Output list
Journal article
Pregnancy with multiple high-risk factors: a systematic review and meta-analysis
Published 2025
Journal of global health, 15, 04027
Background:
A wide spectrum of high-risk factors in pregnancy can lead to adverse pregnancy outcomes or short- or long-term health effects. Despite this, there has been no synthesis of findings on the measurement, potential causes, and health outcomes of multiple high-risk factors in pregnancy (MHFP). We aimed to address this gap by summarising the existing research on this topic.
Methods:
We retrieved studies published up to 3 June 2024 through systematic database searches and used a narrative synthesis approach to summarise the measurement, patterns, causes, and outcomes of MHFP. We also estimated the pooled MHFP prevalence through meta-analysis with a random effects model and performed subgroup analyses and meta-regression to examine potential sources of between-study heterogeneity.
Results:
We included 83 observational studies published between 2010 and 2024, of which 72% were from high-income countries. These studied factors can be grouped into four categories: physical conditions, mental conditions, sociobehavioural problems, and pregnancy history. We identified 16 MHFP patterns, among which co-existing multiple physical conditions were the most common pattern. The overall pooled prevalence of MHFP was 12% (95% confidence interval (CI) = 12–13), with an increasing trend and relatively higher levels in low- and middle-income countries (LMICs). We observed heterogeneity in the measurement of MHFP across the studies, possibly due to the number of risk factors in the definition of MHFP. About 78% of included studies investigated MHFP-associated health outcomes for women and offspring, with only two studies examining long-term maternal or offspring outcomes later in life.
Conclusions:
Research into MHFP has been emerging over the past decade, but is far from complete. The burden of MHFP is increasing worldwide, particularly LMICs. Maternal healthcare systems must shift to a multidisciplinary and integrated framework so as to better design and implement prevention and intervention programmes and sustain the healthy development of the next generation.
Registration:
PROSPERO: CRD42022358889.
Journal article
Maternal Pregnancy and Pre-Pregnancy Weight and Behavioural Outcomes in Children
Published 2024
Behavioral sciences, 14, 1, 49
Reported associations of pre-pregnancy weight and/or gestational weight gain with offspring behavioural outcomes are inconsistent. Using data from the Avon Longitudinal Study of Parents and Children (ALSPAC), this study aimed to examine these associations at five developmental stages between the ages of 3 and 16. Over 6800 mother-offspring pairs at age 3 and 3925 pairs at age 16 were included. Pre-pregnancy underweight was associated with a 22% increased risk of total behavioural difficulties (OR = 1.22, 95% CI 1.02-1.45). In separate analyses using the SDQ subscales, pre-pregnancy underweight was linked to a 37% (OR = 1.37, 95% CI 1.14-1.65) and 33% (OR = 1.33, 95% CI 1.01-1.76) increased risk of emotional symptoms and prosocial behaviour problems over time, respectively. While pre-pregnancy overweight was associated with an 11% (OR = 1.11, 95% CI 1.03-1.20) and 18% (OR = 1.18, 95% CI 1.03-1.36) increased risk of conduct and peer relationship problems, respectively, pregnancy obesity was associated with a 43% increased risk of emotional problems (OR = 1.43, 95% CI 1.16-1.77). We found no evidence of associations between gestational weight gain and child behaviour except for a reduced risk in prosocial behaviour problems (OR = 0.82, 95% CI 0.70-0.96). Our findings provide insights into the link between preconception BMI and child behaviour, underscoring the necessity for further research to validate these associations and elucidate underlying mechanisms.
Journal article
Perinatal outcomes of Aboriginal women with mental health disorders
Published 2023
Australian and New Zealand journal of psychiatry, 57, 10, 1331 - 1342
Objective: Maternal mental disorders have been associated with adverse perinatal outcomes such as low birthweight and preterm birth, although these links have been examined rarely among Australian Aboriginal populations. We aimed to evaluate the association between maternal mental disorders and adverse perinatal outcomes among Aboriginal births.
Methods: We used whole population-based linked data to conduct a retrospective cohort study (N=38,592) using all Western Australia singleton Aboriginal births (1990–2015). Maternal mental disorders were identified based on the International Classification of Diseases diagnoses and grouped into six broad diagnostic categories. The perinatal outcomes evaluated were preterm birth, small for gestational age, perinatal death, major congenital anomalies, foetal distress, low birthweight and 5-minute Apgar score. We employed log-binomial/-Poisson models to calculate risk ratios and 95% confidence intervals.
Results: After adjustment for sociodemographic factors and pre-existing medical conditions, having a maternal mental disorder in the five years before the birth was associated with adverse perinatal outcomes, with risk ratios (95% confidence intervals) ranging from 1.26 [1.17, 1.36] for foetal distress to 2.00 [1.87, 2.15] for low birthweight. We found similar associations for each maternal mental illness category and neonatal outcomes, with slightly stronger associations when maternal mental illnesses were reported within 1year rather than 5years before birth and for substance use disorder.
Conclusions: This large population-based study demonstrated an increased risk of several adverse birth outcomes among Aboriginal women with mental disorders. Holistic perinatal care, treatment and support for women with mental disorders may reduce the burden of adverse birth outcomes.
Journal article
Published 2023
Midwifery, 125, 103779
Objective
Maternal mental health problems are common during the perinatal period and have been associated with several negative outcomes in children. However, few studies have examined the associations between maternal mental health problems and offspring outcomes among Indigenous people, and the findings across these studies have been inconsistent. This scoping review examined the birth and childhood (≤12 years) health and development outcomes of the children of Indigenous women with mental health problems.
Methods
A scoping review was conducted following the methodological framework developed by Arksey and O'Malley and based on the PRISMA-ScR guidelines. Eight databases were searched electronically for studies examining the associations between any perinatal maternal mental health problems and birth and childhood outcomes among the Indigenous populations of Australia, Canada, New Zealand, and the USA. Two authors reviewed studies for inclusion. A narrative synthesis approach was adopted.
Results
Of 2,836 records identified, 10 were eligible. One of three studies evaluating maternal depression and anxiety problems found a negative (adverse) association with birth and childhood behavioural outcomes. Six of seven studies that examined the associations between maternal substance use disorder (mainly alcohol use disorder) and several birth and childhood outcomes found at least one negative association.
Conclusions and implications for practice
Maternal substance use disorder appears to be associated with adverse birth and childhood outcomes among some Indigenous populations. However, there is preliminary evidence for the other common maternal mental health problems. Further research is critically required to draw definitive conclusions regarding the impact of maternal mental health problems on the birth and childhood outcomes.
Journal article
Published 2023
European psychiatry, 66, S1, S717
Introduction
Existing evidence in the association between maternal pregnancy and pre-pregnancy weight and behavioural outcomes in children.
Objectives
This study aimed to examine these associations at six developmental time-points between ages 3 and 16.
Methods
We used data from the Avon Longitudinal Study of Parents and Children (ALSPAC), an ongoing population-based longitudinal pregnancy cohort study in Bristol, United Kingdom (UK). Data on behavioural outcomes were measured at ages 3.5, 7, 9, 11 and 16 years using the Strengths and Difficulties Questionnaire (SDQ). Over 7960 (at 3.5 years of age) and 4400 (at 16 years of age) mother-child pairs were included in the final analysis. Logistic regression analyses were used to examine the associations.
Results
Pre-pregnancy BMI and gestational weight gain were associated with total behavioural difficulties in children across all age groups. In separate analyses using each SDQ subscale, however, we found that pre-pregnancy underweight was associated with emotional problems at ages 7 (OR = 1.66, 95% CI; 1.20 – 2.29), 11 (OR = 1.49, 95% CI; 1.02 – 2.18) and 16 (OR = 1.74, 95% CI; 1.16 – 2.60) years and hyperactivity/inattention problems at age 16 (OR = 1.96, 95% CI; 1.27 – 3.05). We also found an association between guideline-discordant gestational weight gain and peer relationship problems at age 9 and pro-social behaviour at ages 9 and 11.
Conclusions
Our findings highlight that pre-pregnancy underweight than overweight, obesity or gestational weight gain may influence the emotional health of children and adolescents.
Journal article
Published 2023
Population medicine, 5, A1031
Background and Objective: Existing evidence in the association between maternal pregnancy and pre-pregnancy weight and behavioural outcomes in children is limited and inconsistent. This study aimed to examine these associations at five developmental time points between ages 3 and 16. Methods: We used data from the Avon Longitudinal Study of Parents and Children (ALSPAC), an ongoing population-based longitudinal pregnancy cohort study in Bristol, United Kingdom (UK). Data on behavioural outcomes were measured at ages 3.5, 7, 9, 11 and 16 years using the Strengths and Difficulties Questionnaire (SDQ). Over 7960 (at 3.5 years of age) and 4400 (at 16 years of age) mother-child pairs were included in the final analysis. Generalised estimated Equation (GEE) and logistic regression analyses were used to examine the associations. Results: Preconception underweight was associated with emotional symptoms in children (OR = 1.38, 95% CI; 1.15 – 1.66). We found an increased risk of peer relationship problems in the offspring of mothers with pre-conception overweight (OR = 1.17, 95% CI; 1.01 – 1.35) and obesity (OR = 1.41, 95% CI; 1.13 – 1.74). Preconception BMI was not associated with hyperactivity/inattention problems and conduct problems. We also found no evidence of the association between gestational weight gain and child behaviour. Conclusions: Our Findings highlight that preconception BMI, but not gestational weight gain, may influence the emotional health of children and adolescents.
Journal article
Adverse perinatal outcomes among Aboriginal women with mental health disorders
Published 2023
Population medicine, 5, A1222
Background and Objective: Maternal mental disorders are implicated in a range of adverse perinatal outcomes, although few studies have examined these links among Australian Aboriginal populations. We aimed to evaluate the association between maternal mental disorders and key adverse perinatal outcomes among Aboriginal neonates. Methods: We used whole population-based linked data to conduct a retrospective cohort study (N=38,592) using all Western Australia singleton Aboriginal births (1990–2015). Maternal mental disorders were identified based on the International Classification of Diseases codes and grouped into six broad diagnostic categories (severe mental disorder, common mental disorder, personality disorder, substance use disorder, and all other adulthood- and childhood-onset mental disorders). Perinatal outcomes evaluated included preterm birth, small for gestational age, perinatal death, major birth defect, fetal distress, low birth weight, and low Apgar score. We employed log-binomial/-Poisson models to calculate risk ratios (RRs) and 95% confidence intervals (CIs). Results: After adjustment for sociodemographic factors and pre-existing medical conditions, having a maternal mental disorder (within the five years prior to birth) was associated with adverse perinatal outcomes, with RRs (95% CIs) ranging from 1.26 (1.17, 1.36) for fetal distress to 2.00 (1.87, 2.15) for low birth weight. We found similar associations between each maternal mental disorder category and birth outcome, with slightly stronger associations for maternal mental disorders within the year prior to birth and for substance use disorder. The strongest association was found between maternal substance use disorder within the year prior to birth and low birth weight (RR=2.34, 95% CI: 2.16, 2.53). Conclusions: This large population-based study demonstrated an increased risk of preterm birth, low birthweight, perinatal mortality, and other adverse outcomes among births to Aboriginal women with mental disorders. Holistic perinatal care, treatment, and support for women with mental disorders may reduce adverse outcomes among Aboriginal births.
Journal article
Published 2023
Paediatric and perinatal epidemiology, 37, 1, 31 - 44
Background
Having a preterm (<37 weeks' gestation) birth may increase a woman's risk of early mortality. Aboriginal and Torres Strait Islander (hereafter Aboriginal) women have higher preterm birth and mortality rates compared with other Australian women.
Objectives
We investigated whether a history of having a preterm birth was associated with early mortality in women and whether these associations differed by Aboriginal status.
Methods
This retrospective cohort study used population-based perinatal records of women who had a singleton birth between 1980 and 2015 in Western Australia linked to Death Registry data until June 2018. The primary and secondary outcomes were all-cause and cause-specific mortality respectively. After stratification by Aboriginal status, rate differences were calculated, and Cox proportional hazard regression was used to estimate adjusted hazard ratios (HR) and 95% confidence intervals (CI) for all-cause and cause-specific mortality.
Results
There were 20,244 Aboriginal mothers (1349 deaths) and 457,357 non-Aboriginal mothers (7646 deaths) with 8.6 million person-years of follow-up. The all-cause mortality rates for Aboriginal mothers who had preterm births and term births were 529.5 and 344.0 (rate difference 185.5, 95% CI 135.5, 238.5) per 100,000 person-years respectively. Among non-Aboriginal mothers, the corresponding figures were 125.5 and 88.6 (rate difference 37.0, 95% CI 29.4, 44.9) per 100,000 person-years. The HR for all-cause mortality for Aboriginal and non-Aboriginal mothers associated with preterm birth were 1.48 (95% CI 1.32, 1.66) and 1.35 (95% CI 1.26, 1.44), respectively, compared with term birth. Compared with mothers who had term births, mothers of preterm births had higher relative risks of mortality from diabetes, cardiovascular, digestive and external causes.
Conclusions
Both Aboriginal and non-Aboriginal women who had a preterm birth had a moderately increased risk of mortality up to 38 years after the birth, reinforcing the importance of primary prevention and ongoing screening.
Journal article
Published 2022
Australian and New Zealand Journal of Obstetrics and Gynaecology, 62, 4, 494 - 499
Background
It is known that a previous preterm birth increases the risk of a subsequent preterm birth, but a limited number of studies have examined this beyond two consecutive pregnancies.
Aims
This study aimed to assess the risk and patterns of (recurrent) preterm birth up to the fourth pregnancy.
Materials and Methods
We used Western Australian routinely linked population health datasets to identify women who had two or more consecutive singleton births (≥20 weeks gestation) from 1980 to 2015. A log-binomial model was used to calculate risk ratios (RRs) and 95% confidence interval (CIs) for preterm birth risk in the third and fourth deliveries by the combined outcomes of previous pregnancies.
Results
We analysed 255 435 women with 651 726 births. About 7% of women had a preterm birth in the first delivery, and the rate of continuous preterm birth recurrence was 22.9% (second), 44.9% (third) and 58.5% (fourth) deliveries. The risk of preterm birth at the third delivery was highest for women with two prior indicated preterm births (RR 12.5, 95% CI: 11.3, 13.9) and for those whose first pregnancy was 32–36 weeks gestation, and second pregnancy was less than 32 weeks gestation (RR 11.8, 95% CI: 10.3, 13.5). There were similar findings for the second and fourth deliveries.
Conclusions
Our findings demonstrate that women with any prior preterm birth were at greater risk of preterm birth in subsequent pregnancies compared with women with only term births, and the risk increased with shorter gestational length, and the number of previous preterm deliveries, especially sequential ones.
Journal article
Published 2022
Australian and New Zealand Journal of Obstetrics and Gynaecology, 62, 4, 518 - 524
Background
There is scant literature about antepartum stillbirth management but guidelines usually recommend reserving caesarean sections for exceptional circumstances. However, little is known about caesarean section rates following antepartum stillbirth in Australia.
Aims
We aimed to describe the onset of labour, mode of birth, and use of analgesia and anaesthesia following antepartum stillbirth and to identify factors associated with caesarean section.
Material and Methods
In this retrospective cohort study, we used a population-based dataset of all singleton antepartum stillbirths ≥20 weeks gestation in Western Australia between 2010-2015. The overall, primary and repeat caesarean section rates for antepartum stillbirths were calculated and multivariable Poisson regression analyses were performed to identify associated factors, and to calculate relative risks (RRs) and 95% confidence intervals (CIs).
Results
This study included 634 antepartum stillbirths. Labour was spontaneous for 134 (21.1%), induced for 457 (72.1%), and 43 (6.8%) had a prelabour caesarean section. The overall, primary and repeat caesarean section rates were 8.5%, 4.6% and 23.0% respectively and increased with gestation (P trends all <0.01). Other factors associated with an increased caesarean section risk included: any placenta praevia or placental abruption, birth at a metropolitan private hospital, large-for-gestational-age birthweight, and any maternal chronic condition. During labour, the most frequently used types of analgesia were systemic narcotics (46.0%) and regional blocks (34.7%) while among those who had a caesarean section, 40.7% had a general anaesthetic.
Conclusions
In Western Australia between 2010–2015, the caesarean section rates among women with antepartum stillbirths were low, in line with current guidelines.