Women's Health Commons^™

Racial Disparities In Maternal Mortality: The Role Of Explicit And Implicit Bias In U.S. Healthcare, Lailah Allen

Capstone Showcase

Maternal mortality in the United States remains a critical public health crisis, with disproportionately high rates among Black and other minority women. Despite advances in obstetric medicine, racial disparities in pregnancy-related deaths persist due to structural inequities, implicit bias in healthcare delivery, unequal access to prenatal and postpartum care, and broader social determinants of health. Nationally, Black women are significantly more likely to experience severe maternal morbidity and mortality compared to White women, reflecting longstanding inequities embedded within the healthcare system. This paper examines the relationship between race, healthcare access, and maternal outcomes through a focused case study of and …

Association Between Neighborhood Social Determinants Of Health And Stillbirth, Tetsuya Kawakita, Misa Hayasaka, Ann M. Harper, John Brush, George Saade

Department of Obstetrics & Gynecology Faculty Publications

OBJECTIVE:

To examine the association between neighborhood-level social determinants of health and stillbirth.

METHODS:

We performed a retrospective cohort study of deliveries that occurred at a gestational age of at least 20 weeks within a five-hospital system (2012-2022). Electronic health record data mapped to the Observational Medical Outcomes Partnership Common Data Model were geocoded using addresses at the time of delivery and linked to neighborhood health indices, which included the Area Deprivation Index (ADI), Maternal Vulnerability Index (MVI), and Social Vulnerability Index (SVI) at the Census tract level. Stillbirths were adjudicated by medical record review. Modified Poisson regression generated relative …

The Association Between The Degree Of Social Vulnerability And Maternal Anemia And Other Adverse Perinatal Outcomes, Rubymel J. Knupp, Christina T. Blanchard, Ariann Nassel, Ashley Shea, Lindsay S. Robbins, Jeff M. Szychowski, Ashley N. Battarbee, Akila Subramaniam

Department of Obstetrics & Gynecology Faculty Publications

Objective

Maternal anemia in pregnancy is associated with many adverse maternal, fetal, and neonatal outcomes. The role of social determinants of health (SDOH) in the development of maternal anemia and other adverse outcomes is continually evolving. One such newer tool, the Social Vulnerability Index (SVI), measures an individual's community-level SDOH, with higher SVI denoting higher vulnerability. Our objective was to evaluate the association between SVI, maternal anemia, and other adverse perinatal outcomes.

Methods

Retrospective cohort study of pregnant individuals delivering singletons at a gestational age ≥23 weeks at a single center from 2014 to 2018. Patients with sickle cell disease, …

The Association Between Social Vulnerability And Racial Disparities In Preterm Birth, Anita Pershad, Gabby Adams, Lindsay Robbins, George Saade, Tetsuya Kawakita

Department of Obstetrics & Gynecology Faculty Publications

Objective

To evaluate the association between county-level social vulnerability and preterm birth and assess whether racial disparities vary across levels of vulnerability.

Methods

This cross-sectional study utilized restricted Centers for Disease Control and Prevention natality data from 2023. We included Black or White births with singleton pregnancies across 3123 US counties from 50 US states and the District of Columbia. Participants were grouped into quartiles based on the county-level Social Vulnerability Index (SVI), with quartile 4 representing the most socially vulnerable populations. The primary outcome was preterm birth, defined as delivery before 37 weeks. Secondary outcomes included small for gestational …

Development Of A Semi-Mechanistic Population Pharmacokinetic Model For Predicting Tenofovir Disoproxil Fumarate And Tenofovir Alafenamide Exposure In Plasma And Cellular Matrices During Pregnancy And Postpartum, Yifan Yu, Kristina M. Brooks, Gustavo F. Doncel, Brookie M. Best, Mark A. Marzinke, Mark Mirochnick, Peter Anderson, Landon Myer, Connie Celum, Renee Heffron, Jenell Coleman, Dvora Joseph Davey, Craig W. Hendrix, Jeremiah D. Momper, Robert Bies, Rachel K. Scott

CONRAD Publications

Background and Objective

Tenofovir (TFV)-based regimens are backbones of both HIV treatment and pre-exposure prophylaxis during pregnancy. Multiple studies have shown up to one-third decreases in dried blood spot tenofovir-diphosphate concentrations during pregnancy among participants taking tenofovir disoproxil fumarate (TDF). Currently, there are no mechanism-based models describing the pharmacokinetics of tenofovir diphosphate (the active anabolite) in peripheral blood mononuclear cells (PBMCs) of pregnant individuals receiving TDF or tenofovir alafenamide (TAF), and the mechanisms behind observed differences between dried blood spots and PBMCs remain unclear.

Methods

To address this gap, we developed a semi-mechanistic model to simultaneously describe the pharmacokinetics of …

Maternal Healthcare In The United States: An Exploration Of The Organizational And Political Determinants Of Maternal Healthcare Quality And Outcomes, Tamaya S. Browder

College of Graduate Studies: Theses & Dissertations

Despite having an advanced U.S. healthcare system, childbirth remains risky in the US, especially for socially vulnerable populations. Medicaid covers a large portion of births and is equipped to implement large-scale interventions to improve maternity care and patient outcomes. Two studies were conducted to (a) examine the relationship between organizational factors in U.S. hospitals and adverse clinical outcomes among Medicaid-insured maternity patients, and (b) analyze state-level Medicaid bundled payment models for maternity care. Guided by the Donabedian Quality of Care Model, Study One used logistic regression on data from the 2018-2020 National Inpatient Sample to explore how hospital organizational factors …

Timelines Of Care: Analyzing Treatment Access For Women With Ongoing Reproductive Health Needs, Nyla M. Keith

Honors Undergraduate Theses

Mandates in the United States created pressure on an already strained healthcare system post-COVID-19 pandemic. With new regulations placed upon abortion care forcing the closing of low-cost health clinics such as Planned Parenthood, legislation that has made health insurance more expensive, and rising pharmaceutical prices, women’s OB/GYN care in America has struggled to meet patient needs. A cross-sectional survey was developed and distributed to four clinics in the Orlando area to assess patients' perceived access to care and identify barriers to receiving OB/GYN care. The survey took approximately 10 – 15 minutes to complete, was available in print and online …

Pregnant Women’S Attitudes And Intentions Toward Tuberculosis, Malaria, Group B Streptococcus, And Respiratory Syncytial Virus Vaccines In Pregnant: Findings From A Cross-Sectional Study Of Pregnant Women Living In Brazil, Ghana, Kenya, And Pakistan, Rupali Limaye, Jessica Schue, Berhaun Fesshaye, Prachi Singh, Emily Miller, Renato Souza, Saleem Jessani, Marleen Temmerman, Caroline Dinam Badzi, Molly Sauer, Vanessa Brizuela, Ruth Karron

Centre of Excellence in Women and Child Health

There are numerous infections that can adversely impact a developing fetus, neonates, and pregnant women, and there is limited research related to how specific infections experienced during pregnancy can affect these populations. Tuberculosis (TB), malaria, Group B streptococcus (GBS) and respiratory syncytial virus (RSV) can cause negative outcomes to maternal and neonatal health. For TB and GBS, there are vaccines in various stages of clinical trial development, and malaria and RSV vaccines are available. This study aimed to examine pregnant women’s attitudes toward TB, malaria, GBS, and RSV vaccines in Brazil, Ghana, Kenya, and Pakistan. We administered a cross-sectional survey …

Osmotic Dilators Vs. Foley Balloons: Bayesian Secondary Analyses Of The Dilafol Trial, Antonio F. Saad, Elenir B. C. Avritscher, Claudia Pedroza, Xiao Han, George R. Saade

Department of Obstetrics & Gynecology Faculty Publications

Background: Dilapan-S, a synthetic osmotic dilator used for pre-induction cervical ripening, has proven to be as effective as the Foley balloon in terms of vaginal versus cesarean delivery and has been associated with increased patient satisfaction. Nevertheless, its ability to lower cesarean rates and its cost-effectiveness remain poorly studied.

Objectives: To estimate the likelihood that synthetic osmotic dilators reduce cesarean deliveries and to evaluate their health system costs (2026 US$) and incremental cost-effectiveness compared to the Foley balloon during cervical ripening.

Study Design: Secondary Bayesian analyses were conducted using data from the single-center DILAFOL randomized controlled trial, which enrolled 419 …

Low-Lying Placenta Is Associated With Increased Risk Of Hemorrhage And Severe Maternal Morbidity: A Nationwide Analysis, May Abiad, Giulia Bonanni, Nikan Zargarzadeh, Ali Javinani, Scott A. Shainker, Anna M. Modest, George R. Saade, Kjersti Aagaard, Alireza A. Shamshirsaz

Department of Obstetrics & Gynecology Faculty Publications

Background

Placenta previa (PP) is a well-recognized obstetric complication with established maternal risks, particularly hemorrhage, that contribute significantly to maternal morbidity. In contrast, low-lying placenta (LLP) has historically been grouped with previa in both coding and clinical practice, limiting our ability to study its imparted associated outcomes as a distinct entity. However, in 2017, coding revisions allowed for a parsed diagnosis of LLP and PP and enabled the current study of differentiated associated outcomes.

Objectives

To describe and compare the independent rates of hemorrhage and severe maternal morbidity (SMM) associated with LLP and PP relative to normal placentation.

Methods

We …

Interventions To Promote Menstrual Health Among Adolescents In Lmic’S: Protocol For A Systematic Review, Precilla Dsilva, Sudhir Prabhu Dr, Prajna Kumari Dr, Baby S. Nayak Dr, Judith Noronha Dr

Manipal Journal of Nursing and Health Sciences

Background: Menarche brings out significant change in each girl’s life. Coping with the discomforts and adopting the body changes becomes a biggest challenge for every teen. Cost effective non pharmacological interventions will help to bring about improvement in the general wellbeing and quality of life in each adolescents life.

Objective: This review aims to determine the different menstrual interventions adopted by adolescent girls residing in Low and Middle Income Countries (LMIC’s). The Review question will be :What interventions are currently available, and how do they contribute in promoting menstrual health among adolescents from LMICs

Methods: This review will include …

Exploring The Prevalence And Determinants Of Self-Medication During Pregnancy Among Women From South Punjab, Pakistan, Madiha Madiha, Sehar Jabbar, Imran Masood

Makara Journal of Health Research

Background: For developing countries with high neonatal and maternal mortality rates, any practice that may threaten the maternal-fetal health must be gauged. This study evaluated the prevalence and contributing factors of self-medication during pregnancy among women opting for antenatal or postnatal care in South Punjab, Pakistan.

Methods: A cross-sectional study design was used. Data was collected from 424 women, selected through multi-stage sampling, who visited health care facilities located in six randomly selected cities of South Punjab. Outcomes reported by descriptive and inferential statistics (p < 0.05). Binary logistic regression analysis was performed to determine the association of self-medication with different factors.

Results: Most of the women were involved in self-medication practice (38.9%) …

Standardizing The Use Of The Sinc Screening Tool In A Rural Clinic, Madison Foss

DNP Projects

Unmet contraceptive need represents a persistent quality gap in rural primary care, where reproductive health discussions are often inconsistently addressed. A rural primary care clinic in Shelbyville, Tennessee lacked a standardized, evidence-based process for screening women of childbearing age (15–44 years) for contraceptive needs. This quality improvement project evaluated the feasibility and effectiveness of implementing the Self-Identified Need for Contraception (SINC) screening tool to support routine, patient-centered care. The SINC tool consists of a single validated question designed to identify patients who wish to discuss contraception or pregnancy prevention during clinical visits. Plan–Do–Study–Act cycles were used to integrate the tool …

Matrescence: An Emerging Concept For Birth Worker Practice, Kelsey B. Green

DNP Qualifying Manuscripts

The maternal mental health (MMH) crisis, affecting up to 25% of birthing individuals, is exacerbated by significant gaps in perinatal support. While birth workers are uniquely positioned to provide care, they often lack specialized training beyond basic screening checklists to address the complex transition to motherhood, defined as matrescence. This clinical innovation proposal outlines a matrescence-informed educational curriculum, guided by the Comprehensive Model of Mental Health during the Perinatal Period. The intervention is designed to build tangible, implementable skills, training birth workers to: (1) operationalize matrescence as a psychoeducational tool to normalize distress; (2) use clinical differentiation to distinguish the …

Assessing The Impact Of Maternal Oral Health On The Risk Of Adverse Birth Outcomes, May Amr Salama

Health Services Research Dissertations

Preterm birth (PTB) and low birth weight (LBW) are leading causes of neonatal morbidity and mortality. Maternal periodontal disease (PD) has been increasingly linked to these adverse birth outcomes (ABOs), yet questions about causality and treatment effectiveness persist due to study design heterogeneity and potential unmeasured confounding. These gaps hinder the development of clear clinical and public health guidelines. This dissertation addresses these gaps through three interconnected studies assessing the relationship between maternal oral health and ABOs.

The first study employed a meta-epidemiological analysis of 62 original studies from nine systematic reviews to evaluate the impact of unmeasured confounding on …

Understanding The U.S. Maternal Healthcare System At The Intersection Of Asian American Birth Outcomes And The Model Minority Stereotype: A Literature Review, Sophia Hevel

University Honors Theses

This thesis aims to explore the maternal healthcare system in the United States as it pertains to Asian American birthing people, the ways in which their racial, ethnic, and cultural identities are interacted with within the U.S. Healthcare system, and subsequently the detrimental effects of the medical system's devaluation of culturally specific birthing and postpartum practices have on Asian American birthing experiences. This will be accomplished through an exploration of the United States' maternal healthcare system, or rather, its crisis; how Asian Americans navigate a system that has not been structured to support their specific needs; and lastly, a discussion …

Female Genital Mutilation And Its Effects Among Women Of Reproductive Age In Kenya: Insights From Kenya Demographic And Health Survey 2022, Jovinary Adam, Joyce Jebet

School of Nursing & Midwifery, East Africa

Introduction Female genital mutilation (FGM) is a significant public health issue rooted in cultural traditions, affecting millions of women and girls. In Kenya, the practice is prevalent in various ethnic groups and is often associated with social and economic pressures.

Objective To determine the prevalence of FGM, the factors associated with FGM, and its effects among women of reproductive age in Kenya.

Methods This study used secondary data of a total 16,716 weighted women of reproductive age drawn from the 2022 Kenya Demographic and Health Survey. The study used the “svy” command in Stata to assign the sample weight. Multivariable …

Kenya’S Path To Universal Health Coverage: Insights From Policy And Practice, Evaline Chepchirchir Langat, Paul Ward, Hailay Gesesew, Lillian Mwanri

Centre of Excellence in Women and Child Health

Background Universal health coverage (UHC) is a globally endorsed commitment aimed at ensuring equitable access to affordable healthcare services. Kenya's journey toward UHC has been marked by significant reforms, including the 2018 pilot phase and ongoing implementation phase (2020–2030). Using qualitative insights from policymakers and practitioners, this study explored Kenya’s progress, challenges, and opportunities to achieve UHC.

Methods Key informant interviews were conducted with 44 stakeholders across seven counties in Kenya. Data were collected in English using a semi-structured interview guide, audio-recorded with consent, and transcribed verbatim. Thematic analysis, guided by the WHO health system framework, identified achievements, challenges, and …

Women’S Unique Health Needs And The Sustainable Development Goals: A Meeting Report From The 79th United Nations General Assembly Science Summit, Irene Aninye, Sarah Chew, Nicole Althaus, Michele Barry, Ru-Fong Cheng, Carolyn Harris, Eleanor Nwadinobi, Beth Battaglino, Aisha Brooks, Marleen Temmerman

Centre of Excellence in Women and Child Health

Biological sex, hormones, and gender uniquely affect health and disease, often resulting in disparities for women across the lifespan and from different racial and ethnic groups, geographical locations, and socioeconomic backgrounds. Without intentional investment and infrastructure to support good health and wellbeing for women, half of the world’s population remains vulnerable to preventable morbidity and mortality. The Society for Women’s Health Research and ECHAlliance–The Global Health Connector convened a women’s health program as part of the 10th Annual Science Summit during the United Nations 79th General Assembly. This hybrid event was held in New York, NY, (USA) and virtually in …

Factors Associated With Cervical Cancer Screening Among Women Attending Maternal Child Health Clinics In Kenya, Loise Nthambi, Marleen Temmerman, William Macharia, Joshua Nyagol, Sophia Mogere, Jillian Neary, Edward Nyabs, Janet Itindi, Agnes Langat, Evelyn Wangari

Centre of Excellence in Women and Child Health

Background Cervical cancer is the second leading malignancy in incidence among women in sub-Saharan Africa. Early detection through screening and treatment of pre-cancerous cervical lesions is paramount in preventing cervical cancer. We sought to examine factors associated with ever being screened for cervical cancer among women attending infant immunization clinics in Kenya.

Methods We conducted secondary data analysis from a cross-sectional survey that enrolled mother-infant pairs attending 55 infant immunization clinics in Kenya between 2018 and 2019. Clinics were selected from high and medium/low HIV-burden counties using probability-proportionate-to-size sampling. The primary outcome was self-reported cervical cancer screening. To align with …

Proportion Of Chronic Energy Deficiency In Relation To Macronutrient Intake And Other Determinants Among Pregnant Women In Selected Community Health Center Service Areas In Bogor 2025, Fathimah Afliansa, Ratu Ayu Dewi Sartika, Diah Mulyawati Utari, Suparno Suparno

Indonesian Journal of Public Health Nutrition (IJPHN)

The prevalence of chronic energy deficiency (CED) among pregnant women in Indonesia remains relatively high, ranging from 11.6% to 57.6%. This study aimed to examine the differences in the proportion of CED based on macronutrient intake and related factors. The study used a quantitative cross-sectional design with secondary data involving 124 pregnant women in selected areas served by community health centers in Bogor City and Regency. Data were analyzed using the chi-square test. CED prevalence was 11.3% in the overall areas, with 10.9% in Bogor City and 11.7% in Bogor Regency. Significant differences in the CED proportion were found based …

Spatiotemporal Modeling Of Maternal Mortality In South Carolina 2018-2023, Leah Wood, Ray Bai, Emily Mann

Senior Theses

Maternal death serves as a public health indicator due to fact that it is considered preventable with the availability of modern biomedicine, however, it persists broadly throughout the United States. Current literature outlines national trends in maternal mortality with complicating, preexisting conditions, and structural upstream factors often cited as being the largest contributors to increased risk. This study utilizes publicly available, county-level data for maternal death in addition to demographic and descriptive data in order to estimate maternal mortality rates in each of South Carolina’s 46 counties from 2018 to 2023. In order to address sparsity in the outcome variable …

Determinants Of Uptake Of Breast Cancer Screening Among Women Of Reproductive Age In Makueni County, Lola Ndirangu

MSc in Advanced Practice Nursing

Background: Breast cancer is the most diagnosed cancer in all women worldwide, with women in low and middle-income countries dying of the disease in disproportionate numbers because of late diagnosis and access to screening services. Sub-Saharan Africa is an under-researched area, and the level of screening uptake in Kenya, especially in rural and semi-arid areas, including Makueni County, is low. This research assessed the factors that determine the reproductive age women's screening uptake of breast cancer in Makueni County.

Methodology: The cross-sectional design was analytical and was conducted in Makueni County Referral Hospital, where 301 randomly chosen women …

Regain Confidence Postpartum: A Guide For Pelvic Floor Health​, Taylor Jackson, Mary Jan Greer, Donna Carver

Fall 2025 OTD Capstone Symposium

Postpartum pelvic floor dysfunction can disrupt daily occupations such as toileting, hygiene, mobility, sexual health, sleep, and infant care. These challenges often reduce confidence and limit participation. Although pelvic floor issues are common, occupational therapy has not been widely recognized in this emerging area, leaving a gap in functional, client-centered support.

This capstone project developed Regain Confidence Postpartum: A Guide for Pelvic Floor Health, an occupation-focused resource designed to help postpartum individuals understand pelvic floor dysfunction and return to meaningful routines. A needs assessment was completed through clinical observation, discussions with providers at Purely Pelvic Floor, and a review …

Low Unintended Dural Puncture Rate Using A Flush-Measure-Check-Advance Technique To Perform Combined Spinal-Epidural Anesthesia In Parturients: A Quality Improvement Clinical Series, James Riopelle, Julie Gayle, Zubaer Anwar, Jeff Burton

School of Medicine Faculty Publications

Background: Reported rates of unintended dural puncture during performance of continuous epidural anesthesia (CEA) or combined spinal-epidural anesthesia (CSEA) have remained steady at approximately 0.5% to 1% since the 1970s. Methods: A modified method of inserting the Tuohy epidural catheterization needle was used during performance of CSEA in 393 parturients. A single staff/faculty anesthesiologist performed or supervised resident use of a flush-measure-check-advance Tuohy needle insertion algorithm. Results: The rate of evident Tuohy needle dural puncture during the series was 0%. One parturient experienced a post-dural puncture headache possibly because of intentional subarachnoid puncture with a very small diameter (25 gauge) …

Material Hardship And Postpartum Depression: The Moderating Role Of Social Support Across Family Structures, Christine Pham, Chantal Uzoma, Monica Perez

Research Colloquium

Background: Economic hardship is a significant risk factor for postpartum depression (PPD), a condition with lasting impacts on maternal and child well-being (Agrawal et al., 2022). Although social support is theorized to buffer stress, little is known about whether its protective effects on PPD differ by family structure (Wang et al., 2023).

Objective: The objective of the current study is to examine whether higher social support moderates the association between material hardship and postpartum depression among new mothers and whether this relationship varies across marital status groups (married, cohabiting, single).

Methods: Data will be drawn from Wave 1 of the …

Medical Students’ Perspectives On Dobbs V Jackson Women’S Health Organization, Victoria Lazarov, Cecilia Mastrogiacomo, Mikaela Koch, Kirsten Wohlars, Tova Ablove, Student Perspectives On Reproductive Rights Research Group

Cooper Rowan Medical Journal

Background: In June 2022, the Dobbs v Jackson Women’s Health Organization ruling overturned the previously upheld constitutional right to abortion. The resulting impact on medical training and student decision-making remains uncertain. This study aims to assess the nationwide impact of the Dobbs decision on medical students’ geographic residency preferences, specialty selection, and level of concern regarding civil and criminal charges for physicians providing abortion and fertility care.

Methods: An anonymous IRB-approved REDCap survey was distributed to American accredited medical schools across the United States and Israel between December 2022 and May 2023. Participants indicated specialty interests and geographic preferences for …

Appearance Over Function - The Impact Of Long-Term Oral Contraceptive Use On Brain Development, Breast Tissue Composition, And Future Lactation Outcomes, Fiona M. Wang

Dissertations

This integrative review examines the long-term effects of combined oral contraceptive (COC) use beginning in puberty on brain development, breast tissue composition, and future breastfeeding outcomes. Puberty is a critical developmental stage during which hormonal changes significantly impact the neurological and reproductive systems. The introduction of synthetic estrogen and progestin through COC use during this time may disrupt natural hormonal pathways, potentially altering neuroendocrine signaling and breast tissue maturation. Such changes may have lasting consequences, including impaired milk production, a weakened milk ejection reflex, disrupted maternal-infant bonding, and reduced overall breastfeeding success. The review synthesizes findings from endocrinology, neuroscience, and …

Women's Unique Health Needs And The Sustainable Development Goals: A Meeting Report From The 79th United Nations General Assembly Science Summit, Irene Aninye, Sarah Chew, Nicole Althaus, Michele Barry, Ru-Fong Cheng, Carolyn Harris, Eleanor Nwadinobi, Beth Battaglino, Aisha Brooks, Marleen Temmerman

Centre of Excellence in Women and Child Health

Biological sex, hormones, and gender uniquely affect health and disease, often resulting in disparities for women across the lifespan and from different racial and ethnic groups, geographical locations, and socio economic backgrounds. Without intentional investment and infrastructure to support good health and wellbeing for women,half of the world’s population remains vulnerable to preventable morbidity and mortality. The Society for Women’s Health Research and ECHAlliance–The Global Health Connector convened a women’s health programas part of the 10th Annual Science Summit during the United Nations 79th General Assembly. This hybrid event was held in New York, NY, (USA) and virtually in September …

Routine Antenatal Ultrasound By Nurse-Midwives In Rural Kenya: A Pragmatic Trial Assessing Feasibility And Effects Of The Mimba Yangu (My Pregnancy) Project, Claudia Hanson, Lucy Nyaga, Nidhi Leekha, Michaela Mantel, Sarah Kedenge, Caroline Gitonga, Violet Naanyu, Jasmit Shah, Marleen Temmerman

Centre of Excellence in Women and Child Health

Introduction: Task-sharing of obstetric ultrasound between nurse-midwives and doctors has the potential to operationalize the World Health Organization’s recommendation of at least one ultrasound before 24 weeks of gestational age for every pregnant woman. Here, we report on the feasibility, acceptability, and effects of the Mimba Yangu (My Pregnancy) task-sharing approach in rural Kenya.

Methods: We conducted a pragmatic trial including 28 primary care facilities between April 2021 and March 2022, selected based on feasibility criteria. Fourteen facilities received the ultrasound intervention composed of (i) task-sharing with nurse-midwives, (ii) the use of portable ultrasound devices (Lumify™) connected to a tablet, …