Digital Commons Network^™

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

Exploring The Attributes Of Varied Interventions To Reduce Firearm Violence Among Youth And Emerging Adults: A Systematic Review, Vickie Blakely Reed, Lashanda D. Brumfield, Maaz Ali, Traci Hayes

Journal of Public Health in the Deep South

The death rate among children and adolescents, 14-26 years old, from firearms has increased 46% from 2019 to 2021. Among this demographic population, Black and Latino youth account for most firearm deaths. The Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines were used in conducting this study. Studies from January 2020 to October 2025 were identified through a search of PubMed, Web of Science, and ProQuest databases. Searches for the review included but were not limited to terms and phrases such as “gun violence prevention interventions for youth” and “firearm violence prevention interventions.” The purpose of this systematic …

Socioeconomic Factors Affecting Length Of Hospital Stay And Discharge Disposition Among Male And Female Gunshot Injury Patients In Jackson, Mississippi., Okechukwu Erinne, Deanna Howington, Sarah Mcgraw, Jonathan B. Lowrie, Matthew Kutcher, Alyscia Severance, Masoumeh Karimi, Leila Seidfaraji, Lei Zhang

Journal of Public Health in the Deep South

Background: Gun violence remains a public health concern in the United States, with Jackson, Mississippi, ranking among the highest in gun violence rates. Understanding how sociodemographic factors influence clinical outcomes is essential for improving care delivery and resource allocation. 

Purpose: This study examined the association between age, education, employment, and insurance status with hospital length of stay (HLOS) and discharge disposition among adult male and female firearm injury patients residing in Jackson, Mississippi.

Methods: Data were obtained from the electronic health records of adults (≥ 18 years) presenting to the University of Mississippi Medical Center emergency department …

Factors Associated With Antiretroviral Therapy Adherence In Patients With Hiv At A Public Hospital In Central Jakarta, Indonesia, Kareena Sari Fatimah, Laily Hanifah, Chandrayani Simanjorang, Nayla Kamilia Fithri

Kesmas

Patients with human immunodeficiency virus (HIV) are required to take antiretroviral therapy (ART) to suppress the virus. However, suboptimal adherence remains a critical barrier that can lead to treatment failure and persistent transmission risks. This study aimed to identify factors associated with ART adherence in patients with HIV. This quantitative study with a cross-sectional design consisted of patients with HIV aged >18 years who received care at the voluntary counseling and testing clinic of a public hospital in Jakarta, Indonesia. Purposive sampling was used. This study used HIV care and ART overview forms as instruments. Data were analyzed using multiple …

Low-Dose Prophylaxis Versus On-Demand Treatment For Children With Severe Hemophilia A In Indonesia: A Conceptual Model, Levina Chandra Khoe, Nur Atika, Dhia Ticha Pertiwi, Septiara Putri

Kesmas

Hemophilia A is a rare bleeding disorder caused by a deficiency of clotting factor VIII, leading to recurrent bleeds, joint damage, and disability. Low-dose prophylaxis has been shown to achieve better clinical outcomes than on-demand treatment in reducing bleeding frequency. However, in Indonesia, access and affordability remain key challenges. This study aimed to develop a conceptual model for conducting a health economic evaluation of low-dose prophylaxis treatment for children with severe hemophilia A in Indonesia. This study followed the ISPOR-SMDM Modeling guidelines, outlining two-stage processes: conceptualization of the clinical problem and model development. A systematic literature review was conducted to …

Balancing Education And Health Among Rural Schoolchildren During Prolonged Heat Wave In The Philippines, Elias Olapane

Kesmas

Intensifying heat waves disrupt learning environments in the Philippines, particularly in rural areas where schools often lack adaptive infrastructure. Many rural classrooms are built with heat-retaining materials, such as concrete, which trap excessive heat, leading to indoor temperatures exceeding safe comfort levels. These conditions lead to dehydration, fatigue, and reduced cognitive function, directly impairing students’ focus and academic performance. Schoolchildren are particularly vulnerable due to their developing thermoregulatory systems, higher metabolic demands, and potential preexisting health conditions. These risks are further amplified in rural communities with limited access to cooling, healthcare, and adaptive resources. These challenges require practical, context-specific interventions. …

Translating Community Voices To Build Meaningful Engagement: A Community Health Worker Led Study, Lauren Workman, Julie Smithwick Msw, Chw, Kimberly C. Rawlinson, Mark M. Macauda, Lashandra Morgan, Whitney Davis

Faculty Publications

Background: Understanding community perspectives on barriers and facilitators of meaningful engagement, equitable decision making, and sustainable community improvement is critical for advancing health equity. Community Health Workers can make significant contributions to research teams, as they are bridges into communities and bring unique perspectives. This study describes community voices on barriers to authentic engagement and insights on strategies to build trust, as well as the way in which these data were translated into a tangible assessment tool and a community-facilitated learning academy.

Methods: A team of Community Health Workers led a series of 24 ‘open mic’ discussions in four South …

Association Between Dietary Folate And Prostate Cancer Aggressiveness Among African Americans And European Americans, Lihchyun Joseph Su, Sarah O'Connor, Daniela Ramirez Aguilar, Minjae Lee, Harrison Wong, Hui-Yi Lin, Jeannette T. Bensen, James L. Mohler, Lenore Arab, Longgang Zhao, Ebonee N. Butler, Laura Farnan, Susan E. Steck Phd, Mph, Rd

Faculty Publications

Background: Despite the confirmed beneficial effects on preventing neural tube defects, concerns about high intakes of synthetic folate, or folic acid, in promoting cancer progression have been raised. This study evaluated the association between folate intake and prostate cancer (PCa) aggressiveness among African-American (AA) and European-American (EA) males. Methods: This study included 722 AA and 775 EA men with prostate cancer. Folate intake (dietary folate equivalent (DFE), synthetic folate, natural folate) was estimated using the National Cancer Institute Dietary History Questionnaire and detailed dietary supplement use questionnaire. Analyses included univariable comparisons of demographic and clinical characteristics of the two racial …

Challenges, Stressors, And Resilience Resources Experienced By Older Black Women In Rural South Carolina Throughout The Covid-19 Pandemic, Arielle N'Diaye, Camryn Garrett, Sarah Wilcox Phd, Bankole Olatosi Ph.D., Xiaoming Li Ph.D., Shan Qiao Ph.D.

Faculty Publications

Background

Resilience has been established as a protective factor against mental health challenges (e.g., anxiety, depression). From an intersectional perspective, the stressors experienced by Black women living in rural communities are likely to have been exacerbated during the COVID-19 pandemic. This study aims to identify the challenges and stressors experienced and the resilience resources available to and relied upon by rural, Black women, during the pandemic.

Methods

Individual, in-depth, structured interviews (n = 24) were conducted among Black women living in rural South Carolina, recruited by local community health workers, from January to April of 2024. All interviews were recorded, …

Trends In Self-Reported Responses To Nutrition Facts Labels Before And After Nutrition Labeling Policy Implementation: A Comparison Of Adults In The United States And Mexico, Jim Thrasher Ph.D., Ma, Ms, Victor Vilalobos, Dai Fang, Alejandra Jáuregui, Alejandra Contreras-Manzano, Rachel Davis Ph.D., Lana Vanderlee, Christine M. White, Rachel B. Acton, James W. Hardin, Edward A. Frongillo Jr. Ph.D., Simón Barquera, David Hammond

Faculty Publications

Background

Objectives

Methods

Improving Structured Handoff Documentation In A Pediatric Emergency Department, Deborah Hammett, Rebecca Matta, Jody Kieffer, Jillian Savage, Courtney Nelson

Department of Pediatrics Faculty Papers

INTRODUCTION: The I-PASS handoff tool guides provider handoffs and reduces adverse events in the inpatient setting. Transitions of care occur frequently in the emergency department (ED), and the unpredictable environment can lead to less structured handoffs. Our goal was to increase the percentage of handoff notes that include all 4 I-PASS components by 20% within 6 months.

METHODS: We developed a handoff note template for the pediatric ED that included 4 key I-PASS elements: illness severity, patient care summary, action list, and situational awareness/contingency planning. Our primary outcome measure was the percentage of handoff notes that contained all 4 I-PASS …

Association Between Children’S Secondhand Co-Exposure To Tobacco And Cannabis Smoke And Elevated Urinary Cotinine Levels: A Cross-Sectional Analysis, Bradley N. Collins, Stephen J. Lepore, Vincent Berardi, Renee D. Goodwin, Karen Wilson, Mona Baishya

Psychology Faculty Articles and Research

Background Cannabis use is far more common among adults who smoke tobacco than adults who do not, and its use is increasing among people who smoke tobacco with children living in the home. Given the well-established evidence that caregiver smoking is the primary source of children’s secondhand exposures to these products, the increasing trend in caregiver co-use is raising public health concerns about children’s co-exposure. Emerging data indicates that adult co-use is linked to additive health consequences, such as elevated nicotine and other tobacco-related toxicant blood levels, relative to use of only tobacco. It is unknown whether children’s co-exposure leads …

A Transcriptional Program Associated With Neurotransmission In The Living Human Brain, Alexander W. Charney, Lora E. Liharska, Eric Vornholt, Alissa Valentine, Anina Lund, Alice Hashemi, Ryan C. Thompson, Terry Lohrenz, Jessica S. Johnson, Nicole Bussola, Esther Cheng, You Jeong Park, Salman Qasim, Alisha Aristel, Lillian Wilkins, Kimia Ziafat, Hannah Silk, Lisa M. Linares, Brendan Sullivan, Claudia Feng, Beniamino Hadj-Amar Ph.D.

Faculty Publications

At the foundation of neurotransmission, and by extension at the foundation of brain function, are coordinated programs of gene expression involving many thousands of genes. These programs are poorly defined in humans because most modern studies that characterize human brain gene expression use tissue obtained in the postmortem state when neurotransmission and brain function have ceased. Here, to advance knowledge of the gene expression programs at the foundation of neurotransmission in the human brain, gene expression was characterized in 130 prefrontal cortex (PFC) samples obtained from participants of the Living Brain Project (LBP) during neurosurgical procedures in conjunction with intracranial …

Survival On Image Regression With Application To Partially Functional Distributional Representation Of Physical Activity, Rahul Ghosal, Sunwoo Emma Cho, Marcos Matabuena

Faculty Publications

Technological advancements in wearable devices and medical imaging often lead to high-dimensional physiological signals in the form of images or surfaces. To address these data structures, we develop a novel survival on image regression model with a specific focus on partially functional distributional representation of wearable data. The existing approaches for functional data and survival outcomes have been primarily developed for uni-dimensional functional predictors. Drawing on recent developments in distributional data analysis, we model temporally varying distributional patterns of physical activity (PA) as a partially functional distributional predictor within a semiparametric Cox model framework. We use tensor product splines to …

Environmental Chemicals And Maternal Depression During And After Pregnancy: A Scoping Review, Pengfei Guo, Yunyue Shi, Cindy Nguyen, Haoran Zhuo, Tormod Rogne, Zeyan Liew

Faculty Publications

Purpose of Review

There is increasing evidence that several environmental exposures may pose a risk for depression, including maternal depression. We conducted a scoping review of epidemiological evidence regarding maternal exposure to environmental chemicals and perinatal depression.

Recent Findings

We searched PubMed, Embase, Web of Science, Dimensions, and Scopus, and summarized the findings from 27 articles that examined environmental chemical exposures and maternal depression. Studies of ambient air pollutants (N = 11) showed exposure to NO₂ and PM10 to be most consistently associated with antenatal or postnatal depression. Studies of endocrine-disrupting chemicals, including phthalates (n = 6), …

Cardiac Output-Guided Vs. Mean Arterial Pressure-Guided Hemodynamic Management In Craniotomy Patients With Cardiovascular Disease: A Randomized Trial, Na Chen, Minjing Yang, Renhua Li, Chunyan Ye, Lu Wang, Xingyang Liu, Jinghan Wu, Daniel I Sessler, E Wang

Faculty, Staff and Student Publications

We tested the primary hypothesis that cardiac output (CO)-guided versus mean arterial pressure (MAP)-guided hemodynamic management reduces the fraction of patients with 90-day Glasgow Outcome scores ≤ 4 (on a 1–5 scale, 5 better) after supratentorial brain tumor resections in adults with cardiovascular disease. 202 adults were randomized to intraoperative hemodynamic management guided by either CO or MAP. In patients assigned to CO guidance, clinicians targeted CO > 4 L/min and > 90% of baseline values using a combination of fluids and vasoactive agents. In patients assigned to MAP guidance, clinicians targeted MAP within ± 20% of baseline and ≥ 65 mmHg. …

A Qualitative Analysis Of Progress, Successes, And Challenges Among Indiana Recipients As Part Of A National Initiative To Reduce Covid-19–Related Health Disparities, Marla Winters, Lily Darbishire

Purdue Journal of Service-Learning and International Engagement

In light of the COVID-19 pandemic, the Centers for Disease Control and Prevention (CDC) provided funding to states as part of the CDC Disparities Grant initiative. The aim of the funding was to reduce chronic disease and COVID-19–related health disparities among vulnerable communities through four unique strategies. Funding was awarded to the Indiana Department of Health (IDOH) to begin an Indiana chapter of this initiative, called Indiana Healthy Opportunities for People Everywhere (I-HOPE). From 2021 to 2023, the IDOH provided I-HOPE funding to local communities (subgrantees) to support the design and implementation of programs to improve community health. For example, …

Hold Harmless For Whom? The Impact Of Covid Era Policies On School Funding, Teachers, And Students, Michah W. Rothbart, Samantha Cervantes, Amy Ellen Schwartz

Center for Policy Research

This study evaluates the fiscal and academic consequences of New York City’s hold harmless policy during COVID-19, which aimed to stabilize school expenditures amid unexpected enrollment declines by restoring schools’ funding up to initial levels. We examine how school racial composition predicts whether or when schools receive hold harmless “treatment” and assess the impact of hold harmless on financial resources, staffing, and student outcomes, exploring heterogeneity by timing of policy announcement. Although schools with higher White student shares were no more likely than those with higher Hispanic or Black shares to receive hold harmless funds, schools with higher Black shares …

Social, Political, And Economic Determinants For Hiv Prep Care Delivery Innovations, Joanne Senoga Brown

Walden Dissertations and Doctoral Studies

Pre-exposure prophylactic care delivery innovations (PCDI) are critical to the Ending the HIV Epidemic (EHE) initiative. While individual studies have examined isolated factors such as patient awareness, provider willingness to prescribe, and cost-effectiveness, few have synthesized these findings into a unified framework explaining how structural social, political, and economic determinants jointly influence PCDI. Prior literature remains fragmented, emphasizing behavioral or programmatic variables rather than systemic structures. This meta-analysis was done to examine how structural determinants independently and collectively influence PCDI across the 47 U.S. EHE jurisdictions. Guided by the consolidated framework for implementation research and Rogers’s diffusion of innovations theory, …

Neurophysiological Connectomic Signatures Of Consciousness During Propofol-Induced General Anesthesia, Yuqin Li, Xiaoxiao Chen, Hui Zheng, Senqi Li, Qingyu Teng, Chengyu Wang, Fali Li, Zhongcong Xie, Daniel Sessler, Zhe Zhang, Peng Xu, Ti-Fei Yuan, Tao Xu

Faculty, Staff and Student Publications

General anesthesia induces reversible changes in consciousness through cortical activity and connectivity alterations, yet the functional connectome dynamics underlying propofol-induced unconsciousness remains unclear. We analyze high-density 128-channel electroencephalogram (EEG) from 31 surgical patients using source localization to identify neurobiological connectome signatures of propofol anesthesia. Propofol anesthesia increases delta and theta functional connectivity and decreases alpha, beta, and gamma connectivity. A classification model and dynamic analysis of consciousness loss reveals that alpha-band connectivity between parietal, occipital, and subcortical regions is critical for sustaining consciousness, with its disruption marking a key transition to unconsciousness. EEG from 46 additional patients under mild sedation …

Evaluating The American Society Of Hematology Quality Measure On Timeliness Of Analgesics For Sickle Cell Disease Pain Crisis, Ibrahim Gwarzo, Harish Chandra Dega, Paula Tanabe, Robin Miller, David C. Brousseau

Department of Medicine Faculty Papers

The American Society of Hematology (ASH) proposed the median time to first emergency department (ED) administration of pain medication for patients with sickle cell disease (SCD) vaso-occlusive pain episodes (VOE) as a site-level quality measure. Generalizable studies assessing current guideline adherence recommending pain medications within 60 minutes are lacking. We leveraged multisite electronic health record data from Epic's Cosmos research platform to analyze ED encounters for SCD VOE from 1 January 2019 to 31 December 2024, with administration of at least 1 pain medication. We calculated the quality measure (median time to first pain medication) and ranked sites based on …

Metformin Exposure After Glioblastoma Diagnosis And Mortality: A Large Population-Based Study, Vittorio Maio, Roshani Shah, Manisha Lin, Patrick J. Moeller, Iyad Alnahhas, Richard Hass, Wenyin Shi, Scott W Keith

College of Population Health Faculty Papers

BACKGROUND: Glioblastoma (GBM) is an aggressive primary brain malignancy with limited therapeutic options and poor survival outcomes. Recent real-world studies and early-phase clinical trials evaluating metformin have yielded mixed findings. This study assessed the association between post-diagnosis metformin exposure and all-cause mortality in a large population-based cohort of older adults with GBM.

METHODS: A retrospective cohort study was conducted utilizing the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked database. Adults aged ≥66 years diagnosed with GBM between 2007 and 2018 were included, excluding those with other malignancies or diagnoses made by autopsy or death certificate. Metformin exposure was modeled as …

Global Public Health Feasibility: Digital Dentistry In Geriatric Population, Merna Amr Saleh

Theses and Dissertations

Oral health is a critical yet often overlooked determinant of well-being among older adults in Egypt, where mobility limitations, geographic barriers, and low awareness of preventive practices exacerbate dental disparities. DentalPal, a teledentistry-based mobile application, was developed to provide older adults with remote dental consultations, oral hygiene advice, and triage guidance. The platform enables users to submit oral photographs or radiographs for assessment, seek second opinions, and initiate follow-up chats directly with the healthcare provider. This flexible design allows users to access dental consultations on demand while ensuring continuity of care The question that guided this study was how older …

Facebook Interaction As A Potential Marker Of Cognitive Decline: Pilot Study, Esraa M. Qansuwa

Theses and Dissertations

One of the critical challenges in brain disorder research is the early identification of individuals with mild cognitive impairment (MCI) who may later develop Alzheimer’s disease (AD) or other dementias. MCI in older adults is frequently associated with diminished social engagement and observable behavioral changes. With the rapid expansion of social media platforms and advances in Machine Learning (ML), digital traces from online activity present a novel and scalable avenue for mental health screening. In particular, predictive ML approaches have demonstrated strong potential in building reliable classifiers for early detection of neurocognitive decline. This study introduces an innovative framework that …

Safety Of Carotid Endarterectomy In The Elderly And Octogenarian Population: A Nationwide Study Including 80,000 Patients, Victor Gabriel El-Hajj, Joanna Roy, Basel Musmar, Wi Jin Kim, Michael Rizzuto, Nathaniel Ellens, Rabab Alshahrani, Victor Staartjes, Adrian Elmi-Terander, Ramachandra Tummala, Stavropoula Tjoumakaris, Michael Gooch, Robert Rosenwasswer, Ziad Khabbaz, Pascal Jabbour

Department of Neurosurgery Faculty Papers

INTRODUCTION: Carotid endarterectomy (CEA) is an established procedure for stroke prevention in patients with carotid artery stenosis. While CEA is considered safe in younger patients, perioperative risks in octogenarians remain debated, with current guidelines classifying the procedure as "high-risk" in this patient population. This study aimed to evaluate short-term outcomes of CEA across age groups and to assess whether comorbidity burden better predicts outcomes than chronological age.

METHODS: The ACS-NSQIP database (2013-2020), was used to identify patients eligible for inclusion. The cohort was stratified based on age <  60, 60-80, and > 80 years. Propensity score matching and multivariable logistic regression were used to compare …

The State Of Mental Health In The Mountain West, 2025, Cason Noll, Anirudh Polagani, Taylor Volk, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet presents data on the mental health of youth and adults, as well as the availability of mental health care, across the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah in 2025. The data are derived from "The State of Mental Health in America 2025,” originally published by Mental Health America (MHA).

Perceptions Of Ischaemic Heart Disease Risk Among Indian Migrants In Australia: A Qualitative Study, Kunwar Kaur, Ma'en Zaid Abu-Qamar, Amineh Rashidi, Nilufeur Mckay, Rosemary Saunders

Research outputs 2022 to 2026

Background: Ischaemic heart disease (IHD) is a global health issue, with people of Indian origin facing earlier onset and more severe cases, leading to higher mortality at younger ages compared to Western countries. Indian migrants maintain similar risks post-migration. Managing modifiable risk factors and improving risk knowledge and health-seeking behaviours are essential, but research on IHD risk perceptions among Indian migrants is limited. Aim: This study explores how first-generation Indian migrants perceive their IHD risk and the factors influencing these perceptions. Methods: As a component of a mixed- method study, a qualitative descriptive study design was employed to examine study …

The Enduring Legacy Of Nuclear Tests: Barriers To Managing Type 2 Diabetes Among Marshallese Pacific Islanders In The United States, Bernard A. Muriithi

Occupational Therapy Faculty Scholarship

Introduction / Rationale: Nuclear tests conducted by the United States caused significant damage to the environment and traditional food sources in the Marshall Islands. The Marshall Islanders began to depend on imported processed food, but the change of diet resulted in significant increases in chronic diseases, in addition to cancers and birth defects associated with nuclear radiation. Since the 1986 Compact of Free Association, over 15,000 Marshallese have relocated to the United States, and the majority live in one U.S. state. This community of Marshallese has the highest prevalence rate for type 2 diabetes in the world.

Objectives: identify the …

Asian Reference Values For Handgrip Strength, Gait Speed, Five-Times-Sit-To-Stand Test, Muscle Mass And Calf Circumference, Jozo Grgic, Siew Ling Tey, Dieu Thi Huynh, Yen Ling Low, Zeljko Pedisic, Nina Schaller, Vanessa Kristina Wazny, Weilan Wang, Yasuhiko Saito, Ravindra P. Rannan-Eliya, Hala Ghattas Ph.D., Monique Chaaya, Carlos Mendes De Leon, Preeti Gupta, Ecosse L. Lamoureux, Mythily Subramaniam, Edimansyah Abdin, Rahul Malhotra, Angelique Chan, Bayasgalan Tumenbayar, Et. Al.

Faculty Publications

Background:

Handgrip strength, gait speed, Five-Times-Sit-to-Stand Test (FTSST) performance, skeletal muscle mass and calf circumference are important health outcomes, particularly useful for diagnosing sarcopenia. The aim of this study was to establish reference (normative) values for handgrip strength, gait speed, FTSST performance, skeletal muscle mass and calf circumference by pooling individual participant data from national cohorts in Asia.

Methods:

We conducted a pooled analysis of individual participant data from 20 national cohorts representing 12 Asian countries (China, India, Indonesia, Israel, Japan, Lebanon, Malaysia, Mongolia, Philippines, Republic of Korea, Singapore and Sri Lanka). We included cohorts with data on at least …

Group Antenatal Care Model As An Innovative And Sustainable Maternal And Child Health Service Delivery In A Northern Nigerian State, Pius I. Christopher-Izere, Abiola Ajibola, Abimbola Phillips, Dorcas Magbadelo, Ibidun Jolaoso, Obioma Azurunwa, Francis Ogirima, Collins Imarhiagbe, Anthony Onwuegbusi, David Udanwojo, Emmanuel Udeh, Victor Obagunlu, Adebola Adekogbe, Sunday Joseph, Hamza Abubakar, Neyu Iiyasu, Adetosoye Adebanjo, Barlarbe Gaya, Olayiwola Jaiyeola, Damilola Olaniyan, Bankole Olatosi Ph.D., Deborah Lynn Billings Ph.D., Et. Al.

Faculty Publications

The maternal and child health situation in developing countries remains critical and deeply concerning, These regions account for 99% of global maternal and under-five deaths. In Nigeria, uptake of critical life-saving maternal, neonatal and child health (MNCH) services, delivered through antenatal care (ANC), are sub-optimal, leading to poor outcomes. Group antenatal care (G-ANC) is an evolving antenatal care delivery model in low and medium-income countries. G-ANC models can improve quality and uptake of maternal health services.G-ANC model was implemented across 255 primary health facilities (PHFs) to ensure pregnant women receive components of a well-defined package of MNCH services at regular …