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Articles 1711 - 1740 of 14451
Full-Text Articles in Medicine and Health Sciences
Post-Discharge Telephone Intervention With A Clinical Pharmacy Specialist For Gastrointestinal Medical Oncology Patients, Jane E. Rogers, Michael Leung, Amanda Sirisaengtaksin, Jennifer Zadlo, Van Nguyen, Morgan Mace, Wendy Covert, Makenna Smack, Stacy Diao, Zhou Fang, Andrea Landgraf, Mariela Blum Murphy
Post-Discharge Telephone Intervention With A Clinical Pharmacy Specialist For Gastrointestinal Medical Oncology Patients, Jane E. Rogers, Michael Leung, Amanda Sirisaengtaksin, Jennifer Zadlo, Van Nguyen, Morgan Mace, Wendy Covert, Makenna Smack, Stacy Diao, Zhou Fang, Andrea Landgraf, Mariela Blum Murphy
Advances in Cancer Education and Quality Improvement
Background: Oncology patients are a vulnerable population with medication-related problems spanning across care settings. Gastrointestinal medical oncology (GIMO) patients often have unique medication challenges due to extensive treatment history. High-quality medication reconciliation aids in preventing medication discrepancies and potential adverse events during transitions of care. We conducted a pilot post-hospital discharge intervention with clinical pharmacy specialists for GIMO patients.
Objective: The primary objective was to identify the frequency of medication discrepancies.
Methods: GIMO patients discharged from our hospital were identified and called within 7 days of discharge. Clinical pharmacy specialist telephone encounters occurred between December 2021 and February 2022.
Results: …
Factors Associated With Emergency Difficult Tracheal Intubation And Difficult Airway Management In A Non–Operating Room Setting At A Cancer Treatment Center, Jackson Su, Neil Bailard, Jens Tan, Jeffrey Lim, Catherine Vu, Wenli Dong, Gang Zheng
Factors Associated With Emergency Difficult Tracheal Intubation And Difficult Airway Management In A Non–Operating Room Setting At A Cancer Treatment Center, Jackson Su, Neil Bailard, Jens Tan, Jeffrey Lim, Catherine Vu, Wenli Dong, Gang Zheng
Advances in Cancer Education and Quality Improvement
Difficult tracheal intubations are reported more often in the emergency non−operating room setting than in the operating setting. To identify the factors associated with emergency difficult intubation (DI) and difficult airway (DA) management in hospitalized patients with cancer, we conducted a single-center retrospective study in hospitalized patients who underwent emergency intubations in a non−operating setting from 2016 to 2019 at a cancer treatment center. Cases of DI (inability to visualize the vocal cords and/or >2 intubation attempts) and DA (DI, advanced airway device use, and/or need for a surgical airway) were included. We reviewed 763 cases; the DI and DA …
Evaluating The Impact Of A Renal Dosing Refreshable Sidebar Report On Appropriateness Of Antimicrobial Dosing At A Large Acute Care Cancer Hospital, Emily Fox, Jovan Borjan, Nancy Vuong, Hannah Aune, Claire Marten, Joshua Hendrickson
Evaluating The Impact Of A Renal Dosing Refreshable Sidebar Report On Appropriateness Of Antimicrobial Dosing At A Large Acute Care Cancer Hospital, Emily Fox, Jovan Borjan, Nancy Vuong, Hannah Aune, Claire Marten, Joshua Hendrickson
Advances in Cancer Education and Quality Improvement
Background: Appropriate antimicrobial dosing is vital in the treatment of patients with infectious diseases, though adherence to guideline recommended doses is often suboptimal.
Outcomes: This study was conducted to evaluate the impact of a renal dosing refreshable sidebar report, which displayed recommendations from a previously developed institutional antimicrobial dosing guide at the time of antimicrobial order entry. The primary outcome was adherence to daptomycin dosing guideline recommendations before and after implementation.
Methods: This was a pre- and post-quasi-experimental study at a 600-bed acute care cancer hospital. Adult patients (≥18 years old) that received daptomycin from February-April 2021 (pre-intervention phase) and …
Implementation And Evaluation Of A Resident Pediatric Complex Care Education Series, Calivin Schaffer, Danielle Doctor, Amy Buczkowski, Bonnie Lynne Boomsma, Logan Murray
Implementation And Evaluation Of A Resident Pediatric Complex Care Education Series, Calivin Schaffer, Danielle Doctor, Amy Buczkowski, Bonnie Lynne Boomsma, Logan Murray
Costas T. Lambrew Research Retreat 2025
Children with medical complexity have significant chronic health problems that affect multiple organ systems and result in functional limitations, high health care need or utilization, and often dependence on medical technology. Addressing their needs requires optimizing care within the medical home and medical neighborhood.
A Tobacco Treatment Training Program Expands The Number Of Healthcare Providers Trained To Use Evidence-Based Practices And Methods, Alex Hurst, Maher Karam-Hage, Jennifer Cofer, Mehwish Javaid, Diane Beneventi, Janice Blalock, Tiffany Winter, Paul M. Cinciripini, Ernest Hawk
A Tobacco Treatment Training Program Expands The Number Of Healthcare Providers Trained To Use Evidence-Based Practices And Methods, Alex Hurst, Maher Karam-Hage, Jennifer Cofer, Mehwish Javaid, Diane Beneventi, Janice Blalock, Tiffany Winter, Paul M. Cinciripini, Ernest Hawk
Advances in Cancer Education and Quality Improvement
Tobacco-use disorder remains a global health challenge, despite declining rates, and is a leading cause of morbidity and mortality, especially among special populations that disproportionally do not have access to comprehensive treatment services. The lack of trained providers and slow dissemination of new tobacco treatment knowledge are obstacles to accessing comprehensive evidence-based treatments. Less is known about the impact of specialized training programs on healthcare professionals' ability to effectively treat tobacco use. This paper reports on the evaluation of the tobacco treatment training program, training methodology, and the demographics of the specialists trained.
MD Anderson’s Tobacco Treatment Training Program (TTTP) …
Children Living With Type 1 Diabetes In The Public School System, Madison M. Wilson
Children Living With Type 1 Diabetes In The Public School System, Madison M. Wilson
Kentucky Undergraduate Journal for the Health Humanities
Type 1 Diabetes is a worldwide chronic condition that typically develops during adolescence and requires life-long treatment and management. Management of this disease is extremely complicated for a child to manage on their own and requires a community of individuals to help them. With children spending most of their days at school, the school’s teachers and staff are vital to the care and management of their condition while attending public school. Children with Type 1 Diabetes in public school systems face many disparities and a reform is needed. Looking at this population through a holistic health science lens can help …
In-Person And Virtual Adaptation Of An Interprofessional Palliative Care Communications Skills Training Course For Pediatric Oncology Clinicians, Karen Moody, Clark R. Andersen, Robert M. Arnold, Julie Bradley, Allie Carter, Lauren Draper, Timothy Garrington, Jonathan B. Gill, Douglas J. Harrison, Masanori Hayashi, Amy Heaton, Cynthia Holladay, Alex Lion, Alakh Rajan, Beatriz N. Rozo, Daniel V. Runco, Shermini Saini, Laura K. Salvador, Kathryn Sutton, Verna Ferguson
In-Person And Virtual Adaptation Of An Interprofessional Palliative Care Communications Skills Training Course For Pediatric Oncology Clinicians, Karen Moody, Clark R. Andersen, Robert M. Arnold, Julie Bradley, Allie Carter, Lauren Draper, Timothy Garrington, Jonathan B. Gill, Douglas J. Harrison, Masanori Hayashi, Amy Heaton, Cynthia Holladay, Alex Lion, Alakh Rajan, Beatriz N. Rozo, Daniel V. Runco, Shermini Saini, Laura K. Salvador, Kathryn Sutton, Verna Ferguson
Advances in Cancer Education and Quality Improvement
Introduction
Empathic communication is crucial for clinicians when discussing palliative and end-of-life (PC/EOL) care with parents of children with cancer. Unfortunately, many parents report inadequate communication at these distressing times. This study evaluates the communication skills training (CST) clinicians received to deliver a PC/EOL communication intervention as part of a multi-site randomized-controlled trial (RCT). Training was provided using an in-person format and then adapted to a virtual platform to accommodate remote learners.
Methods
Clinicians were trained in dyads (one physician and one nurse [RN] or advanced practice provider [APP]) over 3 days (in-person or virtually). Four pediatric oncology cases were …
Does Covid-19 Matter: A Growth Curve Modeling Analysis Estimating And Predicting The Growth Trends Of The Accountable Care Organizations (Acos) Preventative Quality Performance During 2016-2020 Period, Christina Bocanegra-Perez
Does Covid-19 Matter: A Growth Curve Modeling Analysis Estimating And Predicting The Growth Trends Of The Accountable Care Organizations (Acos) Preventative Quality Performance During 2016-2020 Period, Christina Bocanegra-Perez
Theses & Dissertations
Does COVID-19 Matter: A Growth Curve Modeling Analysis Estimating and Predicting the Growth Trends of the Accountable Care Organizations (ACOs) Preventative Quality Performance During 2016-2020 Period
Christina M. Bocanegra, PhD
University of the Incarnate Word
Abstract
Introduction: CMS aggregates and reports Accountable Care Organizations (ACOs) performance each year, resulting in distributed shared savings to provider participants. The intent is to share benefits with healthcare providers to promote lower costs, better patient experience, and better outcomes. The Medicare Shared Savings Program (MSSP), in which ACO groups collect data to include the six preventative quality care measures viewed in this study, focuses …
Targeting Student Outcomes Through Implementation Of Laboratory Experiences In A First Year Medical Neuroanatomy Course, Grant Boxey
Anatomical Education Dissertations
The pillars of anatomical sciences, including neuroanatomy, have undergone massive shifts in their teaching methodologies in recent years. With the increased enrollment in graduate medical education, as well as the introduction of new technologies, the anatomical sciences have reformed the ways in which future healthcare practitioners learn. Among the challenges to neuroanatomical education have been reliable access to donor specimens, and a decrease in laboratory-based hours. This study evaluated the introduction of voluntary laboratory-based experiences within a first-year medical neuroanatomy course. The first research question evaluated the effect of hands-on laboratory experiences on examination performance between participants and non-participants. There …
Education For Healthcare Providers: Psilocybin-Assisted Psychotherapy, Chelsi Carlson
Education For Healthcare Providers: Psilocybin-Assisted Psychotherapy, Chelsi Carlson
Theses and Graduate Projects
Psilocybin-assisted psychotherapy is emerging as a promising therapeutic modality for addressing psychological distress in psychiatric and palliative care settings. This scholarly project explores the current literature on psilocybin-assisted therapy, providing an educational framework for healthcare providers regarding its clinical applications, potential benefits, and safety considerations. With the rise in treatment-resistant mental health disorders, there is an increasing need for innovative and holistic approaches to care. This project evaluates healthcare providers’ existing knowledge and attitudes toward psilocybin therapy and delivers an educational intervention aimed at reducing stigma and fostering informed clinical perspectives. Grounded in Margaret Newman’s Theory of Health as Expanding …
The Fraught Path To Residency For International Medical Graduates, Fatima Mossolem, Nidhi Chaudhary, Kate Whelihan, Venkat Venkataraman
The Fraught Path To Residency For International Medical Graduates, Fatima Mossolem, Nidhi Chaudhary, Kate Whelihan, Venkat Venkataraman
Rowan-Virtua Research Day
Background:
International medical school graduates (IMGs) are a vital part of the physician workforce in the United States helping to combat the ongoing physician shortage. The Association of American Medical Colleges reported that 42.3% of hospitalists were IMGs, physicians that also comprise a significant part of primary care physicians in rural underserved areas. Students in a gray area of immigration statuses such as those in DACA or those that have lived in the US for years waiting to attain citizenship are automatically considered “international students” and have typically received less residency interviews, and have had a harder time matching into …
Improving Workflows For Filling Provider Contractor Needs - Sw Region, Erika Lamb, Kristi Patterson
Improving Workflows For Filling Provider Contractor Needs - Sw Region, Erika Lamb, Kristi Patterson
Nursing Posters
An interdisciplinary team was brought together to solve for the following problems:
- The process for filling contractor needs in Willmar was unclear. Willmar has high contractor utilization which is expected to continue into the foreseeable future.
- Turnaround Times: "Regular" provider hires: 90 days. Contractor hires: 120 days. At times, contractor needs at RMH were asked to be filled within 60 days.
- There were gaps in communication across roles regarding the progress, contractor onboarding, perceived challenges, and potential red flags.
The Impacts Of Pre-Matriculation Programs On Incoming First Year Medical Students: A Scoping Review, Nadia Fedoryka, Claire Licata
The Impacts Of Pre-Matriculation Programs On Incoming First Year Medical Students: A Scoping Review, Nadia Fedoryka, Claire Licata
Rowan-Virtua Research Day
Medical school provides many obstacles and stressors that can derail students' journeys. Students need support to traverse these obstacles. Many schools provide support including tutoring, remediation protocols and pre-matriculation programs. Pre-matriculation programs are support programs that students encounter before matriculating into medical school. This scoping review focuses on the possible impacts of summer pre-matriculation programs on incoming first year medical students with the goal of better understanding how these programs positively, negatively or do not impact medical students. A scoping review was performed and three databases were searched (Pubmed, Scopus, Ovid Medline) resulting in a total of 295 articles with …
Medical Student Research: A Literature Review On Impact And Perceptions, Jyothi Mathew Maruthanal, Kate Whelihan, Venkat Venkataraman
Medical Student Research: A Literature Review On Impact And Perceptions, Jyothi Mathew Maruthanal, Kate Whelihan, Venkat Venkataraman
Rowan-Virtua Research Day
Background:
- The 2022 transition from numerical to pass/fail scoring for USMLE Step 1 and COMLEX Level 1 has changed the way medical students perceive their competitiveness.
- In a 2020 report, it was found that Osteopathic students were more likely to see the transition as negatively impacting their residency match and specialty choice.
- With the belief that residencies will now place greater focus on extracurricular achievements, attention to medical student research has increased since the transition.
- Understanding the outcomes and perceptions of research programs is necessary to identify these barriers and devise ways of integrating research more effectively into medical training. …
Vaccine Booster Hesitancy And Factors Associated Amongst Minority Students In South Jersey, Charles Ezenwanne, Resty Mercado, Priya Patel
Vaccine Booster Hesitancy And Factors Associated Amongst Minority Students In South Jersey, Charles Ezenwanne, Resty Mercado, Priya Patel
Rowan-Virtua Research Day
In October 2022, COVID-19 vaccine coverage for two doses in NJ was 77.4%. This exceeded the US national average of 67.8%. However, initial booster uptake remained low at only 50% statewide, and bivalent booster uptake was just 16.8% by March 2023. South Jersey, including Gloucester County and Glassboro, contains large marginalized populations that have experienced barriers to vaccination access, misinformation, and skepticism regarding government and pharmaceutical intentions. This health equity service project was to provide clear, factual, and relatable information to increase vaccine confidence and uptake among minority students at Rowan University and the broader South Jersey community. By addressing …
Teaching Students To Provide Effective Feedback With The Situation-Behavior-Impact (Sbi) Framework, Steve Garwood
Teaching Students To Provide Effective Feedback With The Situation-Behavior-Impact (Sbi) Framework, Steve Garwood
Rowan-Virtua Research Day
Formal training in delivering effective feedback is often absent in educational curricula, despite its critical role in professional development, particularly within medical education. This study implemented a one-hour virtual workshop designed to enhance medical students' feedback proficiency. Participants engaged in activities to identify attributes of effective feedback and applied the Situation-Behavior-Impact (SBI) framework. Post-workshop data demonstrated significant improvement in participants': 1) knowledge of effective feedback qualities, 2) ability to provide actionable feedback, and 3) comprehension of the SBI framework. These findings suggest that targeted interventions can effectively equip students with essential feedback skills.
Child Sex Trafficking In Pediatrics: From Screening To Comprehensive Care, Victoria Shwe, Tracy Lin, Nicole M. Leopardi
Child Sex Trafficking In Pediatrics: From Screening To Comprehensive Care, Victoria Shwe, Tracy Lin, Nicole M. Leopardi
Rowan-Virtua Research Day
Child sex trafficking is a significant issue in New Jersey, with minors making up 22% of trafficking victims in 2023. While screening tools exist to identify at-risk youth, there is a major gap in understanding the steps healthcare providers should take after identification to ensure appropriate care, support, and referrals. Current research highlights the lack of data on the use of trafficking screening tools and the absence of standardized post-screening protocols. Most pediatricians rely on referrals to social services or law enforcement, yet limited coordination between healthcare providers and these agencies complicates effective care. The shortage of child abuse pediatric …
Beyond The Label: Understanding And Addressing Occupational Stigma In Psychiatry, Mahesh Vasudevan, Madeeha Sheriff
Beyond The Label: Understanding And Addressing Occupational Stigma In Psychiatry, Mahesh Vasudevan, Madeeha Sheriff
Rowan-Virtua Research Day
Introduction:Stigma is a social classification that devalues individuals or groups, and occupational stigma targets entire professions. Psychiatry is particularly affected, often viewed by the public and medical community as lacking scientific rigor and prestige. This negative perception has far-reaching consequences.
Methods:A narrative literature review was conducted to explore the scope, sources, and impact of occupational stigma toward psychiatrists. Peer-reviewed articles and professional resources published between 2002 and 2023 were selected based on relevance to psychiatric stigma, education, and public perception. Databases searched included PubMed, Google Scholar, and professional association websites using keywords such as “psychiatry stigma” and “psychiatrist …
May 2025, Swosu Rural Health Center
May 2025, Swosu Rural Health Center
RURAL ROCKS
This is the May 2025 issue of Rural Rocks from the SWOSU College of Pharmacy.
Impact Of The Acgme Merger On Ophthalmology Match Success: A Pre- And Post-Merger Comparative Analysis, Anna Flts
Rowan-Virtua Research Day
Background
In 2020, the ACGME merger unified the residency match process for MD and DO applicants into a single, standardized system. The merger aimed to promote equity in graduate medical education by streamlining training pathways and matching processes across applicant backgrounds.
Hypothesis
Despite the merger’s goal of standardization and equity, disparities in ophthalmology match outcomes between MD and DO applicants may persist.
Methods
Data from the SF Match and AUPO were collected for ophthalmology applicants from 2016 to 2024. Applicants were divided into pre-merger (2016–2019) and post-merger (2020–2024) cohorts. Match rates for MD and DO applicants were calculated and compared …
Pathways Beyond Performance: How Curriculum Style Impacts Emotional Intelligence And Interpersonal Communication In Medical Students, Dan Yacubovich, Jonathan Tadros, Jennifer Fischer, Dana Zambito
Pathways Beyond Performance: How Curriculum Style Impacts Emotional Intelligence And Interpersonal Communication In Medical Students, Dan Yacubovich, Jonathan Tadros, Jennifer Fischer, Dana Zambito
Rowan-Virtua Research Day
Background: Medical schools employ various curricula to foster medical knowledge and professional competencies. Emotional intelligence (EQ)—the capacity to manage emotions and interpersonal relationships—is essential in clinical care. While research links EQ to academic and communication skills in nursing and international medical students, limited data exist for U.S. medical students, particularly regarding curriculum type.
Objective: This study evaluates whether different curricula—Problem-Based Learning (PBL) and Synergistic-Guided Learning (SGL)—are associated with differences in EQ and interpersonal communication skills (ICS) at Rowan-Virtua SOM.
Methods: EQ was measured using the MySkills Profile (EIQ16). ICS scores were derived from standardized patient encounters in the pre-clinical years. …
Assessing The Impact Of The Covid-19 Pandemic On Mental Health In Patients Presenting To A Student-Run Free Clinic, Sabah Iqbal, Kirsten Carlberg, Emily Reilly, Jessica Ivanov, Victoria Youssef, Lily Roessler, Maikel Monsour, Nils Brolis
Assessing The Impact Of The Covid-19 Pandemic On Mental Health In Patients Presenting To A Student-Run Free Clinic, Sabah Iqbal, Kirsten Carlberg, Emily Reilly, Jessica Ivanov, Victoria Youssef, Lily Roessler, Maikel Monsour, Nils Brolis
Rowan-Virtua Research Day
Background
Mental health is an important part of patient care, therefore it is imperative to understand how it’s recognized and treated. Socioeconomic status and the COVID19 pandemic contribute to disproportionate incidences of mental illness1, 2, 10, 11, 12. This study uses data from a student-run clinic, the Rowan-Virtua Community Health Center (RVCHC), to examine disparities in mental health needs and screenings among the local population.
Hypothesis
It was hypothesized that underserved populations are at a disadvantage when it comes to both mental health screenings and treatment due to restricted access to healthcare and other unmet needs. Additionally, the …
Parental Expectations On Pediatric Care For Children, Brenan Cash
Parental Expectations On Pediatric Care For Children, Brenan Cash
Human Development and Family Sciences Undergraduate Honors Theses
Childhood pediatrics is a major factor for a full and healthy childhood for all children from adolescence to adulthood. However, the physical health aspect has been the main focus through most primary care clinics and hardly focuses on the mental health side. Mental health issues which involve anxiety, depression, and post-traumatic stress are more prominent than they have ever been, as up to 30% of children have experienced mental health issues such as posttraumatic stress disorder, especially in recent pandemic years (Meherali et al., 2021). This study employed a non-experimental, quantitative analysis utilizing online close-ended survey questions. The type of …
I Am (Me)Dicine: An Analysis On The Influence Of Humanities Courses Within The Construction Of Internal And External Identities Within Pre-Med Students At Uno, Alix Barnes
Theses/Capstones/Creative Projects
The purpose of this project is to investigate how arts and humanities coursework may enhance the development of internal and external identities for premedical students beyond their traditional scientific coursework. A literature review shows positive findings on identity development and the influence of arts and humanities coursework on medical education. This investigation will take place through a mixed-method survey distributed to UNO premedical students and will explore themes of self-reflection, personal and professional growth, and understanding of external perspectives. An optional question prompts respondents to reflect further on their work within arts and humanities courses and their impact on these …
On Death And Disease: How Physicians’ Perspectives Compare Across Specialties Through Written Work, Stephanie Anne C. Alkonga
On Death And Disease: How Physicians’ Perspectives Compare Across Specialties Through Written Work, Stephanie Anne C. Alkonga
Honors Capstones
Narrative medicine is a tool that the medical field is increasingly utilizing to cultivate patient-centered and culturally competent doctors and to reflect on lived experiences through texts that focus on psychosocial best practices. This study aims to examine the language used in physician-written works that address how physicians in different medical specialties treat the aging and the terminally ill, and how they view the deceased. Qualitative data guided by thematic questions will primarily be used in the analysis and comparison of these texts’ tone, rhetoric, diction, and similar literary devices to uncover if certain patterns arise across such specialties. Findings …
Dean's Research Newsletter, May 2025, Neil W. Schluger
Dean's Research Newsletter, May 2025, Neil W. Schluger
SOM Dean's Research Newsletter
No abstract provided.
Measuring The Strategies To Cope With Shift Work Among Healthcare Workers, Khushi Mehta, Lindsay Ham
Measuring The Strategies To Cope With Shift Work Among Healthcare Workers, Khushi Mehta, Lindsay Ham
Psychological Science Undergraduate Honors Theses
It is known that lack of sleep, no matter what career a person is in, is detrimental to the overall longevity and health of an individual. Balance of sleep can be easy to attain, especially if one’s work life is able to facilitate it. Healthcare workers, however, often do not have that luxury. Healthcare professionals work a variety of shifts ranging from night shifts, 12-16-hour shifts, regular daytime hours, and being on call during the night. These irregular working schedules can have a detrimental effect on their sleep quality and quantity. If healthcare workers don’t get enough sleep, it can …
A Comprehensive Analysis Of Virtual Reality In Modern Healthcare Education, Adarsha Ganesan
A Comprehensive Analysis Of Virtual Reality In Modern Healthcare Education, Adarsha Ganesan
Honors Program: Senior Projects (Public)
This thesis evaluates the effectiveness of virtual reality (VR) in healthcare education through multiple facets of evaluation: educational outcomes, accessibility considerations, and financial viability. Drawing from an extensive literature review on existing research and a case study of the University of Nebraska Medical Center (UNMC) College of Nursing's "Journey Through the Kidney" VR experience, this analysis examines how technology can transform modern medical education. While research shows mixed results regarding virtual reality’s impact on assessment outcomes, studies demonstrate increased student motivation and engagement, which can have lasting downstream effects on the quality of learning. Accessibility analysis reveals both opportunities and …
Nurse-Physicians: From Nursing School To Practicing Physician, Tobias Fraedrich
Nurse-Physicians: From Nursing School To Practicing Physician, Tobias Fraedrich
Honors Scholar Theses
Nurse-physicians are healthcare professionals who have obtained both a nursing degree and a medical degree, transitioning from Registered Nurse (RN) or Advanced Practice Registered Nurse (APRN) to a licensed physician, including Medical Doctor (MD), Doctor of Osteopathic Medicine (DO), or Naturopathic Doctor (ND). Research on this phenomenon conducted to date is limited to a single study. Some nonresearch sources indicate a small presence of this topic online. Yin’s (2018) descriptive, multiple-case study approach was employed to investigate the phenomenon using oral history interviews and a survey of the online platform YouTube as data sources. For the intention of pursuing this …
Implementing And Evaluating An Ai-Powered Visual Decision Support System To Improve Antibiotic Usage Among Physicians With A Built-In Early Warning System, Akua Sekyiwaa Osei-Nkwantabisa
Implementing And Evaluating An Ai-Powered Visual Decision Support System To Improve Antibiotic Usage Among Physicians With A Built-In Early Warning System, Akua Sekyiwaa Osei-Nkwantabisa
Theses and Dissertations
The widespread misuse and excessive prescription of antibiotics have played a pivotal role in the emergence and proliferation of antibiotic-resistant bacteria, posing a critical global public health crisis. Addressing this challenge necessitates innovative solutions that enhance antimicrobial stewardship. This study presents the development and implementation of a visual decision support system designed to monitor and optimize antibiotic usage among healthcare providers. The proposed system integrates advanced machine learning algorithms with real-time data analytics to provide a dynamic, evidence-based decision support tool. Specifically, a neural network model was developed after evaluating multiple machine learning approaches, including Random Forest, Logistic Regression and …