Medicine and Health Sciences Commons^™

Expert Faculty Consensus-Based Development Of The Mindful Streamlining Self-Assessment Tool To Address Content Overload, Caroline A. R. Lindsay, Suzanne Galal, Deepti Vyas, Vista Khosraviani, Leslie Bayers

Academic Affairs Faculty and Staff Articles

Objective

Methods

Dean's Research Newsletter, August 2026, Neil W. Schluger

SOM Dean's Research Newsletter

No abstract provided.

Antiviral Activity Of The Polyene Macrolide Roseofungin Against Influenza A Virus: In Vitro, In Ovo, And Preliminary In Vivo Evaluation, Ahdrey P. Bogoyavlenskiy, Vladimir Berezin, Pavel Alexyuk, Madina Alexyuk, Irina Zaitseva, Aidar Mukhametkaliyev, Yergali Moldakhanov, Elmira I. Anarkulova, Timur Kerimov, Vyacheslav Dushenkov

Publications and Research

Roseofungin, a polyene macrolide antibiotic produced by Streptomyces roseoflavus, was evaluated for antiviral activity against Influenza A virus using complementary in vitro, in ovo, and preliminary in vivo toxicity models, supported by molecular docking and molecular dynamics simulations. The compound exhibited antiviral activity against multiple influenza A virus subtypes, including an oseltamivir-resistant H1N1 strain, with EC₅₀ values ranging from 2.0 to 2.5 μg/mL and selectivity indices of 20–25. Functional assays demonstrated that roseofungin interfered with early stages of the viral life cycle by reducing viral adsorption and partially inhibiting neuraminidase activity. In virucidal assays, treatment with roseofungin resulted …

Global Disparities In Neurosurgical Literature: A Narrative Review Of Underrepresentation Of Low- And Middle-Income Countries And Pathways To Research Equity, Tirath Patel, Naveed Ahmad, Abbas Hussain, Bisma Faraz, Amna Binte Naeem, Urooj Sheraz, Laiba Noor, Saleha Khan, Muhammad Seerat Ali, Nikhilesh Anand

School of Medicine Publications

The global neurosurgical literature is dominated by high-income countries, with low- and middle-income countries (LMICs) contributing minimally despite bearing the most significant share of the neurosurgical disease burden. Underrepresentation limits equitable knowledge dissemination and the relevance of guidelines. The objective of this review was to assess neurosurgical publication disparities, identify deterrents to LMIC participation, and outline initiatives that foster equity and inclusion in research. This narrative review synthesized evidence on global disparities in neurosurgical literature through a structured search of PubMed, Scopus, and Google Scholar (2010–2025). Eligible studies examined research output, authorship trends, publication barriers, or equity initiatives. Findings mapped …

From Algorithm To Alarm: A Narrative Review On Insulin Delivery Innovation, Noor Ul Asaleem, Faraz Arshad, Maria Qadri, Muhammad Saqlain Mushtaq, Mishaim Khan, Pakeeza Shakoor, Tirath Patel, Anaya Noor, Nikhilesh Anand

School of Medicine Publications

Background and objective: The global rise in the incidence of diabetes mellitus necessitates innovative management strategies to mitigate the severity of the disease. The mainstay of diabetes treatment is still insulin therapy, although there are drawbacks, such as the need to maintain ideal glycemic control while lowering the risk of hypoglycemia and user fatigue. The development, clinical usefulness, and constraints of insulin delivery systems are examined in this narrative review, with particular attention to sensor-augmented and closed-loop technologies.

Methods: A thorough electronic database search was conducted to obtain pertinent data on major insulin delivery devices, including sensor-augmented and closed-loop systems. …

Implementation Of Phq-9 To Improve Depression Identification In Icu, Jenny C. Manoly Bsn, Rn

Doctor of Nursing Practice Final Project Abstract

PURPOSE This quality improvement project aimed to improve depression identification by screening 80% of eligible adults admitted to two heart failure intensive care units (ICU) using the Patient Health Questionnaire-9 (PHQ-9).

RESULTS Screening compliance increased from 42.1% to 85% by Week 13, exceeding the project goal. Of 101 patients screened, 16.8% screened positive for depression. Workflow changes, leadership support, and peer engagement improved compliance, though psychiatric referrals remained inconsistent.

BACKGROUND Depression is common among critically ill patients but is frequently underrecognized because ICU care primarily focuses on physiologic stabilization. Existing admission screening was limited to suicide risk assessment, delaying identification …

Enhancing Heart Failure Transitional Care To Reduce 30-Day Readmission Rate, Thuy Nhu Uyen Tran

Doctor of Nursing Practice Final Project Abstract

Purpose: The purpose of this quality improvement (QI) project is to reduce 30-day readmissions for adult patients with heart failure (HF) by implementing a standardized HF pathway beginning in the intensive care unit (ICU) and continuing through discharge.

Background: The project was implemented within a large healthcare organization in Northwest Houston, Texas.

Methodology: This project utilized a pre- and post-implementation design guided by the Plan-Do-Study-Act (PDSA) model. Eligible adult patients (≥18 years) with a primary or secondary HF diagnosis were identified during March 2026. The My Pathway to Wellness HF education pathway was initiated at the time of ICU downgrade …

Reduced Lower Extremity Strength, Altered Muscle Activation, And Unchanged Kinetics During Single-Leg Squatting In Males With Patellofemoral Pain Versus Pain-Free Males: A Cross-Sectional Analysis, Lisa T. Hoglund, Amy H. Amabile, Thomas Alexander Hulcher, Victoria K. Polansky, Erin L. Dopke

Department of Physical Therapy Faculty Papers

BACKGROUND: Patellofemoral pain is frequently a cause of reduced quality of life in physically active males. The cause of patellofemoral pain is theorized to include aberrant biomechanics during weight-bearing activities. Altered biomechanics of females with patellofemoral pain have been reported, but there is a dearth of research for males with this condition. This study aimed to compare males with and without patellofemoral pain for hip and knee joint moments and muscle activation during single-leg-squatting and proximal muscle strength.

METHODS: Twenty males with patellofemoral pain and 20 pain-free males aged 20-39 years performed single-leg-squatting while motion, ground reaction force, and proximal …

Assessing The Feasibility Of A Self-Management Intervention For Individuals With Advanced Prostate Cancer And Comorbid Type Ii Diabetes Mellitus, Amy L. Shaver, Christina Steinbock-Malfer, William Tester, Patrick Mille, William K. Kelly, Kevin K. Zarrabi, Costas D. Lallas, Mihir M. Shah, Rose Dimarco, Emily Brand, Shawntel Brown, Swapnil Sharma, Nikita Nikita, Cindy Cogen, Scott W. Keith, Grace Lu-Yao

Kimmel Cancer Center Faculty Papers

BACKGROUND: Many older adults with cancer have at least one comorbidity. Type II diabetes mellitus (T2DM) is a common comorbidity among patients with prostate cancer (PC) and represents an important consideration in this population. Comorbid T2DM can negatively impact cancer-specific outcomes for patients, suggesting the need for better glycemic management, especially for patients on active cancer treatment. The goal of this modified Diabetes Self-Management Education Services (mDSMES) pilot study was to provide patients with the opportunity to learn methods of diabetes self-management, including how to manage their glucose levels, improve their understanding and utilization of medication to promote improvements in …

Machine Learning In Flow Cytometry For Acute Myeloid Leukemia Diagnosis: A Scoping Review, Katrina Jezzela M. Dela Pena Md, Mls (Ascp)

Other Specialties

Manuscript version:

Introduction: Flow cytometry is essential for the diagnosis of acute myeloid leukemia (AML), but conventional analysis is labor-intensive, operator-dependent, and increasingly complex. Machine learning (ML) may support automated analysis; however, its readiness for clinical implementation remains unclear. This scoping review mapped ML approaches applied to flow cytometry for AML-related diagnosis.

Methods: PubMed was searched for English-language primary studies applying artificial intelligence, ML, or deep learning to human flow cytometry data for AML diagnosis or classification. Eligible studies reported diagnostic performance metrics. Study characteristics, preprocessing, data representation, model architecture, validation strategy, performance metrics, interpretability, and implementation considerations were descriptively …

Cost-Effectiveness Evaluation Of Artificial Intelligence-Assisted Chest Radiograph Interpretation For Tuberculosis Screening In Rural Health Units In The Philippines, Harold Henrison C. Chiu, Bryan Christopher C. Lao, Gloanne C. Adolor

Graduate School of Business Publications

Background: Tuberculosis remains a major public health burden in the Philippines, where diagnostic delays are amplified by limited radiology capacity in rural health units (RHUs) and geographically isolated and disadvantaged areas (GIDAs). Computer-aided diagnosis (CAD) using artificial intelligence (AI)-assisted chest radiograph interpretation may shorten the screening pathway and reduce reliance on scarce specialist readers. However, its economic value for RHUbased tuberculosis screening has not been fully evaluated.
Methods: We developed a decision-tree cost-effectiveness model in Microsoft Excel 365 to compare AI-assisted chest radiograph interpretation with conventional manual radiologist or teleradiology interpretation among a theoretical annual cohort of 1,000 presumptive tuberculosis …

Feasibility And Acceptability Of An Occupation‑Based Telehealth Intervention For Cancer Survivors: A Pilot Randomized Controlled Trial, Bernard A. Muriithi, Milan Bimali, Mario Schootman

Occupational Therapy Faculty Scholarship

Introduction

Cancer survivors frequently experience occupational performance challenges during early survivorship, and telehealth may offer a feasible approach to deliver interventions during this period.

Methods

This pilot randomized controlled trial included 17 adults in the first year following breast or prostate cancer diagnosis, assigned to the ActiveHeal Cancer Program (ACP) or a control group. ACP consisted of six 75‑minute occupation‑focused virtual group sessions and weekly follow‑up telephone calls delivered by occupational therapists over 12 weeks. Control participants attended three brief virtual meetings without therapeutic intervention. Feasibility and acceptability were assessed using validated measures, attendance, and completion rates. The exploratory outcomes …

Parkinson's Disease: Immunometabolic Control Points Across Neural, Vascular, And Peripheral Systems, Y Narvaez Irizarry Felix, Alondr M. Bermudez Adorno, Boris Ermolinsky, Lilia Kucheryavykh, Mikhail Inyushin

School of Integrative Biological & Chemical Sciences Faculty Publications

Parkinson's disease (PD) is a progressive neurodegenerative disorder most associated with degeneration of dopaminergic neurons in the substantia nigra pars compacta. Increasing clinical and experimental evidence, however, indicates that PD is a multisystem disease in which immune, metabolic, vascular, and peripheral nervous system dysfunction precede and shape motor circuit failure. Nonmotor manifestations, including olfactory impairment, sleep and autonomic disturbances, gastrointestinal dysfunction, and cognitive decline, often arise years before motor diagnosis, highlighting pathogenic mechanisms beyond dopamine deficiency alone. In this review, we synthesize evidence supporting the view that PD represents a disorder of chronic immunometabolic dysregulation rather than isolated neuronal loss. …

Dnp Final Report: Improving Diabetes Self-Efficacy Through Nutrition Education: A Quality Improvement Project, Lakimberely S. Wooten

DNP Final Reports

Diabetes affects 12.7% of residents in Northeast Texas and is the 7th leading cause of death. Internal evidence indicates low health literacy and a heavy disease burden in the service area, underscoring the need for a standardized, low-cost, and feasible approach to nutrition education. This quality improvement project evaluated the feasibility of implementing an instructor-led nutrition education session. Guided by the Johns Hopkins Evidence-Based Practice Framework and the ADKAR behavioral change model, adult participants with Type 2 diabetes received instruction on the Plate Method. Participants enrolled in a 4-week, instructor-led diabetes education class completed a 1-hour, nutrition education session using …

Dnp Final Report: Improving School Nurse Confidence In Managing Student Anxiety Through Simulation-Based Training, Jessica Marish

DNP Final Reports

Evidence has shown that students with untreated or poorly managed mental health concerns are at higher risk for absenteeism, psychiatric hospitalization, and school dropout. School nurses are often among the first healthcare professionals students encounter when experiencing emotional distress; however, many report limited preparation in mental health screening, grounding techniques, and referral support. The purpose of this quality improvement project was to determine the feasibility of a simulation-based educational intervention for school nurses in managing student anxiety. Guided by the Johns Hopkins Nursing Evidence-Based Practice Model and Neuman Systems Model, this initiative also included the Plan-Do-Study-Act (PDSA) quality improvement model …

Perceived Effectiveness Of Cigar Warnings Among Young People In The U.S., Leah M. Ranney, Rime Jebai, Michael Jetsupphasuk, Sonia A. Clark, Kristen L. Jarman, Sarah D. Kowitt, Jim Thrasher Ph.D., Ma, Ms, Adam O. Goldstein, Jennifer Cornacchione Ross

Faculty Publications

Introduction: The effectiveness of warning size and format on cigar packaging in influencing youth and young adult smoking behaviors is not well understood. This study tested these cigar warning characteristics among youth and young adults who use or are susceptible to using little cigars or cigarillos.

Methods: The study recruited 506 U.S. youth and young adults, aged 15−20 years, between April and June 2023. Participants reported ever or past 30-day use of little cigars or cigarillos or were susceptible to using little cigars or cigarillos. A 2 £ 2 between-subjects online experiment was conducted where youth and young adults were …

A Cooking Skills Intervention For Long-Term Weight Loss In Young Adults With Intellectual Disabilities: Rationale And Design For A Randomized Trial., Lauren T. Ptomey, Jessica C. Danon, Delwyn Catley, Richard A. Washburn, Amy Bodde, Francisco J. Diaz, Brian C. Helsel, Anna M. Rice, Joseph R. Sherman, Madison Koester, Walker S. Mckinney Ph.D., Joseph E. Donnelly

Manuscripts, Articles, Book Chapters and Other Papers

Young adults with intellectual disability (ID) are an underserved population with a high prevalence of obesity, obesity-related health conditions, and reduced ability to complete instrumental and basic activities of daily living (I/ADLs). After leaving the structured environment of public school, many young adults with ID spend more time at home or in day programs, begin living more independently, or enter the workforce. These transitions may increase reliance on fast or processed foods and reduce opportunities for physical activity, contributing to accelerated weight gain. Previous research has demonstrated clinically meaningful short- and long-term weight loss (18-24 months) in adults with mild-to-moderate …

A Longitudinal Multi‑Proxy Geospatial Classification Of Peri‑Urban Transitions Across Community Health Units In Coastal Kenya, Prissy Makena, Felix Oluoch, Rosebella Iseme, Fredrick Gudda, Alfred Keter, Jai Das, Zulfiqar Bhutta, Anthony Ngugi

Population Health, East Africa

Background Urbanization is spatially heterogeneous in many sub-Saharan African settings. This complicates community health planning when rural and peri-urban labels are applied informally or updated inconsistently. We assessed whether multiple publicly available geospatial proxies could characterize settlement dynamics and support Community Health Unit (CHU) level classification within the Kaloleni Rabai Health and Demographic Surveillance System (KRHDSS) in coastal Kenya.

Methods We conducted a longitudinal ecological analysis across 10 CHUs in Kilifi County with annual observations from 2017 to 2024. Five geospatial proxy indicators of settlement intensity were summarized within CHU boundaries: Visible Infrared Imaging Radiometer Suite (VIIRS) nighttime lights radiance, …

Wisdom In Counseling And Psychotherapy: A Conceptual Model For Practice, Mitchell Waters

Papers

Wisdom is increasingly recognized as a critical construct in counseling and psychotherapy, yet it remains conceptually diffuse and underdeveloped for clinical application. This article proposes an integrative conceptual model of wisdom that extends the Dialectical Behavior Therapy (DBT) WISE MIND framework by incorporating temporal and self-transcendent dimensions. Wisdom is defined as a dynamic, context-sensitive capacity to coordinate cognitive, affective, temporal, and spiritual processes in response to complex life demands. The model includes four components: (a) cognitive–affective integration, reflecting the synthesis of emotion and reason; (b) temporal integration, involving adaptive coordination of past experiences and future possibilities; (c) self-transcendent orientation, conceptualized …

Transfusion Intensity In The Icu: Reasons And Triggers, Merijn Reuland, Senta Raasveld, Jimmy Schenk, Claudia Oord, Sanne Bruin, Caroline Schaap, Andrew Flint, Jan Bakker, Maurizio Cecconi, Marcus Lance

Anaesthesiology, East Africa

Background The reasons and physiological triggers for blood transfusion in critically ill patients are not well characterized. Beyond hemoglobin levels, hemodynamic instability is frequently cited, but its role across clinical contexts remains unclear.

Aims (1) To determine whether reasons and triggers for RBC transfusion differ across intensive care unit (ICU) days with varying transfusion intensity. (2) To describe reasons for non-RBC transfusions across these intensity groups.

Methods This sub-study of the prospective International Point Prevalence Study of Intensive Care Unit Transfusion Practices (InPUT) classified ICU days by transfusion intensity: nonmajor (1 RBC unit), major (≥2 units), and massive (≥6 units …

The Kdm-Family Inhibitor Jib-04 Sensitizes Aml Cells To Venetoclax By Inducing A Ferroptosis-Like Phenotype, Katharina Wohlan, Dandan Fan, Anna G Guzman, Alexis Quezada, Hyunji Park, Elmira Khabusheva, Farzane Sivandzade, Matthew Wither, Amber Alcorn, Tamara Thevarajah, Steven M Kornblau, Courtney D Dinardo, Jianzhong Su, Margaret A Goodell, Rachel E Rau

Faculty, Staff and Students Publications

Acute myeloid leukemia (AML) is an aggressive hematological malignancy with various molecular and cytogenetic subtypes. Treatment options for older adult patients are limited due to high toxicity of conventional chemotherapy. The B-cell leukemia/lymphoma 2 inhibitor venetoclax is effective in combination with hypomethylating agents or low-dose cytarabine, but ∼30% of patients do not respond to the initial combination treatment. Thus, alternative combinations are needed to sensitize AML cells to venetoclax and overcome resistance mechanisms. Here, we report that targeting histone lysine-specific demethylases induces a ferroptosis-like phenotype driven by oxidative stress in various AML subtypes. In both patient samples and cell lines, …

De Novo Complex Genomic Rearrangement Spanning 2q31.1 In A Proband With Congenital Malformations: Genotype-Phenotype Correlation And Development Of A Cgr Detection Pipeline, Katherine Helle, Jesse D Bengtsson, Mira Gandhi, Christopher M Grochowski, Ming Yin Lun, Neha Sudhir, Shalini N Jhangiani, Fritz J Sedlazeck, Seema R Lalani, Neil A Hanchard, Claudia M B Carvalho

Faculty, Staff and Students Publications

The 2q31 region is commonly associated with pathogenic alleles of the HOXD cluster leading to various clinical phenotypes related to skeletal development. We present a proband with tetralogy of Fallot and multiple congenital anomalies. Genomic variant screening including an in-house CGR detection pipeline pairing genome sequencing (GS) structural variant calls with read-depth data revealed a de novo complex genomic rearrangement (CGR) spanning 2.7 Mb across 2q31 characterized by a series of duplications and triplications including the HOXD gene cluster. The genomic structure was assembled by applying combined methodologies including short-read and long-read GS, and optical genome mapping (OGM). This in-house …

Future Prospects Of Pediatric Lung Transplantation, Ernestina Melicoff, David Moreno Mcneill, Christian Benden

Faculty, Staff and Students Publications

This special issue of the Journal of Heart Transplantation Open is dedicated to Pediatric Thoracic Transplantation. The authors will discuss subjects related to pediatric lung transplantation such as access to donor organs, allograft dysfunction and role of functional status in outcomes.

Multi-Level Disparities In Survival Among Patients Diagnosed With Oral Cavity Cancer In Texas Between 1995 And 2020, Guillermo A Tortolero, Erich M Sturgis, Jose-Miguel Yamal, Melissa F Peskin, Cici Bauer, Caitlin C Murphy

Faculty, Staff and Students Publications

Background: Multi-level factors, including demographic and neighborhood social conditions, related to disparities in oral cavity cancer (OCC) are not fully understood. We examined the association between these factors and survival outcomes among patients diagnosed with OCC.

Methods: We identified 14,416 patients diagnosed with OCC from 1995 to 2020 using population-based data from the Texas Cancer Registry. Neighborhood-level social vulnerability was measured using the 2010 US Centers for Disease Control and Prevention's Neighborhood Social Vulnerability Index (CDC-SVI). We examined race and ethnicity, CDC-SVI (as sample-based quintiles), and their joint effects with survival outcomes.

Results: Five-year survival probability was 38.6% (95% CI: …

Nutrition Considerations In Youth With Type 2 Diabetes Using Glucagon-Like Peptide-1 Receptor Agonists: A Commentary, Maria E Diaz, Grace Kim, Mili Vakharia

Faculty, Staff and Students Publications

No abstract provided.

Improving Adherence To Regulatory Standards In A Medicaid-Funded Intellectual And Developmental Disability Setting Through Evidence-Based Nursing Policy Implementation, Waveney R. Lagrone, Ut Health Houston Cizik School Of Nursing

Doctor of Nursing Practice Final Project Abstract

Purpose: This quality improvement (QI) project aimed to improve adherence to health and safety regulatory requirements by implementing an evidence-based nursing policy framework to strengthen documentation consistency and clinical practice in a Medicaid-funded Home and Community-Based Services (HCS) program serving adults with intellectual and developmental disabilities.

Background: A baseline review (January–June 2025) identified documentation and regulatory compliance gaps, including three falls, eight psychotropic medication changes requiring follow-up, two emergency department visits or hospitalizations, and five late or incomplete Comprehensive Nursing Assessments (CNAs), highlighting the need for standardized nursing policies.

Methodology: Guided by the Model for Improvement using Plan-Do-Study-Act …

The Comfort Cart Initiative: A Quality Improvement Intervention To Improve Patient Satisfaction In The Emergency Department, Heidy Cladimir Ayala

Doctor of Nursing Practice Final Project Abstract

The Comfort Cart Initiative: A Quality Improvement Intervention to Improve Patient Satisfaction in the Emergency Department

Purpose

The Comfort Cart QI project aimed to improve Emergency Department patient, parent, and guardian satisfaction by 10% over an 8-week implementation period.

Background

In healthcare, patient satisfaction is an important indicator of the quality of care provided, and many literature reviews suggest it is closely associated with patient-centered care.

 Methodology

The Comfort Cart intervention is an evidence-based quality improvement project employing a pre- and post-intervention design, conducted over an 8-week period, in the Emergency Department. The project was guided by Kolcaba's Comfort Theory …

Integrating Music Therapy Into Post-Surgical Care: A Quality Improvement Strategy For Reducing Post-Operative Anxiety, Yosdania Hernandez Benitez

Doctor of Nursing Practice Final Project Abstract

Integrating Music Therapy into Post-Surgical Care: A Quality Improvement Strategy for Reducing Post-Operative Anxiety

Purpose

This quality improvement (QI) project aimed to reduce postoperative anxiety among adult patients after general surgery in the post-anesthesia care unit (PACU) by 30% using nurse-led music therapy in an ambulatory surgical center.

Results

Mean VAS-A scores decreased from 6.9 (SD = 0.5) pre-intervention to 4.0 (SD = 0.5) post-intervention, representing a 2.9-point (41.9%) reduction in anxiety and exceeding the project's target of 30%. Nurse adherence to the intervention protocol was 100%, and the mean patient satisfaction score was 4.6/5.0. All 100 patients completed both …

Leveraging Administrative Health Data To Capture Rare Adverse Drug Reactions: Identifying Pediatric Patients With Trimethoprim-Sulfamethoxazole Acute Respiratory Distress Syndrome., Keith Feldman, Jenna Miller, Katherine Doane, Laura Loftis, James W. Antoon, Kevin J. Downes, Jennifer Goldman

Manuscripts, Articles, Book Chapters and Other Papers

Rare adverse drug reactions (ADRs) are underrecognized and underreported in the electronic medical record (EMR). These events often require clinical review, making systematic identification challenging. The study aim was to develop an approach to prioritize identification and validation of a rare ADR to trimethoprim-sulfamethoxazole causing acute respiratory distress syndrome (TMP-SMX ARDS) across medical institutions. We developed a clinical phenotype based on 2 local TMP-SMX ARDS cases mapped to standardized elements of a national comparative healthcare database (PHIS). We validated identification of TMP-SMX ARDS at scale across medical institutions. A set of scoring criteria was created to prioritize cases and generate …

Rural And Urban Availability Of Substance Use Treatment Facilities, Aaron P. Smith, Tyrone F. Borders

Rural & Underserved Health Research Center Publications

Overview of Key Findings

• Rural counties have higher per capita numbers of substance use disorder treatment facilities than urban counties on average, but also greater variability and large pockets of unmet need.

• The highest proportions of residents living in counties without any treatment facilities are concentrated in rural areas within the Midwestern and Southern United States.

• Rural and urban treatment facilities offer medications for opioid use disorder (MOUD) at similar rates, with inpatient facilities most likely to provide MOUD, followed by residential and outpatient settings.