1.16) | <0.001 |
Type of insurance | ||||
National Health Insurance | 1.00 | 1.00 | ||
Medical aid | 1.40 (1.31-1.50) | <0.001 | 1.17 (1.08-1.25) | <0.001 |
Charlson comorbidity index | ||||
0 | 1.00 | 1.00 | ||
≥ 1 | 0.49 (0.45-0.53) | <0.001 | 1.27 (1.20-1.35) | <0.001 |
Obstetric complications | No. (%) of women | |||
---|---|---|---|---|
NHI (n = 457,336) | MA (n = 4244) | Total |
P value
| |
Preeclampsia* | 2247 (0.6) | 44 (1.5) | 2291 (0.6) | <0.001 |
Eclampsia* | 82 (0.0) | 4 (0.1) | 86 (0.0) | 0.005 |
Gestational hypertension | 729 (0.2) | 7 (0.2) | 736 (0.2) | 0.677 |
Gestational diabetes mellitus* | 2338 (0.6) | 30 (1.0) | 2368 (0.6) | 0.016 |
Placenta previa | 2370 (0.7) | 22 (0.7) | 2392 (0.7) | 0.566 |
Abruptio placentae | 822 (0.2) | 4 (0.1) | 826 (0.2) | 0.340 |
Obstructed labor | 14,469 (4.0) | 130 (4.4) | 14,599 (4.0) | 0.300 |
Preterm delivery* | 4728 (1.3) | 62 (2.1) | 4790 (1.3) | <0.001 |
Acute pyelonephritis | 537 (0.1) | 4 (0.1) | 541 (0.1) | 1.000 |
Perineal laceration* | 5668 (1.6) | 27 (0.9) | 5695 (1.6) | 0.005 |
Obstetric hemorrhage* | 13,967 (3.9) | 140 (4.7) | 14,107 (3.9) | 0.017 |
Variables | Preterm delivery | Preeclampsia | Gestational diabetes mellitus | Perineal laceration | Obstetric hemorrhage | |||||
---|---|---|---|---|---|---|---|---|---|---|
aOR (95% CI) | P value | aOR (95% CI) | P value | aOR (95% CI) | P value | aOR (95% CI) | P value | aOR (95% CI) | P value | |
Age (year) | ||||||||||
20-34 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
≥ 35 | 1.16(1.08-1.24) | <0.001 | 1.49(1.36-1.64) | <0.001 | 1.99(1.82-2.17) | <0.001 | 0.71(0.65-0.77) | <0.001 | 1.06(1.02-1.11) | 0.005 |
Area | ||||||||||
Metropolitan | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
City | 0.95(0.90-1.01) | 0.123 | 0.97(0.89-1.06) | 0.488 | 0.79(0.73-0.86) | <0.001 | 1.33(1.26-1.41) | <0.001 | 0.80(0.77-0.83) | <0.001 |
Rural | 1.08(0.97-1.20) | 0.157 | 1.29(1.11-1.48) | 0.001 | 0.86(0.73-1.01) | 0.058 | 1.29(1.17-1.43) | <0.001 | 1.44(1.37-1.53) | <0.001 |
Type of insurance | ||||||||||
National Health Insurance | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
Medical aid | 1.35(1.04-1.74) | 0.022 | 1.98(1.46-2.67) | <0.001 | 1.43(0.99-2.06) | 0.055 | 0.66(0.45-0.97) | 0.033 | 1.28(1.08-1.52) | 0.005 |
Charlson comorbidity index | ||||||||||
0 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
≥ 1 | 1.41(1.13-1.76) | 0.002 | 1.99(1.53-2.59) | <0.001 | 9.22(8.08-10.52) | <0.001 | 0.59(0.43-0.81) | 0.001 | 1.19(1.04-1.37) | 0.013 |
Adequacy of prenatal care | ||||||||||
Adequate (≥ 9) | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
Intermediate (5–8) | 1.34(1.26-1.43) | <0.001 | 1.03(0.93-1.13) | 0.593 | 0.88(0.80-0.96) | 0.004 | 0.69(0.65-0.74) | <0.001 | 0.73(0.70-0.76) | <0.001 |
Inadequate (≤ 4) | 2.16(1.99-2.33) | <0.001 | 1.73(1.55-1.94) | <0.001 | 0.83(0.72-0.95) | 0.009 | 1.01(0.92-1.09) | 0.896 | 0.86(0.81-0.91) | <0.001 |
Cesarean section | ||||||||||
Yes | 1.00 | 1.00 | ||||||||
No (vaginal delivery) | 1871.61(467.96-7485.59) | <0.001 | 2.02(1.94-2.10) | <0.001 |