Quality Improvement Commons^™

Maintaining Trust In Uncertain Times: Funding Pauses And The Ethical Cost To Community-Engaged Research, Brynn E. Sheehan

Department Psychiatry & Behavioral Science Faculty Publications

Federal funding pauses, once considered rare, are increasingly disrupting the stability and continuity of community‐engaged research. Even projects with active, awarded grants are experiencing the strain of funding uncertainty, raising substantive concerns among research teams and community partners. These disruptions extend beyond operational delays; they jeopardize the continuity of relationships developed through sustained, collaborative engagement. In the absence of clear information about a project's future, uncertainty undermines trust and challenges the ethical principles that guide human subjects research, particularly beneficence and justice. This paper draws on direct experience and insights from the broader field to examine the practical and ethical …

Health Literacy/Numeracy-Related Factors Affecting Interpretation In Medical Laboratory Values, Rachel L. Childs

School of Medical Diagnostics & Translational Sciences Publications

Background

Health literacy and numeracy are broad terms that relate to a patient’s understanding of their health information. While there is a substantial amount of research on this topic in a general sense as well as in relation to how deficiencies in these skills impact patients’ understanding of laboratory results, little is known regarding the extent to which underlying factors, which are impacted by health literacy/numeracy, affect how patients interpret their results. This literature review attempts to shed light on the current literature on this more focused and narrow issue, including recommendations to address these barriers.

Content

To perform this …

Pilot Study On The Use Of Multimorbidity Index In Patients Receiving Home Parenteral Nutrition, Michael M. Rothkopf, Mohan Pant, Zachary Rothkopf, Rebecca Brown Rdn, Jaime Haselhorst Rdn, Debbie L. Stevenson Rdn, Andrew Depalma Mba, Michael Saracco

Epidemiology, Biostatistics, & Environmental Health Faculty Publications

Background

Home parenteral nutrition (HPN) patients often have multiple comorbidities. A validated multimorbidity index (MMI) could help determine resource needs and risks with HPN. We evaluated MMI scoring to determine if it predicted HPN resource use and outcomes.

Methods

We performed a secondary analysis of 60 HPN patients from a previous study based on Cumulative Illness Rating Scale (CIRS) scoring. We examined three variables: PN formula changes, hospitalizations, and hospital length of stay (LOS). Density plots were produced to select a CIRS score cutoff value. Spearman correlations among the three variables of interest were computed. The data were then subjected …

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 …

Leading The Way In Pediatric Oral Health Promotion, Denise C. Mckinney

Dental Hygiene Faculty Publications

[Introduction] Dental hygienists promote oral health and provide preventive services to patients throughout their lifespan. The Commission on Dental Accreditation, Dental Hygiene Standards emphasize that graduates must be competent in providing dental hygiene care for all patient populations, including children.¹ In fact, promoting pediatric oral health begins prior to birth with the expectant mother and/or caregiver. Oral health care to include education is essential during pregnancy; specifically, around the prevention and treatment of dental caries for the mother and the unborn child.² In the U.S., from 2013-2016, roughly 30% of women aged 20-44 years had untreated dental caries.³ Expectant mothers …

Determinants Of Patient Satisfaction In An Academic Primary Care Setting: A Cross-Sectional Study Of The Postpandemic Era, Alvin Maliakal, Rajita Kanapareddy, Zooha Altaf, Janani Anbazhagan, Kristin Olson, Cynthia Avila, Rehan Qayyum

Department of Medicine Faculty Publications

Background

Patient satisfaction, a key indicator of healthcare quality, is associated with improved adherence, continuity, and outcomes. However, limited evidence describes determinants of patient satisfaction in contemporary primary care settings reflecting the postpandemic era, when care delivery models and patient expectations have evolved substantially.

Objective

To evaluate the sociodemographic and clinical factors associated with patient satisfaction in an academic primary care setting following the postpandemic era.

Methods

We conducted a cross-sectional survey of adult patients (≥18 years) attending a primary care clinic. Participants completed a self-administered questionnaire including the Visit-Specific Satisfaction Questionnaire (VSQ-9) and measures of sociodemographic and clinical characteristics. …

Factors Affecting The Quality Of Life Of Residents In The United States: Lessons From Virginia, Daniel K. Pryce

Sociology & Criminal Justice Faculty Publications

Evaluating community members' views about their quality of life is important for improving quality of well-being in society, as most societies are interested in the collective well-being of the people. Moreover, quality-of-life research helps public officials to understand how well they are meeting the needs of the electorate. Using the theoretical framework of Maslow's Developmental Perspective, which argues that the higher the need satisfaction of the majority in a given society the greater the quality of life of that society, I explore the effects of multiple variables on quality of life in the Hampton Roads region of Southeast Virginia (this …

Increasing Serious Illness Conversations In Patients At High Risk Of One-Year Mortality Using Improvement Science: A Quality Improvement Study, Kanishk D. Sharma, Sandip A. Godambe, Prachi P. Chavan, Agatha Parks-Savage, Marissa Galicia-Castillo

Department of Family and Community Medicine Faculty Publications

Background: Serious illness conversation (SIC) in an important skillset for clinicians. A review of mortality meetings from an urban academic hospital highlighted the need for early engagement in SICs and advance care planning (ACP) to align medical treatments with patient-centered outcomes. The aim of this study was to increase SICs and their documentation in patients with low one-year survival probability identified by updated Charlson Comorbidity Index (CCI) scores. Methods: This was a quality improvement study with data collected pre- and post-intervention at a large urban level one trauma center in Virginia, which also serves as a primary teaching hospital to …

Association Between The Social Vulnerability Index And Adverse Pregnancy Outcomes, Tetsuya Kawakita, Misa Hayasaka, Lindsay Robbins, Juliana Martins, George Saade

Department of Obstetrics & Gynecology Faculty Publications

Objective: To assess the association between the Social Vulnerability Index (SVI) and racial disparities in pregnancy outcomes across U.S. counties and to quantify these racial disparities.

Methods: This was a cross-sectional study using restricted Centers for Disease Control and Prevention data sets, including natality data sets, fetal death data sets, and all-cause mortality data sets from 2016 to 2021. We limited analyses to Black or White individuals aged 15-44 years from 3,114 U.S. counties. Participants were categorized into quartiles based on county-level SVI. The primary outcome was maternal mortality rate while pregnant or within 42 days of the end of …

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 …

Comparative Analysis Of Machine Learning Models For Predicting Healthcare Traffic: Insights For Optimized Emergency Response, Shadman Mahmood Khan Pathan, Sakan Binte Imran, M. M. Shabab Iqbal, Muhammad Enayetur Rahman, Md. Nurul Absar Siddiky, Muhammad Rezaur Rahman, Md Rafid Hasan, Nondon Lal Dey, Md Sobuj Hossain

Electrical & Computer Engineering Faculty Publications

Efficient management of healthcare traffic is crucial for ensuring timely access to medical services, particularly in emergency situations where delays can have severe consequences. This study presents a comparative analysis of three widely used machine learning models—Linear Regression, Decision Trees, and Random Forests—aimed at predicting healthcare-related traffic volumes. A large dataset from a metropolitan traffic system was used to train and evaluate the models based on key performance indicators, including Mean Squared Error (MSE), R² Score, and computational efficiency. The results reveal that the Random Forest model offers the best performance, achieving higher predictive accuracy and faster execution times compared …

Charting And Checking For Suicidality In A Family Medicine Residency Clinic, Bridget Murphy, Stacy Ogbeide

Journal of Human Services Scholarship and Interprofessional Collaboration

Suicide is a leading cause of death in the United States, and many individuals who die by suicide are likely to have seen a primary care physician (PCP) within the month of their death. Thus, the goal of this quality improvement (QI) project was to examine suicidality documentation practices of interprofessional clinicians within a Family Medicine residency clinic, thus providing rationale for continued research and a template for other clinics to emulate. The QI project used the Plan-Do-Study-Act cycle to survey 28 Family Medicine residents, faculty, and trainees for the Plan stage of the cycle in 2022 and assessed their …

The Impacts Of Role Overload And Role Conflict On Physicians' Technology Adoption, Eun Hee Park, Ghiyoung P. Im, Jing Zhang, Young Hwan Lee, Kyung Hee Chun, Young Soon Park

Information Technology & Decision Sciences Faculty Publications

Technology adoption is an important solution for physicians to increase work efficiency, and thus deal with role conflict among their multiple job roles. Prior studies have not investigated how multiple job roles and role conflict influence physicians’ technology adoption intentions. Based on role strain theory and role identity theory, we present a model of physicians’ technology adoption intentions to support their primary (clinical care) versus secondary (teaching or research) job roles. We test the model using surveys with 156 physicians at nine medical schools in Korea. The results of our data analysis largely support our hypotheses. Role overload in each …

Impact Of A Multidisciplinary Nutritional Support Team On Quality Improvement For Patients Receiving Home Parenteral Nutrition, Michael Rothkopf, Mohan Pant, Rebecca Brown, Jaime Haselhorst, Francine Gagliardotto, Allison Tallman, Debbie Stevenson, Andrew Depalma, Michael Saracco, Dan Rosenberg, Vladimir Proudan, Kishwar Shareef, Nudrat Ayub

EVMS School of Health Professions Faculty Publications

Introduction Home parenteral nutrition (HPN) is essential for patients with intestinal failure requiring long-term nutritional support. The Amerita Quality Improvement Project for HPN Patients (QIP-PN) explored the effect of a physician nutrition expert (PNE)-led multidisciplinary nutritional support team (MNST) on HPN care for patients under its service.

Objective To determine an MNST effect on adherence to protocols, outcomes and quality of life (QOL) in HPN.

Methods The study was divided into three phases: data review (phases 1a and 1b), observation (phase 2) and intervention (phase 3). Seven Amerita locations were selected as ‘study branches’ (population), from which all study patients …

Why Do Family Members Reject Ai In Health Care? Competing Effects Of Emotions, Eun Hee Park, Karl Werder, Lan Cao, Balasubramaniam Ramesh

Information Technology & Decision Sciences Faculty Publications

Artificial intelligence (AI) enables continuous monitoring of patients’ health, thus improving the quality of their health care. However, prior studies suggest that individuals resist such innovative technology. In contrast to prior studies that investigate individuals’ decisions for themselves, we focus on family members’ rejection of AI monitoring, as family members play a significant role in health care decisions. Our research investigates competing effects of emotions toward the rejection of AI monitoring for health care. Based on two scenario-based experiments, our study reveals that emotions play a decisive role in family members’ decision making on behalf of their parents. We find …

Survey Of Workplace Violence Perception, Prevention, Strategies, And Prevalence Of Weapons In Healthcare Facilities, James D. Blando, Marilyn Lou Ridenour, Daniel Hartley

Community & Environmental Health Faculty Publications

No abstract provided.

Performance Improvement In Healthcare: Integrating Gilbert's Behavior Engineering Model Within A Just Culture, Candice Freeman, Jill Erin Stefaniak

STEMPS Faculty Publications

Healthcare leadership and department management personnel are tasked with the responsibility of ensuring safe, high-quality patient care delivered by competent and proficient staff. This responsibility often comes in the form of identification of discrepant and erroneous practices that result in subsequent employee disciplinary action process improvement discussions and implementation. This case study presents an example of a sentinel event and how Gilbert's Behavior Engineering Model (BEM) was utilized in the context of a Just Culture to ensure both processes and personnel were adequately supported to meet expected task outcomes.

Microbiological Contamination Of Mobile Phones Of Clinicians In Intensive Care Units And Neonatal Care Units In Public Hospitals In Kuwait, Mohammed Heyba, Mohammad Ismaiel, Abdulrahman Alotaibi, Mohamed Mahmoud, Hussain Baqer, Ali Safar, Noura Al-Sweih, Abdullah Al-Taiar

Community & Environmental Health Faculty Publications

Background: The objective of this study was to explore the prevalence of microbiological contamination of mobile phones that belong to clinicians in intensive care units (ICUs), pediatric intensive care units (PICUs), and neonatal care units (NCUs) in all public secondary care hospitals in Kuwait. The study also aimed to describe mobile phones disinfection practices as well as factors associated with mobile phone contamination.

Methods: This is a cross-sectional study that included all clinicians with mobile phones in ICUs, PICUs, and NCUs in all secondary care hospitals in Kuwait. Samples for culture were collected from mobile phones and transported for microbiological …

The Factors Behind A Successful Implementation Of Electronic Health Records Systems, Anjee Gorkhali

Engineering Management & Systems Engineering Theses & Dissertations

This research explores the role that budget for Information System (IS) and technical expertise of healthcare service provider staff play on the successful leap from a partial to exhaustive implementation of Electronic Health Records (EHR) Systems. Technical expertise in Information Systems might not be easily measurable directly, but there are a number of indicators that could be used as a proxy, such as: Information System (IS) Department Budget, number of IS staff and the extent of technical trainings provided by the IS department to the clinical staff. This research study hypothesizes that quality technical trainings conducted by an IS department …

Application Of Queuing Theory And Procedure Time Estimation In A Local Healthcare System, Galina Tsoy

Engineering Management & Systems Engineering Theses & Dissertations

People in the United States pay more for their basic healthcare needs than do people in any other nation in the world. When we consider that the United States is the wealthiest nation in the world, controlling the majority of the world's resources, it seems only reasonable to ask: Why should it be this way?

In an effort to address this problem, this thesis examines two possible methods of improving health care efficiency in hospitals. The thesis is thus in two parts: the first part examines resource allocation in medical units using Queuing Theory, and the second part examines a …

Patient Satisfaction Among Users Of The After Hours Program, Helen L. Larocco

Community & Environmental Health Theses & Dissertations

The problem of increasing health care costs and decreasing access to health care services is a major crisis in the U.S. today. One factor contributing to the rising cost of health care is the inappropriate use of emergency rooms, (ERs). In response to escalating costs a local health care corporation implemented a telephone triage program called the After Hours Program, (AHP). The goal of the program was to reduce inappropriate utilization of emergency rooms, and to educate patients to recognize and treat specific health problems independently, i.e., home treatment.

A program evaluation was completed in which different dimensions of patient …

A Cipp Evaluation Of The Administrative Associate Training Program Through Sentara, Patricia A. Criswell

Community & Environmental Health Theses & Dissertations

Hospitals are facing change in today's environment. In order to meet these growing challenges, they are responding by providing value added services. Value added services have been defined as reducing inefficiencies and improving quality and service. Operational restructuring in the form of a new concept called patient-focused care has become the paradigm shift and structural revamping at several hospitals across the nation. Sentara Hospitals have adopted this program to improve the clinical and service quality delivered to the patient. An integral component of this new approach is the multiskilling of staff to reduce duplication, inefficiencies, and improve the quality provided …

An Analysis Of Quality Assessment Efforts In Health Care, Margaret M. Curran

Community & Environmental Health Theses & Dissertations

The purpose of this research was to determine whether consensus could be reached by experts in the field of quality assurance on the most important indicators of health care quality and to determine whether cause and effect relationship could be attributed to the process and outcome indicators suggested in our survey. We invited participation by a representative sample of experts in a Delphi Panel to address these issues. There were 49 respondants to our Round One Questionnaire and they evaluated the relative importance of 50 process and 50 outcome indicators. Panelists were asked to establish cause and effect relationships between …

Correlates Of Knowledge And Locus Of Control On Burden In Professional Caregivers Of Alzheimer's Disease Victims In Three Institution Types, Ruth A. Manning-Gay

Community & Environmental Health Theses & Dissertations

In assessing professional caregivers of Alzheimer's Disease victims, this study tested whether, 1) knowledge would influence perceptions of burden in providing care to such patients, and if 2) individual locus of control would influence perceptions of burden in caring for; Alzheimer's I patients. Professional nurses (BSN's, RN's, and LPN's) from nursing banes, hospitals and psychiatric facilities were asked to complete a three part survey. Three instruments were utilized in this study: the Burden Self-Interview by Zarit, Reeves and Bach-Peterson and adapted for professional caregivers, a 15 item knowledge quiz and the North Carolina Internal External scale (short form) by Schopler, …