| Literature DB >> 34973435 |
Nicole F Roberts1, Ann E Sprague2, Monica Taljaard3, Deshayne B Fell4, Joel G Ray5, Modupe Tunde-Byass6, Anne Biringer7, Jon F R Barrett8, Faiza Khurshid9, Sanober Diaz10, Kara Bellai-Dussault2, Dana-Marie Radke11, Lise M Bisnaire2, Christine M Armour12, Ian C Joiner11, Mark C Walker13.
Abstract
OBJECTIVE: To determine the population-level impact of COVID-19 pandemic-related obstetric practice changes on maternal and newborn outcomes.Entities:
Keywords: COVID-19 pandemic; delivery of health care; maternal child; obstetrics; pregnancy outcome; time series
Mesh:
Year: 2021 PMID: 34973435 PMCID: PMC8716144 DOI: 10.1016/j.jogc.2021.12.006
Source DB: PubMed Journal: J Obstet Gynaecol Can ISSN: 1701-2163
Descriptive characteristics of pregnant individuals in Ontario by time period
| Characteristic | Period; no. (%) | Total, no. (%); n = 799 893 | |
|---|---|---|---|
| Pre-pandemic | COVID-19 wave 1 | ||
| Maternal age, y | |||
| <20 | 11 865 (1.7) | 1141 (1.2) | 13 006 (1.6) |
| 20–24 | 68 602 (9.7) | 7785 (8.3) | 76 387 (9.6) |
| 25–29 | 186 355 (26.4) | 23 771 (25.3) | 210 126 (26.3) |
| 30–34 | 263 727 (37.4) | 36 596 (38.9) | 300 323 (37.6) |
| 35–39 | 142 917 (20.3) | 20 254 (21.5) | 163 171 (20.4) |
| ≥40 | 31 692 (4.5) | 4569 (4.8) | 36 261 (4.5) |
| Missing | 609 (0.1) | 10 (0.01) | 619 (0.1) |
| Neighbourhood household median income quintiles | |||
| 1 (lowest) | 147 922 (23.1) | 18 794 (22.8) | 166 716 (23.0) |
| 2 | 119 194 (18.6) | 15 652 (19.0) | 134 846 (18.6) |
| 3 | 124 015 (19.3) | 15 902 (19.3) | 139 917 (19.3) |
| 4 | 147 240 (22.9) | 18 766 (22.8) | 166 006 (22.9) |
| 5 (highest) | 103 433 (16.1) | 13 178 (16.0) | 116 611 (16.1) |
| Missing | 63 963 (9.1) | 11 834 (12.6) | 75 797 (9.5) |
| Neighbourhood education quintile | |||
| 1 (lowest) | 110 062 (17.0) | 14 507 (17.5) | 124 569 (17.1) |
| 2 | 125 935 (19.5) | 16 770 (20.2) | 142 705 (19.5) |
| 3 | 140 124 (21.6) | 18 206 (22.0) | 158 330 (21.7) |
| 4 | 151 846 (23.5) | 18 920 (22.8) | 170 766 (23.4) |
| 5 (highest) | 119 209 (18.4) | 14 546 (17.5) | 133 755 (18.3) |
| Missing | 58 591 (8.3) | 11 177 (11.9) | 69 768 (8.7) |
| Parity | |||
| Nulliparous | 297 978 (42.5) | 41 354 (44.1) | 339 332 (42.7) |
| Multiparous | 403 361 (57.5) | 52 438 (55.9) | 455 799 (57.3) |
| Missing | 4428 (0.6) | 334 (0.4) | 4762 (0.6) |
| Pre-pregnancy BMI category | |||
| Underweight (<18.5 kg/m2) | 37 116 (5.8) | 4446 (5.3) | 41 562 (5.8) |
| Normal weight (18.5–24.9 kg/m2) | 324 129 (50.8) | 41 046 (48.7) | 365 175 (50.6) |
| Overweight (25.0–29.9 kg/m2) | 155 881 (24.5) | 21 672 (25.7) | 177 553 (24.6) |
| Obese (≥30 kg/m2) | 120 526 (18.9) | 17 098 (20.3) | 137 624 (19.1) |
| Missing | 68 115 (9.7) | 9864 (10.5) | 77 979 (9.7) |
| First prenatal visit in the first trimester | |||
| Yes | 596 449 (91.7) | 81 558 (93.0) | 678 007 (91.8) |
| No | 54 361 (8.3) | 6116 (7.0) | 60 477 (8.2) |
| Missing | 54 957 (7.8) | 6452 (6.8) | 61 409 (7.7) |
| Preexisting diabetes | |||
| Yes | 7309 (1.0) | 1069 (1.1) | 8378 (1.0) |
| No | 698 458 (99.0) | 93 057 (98.9) | 791 515 (99.0) |
| Gestational diabetes | |||
| Yes | 54 887 (7.8) | 8582 (9.1) | 63 469 (7.9) |
| No | 650 880 (92.2) | 85 544 (90.9) | 736 424 (92.1) |
| Preexisting hypertension | |||
| Yes | 6428 (0.9) | 1102 (1.2) | 7530 (0.9) |
| No | 699 339 (99.1) | 93 024 (98.8) | 792 363 (99.1) |
| Gestational hypertension | |||
| Yes | 24 716 (3.5) | 4107 (4.4) | 28 823 (3.6) |
| No | 681 051 (96.5) | 90 019 (95.6) | 771 070 (96.4) |
BMI: body mass index.
Pre-pandemic period includes births from March 1, 2015, to February 29, 2020.
COVID-19 wave 1 period includes births from March 1, 2020, to October 31, 2020.
Variables with missing data excluded from percentage calculations.
Percentage of university degrees among patients aged 25–64 years.
FigureTime series plots of length of stay, nitrous oxide use, preterm birth, and stillbirth.
Plots include terms for continuous time (week interval), a binary indicator for whether the time interval was before or after the start of the COVID-19 pandemic on March 1, 2020, and continuous time after the onset of COVID-19 wave 1 (number of week intervals after pandemic onset). The counterfactual line is what would have occurred in the absence of the pandemic (extrapolated preinterruption trend). +, observed; —, trends; - - -, counterfactual.
GA: gestational age.
Cumulative incidence rates for each outcome, by time period
| Outcome | Pre-pandemic | COVID-19 wave 1 | ||
|---|---|---|---|---|
| No. (%) | n | No. (%) | n | |
| System outcomes | ||||
| Location of birth | ||||
| Hospital | 682 922 (96.8) | 705 766 | 90 525 (96.2) | 94 126 |
| Home | 18 343 (2.6) | 705 766 | 2864 (3.0) | 94 126 |
| Length of stay, h, median (IQR) | ||||
| Overall | 35.1 (21.5) | 597 482 | 31.7 (17.2) | 78 115 |
| Vaginal birth | 29.9 (11.4) | 427 306 | 28.2 (9.7) | 54 059 |
| Cesarean delivery | 50.4 (11.1) | 170 176 | 46.4 (16.2) | 24 056 |
| Maternal outcomes | ||||
| Induction of labour | 190 628 (27.9) | 682 885 | 29 106 (32.2) | 90 516 |
| Nitrous oxide for labour analgesia | 67 171 (11.9) | 567 067 | 2233 (3.0) | 74 638 |
| Epidural use for labour analgesia | 372 185 (65.6) | 567 067 | 51 820 (69.4) | 74 638 |
| Opioid use for labour analgesia | 54 656 (9.6) | 567 067 | 6504 (8.7) | 74 638 |
| General anesthesia for cesarean delivery | 9676 (4.9) | 196 771 | 1060 (3.8) | 28 259 |
| Regional anesthesia for cesarean delivery | 190 144 (96.6) | 196 771 | 27 574 (97.6) | 28 259 |
| TOLAC | 22 605 (36.2) | 62 418 | 2957 (33.5) | 8840 |
| VBAC | 16 561 (73.3) | 22 605 | 2155 (72.9) | 2957 |
| Cesarean delivery | 200 055 (29.3) | 682 922 | 28 641 (31.6) | 90 525 |
| Newborn outcomes | ||||
| NICU admission | 94 275 (13.2) | 713 175 | 12 495 (13.2) | 94 762 |
| Term infants only | 56 844 (8.7) | 656 416 | 7719 (8.8) | 87 322 |
| Breastfeeding during hospital stay | 531 908 (91.8) | 579 553 | 70 650 (92.4) | 76 493 |
| Preterm birth (GA <37 wk) | 59 323 (8.3) | 716 523 | 7741 (8.1) | 95 177 |
| <24 | 2161 (0.3) | 716 523 | 243 (0.3) | 95 177 |
| 24–276 | 2809 (0.4) | 716 523 | 345 (0.4) | 95 177 |
| 28–316 | 5191 (0.7) | 716 523 | 662 (0.7) | 95 177 |
| 32–336 | 6533 (0.9) | 716 523 | 806 (0.9) | 95 177 |
| 34–366 | 42 629 (6.0) | 716 523 | 5685 (6.0) | 95 177 |
| Medically indicated preterm birth | 22 243 (38.5) | 57 762 | 2981 (39.5) | 7554 |
| Spontaneous preterm birth | 23 583 (40.8) | 57 762 | 2877 (38.1) | 7554 |
| Stillbirth | 3348 (0.5) | 716 523 | 415 (0.4) | 95 177 |
| 5-minute Apgar score <4 or arterial cord blood pH <7.0 | 7116 (1.0) | 688 484 | 934 (1.0) | 90 993 |
| Term infants only | 5185 (0.8) | 632 709 | 700 (0.8) | 83 685 |
GA: gestational age; IQR: interquartile range; NICU: neonatal intensive care unit; TOLAC: trial of labour after cesarean; VBAC: vaginal birth after cesarean.
Pre-pandemic period includes births from March 1, 2015, to February 29, 2020.
COVID-19 wave 1 period includes births from March 1, 2020, to October 31, 2020.
Unless otherwise specified.
Denominator for each specified outcome varies due to eligibility for that outcome and missing data.
Results from segmented logistic regression analyses
| Outcome | Relative risk (95% CI) | Risk difference (95% CI) | ||
|---|---|---|---|---|
| System outcomes | ||||
| Location of birth: hospital | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.0139 | 0.001 (0.0002–0.002) | 0.0140 |
| Change in level | 0.99 (0.98–0.99) | <0.0001 | –1.13 (–1.51 to –0.74) | <0.0001 |
| Change in slope | 1.000 (1.000–1.000) | 0.0146 | 0.024 (0.005–0.043) | 0.0151 |
| Location of birth: home | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | <0.0001 | –0.002 (–0.003 to –0.001) | <0.0001 |
| Change in level | 1.35 (1.21–1.51) | <0.0001 | 0.90 (0.56–1.25) | <0.0001 |
| Change in slope | 1.000 (1.000–1.000) | 0.1573 | –0.015 (–0.032 to 0.002) | 0.0791 |
| Length of stay: overall, h, median difference | ||||
| Preintervention trend (per week) | –0.007 (–0.008 to –0.006) | <0.0001 | ||
| Change in level | –3.29 (–3.81 to –2.77) | <0.0001 | ||
| Change in slope | 0.046 (0.021–0.071) | 0.0005 | ||
| Maternal outcomes | ||||
| Induction of labour | ||||
| Preintervention trend (per week) | 1.001 (1.001–1.001) | <0.0001 | 0.028 (0.026–0.030) | <0.0001 |
| Change in level | 1.00 (0.97–1.02) | 0.7731 | 0.094 (–0.74 to 0.93) | 0.8254 |
| Change in slope | 1.001 (1.000–1.002) | 0.1420 | 0.030 (–0.012 to 0.071) | 0.1690 |
| Nitrous oxide for labour analgesia | N/A | |||
| Preintervention trend (per week) | 1.001 (1.000–1.001) | <0.0001 | ||
| Change in level | 0.11 (0.09–0.13) | <0.0001 | ||
| Change in slope | 1.03 (1.02–1.03) | <0.0001 | ||
| Epidural use for labour analgesia | N/A | |||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | <0.0001 | ||
| Change in level | 1.02 (1.01–1.04) | 0.0021 | ||
| Change in slope | 1.000 (1.000–1.001) | 0.5452 | ||
| Opioid use for labour analgesia | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | <0.0001 | –0.011 (–0.012 to –0.010) | <0.0001 |
| Change in level | 1.03 (0.97–1.09) | 0.3586 | 0.25 (–0.30 to 0.80) | 0.3725 |
| Change in slope | 1.002 (1.000–1.005) | 0.2384 | 0.018 (–0.010 to 0.046) | 0.2013 |
| General anesthesia for cesarean delivery | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.7814 | 0.0002 (–0.002 to 0.002) | 0.8018 |
| Change in level | 0.69 (0.58–0.81) | <0.0001 | –1.57 (–2.23 to –0.91) | <0.0001 |
| Change in slope | 1.006 (0.997–1.014) | 0.1760 | 0.022 (–0.011 to 0.055) | 0.1886 |
| TOLAC | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.0485 | –0.006 (–0.012 to 0.0001) | 0.0464 |
| Change in level | 0.89 (0.83–0.96) | 0.0040 | –3.82 (–6.37 to –1.26) | 0.0037 |
| Change in slope | 1.003 (0.999–1.007) | 0.1241 | 0.10 (–0.029 to 0.23) | 0.1311 |
| VBAC | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.1767 | –0.006 (–0.015 to 0.003) | 0.1841 |
| Change in level | 0.99 (0.94–1.05) | 0.7626 | –0.62 (–4.65 to 3.40) | 0.7618 |
| Change in slope | 1.001 (1.000–1.003) | 0.6708 | 0.044 (–0.16 to 0.24) | 0.6714 |
| Cesarean delivery | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | <0.0001 | 0.011 (0.010–0.013) | <0.0001 |
| Change in level | 1.01 (0.99–1.04) | 0.3814 | 0.39 (–0.43 to 1.21) | 0.3561 |
| Change in slope | 1.001 (1.000–1.002) | 0.1415 | 0.032 (–0.009 to 0.073) | 0.1322 |
| Newborn outcomes | ||||
| NICU admission | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.1213 | 0.001 (–0.0003 to 0.002) | 0.1284 |
| Change in level | 1.01 (0.97–1.05) | 0.6200 | 0.15 (–0.41 to 0.71) | 0.6026 |
| Change in slope | 0.999 (0.997–1.001) | 0.4613 | –0.011 (–0.039 to 0.017) | 0.4487 |
| Breastfeeding during hospital stay | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | <0.0001 | 0.005 (0.004–0.007) | <0.0001 |
| Change in level | 1.007 (1.000–1.014) | 0.0638 | 0.64 (–0.033 to 1.31) | 0.0636 |
| Change in slope | 1.000 (1.000–1.000) | 0.0116 | –0.044 (–0.078 to –0.010) | 0.0115 |
| Preterm birth: GA <37 wk | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.0098 | 0.001 (0.0003–0.003) | 0.0110 |
| Change in level | 0.99 (0.93–1.05) | 0.7308 | –0.084 (–0.57 to 0.40) | 0.7312 |
| Change in slope | 0.998 (0.996–1.001) | 0.3461 | –0.011 (–0.035 to 0.013) | 0.3580 |
| Stillbirth | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.001) | 0.8593 | –0.00002 (–0.0003 to 0.0002) | 0.8771 |
| Change in level | 1.11 (0.87–1.42) | 0.3833 | 0.05 (–0.06 to 0.16) | 0.3932 |
| Change in slope | 0.99 (0.98–1.00) | 0.0979 | –0.005 (–0.01 to 0.001) | 0.0988 |
| 5-minute Apgar score <4 or arterial cord blood pH <7.0 | ||||
| Preintervention trend (per week) | 1.000 (1.000–1.000) | 0.7626 | 0.00005 (–0.0003 to 0.0004) | 0.7809 |
| Change in level | 1.09 (0.93–1.27) | 0.2836 | 0.095 (–0.092 to 0.26) | 0.2670 |
| Change in slope | 0.993 (0.986–1.002) | 0.1354 | –0.007 (–0.015 to 0.001) | 0.1123 |
Models included terms for continuous time (week interval), a binary indicator for whether the time interval was before or after the start of the COVID-19 pandemic on March 1, 2020, continuous time after the onset of COVID-19 wave 1, and seasonality (month). Intercept and seasonality parameter estimates not shown. All models accounted for first-order autocorrelation.
GA: gestational age; NICU: neonatal intensive care unit; TOLAC: trial of labour after cesarean; VBAC: vaginal birth after cesarean.
Unless otherwise specified.
P values <0.05 for immediate effects (change in level after onset of COVID-19 wave 1) and gradual effects (change in slope after onset of COVID-19 Wave 1).
Models for length of stay and nitrous oxide have the first 3 time points in the pandemic period set to missing.
Model did not converge.