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The Canadian Journal of Infectious Diseases & Medical Microbiology = Journal Canadien des Maladies Infectieuses et de la Microbiologie Médicale logoLink to The Canadian Journal of Infectious Diseases & Medical Microbiology = Journal Canadien des Maladies Infectieuses et de la Microbiologie Médicale
. 2025 Jun 24;2025:6115890. doi: 10.1155/cjid/6115890

The Effectiveness and Influence of COVID-19 Vaccination on Perinatal Individuals and Their Newborns: An Updated Meta-Analysis

Zi-Jin Lei 1, Min-Xi Bai 2, Min-Jue Li 1, Peng Jin 1, Yu-Bin Ding 3,4,✉
PMCID: PMC12213046  PMID: 40599303

Abstract

Background: The COVID-19 pandemic has disproportionately affected pregnant individuals, increasing risks of severe illness and adverse outcomes. While vaccination is a key mitigation strategy, initial exclusion from clinical trials led to limited safety data. Despite evidence of vaccine effectiveness, hesitancy persists in this population.

Objective and Sources: This meta-analysis aims to evaluate the efficacy and impact of COVID-19 vaccination in pregnant individuals, synthesizing evidence from 82 studies (3,676,654 participants) retrieved from PubMed, Embase, Cochrane Library, and Scopus (2019–2024). Study quality was assessed using the Newcastle–Ottawa scale (80/82 scored ≥ 7).

Key Findings: Vaccination reduced maternal SARS-CoV-2 infection risk by 48% (odds ratio [OR] = 0.52), with mRNA vaccines showing higher efficacy (52% vs. 43% for inactivated). Maternal hospitalization risk decreased by 42% (OR = 0.58), and severe outcomes by 50% (OR = 0.50). Furthermore, neonatal outcomes improved, including reduced infection (OR = 0.69), preterm birth (OR = 0.87), stillbirth (OR = 0.64), and neonatal death (OR = 0.47). Protection against neonatal death was stronger in individuals without prior infection (OR = 0.43). Third-trimester vaccination may offer better protection against preterm birth.

Conclusion: Overall, COVID-19 vaccination during pregnancy effectively mitigates infection and adverse maternal/neonatal outcomes, supporting its clinical recommendation.

Keywords: COVID-19 vaccination, neonatal health, obstetric outcomes, pregnancy, vaccine efficacy, vaccine safety

1. Introduction

The emergence of the COVID-19 pandemic, caused by the novel coronavirus SARS-CoV-2, has presented unprecedented challenges to global public health (https://coronavirus.jhu.edu/map.html). Pregnant individuals, as one of the most vulnerable populations, face increased risks of severe illness and adverse pregnancy outcomes due to COVID-19 [1–6].

Vaccination has been recognized as a critical tool in controlling the spread of COVID-19 and reducing the severity of the disease [7–9] (https://www.gov.uk/government/publications/prioritising-the-first-covid-19-vaccine-dose-jcvi-statement/optimising-the-covid-19-vaccination-programme-for-maximum-short-term-impact) Although the inclusion of pregnant individuals in first clinical trials has historically been limited, resulting in a relative lack of initial data on the effects of COVID-19 vaccines in this population, regulatory agencies and health organizations, including the World Health Organization (WHO) and the Centers for Disease Control and Prevention (CDC), have recommended the vaccination of pregnant individuals based on the benefits observed in the general population and preliminary safety data (https://covid19.who.int/) (https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/pregnant-people.html) (https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020) (https://www.cdc.gov/respiratory-viruses/risk-factors/pregnant-people.html).

Many previous studies have been conducted to demonstrate the effectiveness of COVID-19 vaccines [7, 10–13]. However, skepticism and reluctance remain among a significant portion of pregnant individuals [14–18]. Therefore, a comprehensive study that combines evidence from a longer pandemic period and a larger population is essential, alongside proper guidance and science communication efforts.

The objective of this meta-analysis is to systematically evaluate the existing evidence on the impact and efficacy of COVID-19 vaccination in pregnant individuals. By synthesizing data from January 1, 2019, to October 20, 2024, and stratifying data into multiple subgroups, this analysis aims to provide both a comprehensive overview and a precise interpretation of each outcome associated with COVID-19 vaccination during pregnancy. This includes assessing the incidence of adverse obstetric events and the effectiveness in preventing COVID-19-related morbidity and mortality in both mothers and their infants. Through this meta-analysis, we seek to provide updated, robust evidence to the public. As the benefits of vaccines and vaccine safety continue to influence decision-making among pregnant and lactating individuals, this meta-analysis served as a complement for both professional institutions and individuals. It may help clarify how exactly vaccination affects them, enhance vaccine acceptance, and offer guidance for those who still consider vaccination to protect themselves and their babies, especially as new COVID-19 variants continue to impact people's lives. Additionally, the results may serve as a clue for the protection of pregnant individuals in future pandemic.

2. Methods

This systematic review and meta‐analysis followed a prospectively registered protocol and was reported in accordance with the PRISMA (Preferred Reporting Items for Systematic Review and Meta‐Analyses) guidelines (Figure 1).

Figure 1.

Figure 1

PRISMA flow diagram documenting study identification, screening, and analysis. PRISMA, preferred reporting items for systematic reviews and meta-analyses.

2.1. Search Strategy

We systematically searched for studies on pregnant individuals vaccinated against COVID-19 up to October 20, 2024, in the following databases: PubMed, Embase, Cochrane, and Scopus (Table S1). Additionally, the reference lists of relevant studies were reviewed to identify further studies. The language of the included studies was limited to English.

2.2. Outcomes and Definitions

Outcomes were categorized into maternal outcomes, neonatal outcomes, and obstetric outcomes. Within each category, outcomes were listed in order of progression:

  • • Maternal outcomes included maternal infection (confirmed COVID-19 infection), hospitalization, and severe outcomes (such as respiratory failure, septic shock, multiple organ failure, ICU admissions, or death).

  • • Neonatal outcomes encompassed neonatal infection, hospitalization, neonatal/pediatric intensive care unit (NICU/PICU) admissions, and neonatal death.

  • • Obstetric outcomes included preterm birth (subdivided into spontaneous preterm birth, iatrogenic preterm birth, and very preterm birth < 34 weeks), preterm premature rupture of membranes (PPROM), placental abnormalities (such as placental abruption, placenta previa, velamentous placenta), and placental pathology (including chorioamnionitis, fetal vascular malperfusion, and maternal vascular malperfusion [MVM]). Other obstetric outcomes included postpartum hemorrhage, abortion, intrauterine fetal death, and stillbirth.

  •   Additionally, data on obstetric outcomes were stratified by vaccine type (mRNA, inactivated, and adenovirus vaccines), prior infection status, dosing regimen (including booster doses), virus variants, and vaccination timing (first, second, and third trimester) for further analysis.

  • • Severe/critical maternal outcomes were defined as respiratory failure, septic shock, multiple organ failure, maternal ICU admissions, or death.

  •   “Mothers with No Prior Infection” was defined as those without documented or confirmed COVID-19 infection during the corresponding period of observation and follow-up.

2.3. Data Extraction

A structured data extraction form was used, and data were extracted by multiple reviewers. A minimum of three researchers independently extracted the data and assessed study quality. The data extraction sheet of the search was shared, and all data extracted were cross-checked for discrepancies or missing information and sent for final check by two reviewers. The following study design characteristics were extracted: the first author's name, study setting, time of publication, country of origin, study period, and study design. The documented characteristics of the patients were the total number of patients included, patients included with confirmed COVID-19 vaccination, vaccination types, age of patients in years, and outcomes including maternal infection, maternal hospitalization, critical maternal outcomes (respiratory failure, septic shock, multiple organ failure maternal ICU admissions, or death), neonatal infection, hospitalization, NICU/PICU admissions, preterm birth (< 37 weeks' gestation) and very preterm birth (< 34 weeks' gestation), PPROM, placental morphology abnormalities, placental size abnormalities, placental position abnormalities, placental pathology (chorioamnionitis, fetal vascular malperfusion, and MVM), postpartum hemorrhage, abortion, intrauterine fetal death, stillbirth, and neonatal death.

2.4. Study Quality Assessment

The quality of included cohort and case‐control studies was assessed using the Newcastle–Ottawa Scale (NOS), with scores of 0–3, 4–6, and 7–9 considered low, moderate, and high quality, respectively [1]. We mainly included studies with scores of 7–9, which were considered high quality, and only two studies scored 6 as an exception. More details can be found in the Supporting Information (Tables S1 and S2).

2.5. Data Synthesis

As we anticipated considerable between-study heterogeneity, we conducted a random-effects meta-analysis using R statistical computing software (v.4.3.3). All analyses were performed using the DerSimonianLaird estimator, which is widely used in meta-analysis for estimating between-study heterogeneity. This method was chosen due to its general applicability and simplicity, particularly in scenarios with a moderate number of studies and when assuming a random effects model. Pooled odds ratios (ORs) and 95% confidence intervals (CIs) were generated for dichotomous outcomes.

The degree of between-study heterogeneity that could not be ascribed to sampling error was evaluated using Chi‐square test and quantified by the I2 statistic, and was interpreted as low (I2: < 25%), low to moderate (I2: 25%–50%), moderate to substantial (I2: 50%–75%), or substantial (I2: > 75%). Potential publication bias was assessed using Egger's test and funnel plots for visual inspection when a sufficient number of studies (N > 10) were available. Prespecified subgroup analyses were conducted based on prior infection status, type of vaccine, dosing regimen, timing of vaccination, and other factors for results with significant heterogeneity (I2 > 50%). To assess the leverage of individual studies on the overall estimates, sensitivity analyses were also performed by removing one study at a time. Statistical significance was set at p < 0.05 based on two‐sided tests.

3. Results

3.1. Search Result and Characteristics of Included Studies

Out of the 4641 abstracts screened, 146 studies were selected for full-text review. A total of 82 studies were included, consisting of 72 cohort studies [19–40], [41–60], [61–75], [76–90] and 10 case–control studies [36, 91–99], with 4 studies [36, 60, 95, 98] employing both case–control and cohort designs. These studies involved a total of 3,676,654 participants. In the cohort studies, all control groups consisted of unvaccinated pregnant individuals, while in the case–control studies, data for unvaccinated individuals were extracted from different group classifications. The studies were published between 2021 and 2024, and data were collected from a wide range of countries, including the USA, Canada, UK, China, Israel, South Korea, Thailand, Singapore, India, Iran, Turkey, Scotland, Sweden, Norway, Germany, Australia, Mexico, and Qatar. The included vaccines were mRNA, viral vector, and inactivated virus vaccines, which provide a comprehensive perspective on their overall impact. Further details on vaccine types and dosing regimens are summarized in the characteristics table (Table 1).

Table 1.

Characteristics of all included study.

Study Design Country Group Maternal age (year) Vaccine types Study period Outcome measures NOS
Guedalia et al. (2022) Cohort Israel V: 77,053
UV: 38,909
NA Pfizer-BioNTech 2021.08.01–2022.03.22 Maternal hospitalization 9

Butt et al. (2021) Cohort Qatar V: 103
UV: 1117
NA mRNA vaccine 2020.12.20–2021.05.30 Maternal infection 9

Butt et al. (2021) (2) Test-negative, case–control Qatar V: 407
UV: 407
NA mRNA vaccine 2020.12.20–2021.05.30 Maternal infection 9

Dick et al. (2022) Retrospective cohort Israel V: 3139
UV: 3368
V: 30 ± 4
UV: 30 ± 4
mRNA vaccine 2021.07–2021.10 Postpartum hemorrhage, intrauterine fetal death, preterm birth 9

Dick et al. (2022) (2) Cohort Israel V: 2293
UV: 3313
V: 30 ± 4
UV: 30 ± 4
mRNA vaccine 2020.12–2021.07 Postpartum hemorrhage, intrauterine fetal death, preterm birth 8

Jarraya et al. (2023) Prospective observational Tunisia V: 45
UV: 100
V: 31.64 ± 3.4
UV: 30.61 ± 2.9
Pfizer-BioNTech 2021.01–2022.05 Preterm birth, postpartum hemorrhage, stillbirth, neonatal/infant infection, maternal ICU admission/death, severe or critical maternal COVID-19 8

Nguanboonmak et al. (2023) Retrospective cohort Thailand V: 99
UV: 417
NA Lacking detailed information 2021.09–2022.04 NICU, postpartum hemorrhage, placental previa, chorioamnionitis, preterm birth 9

Calvert et al. (2022) Population-based matched cohort UK V: 18,780
UV: 18,780
V: 31 ± 18.5
UV: 31 ± 20
Moderna, Pfizer-BioNTech, adenovirus vaccine 2015.01.01–2021.09.28 Spontaneous abortion 9

Yang et al. (2023) Prospective observational cohort China V: 60
UV: 60
V: 31.12 ± 4.47
UV: 28.88 ± 4.29
Sinovac Biotech, Sinopharm Biotech 2021.01.01–2021.12.31 Postpartum hemorrhage, NICU, preterm birth 7

Condon et al. (2023) Retrospective USA V: 502
UV: 12,767
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.03.28–2022.01.25 Intrauterine fetal death 8

Corsi Decenti et al. (2023) Prospective cohort Italy V: 1069
UV: 989
NA mRNA vaccine 2022.1.1–2022.5.31 Maternal infection 8

Fell et al. (2022) (2) Retrospective cohort Canada V: 42,992
UV: 41,879
V: 32.9 ± 4.4
UV: 31.3 ± 5.3
Moderna, Pfizer-BioNTech, adenovirus vaccine 2021.05.01–2021.12.31 Maternal infection, preterm birth 8

Fell et al. (2022) Population-based retrospective cohort Canada V: 22,660
UV: 30,115
V: 32.8 ± 4.3
UV: 31.0 ± 5.5
Moderna, Pfizer-BioNTech 2020.12.14–2021.09.30 Maternal infection, NICU, postpartum hemorrhage, chorioamnionitis 8

Danino et al. (2023) Retrospective, multicenter, case–control, test-negative Israel V: 202
UV: 262
NA Pfizer-BioNTech 2021.3.1–2021.11.31 Neonatal/infant hospitalization 8

Gwak et al. (2023) Cohort Korea V: 5284
UV: 21,136
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2021.01.01–2021.12.31 Spontaneous abortion, maternal infection, maternal hospitalization 9

Ibroci et al. (2023) Prospective cohort USA V: 250
UV: 1544
NA mRNA vaccine, adenovirus vaccine 2020.04–2022.02 Spontaneous abortion, intrauterine fetal death, NICU, preterm birth 8

McClymont et al. (2023) Prospective (but some was retrospective) Canada V: 2868
UV: 1660
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2021.07–2022.06.10 Spontaneous abortion, stillbirth, neonatal death, maternal infection, NICU, preterm birth 9

Carlsen et al. (2022) Register-based cohort Norway V: 9739
UV: 11,904
V: 31.2 ± 2.95
UV: 30.2 ± 3.35
mRNA vaccine 2021.09.01–2022.02.28 Neonatal/infant infection, neonatal/infant hospitalization, preterm birth 9

Kharbanda et al. (2021) Case–control USA V: 21,267
UV: 264,104
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.12.15–2021.06.28 Spontaneous abortion 8

Ozer et al. (2023) Retrospective cohort Turkey V: 18
UV: 20
V: 29.7 ± 3.7
UV: 29.5 ± 5.0
Pfizer-BioNTech 2021.09–2021.11 Placental pathology 7

Paixao et al. (2022) Test-negative case–control Brazil V:
2033 UV: 17,805
NA Sinovac Biotech 2021.03.15–2021.10.03 Maternal infection 9

Shanes et al. (2021) Prospective USA V: 84
UV: 116
V: 33.7 ± 3.1
UV: 32.5 ± 4.8
Lacking detailed information 2020.04–2021.04 Fetal vascular malperfusion 7

Tripathy et al. (2023) Retrospective cohort India V: 127
UV: 154
V: 28.24 ± 4.1
UV: 28.12 ± 4.6
Covaxin, adenovirus vaccine 2021.10–2021.12.31 Intrauterine fetal death, PPROM premature rupture of membranes/placental abruption, NICU, preterm birth 8

Vazquez-Benitez et al. (2023) Case–control USA V: 15,108
UV: 90,338
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.12.15–2021.06.28 Spontaneous abortion 8

Blakeway et al. (2022) Retrospective cohort UK V: 133
UV: 399
V: 35 ± 2.6
UV: 33 ± 3
Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.03.01–2021.07.04 Postpartum hemorrhage, stillbirth, PROM (premature rapture of membranes), suspected chorioamnionitis, maternal infection, NICU, maternal hospitalization 8

Kim et al. (2023) Retrospective cohort Korea V: 39
UV: 185
NA Lacking detailed information 2020.11.01–2022.03.07 Maternal ICU admission/death, preterm birth 6

Lipkind et al. (2022) Retrospective cohort USA V: 10,064
UV: 36,015
V: 32.3 ± 4.5
UV: 29.8 ± 5.3
Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.05.17–2021.07.31 Maternal infection, preterm birth 8

Süt et al. (2023) Prospective cohort Turkey V: 236
UV: 55
V: 29.5 ± 5.0
UV: 27.5 ± 4.7
Sinovac Biotech, Pfizer-BioNTech 2022.01–2022.04 Maternal infection 7

Goldshtein et al. (2021) Retrospective cohort Israel V: 7530
UV: 7530
V: 31.1 ± 5.01
UV: 31.0 ± 4.85
Pfizer-BioNTech 2020.12.19–2021.02.28 Spontaneous abortion, stillbirth, maternal infection, maternal hospitalization, preterm birth 7

Teng et al. (2023) Retrospective-prospective cohort China V: 241
UV: 241
NA Inactivated vaccine 2021.05–2021.11 Spontaneous abortion, Intrauterine fetal death, PPROM premature rupture of membranes/placental abruption, placental previa, NICU, preterm birth 7

Chen et al. (2023) Cohort China V: 369
UV: 487
V: 31.50 ± 4.26
UV: 31.49 ± 4.27
Sinovac Biotech, Sinopharm Biotech 2022.03.01–2022.06.30 Neonatal death, mixed placenta, NICU, preterm birth 9

Zhao et al. (2023) Cohort China V: 2668
UV: 2789
NA Inactivated vaccine Unknown-2022.07.15 Preterm birth 9

Ma et al. (2023) Prospective cohort China V: 165
UV: 717
NA Sinovac Biotech, Sinopharm Biotech 2021.07.01–2022.05.30 Spontaneous abortion, stillbirth, preterm birth 7

Wainstock et al. (2021) Retrospective cohort Israel V: 913
UV: 3486
V: 30.6 ± 5.3
UV: 28.2 ± 5.7
mRNA vaccine 2021.01–2021.06 Postpartum hemorrhage, PROM 9

Du et al. (2023) Retrospective cohort China V: 389
UV: 2269
V: 30.85
UV: 27.9
Inactivated vaccine 2021.01–2021.10 Postpartum hemorrhage, spontaneous abortion, stillbirth, neonatal death, preterm birth 9

Piekos et al. (2023) Retrospective cohort USA V: 35,926
UV: 16,771
NA mRNA vaccine 2021.01.26–2022.10.26 Stillbirth, preterm birth 9

Jorgensen et al. (2023) Population-based retrospective cohort Canada V: 85,670
UV: 56,336
V: 32.3 ± 4.5
UV: 30.8 ± 5.3
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, Mixed doses 2021.05.01–2022.09.02 Neonatal death, maternal infection, NICU, preterm birth 8

Raanan Meyer et al. (2023) Retrospective cohort Israel V: 2071
UV: 1030
NA mRNA vaccine 2021.02.09–2021.06.02 Maternal infection 9

Peretz-Machluf et al. (2022) Retrospective cohort Israel V: 3240
UV: 460
V: 32.51 ± 5.07
UV: 31.99 ± 5.51
Pfizer-BioNTech BNT162b2 2021.03–2021.07 PPROM premature rupture of membranes/placental abruption, NICU, preterm birth 9

Theiler et al. (2021) Retrospective cohort USA V: 140
UV: 1862
V: 31.8 ± 3.7
UV: 30.5 ± 5.2
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2020.12.10–2021.04.19 Maternal infection, NICU, maternal hospitalization, postpartum hemorrhage, neonatal death, preterm birth 7

Boelig et al. (2022) Retrospective cohort USA V: 49
UV: 198
V: 34.1 ± 4.5
UV: 30.8 ± 5.5
mRNA vaccine 2021.03–2021.07 Maternal vascular hypoperfusion, preterm birth 7

Zerbo et al. (2023) Retrospective cohort USA V: 16,242
UV: 41,446
NA mRNA vaccine 2020.12.15–2022.09.30 Maternal hospitalization 9

Zerbo et al. (2023) (2) Case–control USA V: 10,893
UV: 19,418
V: 32.59 ± 4.30
UV: 31.08 ± 4.77
mRNA vaccine 2020.12.15–2022.05.31 Maternal hospitalization 9

Goh et al. (2023) Retrospective cohort Singapore V: 7120
UV: 172
NA mRNA vaccine 2022.01.01–2022.09.30 Neonatal/infant infection 8

Kugelman et al. (2023) Retrospective cohort Israel V: 930
UV: 964
V: 32 ± 3
UV: 31 ± 3.5
Pfizer-BioNTech BNT162b2 2021.02.01–2021.07.31 Intrauterine fetal death, NICU, preterm birth 8

Dagan et al. (2021) Observational cohort Israel V: 10,861
UV: 10,861
V: 30 ± 3.5
UV: 30 ± 3.5
Pfizer-BioNTech BNT162b2 2020.12.20–2021.06.03 Maternal infection, maternal hospitalization, severe or critical maternal COVID-19 9

Changizi et al. (2023) Retrospective cohort Iran V: 19,922
UV: 70,147
V: 28.6
UV: 28.6
Sinopharm Biotech, adenovirus vaccine 2021.09.01–2022.01.30 Stillbirth, neonatal death, maternal hospitalization, maternal ICU admission/death 7

Halasa et al. (2022) Test-negative case–control USA V: 234
UV: 815
NA mRNA vaccine 2021.07.01–2022.03.08 Neonatal death, NICU, neonatal/infant hospitalization, preterm birth 8

Minghui et al. (2023) Prospective cohort China V: 93
UV: 160
V: 31.65 ± 4.36
UV: 31.98 ± 4.01
Inactivated vaccine 2021.03.01–2022.02.02 Postpartum hemorrhage, PPROM premature rupture of membranes/placental abruption, preterm birth 6

Zare Sakhvidi et al. (2023) Retrospective cohort Iran V: 720
UV: 502
V: 29.3 ± 5.9
UV: NA
Inactivated vaccine 2021.08.01–2022.01.01 Preterm birth 8

Rottenstreich et al. (2023) Multicenter retrospective cohort Israel V: 1094
UV: 863
V: 28.9 ± 5.7
UV: 28.4 ± 6.2
mRNA vaccine 2021.08–2021.11 Postpartum hemorrhage, intrauterine fetal death, chorioamnionitis, maternal ICU admission/death 9

Rottenstreich et al. (2022) Retrospective cohort Israel V: 712
UV: 1063
V: 30.6 ± 5.8
UV: 31.98 ± 4.01
mRNA vaccine 2021.01.19–2021.04.27 NICU, postpartum hemorrhage, intrauterine fetal death 9

Lipschuetz et al. (2022) Retrospective cohort Israel V: 35,595
UV: 13,273
NA mRNA vaccine 2021.08.24–2022.03.15 NICU, neonatal/infant hospitalization, preterm birth 9

Magnus et al. (2022) (N) Registry-based retrospective cohort Norway V: 7590
UV: 46,522
V: 31.4 ± 4.5
UV: 30.7 ± 4.7
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2021.01.01–2022.01.15 Stillbirth, maternal infection, NICU, preterm birth 9

Magnus et al. (2022) (S) Registry-based retrospective cohort Sweden V: 28,506
UV: 129,015
V: 32.2 ± 4.6
UV: 30.5 ± 4.8
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2021.01.01–2022.01.12 Stillbirth, maternal infection, NICU, preterm birth 9

Magnus et al. (2021) Case–control Norway V: 1003
UV: 17,474
NA Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2021.08.15–2021.02.15 Spontaneous abortion 8

Lu et al. (2023) Prospective cohort China V: 497
UV: 348
V: 30.03 ± 3.43
UV: 30.14 ± 3.80
Inactivated vaccine 2021.07–2021.10 NICU, maternal ICU admission/death, postpartum hemorrhage, PPROM premature rupture of membranes/placental abruption, preterm birth 8

Lindsay et al. (2023) Cohort Scotland V: 11,202
UV: 22,404
V: 32
UV: 31
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, mixed doses 2020.11.08–2021.06.02 Maternal ICU admission/death, stillbirth, preterm birth 9

Hui et al. (2023) Multicentric cohort Australia V: 9682
UV: 2607
NA mRNA vaccine 2021.02.11–2021.05.31 Stillbirth, preterm birth, postpartum hemorrhage 8

Hui et al.(2023) Multicentric cohort Australia V: 9667
UV: 2586
NA mRNA vaccine 2021.02.11–2021.05.31 Maternal infection, NICU 8

Ghesquiere et al. (2023) Prospective cohort Canada V: 597
UV: 191
V: 30.03 ± 3.43
UV: 30.14 ± 3.80
Lacking detailed information 2021.12–2021.12 Maternal infection, preterm birth 9

Law et al. (2023) Case–control China V: 233
UV: 229
V: 31.9
UV: 31.26
mRNA vaccine 2021.07.01–2021.10.31 Postpartum hemorrhage, stillbirth, PPROM premature rupture of membranes/placental abruption, placental previa, NICU 6

Yland et al. (2023) Internet-based, prospective preconception cohort Canada V: 1356
UV: 455
V: 31.3
UV: 30.6
Adenovirus vaccine 2020.11.20–2022.11.23 Spontaneous abortion 7

Morgan et al. (2023) Retrospective cohort USA V: 2106
UV: 14,026
V: 31.56 ± 5.15
UV: 27.83 ± 5.8
mRNA vaccine 2021.01.01–2021.12.31 Neonatal death, maternal infection, NICU, severe or critical maternal COVID-19, stillbirth, preterm birth 8

Morgan et al. (2022) Retrospective cohort USA V: 1332
UV: 8760
V: 32.1 ± 5.9
UV: 27.8 ± 4.9
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2021.06.15–2021.08.20 Stillbirth, maternal infection, severe or critical maternal COVID-19 8

Citu et al. (2022) Observational retrospective Germany V: 927
UV: 2167
V: 29.5 ± 7.3
UV: 31.6 ± 5.6
Moderna mRNA-1273, Pfizer-BioNTech BNT162b2, adenovirus vaccine 2020.01–2022.01 Spontaneous abortion 8

Goldshtein et al. (2022) Retrospective cohort Israel V: 16,697
UV: 7591
V: 31.2 ± 5.3
UV: 31.1 ± 5.6
mRNA vaccine 2021.03–2021.10.31 Neonatal/infant hospitalization, preterm birth 9

Goldshtein et al. (2021) Retrospective cohort Israel V: 7530
UV: 7530
V: 31.1 ± 5.01
UV: 31.0 ± 4.85
mRNA vaccine 2020.12.19–2021.02.28 Spontaneous abortion, stillbirth, maternal infection, maternal hospitalization, preterm birth 7

Barros et al. (2024) Prospective cohort 18 countries V: 914
UV: 631
V (1 dose): 30.1 ± 6.2
V (2 doses) :31.1 ± 5.7
V (3 doses): 33.7 ± 5.2
UV: 30.6 ± 6.1
Moderna, Pfizer-BioNTech, adenovirus vaccine, inactivated vaccine 2021.09.10–2022.06.23 Preterm birth, premature rupture of membranes, NICU, infant infection 8

Cai et al. (2024) Retrospective cohort China V: 603
UV: 603
V: 30.58 ± 4.62
UV: 30.43 ± 4.29
Inactivated vaccine 2022.01–2022.06 Preterm birth, premature rupture of membranes, placenta previa or placenta implantation, placental abruption, chorioamnionitis, postpartum hemorrhage, infant hospitalization 9

De Virgilio Suglia et al. (2024) Retrospective cohort Italy V: 1657
UV: 1689
NA Moderna, Pfizer-BioNTech, adenovirus vaccine 2021.02.22–2022.12.31 Infant infection 8

Denoble et al. (2024) Case–control USA V: 429
UV: 669
V: 32.4 ± 4.9
UV: 30.7 ± 5.8
Moderna, Pfizer-BioNTech, adenovirus vaccine 2021.01.13–2022.02.28 Stillbirth 8

Faherty et al. (2024) Retrospective cohort USA V: 45,296
UV: 250,164
V (before Pregnancy): 31 (28–34)
V (during Pregnancy): 31 (27–34)
UV: 29 (25–33)
Moderna, Pfizer-BioNTech, adenovirus vaccine 2020.12.10–2023.10.12 Preterm birth, stillbirth 8

Hatami et al. (2024) Retrospective cohort Iran V: 17,485
UV: 112,003
V: 31.33(5.75)
UV: 31.16(5.67)
Sinopharm biotech 2021.03.21–2022.03.21 Preterm birth, stillbirth, NICU 8

Iannaccone et al. (2024) Prospective cohort Germany V: 2156
UV: 5174
NA NA 2020.04.03–2022.12.31 Preterm birth, stillbirth 7

Mahyuddin et al. (2024) Prospective observational Singapore V: 98
UV: 0
NA BNT162b2, mRNA-1273, Sinopharm BBIBP-CorV 2021.08.24–2022.05.24 Maternal infection 8

Mensah et al. (2024) Retrospective cohort, matched case–control England V: 182,582
UV: 331,431
NA BNT162b2, mRNA-1273 2021.04–2022.03 Preterm birth, neonatal death, stillbirth, mother ICU occupancy rate, maternal infection 9

Norman et al. (2024) Retrospective cohort, matched case–control Sweden and Norway V: 94,303
UV: 102,167
NA BNT162b2, mRNA-1273, ChAdOx1-S 2021.06–2023.01 Preterm birth, neonatal death, NICU 9

Santos et al. (2024) Retrospective cohort USA V: 1158
UV: 938
V: 31.4 ± 4.3
UV: 29.1 ± 5.3
BNT162b2, mRNA-1273 2020.12.10–2021.12.31 Neonatal death, stillbirth, maternal infection 8

Arun Suseeladevi et al. (2024) England-wide cohort England V: 53,060
UV: 133,405
V: 31.1 ± 5.1
UV: 28.7 ± 5.4
BNT162b2, ChAdOx1-S 2021.05.25–2022.10.28 Preterm birth, stillbirth 9

Velez et al. (2024) Population-based cohort Ontario, Canada V: 83,475
UV: 162,784
V: 31.2 ± 5.4, 31.0 ± 5.1
UV: 30.6 ± 5.5
mRNA vaccine, adenovirus-vectored vaccine 2020.12.14–2021.12.01 Spontaneous abortion 9

Yeniocak et al. (2024) Retrospective cohort Turkey V: 12
UV: 297
V: 30.58 ± 5.66,
UV: 29.0 ± 5.52
NA 2020.10–2022.07 Mother ICU occupancy rate 8

Zels et al. (2024) Retrospective Belgium V: 127
UV: 55
NA NA 2020.01–2022.08 Intrauterine fetal death, MVM, chorioamnionitis 7

Zhang et al. (2024) Single-center retrospective cohort China V: 369
UV: 231
V: 29.72 ± 5.30
UV: 30.09 ± 5.26
Adenovirus type 5 vector, vero cell, CHO cell 2020.01.01–2022.09.09 Spontaneous abortion 7

3.2. Meta-Analysis Results

3.2.1. Maternal Outcomes

Overall pooled analyses showed a 50% reduction in the risk of SARS-CoV-2 infection among pregnant individuals (OR = 0.52, 95% CI: 0.45–0.60, I2 = 97%, p < 0.01; 24 studies, 1,002,195 pregnant individuals, Figure 2(a)). Differences in geographical regions, vaccine types, and dosing regimens may partly explain the high heterogeneity. Both mRNA vaccines (OR = 0.48, 95% CI: 0.34–0.67, I2 = 95%, Table 2) and inactivated vaccines (OR = 0.57, 95% CI: 0.51–0.63, I2 = 0%, Table 2) were effective in reducing the risk of COVID-19 infection among pregnant individuals. In the dosing regimen subgroup, a greater reduction in risk was observed with two doses (OR = 0.40, 95% CI: 0.24–0.65, I2 = 95%) compared to one dose (OR = 0.77, 95% CI: 0.67–0.88, I2 = 0%, Table 2). A booster dose provided an additional 44% protection compared to the original vaccine series (booster vs. two doses: OR = 0.56, 95% CI: 0.48–0.66, Figure S1).

Figure 2.

Figure 2

Forest plots showing the results of meta-analyses for maternal outcomes. (a) Infections in mother, (b) maternal hospitalization, (c) severe maternal outcomes.

Table 2.

Overall and subgroup meta-analyses of maternal outcomes.

  Study N OR (95% CI) p value I 2 Subgroup heterogeneity
SARS‐CoV‐2 infection in mothers 24 0.5226 [0.4528–0.6031] < 0.0001 96.5%  
 By vaccine types         p=0.3266
  mRNA vaccine 9 0.4794 [0.3437–0.6686]   94.6%  
  Inactivated vaccine 1 0.5706 [0.5148–0.6326]   0.00%  
 By number of doses         p=0.0114
  1 dose 1 0.7692 [0.6714–0.8811]   0.00%  
  2 dose 5 0.3965 [0.2417–0.6503]   94.5%  
Maternal hospitalization 8 0.5842 [0.4528–0.7537] < 0.0001 79.3%  
 By vaccine types         p < 0.0001
  Inactivated vaccine 1 11.1895 [10.5282–11.8923]   0.00%  
  mRNA vaccine 4 0.1954 [0.0641–0.5956]   80.6%  
  Adenovirus vaccine 1 10.9695 [8.6784–13.8655]   0.00%  
Severe/critical maternal outcomes 11 0.4952 [0.3285–0.7464] 0.0008 91.0%  
 By vaccine types         p=0.6375
  mRNA vaccine 5 0.7860 [0.6231–0.9914]   65.8%  
  Inactivated vaccine 1 1.0003 [0.3770–2.6539]   0.00%  

Note: The bold values indicate analyses detecting significant differences.

Collectively examined 137,586 experimental events (vaccinated pregnant individuals) and 374,119 control events (nonvaccinated pregnant individuals), a significant association was found between maternal hospitalization and vaccination in the overall analysis (OR = 0.58, 95% CI: 0.45–0.75, I2 = 79%, p < 0.01; 8 studies, 511,705 pregnant individuals, Figure 2(b)). The inactivated vaccines showed a stronger effect (OR = 0.20, 95% CI: 0.06–0.60, I2 = 81%, Table 2). A booster dose provided further protection (booster vs. unvaccinated: OR = 0.42, 95% CI: 0.36–0.49, Figure S3). In five studies, hospitalization was primarily attributed to COVID-19 infection [24, 40, 41, 55, 96], while in the other three studies [38, 42, 89], the direct reason was not clearly defined.

However, the inactivated vaccine group (OR = 11.19, 95% CI: 10.53–11.89, I2 = 0%, Table 2, Sinopharm Biotech) and adenovirus vaccine group (OR = 10.97, 95% CI: 8.68–13.87, I2 = 0%, Table 2, COVISHIELD and Sputnik V [rAd26 and rAd5]) showed a statistically significant increased risk of hospitalization compared to unvaccinated pregnant individuals.

We also looked into the vaccine effectiveness against different variants. Protection was more stable during the Omicron waves (Delta wave vs. Omicron wave: OR = 0.75, 95% CI: 0.64–0.89, Figure S4 vs. OR = 0.10, 95% CI: 0.01–0.73, Figure S5). For both variants, a booster dose showed a positive outcome (Figures S6 and S7).

There was a significant reduction in severe/critical maternal outcomes (defined as respiratory failure, septic shock, multiple organ failure, maternal ICU admissions, or death) (OR = 0.50, 95% CI: 0.33–0.75, I2 = 91%, Figure 2(c)). However, no significant differences were observed between different vaccine types (Table 2).

More detailed results can be found in Table 2 and Figures S1–S8.

3.2.2. Neonatal Outcomes

Vaccination was associated with a reduced risk of neonatal or infant infection during delivery hospitalization and early months of life (OR = 0.69, 95% CI: 0.50–0.96, I2 = 82%, p < 0.01; 7 studies, 33,868 cases, Figure 3(a)), with inactivated vaccines showing a similar effect (OR = 0.59, 95% CI: 0.48–0.73, I2 = 14%, Table 3). Additionally, a 31% reduction in the odds of hospitalization was observed among neonates or infants born to vaccinated mothers compared to those born to unvaccinated mothers (OR = 0.69, 95% CI: 0.55–0.87, I2 = 77%, p < 0.01; 6 studies, 97,518 cases, Table 3, Figure 3(b)). Most studies clearly identified hospitalization due to COVID-19, except for two studies [82, 94].

Figure 3.

Figure 3

Forest plots showing the results of meta-analyses for neonatal outcomes. (a) Infant infection, (b) neonatal hospitalization, (c) NICU (neonatal intensive care unit).

Table 3.

Overall and subgroup meta-analyses of neonatal outcomes.

  Study N OR (95% CI) I 2 Subgroup heterogeneity
SARS‐CoV‐2 infection in infants 7 0.6895 [0.4975–0.9556] 82.4%  
 By vaccine types       p=0.2722
  mRNA vaccine 2 0.8037 [0.4883; 1.3228] 86.2%  
  Inactivated vaccine 5 0.5941 [0.4834; 0.7303] 14.1%  
 By variants       p < 0.0001
  Delta 3 0.2033 [0.1304–0.3170] 39.1%  
  Omicron 3 0.9649 [0.6935–1.3425] 86.6%  
Neonatal hospitalization 6 0.6896 [0.5451–0.8724] 77.4%  
NICU/PICU 27 0.9110 [0.8436–0.9837] 89.3%  
 By vaccine types       p=0.0394
  mRNA vaccine 11 0.8241 [0.6951–0.9771] 94.8%  
  Inactivated vaccine 5 0.9938 [0.9433–1.0469] 0.00%  
 By trimester       p=0.5578
  1st trimester 7 1.0836 [0.7827–1.5002] 90.7%  
  2nd trimester 5 1.0269 [0.8422–1.2521] 95.9%  
  3rd trimester 7 0.9443 [0.8772–0.0165] 57.7%  
 By number of doses       p=0.0427
  1 dose 6 1.0352 [0.9392–1.1411] 74.8%  
  2 doses 8 0.9072 [0.8354–0.9852] 78.2%  

Note: The bold values indicate analyses detecting significant subgroup differences.

A 9% reduction was also observed in the NICU/PICU admissions during delivery hospitalization (OR = 0.91, 95% CI: 0.84–0.98, I2 = 89%, p < 0.01; 27 studies, 903,967 cases, Table 3, Figure 3(c)).

In the NICU/PICU subgroup analysis, no differences were detected between different vaccination times during the first, second, or third trimester (Table 3). mRNA vaccines showed a protective effect (OR = 0.82, 95% CI: 0.70–0.98), whereas inactivated vaccines demonstrated no significant effect (OR = 0.99, 95% CI: 0.94–1.05, I2 = 95%). A complete series of two doses was found to be effective (OR = 0.91, 95% CI: 0.84–0.99, I2 = 78%), while one dose showed no protective benefit (OR = 1.04, 95% CI: 0.94–1.14, I2 = 75%). Two studies included data from the Delta and Omicron periods, and no significant relationship was found between vaccine timing and neonatal outcomes during these variants.

Further details can be found in Table 3 and Figures S9–S14.

3.2.3. Obstetric Outcomes

The analysis of preterm birth outcomes associated with COVID-19 vaccination during pregnancy revealed a consistent protective effect. Overall, vaccination reduced the risk of preterm birth by 13% (OR = 0.87, 95% CI: 0.81–0.93, I2 = 94%, Table 4, Figure 4). This effect was more pronounced in individuals with prior infection (OR = 0.82, 95% CI: 0.74–0.90, I2 = 96%, Table 4) compared to those without prior infection (OR = 0.93, 95% CI: 0.81–0.93, I2 = 66%). However, the impact of inactivated and mRNA vaccines was inconclusive (Inactivated: OR = 0.95, 95% CI: 0.79–1.16, I2 = 61%; mRNA: OR = 0.99, 95% CI: 0.70–1.40, I2 = 99%, Table 4), while the adenovirus vaccine was associated with an increased risk (OR = 1.53, 95% CI: 1.14–2.06, I2 = 99%, Table 4). Two doses of the vaccine significantly reduced the risk of preterm birth (OR = 0.80, 95% CI: 0.71–0.90, I2 = 84%), but a booster dose did not show additional benefit (OR = 0.99, 95% CI: 0.44–2.22, Figure S16). The subgroup analysis of vaccination timing recommended vaccination in the third trimester (OR = 0.76, 95% CI: 0.66–0.88, I2 = 99%, Table 4). Notably, vaccination was particularly effective in preventing very preterm births (OR = 0.70, 95% CI: 0.57–0.86) and spontaneous preterm births (OR = 0.76, 95% CI: 0.67–0.86, I2 = 85%). More results are available in Table 4 and Figures S16 and S17.

Table 4.

Overall and subgroup meta-analyses of preterm birth.

  Study N OR (95% CI) I 2 Subgroup heterogeneity
Preterm birth 45 0.8695 [0.8106–0.9328] 93.6%  
 By prior infection status       p=0.0371
  Possible prior infection 25 0.8182 [0.7402–0.9043] 96.2%  
  No prior infection 20 0.9349 [0.8668–1.0084] 66.3%  
 By vaccine types       p=0.0263
  mRNA vaccine 18 0.9902 [0.6983; 1.4040] 99.8%  
  Inactivated vaccine 11 0.9538 [0.7856–1.1581] 60.9%  
  Adenovirus vaccine 2 1.5362 [1.1433; 2.0641] 98.6%  
 By trimester       p=0.0003
  1st trimester 10 1.0395 [0.9258–1.1672] 79.8%  
  2nd trimester 9 1.1361 [0.9770–1.3211] 95.7%  
  3rd trimester 9 0.7596 [0.6569–0.8784] 92.8%  
 By number of doses       p < 0.0001
  1 dose 7 1.1440 [1.0139–1.2908] 56.6%  
  2 dose 12 0.8027 [0.7137–0.9029] 84.0%  
 By type of preterm birth       p=0.9671
  Spontaneous 7 0.7625 [0.6729–0.8642] 85.1%  
  Provider-initiated 6 0.7578 [0.5776–0.9941] 94.2%  

Note: The bold values indicate analyses detecting significant subgroup differences.

Figure 4.

Figure 4

Forest plots showing the results of meta-analyses for preterm birth.

Concerning the risk of neonatal death, the analysis shows that COVID-19 vaccination during pregnancy is associated with a 53% reduction (OR = 0.47, 95% CI: 0.26–0.85, I2 = 95%, Figure 5). This protective effect is evident in individuals without prior infection (OR = 0.44, 95% CI: 0.22–0.86, I2 = 97%, Table 5), but is less significant in those with prior infection (OR = 0.56, 95% CI: 0.28–1.09, I2 = 81%, Table 5).

Figure 5.

Figure 5

Forest plots showing the results of meta-analyses for neonatal death.

Table 5.

Overall and subgroup meta-analyses of other obstetric outcomes.

  Study N OR (95% CI) I 2 Subgroup heterogeneity
Abortion 17 1.0184 [0.8938–1.1603] 93.0%  
 By prior infection status       p=0.3969
  Possible prior infection 8 0.9597 [0.8132–1.1325] 90.3%  
  No prior infection 7 1.0716 [0.8825–1.3011] 92.7%  
 By type of abortion       p=0.4117
  Spontaneous abortion 15 1.0060 [0.8806–1.1493] 93.8%  
  Threatened abortion 2 1.4137 [0.6345–3.1499] 43.8%  
 By number of doses       p=0.0994
  1 dose 3 1.0113 [0.9360–1.0927] 0.00%  
  2 dose 3 0.7613 [0.5479–1.0577] 70.7%  
 By vaccine types       p=0.6989
  mRNA vaccine 5 1.0074 [0.9424–1.0769] 25.5%  
  Inactivated vaccine 3 0.9906 [0.7425–1.3215] 0.00%  
  Adenovirus vaccine 3 2.0130 [0.3993–10.1494] 99.6%  
Postpartum hemorrhage 19 0.9897 [0.4338–2.2576] 99.5%  
 By prior infection status       p=0.3078
  Possible prior infection 9 0.8563 [0.6747–1.0867] 53.6%  
  No prior infection 8 1.0047 [0.8275–1.2199] 33.3%  
 By vaccine types       p=0.0435
  mRNA vaccine 7 1.0342 [0.8954–1.1945] 29.3%  
  Inactivated vaccine 5 0.4881 [0.2389–0.9974] 56.8%  
 By trimester       p=0.9065
  1st trimester 1 1.0712 [0.5740–1.9989] 0.00%  
  2nd trimester 1 1.1625 [0.7871–1.7168] 0.00%  
  3rd trimester 1 1.0317 [0.7190–1.4806] 0.00%  
Intrauterine fetal death 10 0.7617 [0.5344–1.0856] 26.0%  
 By prior infection status       p=0.1653
  Possible prior infection 3 0.4338 [0.1587–1.1860] 43.1%  
  No prior infection 7 0.9084 [0.6865–1.2019] 0.00%  
 By vaccine types       p=0.5371
  mRNA vaccine 5 0.9145 [0.6885–1.2147] 0.00%  
  Inactivated vaccine 1 0.3320 [0.0135–8.1893] 0.00%  
 By trimester       p=0.7043
  1st trimester 1 0.3320 [0.0135–8.1893] 0.00%  
  2nd trimester 1 1.0419 [0.5116–2.1216] 0.00%  
  3rd trimester 2 0.6453 [0.1339–3.1112] 73.5%  
 By race       p=0.1393
  White 1 2.0419 [0.4901–8.5066] 0.00%  
  Black 1 4.5267 [0.6134–33.4041] 0.00%  
  Asian 2 0.4418 [0.1014–1.9250] 0.00%  
 By number of doses       p=0.9131
  1 dose 1 0.6190 [0.0250–15.3046] 0.00%  
  2 dose 3 0.7412 [0.4859–1.1307] 0.00%  
Neonatal death 10 0.4739 [0.2628–0.8545] 95.2%  
 By prior infection status       p=0.6052
  Possible prior infection 5 0.5559 [0.2826–1.0934] 81.0%  
  No prior infection 5 0.4309 [0.2165–0.8578] 94.7%  
Stillbirth 22 0.6359 [0.5314–0.7609] 70.1%  
 By prior infection status       p=0.5571
  Possible prior infection 15 0.6175 [0.5006–0.7617] 72.7%  
  No prior infection 7 0.7055 [0.4767–1.0440] 61.8%  
 By vaccine types       p=0.4804
  mRNA vaccine 9 0.3551 [0.1215–1.0379] 98.3%  
  Inactivated vaccine 2 1.9125 [0.1277–28.6341] 68.2%  
  Adenovirus vaccine 2 0.2114 [0.0078–5.6986] 99.6%  
 By trimester       p=0.1064
  1st trimester 2 1.0494 [0.8717–1.2633] 0.0%  
  2nd trimester 2 0.9063 [0.7975–1.0298] 0.0%  
  3rd trimester 2 0.5317 [0.2734–1.0341] 84.5%  
Premature rupture of membranes 9 0.9425 [0.6861–1.2946] 70.4%  
 By prior infection status       p=0.5609
  Possible prior infection 4 0.8440 [0.4059–1.7550]    
  No prior infection 5 1.0577 [0.8602–1.3005]    
 By vaccine types       p=0.7815
  mRNA vaccine 3 0.8762 [0.5584–1.3747] 0.0%  
  Inactivated vaccine 4 0.9759 [0.5280–1.8038] 87.5%  
 By trimester       p=0.9266
  1st trimester 2 1.5050 [0.4897–4.6247] 65.4%  
  2nd trimester 1 1.1406 [0.2909–4.4726] 0.00%  
  3rd trimester 1 1.6222 [0.4667–5.6388] 0.00%  
 By number of doses       p=0.5482
  1 dose 2 1.0707 [0.7515–1.5255] 0.00%  
  2 dose 2 0.9347 [0.7158–1.2206] 0.00%  
Abnormality of placenta 14 0.8645 [0.6371–1.1731] 27.9%  
 By prior infection status       p=0.5399
  Possible prior infection 4 0.5661 [0.1709–1.8760] 73.3%  
  No prior infection 10 0.8330 [0.6179–1.1228] 0.0%  
 By type of abnormality of placenta       p=0.7472
  Combination 1 0.9037 [0.5515–1.4808] 0.00%  
  Placental previa 4 0.5320 [0.2312–1.2239] 0.00%  
  Placental abruption 3 0.8869 [0.4105–1.9164] 0.00%  
  Placental pathology 6 0.7920 [0.4449–1.4097] 62.5%  
  MVM (maternal vascular malperfusion) 4 0.5079 [0.2453–1.0516] 21.3%  
  Chorioamnionitis 5 1.3460 [0.9408–1.9258] 15.8%  

Note: The bold values indicate analyses detecting significant subgroup differences.

Furthermore, the results indicate that COVID-19 vaccination during pregnancy significantly reduces the risk of stillbirth (OR = 0.64, 95% CI: 0.53–0.76, I2 = 70%, Figure 6), with a more pronounced protective effect in individuals with prior infection (OR = 0.62, 95% CI: 0.50–0.76, Table 5).

Figure 6.

Figure 6

Forest plots showing the results of meta-analyses for stillbirth.

Other analyses revealed no significant effect on the risk of PPROM, placental abnormalities, intrauterine fetal death, or abortion. Inactivated vaccines appear to be likely effective in reducing postpartum hemorrhage (OR = 0.49, 95% CI: 0.24–1.00, I2 = 57%, Table 5).

Detailed results, including overall analyses and subgroup outcomes, can be found in Table 5 and Figures S15 and S18–S21.

3.3. Publication Bias

Potential publication bias was assessed using Egger's test and the creation of funnel plots for visual inspection, when a sufficient number of studies (N > 10) were available. No significant evidence of publication bias was found, except for studies on placental abnormalities, where two statistical outliers were excluded to address the bias.

4. Discussion

Our systematic review and meta-analysis, which included 3,676,654 individuals, primarily assessed the effectiveness of COVID-19 vaccinations and their impact on pregnancy outcomes. COVID-19 vaccination was associated with a reduced risk of maternal COVID-19 infection (OR = 0.52, 95% CI: 0.45–0.60, I2 = 97%), maternal hospitalization (OR = 0.58, 95% CI: 0.45–0.75, I2 = 79%), severe maternal outcomes (OR = 0.50, 95% CI: 0.33–0.75), and adverse neonatal outcomes, particularly neonatal death (OR = 0.47, 95% CI: 0.26–0.85, I2 = 91%), stillbirth (OR = 0.64, 95% CI: 0.53–0.76, I2 = 70%), neonatal infection (OR = 0.69, 95% CI: 0.50–0.96, I2 = 82%), neonatal hospitalization (OR = 0.69, 95% CI: 0.55–0.87, I2 = 77%), preterm birth (OR = 0.87, 95% CI: 0.81–0.93, I2 = 94%), and NICU/PICU admission (OR = 0.91, 95% CI: 0.84–0.98, I2 = 89%).

No significant increase or decrease in the risk of other adverse outcomes was found.

Overall, no adverse impacts were observed.

The third trimester appeared to be an optimal time for vaccination to reduce the risk of preterm birth, while vaccination timing had no significant effect on other outcomes.

No evidence of considerable publication bias was tested found, except for studies on placental abnormalities, which were addressed by excluding two statistical outliers.

4.1. Preterm Birth

The significant reduction in maternal COVID-19 infection rates highlights the vaccine's role in preventing severe illness during pregnancy, which is crucial given the increased risk of complications for pregnant individuals.

Previous studies have reported that COVID-19 infection during pregnancy significantly elevates the risk of preterm birth [4, 100, 101] and other neonatal complications [102]. This risk is often influenced by the severity of the infection, with more severe cases leading to higher rate [103, 104]. However, other studies have found no significant change, or even a decrease, in preterm birth rates during the pandemic [105, 106].

While the effects of COVID-19 on pregnancy are well documented, investigating how COVID-19 vaccination impacts this population remains important, particularly in light of ongoing concerns that contribute to vaccine hesitancy, which may pose risks to both individuals and their babies. The observed 13% reduction in preterm labor rates could suggest a potential link between SARS-CoV-2 infection and preterm birth. To further explore the underlying mechanisms, our study also examined the risk of PROM and placental abnormalities, as several studies have reported pathological changes, placental infections, and insufficiency following COVID-19 infection in pregnant individuals [107–110]. However, no significant reduction in risk was found among vaccinated individuals (PROM: OR = 0.94, 95% CI: 0.69–1.29; abnormality of placenta: OR = 0.86, 95% CI: 0.64–1.17, Table 5). While a possible adverse effect of chorioamnionitis was observed, the result was not significant (OR = 1.35, 95% CI: 0.94–1.92). This suggests that the exact mechanisms by which COVID-19 leads to adverse outcomes remain unclear. Our analysis included different types of preterm birth, with consistent protective effects observed for both spontaneous and initiated preterm birth (Table 4).

4.2. Neonatal Death and Stillbirth

The reduction in neonatal death and stillbirth rates supports the notion that vaccination lactating individuals may provide additional protection to the fetus through the transfer of maternal antibody, including transplacental transfer and breastfeeding. Studies have shown increased levels of Spike IgG and SIgA antibodies in breast milk, while maternal IgG antibodies to SARS-CoV-2 are efficiently transported across the placenta [111, 112] This protection appears to remain relatively significant regardless of the timing of vaccination.

4.3. Infection Status

The variation in vaccine effectiveness based on infection status underscores the complexity of immune responses during pregnancy, suggesting that both natural immunity and vaccine-induced immunity [113, 114] contribute to improved outcomes. The impact of COVID-19 further complicates the situation. To sorely looking into the independent effect of vaccination, subgroup 1 is established. Most results from the vaccine-induced group continue to support the protective effect against adverse perinatal outcomes. The protective effect of vaccination remains constant despite the potential risks COVID-19 may pose to pregnancies, even after excluding the influence of natural immunity in pregnant individuals with unclear prior infection status. However, instability was observed in outcomes like preterm birth and neonatal death, where vaccination efficacy was more pronounced in those without prior infection during pregnancy. This suggests that COVID-19 infection may contribute more to adverse outcomes than natural immunity.

4.4. Inactivated Vaccines and Adenovirus Vaccines

Inactivated vaccination effectively reduces the rate of maternal infection by 48%, maternal hospitalization by 42%, and neonatal infection by 31%. It also marginally lowered the odds of postpartum hemorrhage. However, for other outcomes, no consistent improvement was observed compared to the unvaccinated control group.

Data on adenovirus vaccines were collected for outcomes related to preterm birth, abortion, and stillbirth. Analysis of other outcomes was not conducted due to the limited number of studies or lack of specific data on this vaccine type, as most studies involved a mixed-vaccination population. No significant impact was observed, except for preterm birth, where the OR for the adenovirus vaccine was 1.53 (95% CI: 1.14–2.06).

Overall, the findings support the continued use of inactivated vaccines to protect maternal and neonatal health during the ongoing pandemic, despite some variations in the protective effects on different maternal and neonatal outcomes with different vaccine types.

4.5. Booster Dose

Booster doses can increase both sIgA and IgG antibody titers, enhancing immunization in neonates of breastfeeding mothers and providing additional protection through increased immunoglobulin transfer via the cord blood [115–117]. Studies have shown that licensed mRNA COVID-19 vaccines maintain robust immunity for approximately 5 to 6 months [116], making booster doses necessary to sustain SARS-CoV-2-specific responses and address the emergence of more contagious variants [118, 119] (https://www.cdc.gov/media/releases/2021/s1129-booster-recommendations.html). Several studies have demonstrated the safety of booster doses during pregnancy.

For further investigation, this subgroup was analyzed across various outcomes, including maternal COVID-19 infection, maternal hospitalization, preterm birth, PROM or placental abruption, abnormalities of the placenta, postpartum hemorrhage, abortion, intrauterine fetal death, neonatal death, and stillbirth. The results show either no significant effect or weak promotion of outcomes, which suggest that while full vaccination provided more robust protection, the benefit of a booster dose was less clear. The absence of significant adverse effects indicates that booster doses are likely safe. However, the high variability in certain outcomes (e.g., maternal hospitalization and postpartum hemorrhage) highlights the need for more robust studies with larger sample sizes to confirm these findings.

4.6. Comparison With Existing Literature

A 2024 meta-analysis [120] reported a substantial reduction in maternal hospitalization (OR = 0.06, 95% CI: 0.01–0.71) in its primary analysis of test-negative design studies. However, in the comparative cohort (unadjusted) studies, the association was inconsistent (OR = 0.41, 95% CI: 0.13–1.28). Based on the adjusted estimates from the extracted data, no association was found between COVID-19 vaccination and other maternal outcomes, except for a reduction in the risk of hypertensive disorders during pregnancy.

A meta-analysis [121] (30 studies involving 862,272 individuals) reported a 1.78-fold increased risk of neonatal infection in the first 2, 4, and 6 months of life during the Omicron period. However, a decrease in maternal hospitalization, ICU admissions, NICU admissions, stillbirth, and preterm births at 37, 32, and 28 weeks' gestation was observed. Our study offers a further and more detailed analysis of potential influencing factors based on a larger population and a broader time range. It suggests that the observed reduction in preterm birth rates is likely attributed to vaccination alone, with prior infection not contributing to the improvement in rates.

A recent meta-analysis [122] reviewed on the efficacy of different types of COVID-19 vaccines in the general population. The findings revealed that mRNA vaccines were the most effective (OR = 0.08, 95% CI: 0.06–0.10), followed by inactivated vaccines (OR = 0.20, 95% CI: 0.14–0.29), such as BBV152 (Bharat Biotech) and CoronaVac (Sinovac). Nonreplicating viral vector–based vaccines, including ChAdOx1 nCoV-19 (AstraZeneca/Oxford Covishield), Ad26.COV2.S (Janssen), and Ad5-nCoV (CanSino), demonstrated moderate efficacy (OR = 0.36, 95% CI: 0.28–0.46).

A 2023 meta-analysis [123] looked further into the effects of dose regimen and timing of vaccination during pregnancy, confirming the dose- and time-dependent effectiveness of COVID-19 vaccines in pregnant individuals. Vaccine effectiveness increased from day 11 to day 28 after the first dose, with an overall efficacy of approximately 96% after two doses. For inactivated vaccines, effectiveness was 40.97% after one dose (≥ 14 days) and 85.39% after full vaccination. These findings may help explain why, in our analysis, vaccination during the third trimester significantly reduces the likelihood of preterm birth. As previously observed, maternal infection is a major contributor to adverse perinatal outcomes, including preterm birth. Recent vaccination improves immunity, leading to a reduction in preterm birth rates. Additionally, no positive or adverse effects on perinatal outcomes (such as placental abruption, postpartum hemorrhage, miscarriage, stillbirth, preterm birth, or small-for-gestational-age infants) were found in this study.

4.7. Limitations

This analysis has several limitations. The inclusion of studies with varying designs, populations, and definitions of outcomes contributed to heterogeneity in some results. Moreover, although connections between comorbidities—such as preexisting diabetes mellitus, hypertension, and cardiovascular disease—and an increased risk of adverse pregnancy outcomes have been identified [124], we could not adjust for all potential biases due to incomplete information regarding the populations included.

The lack of data for certain subgroups, such as the specific effects of booster doses, limits the generalizability of some findings. Additionally, the observational nature of most included studies prevents us from establishing causality definitively.

4.8. Implications for Practice

Despite these limitations, the findings strongly support the recommendation for COVID-19 vaccination during pregnancy to protect both maternal and fetal health. Healthcare providers should actively encourage vaccination among pregnant individuals, emphasizing the safety and potential benefits in preventing severe COVID-19 and improving neonatal health.

4.9. Future Research

Future studies should constantly focus on large, diverse populations to validate these findings and explore the mechanisms underlying the protective effects of vaccination. Moreover, further research is needed to assess the effects of adenovirus vaccines and booster doses in pregnant populations. Long-term outcomes of vaccinated pregnancies, as well as the potential benefits of more specific vaccine timing, should also be investigated to provide a more comprehensive understanding of vaccination's impact on maternal and fetal health.

5. Conclusion

This meta-analysis confirms that COVID-19 vaccination during pregnancy is safe and beneficial, reducing the risks of maternal infection and several adverse neonatal outcomes. These results support public health policies advocating for the vaccination of pregnant women as a critical measure to protect maternal and fetal health during the pandemic.

Data Availability Statement

The data underlying this article are available in the article and its online supporting information.

Ethics Statement

This meta-analysis was based solely on previously published studies and did not involve new data collection from human participants; therefore, ethical approval was not required. All included studies had received appropriate ethical approval and were conducted in accordance with the Declaration of Helsinki.

Consent

Given the nature of this study as a meta-analysis of previously published data, no individual patient data were collected or analyzed. Therefore, patient consent was not required. However, all included studies in this meta-analysis were confirmed to have obtained the necessary patient consent as per their respective institutional review boards or ethics committees' requirements.

Conflicts of Interest

The authors declare no conflicts of interest.

Funding

The research was funded by the Natural Science Foundation of Chongqing of China (no. CSTB2022NSCQ-LZX0062).

Supporting Information

Supporting Information

Additional supporting information can be found online in the Supporting Information section.

6115890.f1.docx (109.7KB, docx)

Search strategy, supporting figures (described as Figures S1–S21 in the article), and NOS are provided in the supporting information file. Supporting Figure 1: Forest plots showing the results of meta-analyses for maternal infection (booster vs. 2 doses). Supporting Figure 2: Forest plots showing the results of meta-analyses for maternal infection (vaccinated during pregnancy vaccinated before pregnancy and unvaccinated). Supporting Figure 3: Forest plots showing the results of meta-analyses for maternal hospitalization (booster vs. unvaccinated). Supporting Figure 4: Forest plots showing the results of meta-analyses for maternal hospitalization (Delta waves). Supporting Figure 5: Forest plots showing the results of meta-analyses for maternal hospitalization (Omicron waves). Supporting Figure 6: Forest plots showing the results of meta-analyses for maternal hospitalization (Booster in Delta waves). Supporting Figure 7: Forest plots showing the results of meta-analyses for maternal hospitalization (Booster in Omicron waves). Supporting Figure 8: Forest plots showing the results of meta-analyses for maternal hospitalization (2 doses). Supporting Figure 9: Forest plots showing the results of meta-analyses for NICU (booster vs. unvaccinated). Supporting Figure 10: Forest plots showing the results of meta-analyses for neonatal infection (2 doses). Supporting Figure 11: Forest plots showing the results of meta-analyses for neonatal infection (booster vs. unvaccinated). Supporting Figure 12: Forest plots showing the results of meta-analyses for neonatal hospitalization (mRNA vaccine). Supporting Figure 13: Forest plots showing the results of meta-analyses for neonatal hospitalization (1st trimester). Supporting Figure 14: Forest plots showing the results of meta-analyses for neonatal hospitalization (2 doses). Supporting Figure 15: Forest plots showing the results of meta-analyses for stillbirth (booster vs. unvaccinated). Supporting Figure 16: Forest plots showing the results of meta-analyses for preterm (booster vs. unvaccinated). Supporting Figure 17: Forest plots showing the results of meta-analyses for preterm (< 34 weeks). Supporting Figure 18: Forest plots showing the results of meta-analyses for intrauterine fetal death (booster vs. unvaccinated). Supporting Figure 19: Forest plots showing the results of meta-analyses for postpartum hemorrhage (booster vs. unvaccinated). Supporting Figure 20: Forest plots showing the results of meta-analyses for abortion (vaccinated in 1st trimester vs. unvaccinated). Supporting Figure 21: Forest plots showing the results of meta-analyses for abortion (vaccinated during pregnancy vs. vaccinated before pregnancy and unvaccinated). Supporting Table 1: Quality evaluation of the eligible cohort studies with Newcastle–Ottawa scale. Supporting Table 2: Quality evaluation of the eligible case–control studies with Newcastle–Ottawa scale.

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