Management Sciences and Quantitative Methods Commons^™

Ethical Decision-Making Frameworks In Ai-Driven Pharmaceutical Research & Development, Dhaval Dinesh Panchal, Osama Mohd Hash Ansari, Sudha Divya Madhuri Kallam

Harrisburg University Dissertations and Theses

Artificial intelligence is increasingly being utilized in pharmaceutical research and development to speed up drug discovery, enhance clinical trial design, and support regulatory decision-making. However, the increasingly rapid adoption of AI in the pharma industry has outpaced the development of consistent ethical governance, raising concerns related to data privacy, transparency, regulatory compliance, and stakeholder trust. This study explored the methods by which project managers could develop and utilize ethical decision-making frameworks to facilitate responsible AI implementation in pharmaceutical research and development. Guided by the Responsible Innovation framework, this research employed a mixed-methods design combining semi-structured interviews and quantitative surveys with …

Strategic Planning Time Horizons And Hospital Performance Outcomes, David Meyer

MUSC Theses and Dissertations

Background: Despite widespread adoption of strategic planning in healthcare, empirical evidence linking strategic planning time horizons to hospital financial and quality performance outcomes remains limited. Healthcare executives invest substantial resources in strategic planning processes, yet lack evidence-based guidance on whether longer or shorter planning horizons yield enhanced financial and quality-related results.

Methods: This study employed an exploratory sequential mixed-methods design combining executive survey data with archival performance data. A REDCap survey was administered to 22 hospital CEOs, CFOs, and other C-suite executives between January and February 2026. Survey responses were matched to publicly available financial and quality performance data from …

Expanding Waste Segregation Initiatives To Reduce Regulated Medical Waste: A Multi-Departmental Quality Improvement Project, Emily M. Su, Anuja L. Sarode, Mohammed Sami, David R. Nehring, Erica L. Laipply, Mustafa Culcuoglu

HCA Healthcare Journal of Medicine

Background

Regulated medical waste (RMW) drives up health care costs, largely due to misclassification of general waste, especially in operating rooms (ORs), intensive care units (ICUs), and obstetrics and gynecology (OBGYN) departments. This study aimed to reduce RMW volume and costs at Akron City Hospital (ACH) through department-specific interventions aligning with Occupational Safety and Health Administration (OSHA) and Ohio Environmental Protection Agency guidelines.

Methods

Periodic analyses compared hospital-wide aggregate RMW volume, pick-up frequency, and disposal costs before and after interventions. The ORs initiated interventions in October 2022, expanding to ICUs and OBGYN by February 2024. Strategies included staff education, flyers …

Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski

Publications and Research

Low-lying deltas worldwide are extremely vulnerable to sea-level rise. As the risks of climate-induced flooding become increasingly clear, the thirst for infrastructure-driven adaptation increases. This highlights a patent need to understand the impacts of engineering adaptation solutions, especially those targeting built structures such as dykes and sluices, on farmers from a bottom-up, farmer-centred perspective. The study addresses this call by examining cases where dyke policies, while successful in some dimensions, have undermined small-scale farmer livelihoods in Ca Mau ― Vietnam’s southernmost rural province. It identifies areas in need of attention and adds empirical data related to this group of farmers. …

Understanding The Challenges And Satisfaction Among The Medical Professional Preceptors, Cornelia Ko

West Chester University Doctoral Projects

This study evaluates the Penn Medicine Family Medicine Clerkship program through a mixed-methods approach, exploring the challenges and factors influencing the satisfaction of medical professional preceptors when precepting students. A quantitative survey with 54 preceptor participants reveals the top challenges preceptors face: workload, conflicts with patient care, and limited clinical space. Despite this, there is strong support for the program, with 89% of preceptors enjoying the role and 85% expressing willingness to continue to precept for the next three years. Finally, data analysis shows no statistical correlation between preceptor motivation with gender, ethnicity, age group, years of serving, or total …

Organizational Accounting In Value-Based Care: How Are You Really Doing?, Stephanie Fischer Mba, Jennifer Stephens Do

Administration & Leadership

No abstract provided.

Evaluating The Perceived Benefits Of Education In Revenue Cycle Management And The Impact On Medical Claims Reimbursement, Jessica L. Miller

Student Dissertations

Efficient Revenue Cycle Management (RCM) is essential for healthcare organizations to ensure timely and accurate reimbursement for medical claims. The research problem was the significant inadequacies in RCM process in medical billing that has resulted in financial burdens imposed on providers, patients, and the organizations that provide medical services. There are clearly identified educational gaps in RCM that contribute to claim denials, delays, and revenue loss, underscoring the need for robust training programs. The purpose of this study was to explore the perceived impact of education in RCM on medical claim reimbursement outcomes within the U.S. healthcare system. The study …

The Effect Of Massage Therapy On Test Anxiety Experienced By Traditional-Aged Undergraduate Business Students, Jorge A. Pazmiño

Graduate Theses, Dissertations, and Capstones

Test anxiety impacts traditional-aged undergraduate business students and influences their academic performance and overall well-being. This study explored the efficacy of massage therapy (MT) as a means of mitigating test anxiety within this demographic. Building on existing literature that addresses the consequences of anxiety and alternative coping mechanisms, this research study focused on MT as a potential strategy for test anxiety management. The study employed the Adult Manifest Anxiety Scale–College Version (AMAS-C) to gather data from participants at a private liberal arts institution in the East South-Central region of the United States. An experimental group received an MT intervention, while …

Covid-19 And Management Scholarship: Lessons For Conducting Impactful Research, Gerard George, Gokhan Ertug, Jonathan P. Doh, Johanna Mair, Ajnesh Prasad

Research Collection Lee Kong Chian School Of Business

The COVID-19 pandemic provided an opportunity for management scholars to address large-scale and complex societal problems and strive for greater practical and policy impact. A brief overview of the most-cited work on COVID-19 reveals that, compared with their counterparts in other disciplines, leading management journals and professional associations lagged in providing a platform for high-impact research on COVID-19. To help management research play a more active role in responding to similar global challenges in the future, we propose an integrative framework that emphasizes a phenomenon’s impact, the conditions that the phenomenon creates at multiple levels, and the responses of actors …

Staff Matters: Are There Risks To Using Ai In Our Practice?, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

As your practice adopts AI for hiring processes, it brings efficiency but also potential pitfalls. The increasing use of AI, such as ChatGPT, streamlines tasks like resume screening, but caution is essential. Recent executive orders emphasize safety assessments and civil rights in AI. The Equal Employment Opportunity Commission focuses on transparency and consent in recruitment AI use. Legal compliance is vital to prevent discrimination; criteria like education and experience must be applied consistently. Additionally, employee monitoring AI requires careful implementation, ensuring transparency and human oversight. While AI offers benefits, its workplace integration demands careful consideration, testing, and ongoing evaluation.

The Anatomy Of Physician Fulfillment: Strategies Beyond Burnout, Brook Hale

Antioch University Dissertations & Theses

The persistent tension and power struggle between healthcare executives and physicians is a prevalent issue in healthcare organizations, often leading to a culture of organizational mistrust. This dynamic stems from perceived conflicting goals: executives are frequently seen as primarily focused on financial outcomes, while physicians are viewed as resistant to change. This study explored how physician fulfillment is experienced at work, with the ultimate goal of identifying potential interventions to bridge the gap between these groups. There is vast research and literature available regarding burnout in healthcare; this research focused on understanding what physicians find fulfilling in their work and …

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

Ozgene: To Advance Humanity – Inspire Curiosity, Maarit Patrick, Mike Dixon

Huntsman School of Business Teaching Scholarship Series

The case introduces the students to Ozgene, an Australian firm that experienced a dramatic reduction in lead time of their products because of implementation of Lean principles. The case can be used in undergraduate or graduate courses in operations management or supply chain management as an introduction to Lean principles. The case also encourages students to consider the challenges that make-to-order differ from those of make-to-stock and explore production design principles.

Psychological Safety And Conflict Management Among Nurse Practitioners In Interprofessional Teams, Scott Tyler Faust

Electronic Theses and Dissertations

This quantitative correlational study explored the relationships between perceived psychological safety, conflict management styles, and perceived conflict management success among nurse practitioners (NPs) operating in interprofessional acute or critical care teams in the United States. Despite existing literature on conflict management and psychological safety, there is a noticeable gap concerning the interplay of these factors, specifically among NPs. A multi-item survey was developed from validated measures to assess psychological safety, conflict management success, and conflict management style. The final sample included 944 NPs. The findings revealed a statistically significant difference in the scores of perceived psychological safety, depending on the …

Building Strength Through Collaboration: What Faith Community Nurses Need To Know, Marcia A. Potter

International Journal of Faith Community Nursing

This article is a practical guide and viewpoint narrative that offers definitions, justifications for, process steps, and a how-to checklist for Faith Community Nurses considering collaboration between multiple agencies outside of their own. The author offers simple guidelines and how-to advice on securing success, avoiding risks, and preventing costly misunderstandings between cooperating agencies when combining resources.

A Time-Motion Study Of Emergency And Hospitalist Physicians In A Community Hospital Setting, Mariko M. Ching, Jennifer Lee, Matthew Beecroft

Journal of Wellness

Introduction: Research has shown that low physician work satisfaction correlates with burnout. Having sufficient time at the patient’s bedside is one element that contributes to work satisfaction. Interruptions, on the other hand, have been implicated as a potential cause of both worker dissatisfaction and clinical error. Better understanding how direct patient care and interruptions affect physician satisfaction may aid in developing future interventions to reduce burnout and improve patient safety.

Methods: We conducted an observational, time-motion study to assess how physicians spend their time and correlated these findings to physician satisfaction. This study was conducted in July 2020 …

Landscaping Wellness At Work: A Participatory Model For Worker-Centered Health, Anya Helena Piotrowski

Antioch University Dissertations & Theses

This study contributes to a body of scholarship that demonstrates the benefits and need of employee-driven and defined wellness at work processes. This participatory action research study brought together a team of employees within a remote-work, start-up organization to define and design a process for implementing wellness at work for their organization. Through a participatory process that allowed outcomes to emerge from the group, employees identified opportunities to foster embodied wellness in their organization in three core areas: organizational, personal, and cross-boundary initiatives. Through a reflective collaboration, employees generated ideas and developed a plan to address employee-identified priorities that will …

Predictors Of Covid-19 Vaccination Rate In Usa: A Machine Learning Approach, Syed M. I. Osman, Ahmed Sabit

WCBT Faculty Publications

In this study, we examine state-level features and policies that are most important in achieving a threshold level vaccination rate to curve the effects of the COVID-19 pandemic. We employ CHAID, a decision tree algorithm, on three different model specifications to answer this question based on a dataset that includes all the states in the United States. Workplace travel emerges as the most important predictor; however, the governors’ political affiliation (PA) replaces it in a more conservative feature set that includes economic features and the growth rate of COVID-19 cases. We also employ several alternative algorithms as a robustness check. …

Covid‑19 Vaccine Distribution: Exploring Strategic Alternatives For The Greater Good, Arben Asllani, Silvana Trimi

Department of Supply Chain Management and Analytics: Faculty Publications

The dire state of the COVID-19 pandemic crisis symbolized the urgency for efficient distribution and administration of vaccines to combat the virus as the most urgent public health service. This paper presents a prototype multi-criteria decision support model based on goal programming that can effectively support vaccination plans for the greater good of society. The optimization goals of the model include minimizing the number of fatalities and risk of spreading the disease, while complying with government health agency’s priority guidelines for vaccination. This study applied the model to a real-world dataset to demonstrate how it can be effectively applied as …

The Online Ordering Behaviors Among Participants In The Oklahoma Women, Infants, And Children Program: A Cross-Sectional Analysis, Qi Zhang, Kayoung Park, Junzhou Zhang, Chuanyi Tang

Department of Marketing Faculty Scholarship and Creative Works

The Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) is a nutrition assistance program in the United States (U.S.). Participants in the program redeem their prescribed food benefits in WIC-authorized grocery stores. Online ordering is an innovative method being pilot-tested in some stores to facilitate WIC participants’ food benefit redemption, which has become especially important in the COVID-19 pandemic. The present research aimed to examine the online ordering (OO) behaviors among 726 WIC households who adopted WIC OO in a grocery chain, XYZ (anonymous) store, in Oklahoma (OK). These households represented approximately 5% of WIC households who redeemed …

Competencies For Successful Middle Managers In Healthcare And Medical Education, Ahmed Al Ansari

Antioch University Dissertations & Theses

The Kingdom of Saudi Arabia (KSA) and the Kingdom of Bahrain (KB) are currently in the process of the rapid transformation of health care to a self-sustained autonomous system. Middle managers play a pivotal role in achieving this goal. The aim of this study is to develop a feasible, reliable, and valid scale for measuring the leadership and managerial competencies of MM in KSA and KB. Zhou’s (2019) conceptual framework using a mixed-method approach was followed. After procuring ethical clearance from concerned authorities and informed consent from all the participants (n = 27), semi-structured interviews were conducted across three groups: …

Promoting Wellness And Preventing Burnout: Our Success Story, Judith Schultz Cstr, Caiss, Carol Fox Ma, Rn, Ccrn

Administration & Leadership

No abstract provided.

The Importance Of Violence Prevention Coordinators To Your Trauma Program, Carol Fox Rn, Ma, Ccrn, Melissa Mee

Administration & Leadership

No abstract provided.

Great (Soft) Power Competition: Us And Chinese Efforts In Global Health Engagement, Michael W. Wissemann

The US Army War College Quarterly: Parameters

Global health engagement, an underutilized strategy rooted in the strengths of soft power persuasion, can lead to more military-to-military cooperation training, help establish relationships that can be relied on when crises develop, stabilize fragile states, and deny violent extremist organizations space for recruiting and operations. Examining Chinese efforts worldwide to curry favor and influence and the challenges posed by the COVID-19 pandemic, this article shows health as a medium is a very compelling and advantageous whole-of-government approach to national security policy concerns.

Content Analysis Of Hospital Reviews From Differing Sources: Does Review Source Matter?, Sayeedul Islam, Sara Mir, Caroline Defina, Carolina Silva

Journal of Excellence in Nursing and Healthcare Practice

Social media has had an impact on how patients find and evaluate medical professionals and their experiences of modern healthcare. Qualitative research in healthcare has increased its focus on social media. The present study examined 497 reviews of hospitals in the Pittsburgh area across three websites: Google, Yelp, and Healthgrades. Using computerized content analysis tools (CATA), we analyzed positive and negative comments to identify key themes. Key themes and words included “doctor,” “hospital,” “staff,” and “time.” These findings highlight the importance of medical staff to patient experience. Results indicated that Yelp had the lowest average rating. CATA also revealed that …

A Data Driven Approach To Profile Potential Sars-Cov-2 Drug Interactions Using Tylerade, Robert P. Schumaker, Michael A. Veronin, Trevor Rohm, Matthew Boyett, Rohit R. Dixit

Journal of International Technology and Information Management

We use a data driven approach on a cleaned adverse drug reaction database to determine the reaction severity of several covid-19 drug combinations currently under investigation. We further examine their safety for vulnerable populations such as individuals 65 years and older. Our key findings include 1. hydroxychloroquine/chloroquine are associated with increased adverse drug event severity versus other drug combinations already not recommended by NIH treatment guidelines, 2. hydroxychloroquine/azithromycin are associated with lower adverse drug event severity among older populations, 3. lopinavir/ritonavir had lower adverse reaction severity among toddlers and 4. the combination of azithromycin, hydroxychloroquine and tocilizumab is safer than …

Relationship Between Employee Satisfaction And Patient Satisfaction Within The Veterans Affairs Health Care System, Krista Penn

Walden Dissertations and Doctoral Studies

Within health care organizations, the experience of care is a critical measure of the quality of a health care system and is an important measure of success. Over the past several years, the quality and experience of care have been criticized within the Veterans Health Administration. Veterans Health Administration hospitals suffer from low patient satisfaction scores and high nurse turnover rates. Research shows a correlation between patient satisfaction and employee satisfaction within other health care organizations, yet there has been limited research on whether this type of relationship exists within facilities across the Veterans Health Administration. Using Donabedian’s quality health …

Bear River Health Department: Covid-19 Contact Tracing, Mike Dixon, Zach Rusk

Huntsman School of Business Teaching Scholarship Series

This case introduces students to a highly variable process that has uncertain demand and processing times. It describes the contact tracing efforts as a response to positive Covid-19 cases in a rural health district in the state of Utah during the first 9 months of the pandemic of 2020. The case puts students in the shoes of the managing director of a health department trying to decide how to best manage a team of contact tracers who are increasingly unable to timely complete their work that is vital to stopping the spread of the disease.

A Predictive Analytics Model For Differentiating Between Transient Ischemic Attacks (Tia) And Its Mimics, Alia C. Stanciu, Mihai Banciu, Alireza Sadighi, Kyle A. Marshall, Neil Holland, Vida Abedi, Ramin Zand

Faculty Journal Articles

Transient ischemic attack (TIA) is a brief episode of neurological dysfunction resulting from cerebral ischemia not associated with permanent cerebral infarction. TIA is associated with high diagnostic errors because of the subjective nature of findings and the lack of clinical and imaging biomarkers. The goal of this study was to design and evaluate a novel multinomial classification model, based on a combination of feature selection mechanisms coupled with logistic regression, to predict the likelihood of TIA, TIA mimics, and minor stroke.

A Review Of The Literature On Corruption In Healthcare Organizations, Vincenzo Sforza, Riccardo Cimini, Alessandro Mechelli, Taryn Vian

Nursing and Health Professions Faculty Research and Publications

This paper provides a systematic and bibliometric review of 80 research articles on corruption in healthcare published in peer-reviewed journals between 2006 and 2017. Findings suggest that the number of studies has increased over time with a focus on low- and middle-income countries; academic researchers have published papers in a large variety of journals and have investigated different types of corruption with various methodologies. The interest is especially focused on low- and middle-income countries where corrupt behaviors are more common. The paper suggests future research directions to a dynamic research community to facilitate anticorruption actions by public authorities.