Medicine and Health Sciences Commons^™

Navigating New Normals: Student Perceptions, Experiences, And Mental Health Service Utilization In Post-Pandemic Academia, Hadiza Galadima, Anne Dumadag, Cara Tonn

Community & Environmental Health Faculty Publications

This study explores the profound impacts of the COVID-19 pandemic on higher education, focusing on shifts in learning experiences and students’ intentions to utilize mental health services post-pandemic. Utilizing Andersen’s Behavioral Model of Health Services Use, this study assesses perceptions from a stratified random sample of college students on post-pandemic learning experiences and mental health service utilization intentions. Findings reveal a positive reception to university initiatives and a preference for ongoing virtual classes. There is an evident increase in, and varying intentions for, using mental health services, shaped by demographics, employment, and prior service utilization. Younger and female students showed …

Machine Learning As A Tool For Early Detection: A Focus On Late-Stage Colorectal Cancer Across Socioeconomic Spectrums, Hadiza Galadima, Rexford Anson-Dwamena, Ashley Johnson, Ghalib Bello, Georges Adunlin, James Blando

Community & Environmental Health Faculty Publications

Purpose: To assess the efficacy of various machine learning (ML) algorithms in predicting late-stage colorectal cancer (CRC) diagnoses against the backdrop of socio-economic and regional healthcare disparities. Methods: An innovative theoretical framework was developed to integrate individual- and census tract-level social determinants of health (SDOH) with sociodemographic factors. A comparative analysis of the ML models was conducted using key performance metrics such as AUC-ROC to evaluate their predictive accuracy. Spatio-temporal analysis was used to identify disparities in late-stage CRC diagnosis probabilities. Results: Gradient boosting emerged as the superior model, with the top predictors for late-stage CRC diagnosis being anatomic site, …

Discussing Systemic Racism And Racial Privilege At A Large, Academic Health Center Using A Modified Privilege Walk, Elizabeth A. Brown, Rosemarie Jones

Community & Environmental Health Faculty Publications

Background: There is a motivation for organizations to understand race and racism from the perspective of minoritized individuals. Academic health centers (AHC) are ideal organizations to have these conversations as they educate healthcare providers, support research in health disparities, and care for diverse patients.

Methods: We piloted and evaluated a virtual Modified Privilege Walk (MPW) with faculty, staff, and students at an AHC in July 2020 to promote difficult conversations about race/racism, social class, and privilege. Each MPW session was voluntary, held virtually over Zoom, and lasted one hour and thirty minutes. Before attending, participants answered questions based on their …

Antenatal Depression And Its Associated Factors: Findings From Kuwait Birth Cohort Study, Reem Al-Sabah, Abdullah Al-Taiar, Ali H. Ziyab, Saeed Akhtar, Majeda S. Hammoud

Community & Environmental Health Faculty Publications

Background: Pregnant and postpartum women are at high risk of depression due to hormonal and biological changes. Antenatal depression is understudied compared to postpartum depression and its predictors remain highly controversial.

Aim: To estimate the prevalence of depressive symptoms during pregnancy and investigate factors associated with this condition including vitamin D, folate and Vitamin B₁₂ among participants in the Kuwait Birth Study.

Methods: Data collection occurred as part of the Kuwait Birth Cohort Study in which pregnant women were recruited in the second and third trimester during antenatal care visits. Data on antenatal depression were collected using the Edinburgh …

Patient Perceptions Of Audio-Only Versus Video Telehealth Visits: A Qualitative Study Among Patients In An Academic Medical Center Setting, Ryan Kruis, Elizabeth A. Brown, Jada Johnson, Kit N. Simpson, James Mcelligott, Jillian Harvey

Community & Environmental Health Faculty Publications

Introduction: Telehealth utilization surged during the COVID-19 pandemic, offering expanded health care access. Audio-only visits emerged as a crucial tool for patients facing technology or connectivity barriers to still use telehealth. This qualitative study aims to better understand patient perceptions of audio-only versus video telehealth visits during the COVID-19 pandemic, and how patients perceive the role of each in their overall health care. Methods: Semi-structured interviews were conducted with 14 adult patients seeking care at an academic medical center located in the Southeast region of the United States. Patients had experienced both an audio-only and video telehealth visit within the …