Quality Improvement Commons^™

Ed Procedural Supply And Operations, Alex Teshon, Konner Cue, Logan Prewitt, Anita Datta

Gulf Coast Division GME Research Symposium 2024

No abstract provided.

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 …

Patient Satisfaction Informs Improvement Strategies In Emergency Department, Esmat Swallmeh

Doctoral

Recently, patient satisfaction has become one of the key performance indicators used to measure the performance of healthcare institutions and has emerged as a primary strategic indicator of quality and efficacy within the healthcare system. Inadequate care of patient experience in acute hospitals may negatively impact patients’ adherence, readmission rates and mortality. This dissertation critically evaluates over 2,000 peer-reviewed papers relevant to patient satisfaction within the emergency department (ED) environment. It describes the theories, tools, determinants, and methods to increase patient satisfaction. Despite growing attention to patient satisfaction, the academic literature still lacks a comprehensive overview. In addition, the literature …

Improving Patient Safety And Continuity Of Care By Educating Nurses About Standardized Handoffs In The Post-Anesthesia Care Unit: A Quality Improvement Project, Remi Dos Santos

Master's Theses and Capstones

Background: Effective communication during patient handoffs is crucial for ensuring patient safety and continuity of care. The I-PASS handoff tool has been identified as an effective method to standardize communication and reduce errors during these critical transitions.

Local Problem: In the Post-Anesthesia Care Unit (PACU) of a hospital in New England, the lack of standardized procedures for nurse handoffs posed a risk to patient safety and care quality.

Methods: A quality improvement project was conducted using the Plan-Do-Study-Act (PDSA) cycle to implement and evaluate an educational intervention aimed at improving PACU nurses' proficiency with the I-PASS handoff tool. Pre- and …

Impact Of Repeated Reimbursement Penalties On Hospital Total Quality Scores, Alice Brewer, M. Courtney Hughes, Kunal N. Patel

Faculty Articles, Papers, and Other Scholarship

Objectives

The incidence of hospital-acquired conditions (HACs) is a serious public health issue with implications ranging from patient morbidity and mortality to negative financial impacts on patients and health care systems. Despite substantial efforts to address and reduce HACs, research into the effect of quality improvement programs is inconclusive. This study seeks to better understand the relationship between repeated reimbursement penalties and improvement in HAC quality scores.

Methods

A quantitative comparative analysis of U.S. health care data was conducted. Data on quality outcomes and hospital characteristics were sourced from the Hospital-Acquired Condition Reduction Program from fiscal years 2018 and 2019 …

Social Determinants Of Health: Evaluation Using Rates Of Vision Screening And Follow-Up Examinations, Madeline Dyer

Williams Honors College, Honors Research Projects

Vision care is essential to the quality of life of young children, impacting them over the course of their lives. Social Determinants of Health (SDOH) affect the likelihood of a child having access to appropriate care specified by the Bright Futures. The aim of this study was to assess the impact of SDOH on the completion of vision screening and the rate of follow-up with an eye care provider when applicable. In addition, rates of instrument-based vision screening and recommended ophthalmology follow-up were compared with COI, a metric assessing the quality of resources available and the conditions that matter for …

Implementation Of The Academic Autistic Spectrum Partnership In Research And Education (Aaspire)-Based Guidelines To Improve Perioperative Care Of Patients With Autism Spectrum Disorder, Kayleigh Brink

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Implementation of the Academic Autistic Spectrum Partnership in Research and Education (AASPIRE)-based Guidelines to Improve Perioperative Care of Patients with Autism Spectrum Disorder

Kayleigh Brink

Introduction: Autism Spectrum Disorder (ASD) is becoming more prevalent with an increasing need to identify and eliminate barriers to care. Healthcare Providers (HCP) have shown limited knowledge and confidence when managing patients with ASD. The inability to provide specialized care and recognize symptoms of pain or discomfort could result in behavioral difficulties.

Purpose: The purpose of this project was to improve confidence among HCPs to identify ASD characteristics and to improve the use of …

Implementation Of A Pilot Quality Improvement Project To Guide The Administration Of Intraoperative Dexamethasone For Postoperative Nausea And Vomiting Prophylaxis In Patients With Diabetes Undergoing Orthopedic Procedures, Brittany W. Hall

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: At a local tertiary care hospital, there was no recommendation to guide anesthesia providers in the administration of intraoperative dexamethasone to patients with diabetes. While dexamethasone is a highly effective antiemetic, it may promote hyperglycemia in patients with diabetes.

Purpose: The purpose of this project was to guide and educate about current recommendations for the administration of dexamethasone for PONV prophylaxis in patients with diabetes.

Intervention: 1) Examined pre-intervention practices of dexamethasone administration. 2) Educated about current and best practices to anesthesia staff. 3) Developed badge buddy cards outlining the guideline. 4) Examined post-intervention practices. 5) Evaluated the effect …

Power Safety Plan Checklist As An Intervention In The Operating Room, Scott John Fankhauser

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Power Safety Plan Checklist as an Intervention in the Operating Room

Scott J. Fankhauser

Background: Intraoperative power failures (IOPF) force anesthesia providers to quickly make decisions to prevent patient harm when equipment does not operate as designed. Familiarity with alternative methods is critical during this decision process to deliver high-quality care during IOPF events. Purpose: The purpose of this project was to assess the impact of a checklist on anesthesia providers’ perceptions regarding continuation of care during an IOPF. Interventions: Pre- and post-intervention surveys were conducted during a simulation and education setting for annual competencies. Methods: The study …

Implementation Of A Targeted “Micro-Learning” Inpatient Diabetes Education Program In A Rural Hospital Setting, Melissa Lynn Fannon-Wisner

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction/Background: Diabetes affects a large portion of Americans and West Virginians annually. Inpatient hospitalization provides an opportunity to provide evidence-based diabetes education to patients. A lack of access to diabetes education at rural hospitals across the United States exists, creating a need for patients who require education while hospitalized. An intervention needs to be explored to bridge the gap for patients that need education when the diabetes educator is not available.

Purpose: The purpose of this Doctor of Nursing Practice (DNP) project is to create and implement a video micro-learning diabetic education series that can be utilized for diabetes self-management …

Real-World Pharmacological Anticoagulation And Clinical Outcomes Of Venous Thromboembolism In Adults With Sickle Cell Disease, Ming Chen

Theses and Dissertations (ETD)

Sickle cell disease (SCD) is an inherited disease characterized by sickle-shaped red blood cells that can slow or block blood flow. It affects about 100,000 people in the United States, and occurs more commonly in people of African descent. SCD is considered as a hypercoagulable state and venous thromboembolism (VTE) is a serious disease-specific complication. However, there have been limited real-world studies on VTE in SCD patients. This work aims to provide a comprehensive assessment of the risk factors and treatment of VTE in adults with SCD by using longitudinal real-world data. First, a retrospective cohort study on 30-day readmission …

Improving Lesion Diameter Reporting On Skin Biopsy Requisition Forms: A Quality Improvement Project, Christopher Wong, Christian Scheufele, Marshall Hall, Henry Lim, Daniel A. Nguyen, Stephen Weis, Michael Carletti, Dustin Wilkes

North Texas GME Research Forum 2024

Background: Skin biopsy requisition forms (SBRFs) are the primary communication tool between dermatologists and dermatopathologists. Diameters of biopsied skin lesions are frequently omitted on SBRFs. This quality improvement project aimed to increase the rate of reporting diameters of neoplasms on SBRFs from an academic dermatology outpatient clinic to greater than 65% within three years. Methods: The Plan-Do-Study-Act model was utilized. An initial audit was performed for SBRFs of biopsies obtained between July 1, 2021, and February 4, 2022 (“Cycle 1”). On February 4, 2022, the authors discussed societal guidelines for lesion diameter reporting on SBRFs (“Intervention A”). Cycle 2 prospectively …

What Are The Key Factors Influencing The Successful Integration Of Ai In Healthcare?, Gabe Herman

Graduate Research Projects

No abstract provided.

Enhancing Chest Pain And Oxygen Supplementation Protocol Adherence Through Nurse Education In The Emergency Department For Patients With Acute Coronary Syndrome And Unspecified Chest Pain: A Quality Improvement Project, Leah Gamble

Master's Theses and Capstones

Abstract Background: Acute Coronary Syndrome (ACS) and unspecified chest pain are common presentations in the Emergency Department (ED). Proper management, including appropriate oxygen supplementation, is crucial for optimal patient outcomes. However, discrepancies between current practice and evidence-based guidelines have been identified, highlighting a need for targeted educational interventions.

Local Problem: In the ED, knowledge gaps among nurses regarding the correct administration of supplemental oxygen for patients with ACS and unspecified chest pain have been observed. This inconsistency with the American Heart Association (AHA) and American College of Cardiology (ACC) guidelines may lead to poor patient outcomes.

Methods: The Plan-Do-Study-Act (PDSA) …

Wellness In Motion: A Quality Improvement Initiative To Support Resident Mobility And Reduce Falls., San N. Pham

Master's Theses and Capstones

Background: Falls are a significant concern in community living centers for older adult veterans. Promoting physical activity and resident engagement is crucial for reducing fall risk among this population.

Local Problem: A specific microsystem within this setting has a fall rate of 3 falls per month. This discrepancy underscores the need for targeted interventions to effectively address this issue.

Methods: This study measured key metrics related to falls and resident engagement in mobility programs both before and after the implementation of an exercise program within the microsystem.

Intervention: The "GIMME 10" exercise program, grounded in evidence-based practices and emphasizing resident-centric …

Promoting Inpatient Mobility To Improve Patient Outcomes: A Quality Improvement Project In A Rural Critical Access Hospital, Chantal Laplante

Master's Theses and Capstones

Background: Although beneficial to patient outcomes, inpatient ambulation is not a prioritized care intervention, and a task often deferred to physical therapy. Patient immobility is a complex problem that requires a multifaceted approach.

Local Problem: In a rural, critical access hospital, on an 18-bed medical surgical unit, nursing staff lacked ownership of patient mobility. There was no standardized process to document ambulation and mobility tasks were not scheduled, falling to the end of the nursing work list. Many patients did not have activity orders upon admission and nurses lacked resources for ambulation assessment and daily goal setting. There was no …

Utilizing The Stop-Bang Questionnaire To Assess Risk Of Obstructive Sleep Apnea In Hospitalized Patients With Heart Failure To Facilitate Sleep Medicine Referrals Upon Discharge, Chelsea Mitchell

DNP Projects

Background: Obstructive sleep apnea (OSA) is the most common sleep-breathing disorder. Undiagnosed OSA is highly prevalent in the population, especially in those with heart failure. OSA and heart failure combined create a negative feedback loop that can lead to poor clinical outcomes. Unfortunately, many cardiac patients are never screened for OSA.

Purpose: The purpose of this project is to improve screening rates for OSA via the STOP-Bang questionnaire and establish an efficient and effective process for referrals to sleep medicine for heart failure patients screening high-risk.

Methods: The design was a quality improvement project with pre- and post-testing and a …

Improving Dental Students' Knowledge And Confidence In Treating Tobacco Use, Victoria Pierce

DNP Projects

Background: Tobacco use can lead to numerous chronic health conditions. Healthcare professionals in the dental field are in a unique position to broach this issue with patients. Research shows that dental students do not feel equipped to provide tobacco cessation care, citing lack of education on the subject among their top reasons for this.

Purpose: The purpose of this project was to evaluate changes in dental students’ knowledge and confidence related to treating tobacco use after participation in an educational intervention about the 5A’s, behavioral counseling, and first-line prescription medications.

Methods: This quality improvement initiative utilized a quasi-experimental survey design …

The Impact Of Lung Cancer Screening Education On Knowledge And Screening Rates In A Kentucky Cancer Survivorship Clinic, Alexandra Isler

DNP Projects

Background: Lung cancer is a significant problem in Kentucky, which ranks fourth in the nation in adults who currently smoke. Early detection, through lung cancer screening, can prevent untimely deaths. Several barriers to screening exist including lack of knowledge and awareness among patients regarding lung cancer screening. By increasing knowledge, at risk patients can take the necessary steps to decrease incidence of late stage diagnoses.

Purpose: The purpose of this project was to evaluate patients’ knowledge of lung cancer screening and referral and screening rates before and after one-on-one patient education.

Methods: This was a quality improvement project that used …

Utilizing Ai Integrated Neuroimaging Technology To Expand Upon Machine Learning In Positron Emission Tomography Technology With The Aim Of Detecting Amyloid Beta Biomarkers Early In The Onset Of Alzheimer's., Ethan S. Terman

UROP Posters

Early intervention in Alzheimer's is vital for treatment. The earlier a professional can detect symptoms and make a diagnosis the earlier a prognosis can be implemented. With the prevalence of data in our day-to-day world combined with Artificial intelligence (AI), utilizing both for machine learning can pave the way for more accurate and efficient detection of Alzheimer's and other neurodegenerative diseases. AI combined with Machine learning (ML) increases diagnostic efficiency and reduces human errors, making it a valuable resource for physicians and clinicians alike. With the increasing amount of data processing and image interpretation required, the ability to use AI …

The Validity And Reliability Of Ultrasound As A Tool For Assessing Skeletal Muscle Characteristics In The Pediatric Population, Elizabeth Seewer

Theses and Dissertations (ETD)

Annually, around 5 million people in the U.S. are admitted to Intensive Care Units (ICU) due to critical conditions, with pediatric patients comprising 21% of these admissions. Approximately 40% of pediatric ICU (PICU) patients require mechanical ventilation and extended stays, and about 6% result in death. Survivors often face long-term disabilities, including loss of skeletal muscle mass (SMM), a risk factor for morbidity and mortality. Abdominal computed tomography (CT) scans, often performed during PICU admissions, can assess muscle mass but pose risks of increased cost and radiation exposure. While CT and Magnetic Resonance Imaging (MRI) are gold standards for muscle …

Biomechanical Outcomes Of Distinct Tka Surgical Alignments And Implant Designs, Alexis Kathleen Nelson-Tranum

Theses and Dissertations (ETD)

Introduction. Total knee arthroplasty (TKA) has advanced over the past two decades from traditional post-operative neutral alignment methods with an overall goal of implant longevity to ones that are more personalized to better replicate individual native knee kinematics. Personalizing TKA knee kinematics to better replicate a patient’s native knee kinematics has evolved in response to a reported 20% dissatisfaction by patients with their TKA. These personalization advancements include innovations in surgical alignment techniques include the kinematic alignment (KA) and joint line obliquity (JLO) restoration, in contrast to the mechanical alignment (MA) technique that places everyone into the same mold. Additionally, …

Improving Health Outcomes In Children And Adolescents With Asthma, Elizabeth Kate Coffey Moore

Theses and Dissertations (ETD)

Asthma is among the most prevalent chronic illnesses found in the United States, affecting millions of people under the age of 18 each year. The disease burden for affected children, adolescents, their families, and the healthcare system is immense. Finding ways to mitigate its impact is critical to improving the lives of affected children, adolescents, and their families. The three chapters included in this dissertation aimed to document the asthma triggers that children and adolescents are exposed to and strategies for reducing them and to demonstrate using Imogene King’s conceptual framework to guide nursing practice to care for and nursing …

The Pacesetter Style Of Leadership, Michelle C. Dziurgot Dds

The Journal of the Michigan Dental Association

This editorial explores the pacesetter leadership style, likening it to a marathon "rabbit" setting a fast pace. Pacesetters, exemplified by figures like Jack Welch and James Cameron, set ambitious goals, driving themselves and their teams relentlessly. While effective in achieving short-term goals and maximizing team potential, drawbacks include employee stress, lack of feedback, and a "rat race" atmosphere. The author, a self-identified pacesetter with a compassionate approach, emphasizes the importance of balancing high standards with employee well-being for sustained success.

Creating The New Normal: A Historical Approach To Understanding Marketing Agility And Its Implications Across Business, Healthcare, And Social Welfare In A Post Pandemic World, Elan Burton, Delancy Bennett, Linda Burton

Atlantic Marketing Journal

The purpose of this article is to expand our understanding of how marketing agility shapes business, healthcare, and social welfare policy and societal responses to global pandemics. We set the stage for this discussion by presenting an historical exemplar case of marketing agility during the 1918 Influenza pandemic in the US. Next, we outline a necessary conceptual revision and update to previous treatments of marketing agility relative to historical pandemics considering the recent COVID-19 pandemic. Our novel conceptualization focuses on a firm’s (business, healthcare, social welfare) prompt response to dynamic and turbulent circumstances beyond the control of the firm (Araújo …

Victory Out Of Tragedy: Organ Donation, Ali Salim, Bryan A Cotton

Faculty, Staff and Student Publications

Major improvements in trauma care during the last decade have improved survival rates in the severely injured. The unintended consequence is the presentation of patients with non-survivable injuries in a time frame in which intervention is considered and often employed due to prognostic uncertainty. In light of this, discerning survivability in these patients remains increasingly problematic. Evidence-based cut-points of futility can guide early decisions for discontinuing aggressive treatment and use of precious resources in severely injured patients arriving in extremis.

Pdcds-Adult German, Marianne E. Weiss, Matthias Marsall

Quality of Discharge Teaching Scale

The Readiness for Hospital Discharge Scale, Quality of Discharge Teaching Scale, and Post-Discharge Coping Difficulty Scale were developed by Dr. Marianne Weiss to measure nurse-sensitive discharge care processes and patient outcomes. Three versions of the scales were developed concurrently for different patient populations – Adult medical-surgical patients, Parents of hospitalized children, and Postpartum Patient mothers (see Weiss & Piacentine, 2006, Weiss et al., 2007, and Bobay et al., 2018 for description of the development and initial testing). Additional scales and information about translation rights are located at Marquette Nursing.

PERMISSION TO USE

The Readiness for Discharge Scale, Quality of Discharge …

Pdcds-Adult Bahasa Indonesian, Marianne E. Weiss, Azizah Khoiriyati

Quality of Discharge Teaching Scale

The Readiness for Hospital Discharge Scale, Quality of Discharge Teaching Scale, and Post-Discharge Coping Difficulty Scale were developed by Dr. Marianne Weiss to measure nurse-sensitive discharge care processes and patient outcomes. Three versions of the scales were developed concurrently for different patient populations – Adult medical-surgical patients, Parents of hospitalized children, and Postpartum Patient mothers (see Weiss & Piacentine, 2006, Weiss et al., 2007, and Bobay et al., 2018 for description of the development and initial testing). Additional scales and information about translation rights are located at Marquette Nursing.

PERMISSION TO USE

The Readiness for Discharge Scale, Quality of Discharge …

Adult Qdts, Tagalog, Marianne E. Weiss, Angelica Rodriguez

Quality of Discharge Teaching Scale

The Readiness for Hospital Discharge Scale, Quality of Discharge Teaching Scale, and Post-Discharge Coping Difficulty Scale were developed by Dr. Marianne Weiss to measure nurse-sensitive discharge care processes and patient outcomes. Three versions of the scales were developed concurrently for different patient populations – Adult medical-surgical patients, Parents of hospitalized children, and Postpartum Patient mothers (see Weiss & Piacentine, 2006, Weiss et al., 2007, and Bobay et al., 2018 for description of the development and initial testing). Additional scales and information about translation rights are located at Marquette Nursing.

PERMISSION TO USE

The Readiness for Discharge Scale, Quality of Discharge …

Ob Qdts, English, Marianne E. Weiss

Quality of Discharge Teaching Scale

The Readiness for Hospital Discharge Scale, Quality of Discharge Teaching Scale, and Post-Discharge Coping Difficulty Scale were developed by Dr. Marianne Weiss to measure nurse-sensitive discharge care processes and patient outcomes. Three versions of the scales were developed concurrently for different patient populations – Adult medical-surgical patients, Parents of hospitalized children, and Postpartum Patient mothers (see Weiss & Piacentine, 2006, Weiss et al., 2007, and Bobay et al., 2018 for description of the development and initial testing). Additional scales and information about translation rights are located at Marquette Nursing.

PERMISSION TO USE

The Readiness for Discharge Scale, Quality of Discharge …