Applying Data Science And Machine Learning To Understand Health Care Transition For Adolescents And Emerging Adults With Special Health Care Needs, Lisamarie Turk

Nursing ETDs

A problem of classification places adolescents and emerging adults with special health care needs among the most at risk for poor or life-threatening health outcomes. This preliminary proof-of-concept study was conducted to determine if phenotypes of health care transition (HCT) for this vulnerable population could be established. Such phenotypes could support development of future studies that require data classifications as input. Mining of electronic health record data and cluster analysis were implemented to identify phenotypes. Subsequently, a machine learning concept model was developed for predicting acute care and medical condition severity. Three clusters were identified and described (Cluster 1, n …

Improving Handwashing Behavior Of School-Age Children Through A Game-Based Educational Program, Ikbal Fradianto, Arief Andriyanto, Nur Akbar, Nita Arisanti Yulanda, Bahtiar Bahtiar

ASEAN Journal of Community Engagement

Handwashing plays an essential role in overcoming health problems. Washing hands is a straightforward exercise but will not be done if not adequately informed and drilled on it. School-age children are a vulnerable group relative to health problems, but at the same time, is an excellent group to be given appropriate education. Educating school- age children on the importance of washing their hands is critical to improving health behavior. This community-based research aims to increase school-age children’s handwashing knowledge, attitudes, and practices using a game-based educational program. As a result, there are improvements in the handwashing behavior of around a …

Implementation Of A Community Health Worker (Chw) Training Program To Improve Birth Outcomes, Emiko Maruri, Trinette Radasa, Jo Loomis

DNP Qualifying Manuscripts

Background

Those who have ever been affected by an adverse childhood experience (ACE) have a greater likelihood of having poor birth outcomes. These include low infant birth weight, preterm delivery and can even lead to pregnancy loss.

Problem

Latina women have been identified by the Centers for Disease Control (CDC) as those most affected by ACEs. The direct relationship is that Latinas therefore have poor birth outcomes.

Context

For this project, The Save the Children organization in partnership with the University of San Francisco Doctorate of Nursing Practice students and Community Health Workers (CHWs) of the Central Valley of California …

Factors Influencing The Utilization Of Antenatal Care, Institutional Delivery, And Postnatal Care Services Among Women In Bangladesh, Akibul Islam Chowdhury, Mohammad Asadul Habib, Tanjina Rahman

Makara Journal of Health Research

Background: In Bangladesh, the utilization of maternal health services is low, which triggers pregnancy-related complications and maternal deaths. The current community-based cross-sectional study aims to evaluate the factors associated with antenatal care (ANC), institutional delivery, and postnatal care (PNC) service utilization among women in selected areas of Southwest Dhaka, Bangladesh.

Methods: The study was carried out among 391 mothers from rural and urban areas. Data were collected using a standard questionnaire. Univariate and multivariate analyses were performed to identify the significant determinants associated with maternity care service utilization.

Results: Result shows that approximately 65%, 71%, and 72% …

The Importance Of Pediatric Provider Awareness Of Social Determinants Of Health And The Impact On Health Outcomes: An Integrative Review, Whitney Lenelle Dowd

Doctoral Dissertations and Projects

Social determinants of health have become a global concern over the past several years. Efforts to reduce negative health outcomes related to social determinants of health are of high priority. Awareness of this issue by providers, especially pediatric providers, must be considered to help combat this major concern. A researcher seeks through an integrative review to determine provider perspective on social determinants of health, impact of social determinants of health on outcomes, and ways of integrating social determinants into prescriptive practice. The integrative review will inform stakeholders about the importance of pediatric provider assessment of social determinants of health and …

Association Of Chronic Kidney Disease With Prior Tinnitus: A Case-Control Study, Shih-Han Hung, Sudha Xirasagar Mbbs., Ph.D., Yen-Fu Cheng, Nai-Wen Kuo, Herng-Ching Lin

Publications

This population-based, case−control study aims to explore the relationship between prior tinnitus and the occurrence of chronic kidney disease (CKD) using a nationwide, population-based cohort study. We used data from the Taiwan National Health Insurance Research Database to explore the association of CKD with tinnitus. We identified 15,314 patients aged ≥40 years old with a first-time diagnosis of CKD as the cases. We used propensity-scored matching to select 45,942 controls (1:3 ratio). We performed multivariate logistic regression to estimate the odds ratio (OR) of a prior tinnitus diagnosis among the CKD group vs. the control group. Analysis showed that 770 …

Impacts Of Telemonitoring On Weight Obesity In African Americans, Miranda Bessem Mbutambe

Doctoral Dissertations and Projects

Obesity has become a complex public health issue among African Americans over the last few decades, due to the health risks it poses to this population. Obesity exposes African Americans to a variety of chronic diseases, including, but not limited to, diabetes and cardiovascular diseases. Owing to the complexity inherent in obesity, healthcare practitioners have developed various strategies and interventions to manage weight among vulnerable populations. In this regard, telemonitoring, a continuous or non-continuous process that allows medical practitioners to remotely monitor, collect, and interpret data necessary for medical follow-up and, if necessary, make medical decisions regarding the health state …

Why Skin-To-Skin Contact Is Not Made A Traditional Practice Right After Childbirth? Hindrances Behind Its Non-Implementation, Ateefa Al-Noor

Journal of Asian Midwives (JAM)

Skin-to-skin contact (SSC) is the practice in which a newborn is dried and placed immediately on mother’s chest. Both the mother and the baby gains benefits from this as it aids in breastfeeding and helps baby adjust to temperature outside the mother’s womb. However, not many midwives in hospitals carry out this crucial practice. Staff shortage, lack of awareness and time constraints were identified as the main determinants because SSC was not implemented. Realistic measures should be taken to enhance SSC as discussed in the paper. Thus, promotion of SSC soon after childbirth will be advantageous for neonatal quality of …

The Usability And Feasibility Of A Nursing Evidence-Based Comorbidity Educational Website For An Urban Mental Health Assertive Community Treatment (Act) Program, Andrea Brudigan, Laurie Sewell-Muller, Kokuvi Sena Tsogbevi

Doctor of Nursing Practice Projects: College of Nursing

Objective: Serious mental illness (SMI) causes an increased risk for comorbidities like heart disease, obesity, metabolic syndrome, and diabetes. Many times, these comorbidities are due to side effects of antipsychotics and poor self-management from low insight and other symptoms of mental illness. This project aims to enhance client care enrolled in an Assertive Community Treatment (ACT) program by providing evidence-based resources tailored to clients with SMI, providing ACT team members with support to promote healthy behaviors in clients.

Methods: A website was developed that provides printable, easy-to-read, evidence-based resources that address physical comorbidities. The ACT team integrated these resources into …

Diabetes Prevention And Management Education For Punjabi-Sikh Older Adults, Mandeep K. Gill

Doctor of Nursing Practice (DNP) Projects

Abstract

Background: South Asians from Bangladesh, Pakistan, and India have a higher prevalence of diabetes than the general global population and are also more susceptible to developing diabetes due to biological and lifestyle factors. The South Asian diet is high in refined grains and monounsaturated fatty acids, increasing the risk of diabetes.

Local Problem: Congregants of a Sikh gurdwara (place of worship) lacked knowledge of diet and lifestyle in relation to preventing and managing diabetes. Many senior congregants have been diagnosed with diabetes or are at high risk of developing the disease.

Methods: Knowledge of diabetes prevention and management were …

Decreasing Intent To Leave In Nurse Residents (Nr) With The Addition Of Wellness Interventions: A Quality Improvement Project, Susan Eckman

Doctor of Nursing Practice (DNP) Manuscripts

The US nursing workforce decreased 1.8 percent between 2019 and 2021, marking the largest drop seen in four decades. New nurses or nurse residents NRs) are included in this loss. Many nurses, but particularly new nurses, experience burnout. If workplace stress is not managed, it can become chronic. The first year of employment as a nurse has been shown to be a very vulnerable time. Within the first 2 years of nurses’ employment, there is a reduction in commitment along with increased stress. New graduate nurses’ lack of life experiences, along with the recent pandemic have contributed to more than …

A Process Evaluation On The Health Care Transition Process For Youth With Osteogenesis Imperfecta With Special Health Care Needs, Janet Amirkhanian

Doctor of Nursing Practice (DNP) Manuscripts

With medical, surgical, and technological advances, children with childhood diseases with special health care needs (SHCNs) are surviving and living into adulthood (Cohen et al., 2014). Health care transition (HCT) should be a process through which youth are expected to achieve the skills necessary to manage their health as adults (Sawicki et al., 2017). HCT should be a purposeful, organized, and coordinated process involving the youth, family, and health care team (Stringer et al., 2015; Gabriel et al., 2017; White et al., 2018). Evidence supports that adolescents and young adults with SHCNs are often unprepared for transition (Jensen et al., …

Reducing Risk Factors Of Diabetes Mellitus Type Ii Development In Veterans Post Military Discharge Through The Patient Aligned Care Team Model And The Utilization Of Preventive Programs Involving Lifestyle Changes., Jeni Grundy

Doctor of Nursing Practice (DNP) Manuscripts

Diabetes Type II (T2DM) prevalence is rising in America, becoming a focus for disease prevention. The American Diabetes Association (ADA) has highlighted the need to tackle the increased T2DM precursor, prediabetes, which ultimately leads to T2DM if risk factors remain unaddressed. One group of the American population with a high rate of prediabetes is the 9/11 Veteran cohort. The Veterans Affairs (VA) system has numerous health promotion missions. This system has highlighted its initiatives to address the development of T2DM. Specific to the 9/11 group, their primary T2DM contributory risk factor is obesity paired with the low utilization of already …

Improving Home Health Nurses' Knowledge Of Heart Failure Self-Care Management, Nenette Hoffman

Doctor of Nursing Practice (DNP) Projects

Abstract

Background: Heart failure results in life-altering and devastating illnesses, predominantly among older adults. Heart failure management is complex, and requires patients and their caregivers to actively monitor symptoms and sufficiently understand care management to maintain health-promoting behaviors. While home health nurses have the primary role as patient educators of their patients with heart failure, evidence from the literature indicates that nurses lack sufficient knowledge to fulfill this role.

Local Problem: Nurses’ inadequate knowledge of heart failure self-care management has been associated with insufficient patient education, the inability of patients to perform heart failure self-care management, worse clinical outcomes, and …

The Relationship Between Urban Green Space Perception And Use Within The Adolescent Population: A Focused Ethnography, Rachel Lyons

Electronic Theses and Dissertations

Introduction: Greenspace is beneficial for improving adolescent mental health, yet we still do not understand the connection between the built environment and subjective mental wellbeing. We also lack understanding of how this population uses greenspace and how they feel when in it. Purpose: The purpose of this qualitative study was threefold: to understand why adolescents use greenspace, to identify how they use greenspace, and to explore how they feel when they are in greenspace. Methods: participated in a focused ethnography that utilized auto photography for photo elicitation. Braun and Clark's (2006), six phases of thematic analysis were used to guide …

Frailty Determination And Responsiveness In Left Ventricular Assist Devices, Sarah Schroeder

Theses & Dissertations

Frailty, the state of being vulnerable with susceptibility to decreased age-related physical reserve, is found in 56-79% of adults with end-stage HF receiving durable left ventricular assist device (dLVAD) therapy. Frailty increases risk of adverse events, including increased mortality in the dLVAD population, but less is known about depression, quality of life (QOL), cognition and frailty responsiveness. Therefore, we aimed to describe and compare frailty (5-Meter Walk Test, 5MWT), depression (Patient Health Questionnaire-9, PHQ-9), quality of life (EQ5D Visual Analog Scale, EQ-5D VAS) and cognition (Trailmaking B) from pre- to 12-months post-dLVAD We also compared demographics, clinical characteristics, and post-dLVAD …

Assessment Of Caregiver Burden In A Memory Loss Clinic, Andrea Perkins

Doctor of Nursing Practice Projects

Background: Over 131,000 people in Illinois identify themselves as caregivers of someone with memory loss. The family caregiver may provide care including, but not limited to, assistance with activities of daily living, financial responsibilities, behavior management, and scheduling, and transportation to medical appointments. The care provided by the caregivers may lead to caregiver burden symptoms of depression, anxiety, and perceived stress. Purpose: Health care providers at a central Illinois memory clinic are not currently completing formal assessments of caregiver burden. This quality improvement project was done to determine if the current memory loss program services provide enough support …

Decreasing Hospital Acquired Pneumonia In Adult Patients By Patient Care Technicians: Education With A Focus On Oral Care And Tooth Brushing, Amanda Nicole Lee

Master's Projects and Capstones

Hospital acquired pneumonia’s (HAPs) are unfortunate and preventable events quality improvement efforts should focus on. At a Northern California Hospital, there was an unmet HAP rate goal of 2.3 (20 out of 8795 patients) against a target goal of 2. This increase in HAP rates, both non-ventilated and ventilated was a call to action to reduce HAP to the target goal. The quality improvement project specifically aimed to reduce HAP rates on medical-surgical units through an ultra-brief refresher on the hospital validated and endorsed ROUTE bundle. The education focused on oral care completed by the patient care technicians (PCT’s). The …

Reducing Hospital-Acquired Pneumonia By Educating Patient Care Technicians On Route Bundle Care Measures, Munroop K. Thiara

Master's Projects and Capstones

Hospital-acquired pneumonia (HAP) is an infection of the lungs that can lead to severe and sometimes fatal outcomes. HAP can be prevented by oral care interventions, but without proper patient care, treatment can be very expensive. Evidence-proven HAP preventative measures such as the ROUTE bundle and increased patient mobility can significantly lower the risk of pneumonia as well as prevent additional hospital costs. Hospital X is a private nonprofit health care organization in the urban suburbs of a large Northern California city with a current HAP rate of 2.3 and with targeted goals of 2.0. By creating a project that …

Decreasing Hospital Acquired Pneumonia In Adult Patients, Samantha M. Flaherty

Master's Projects and Capstones

This Northern California Hospital holds to high-performance standards. It exists to provide high-quality care, aspiring to improve its members' health and lives while continually advancing its practice—pioneering preventive medicine, conducting comprehensive research, and driving innovative care (“Northern California Hospital,” 2022). By gathering and measuring data and analyzing adverse and advantageous patient outcomes, this Northern California Hospital's Quality Outcomes Department is able to identify gaps between the present and the intended goals. The quality department implements changes by working with care teams and providers to minimize the void between goals, making future patient care optimal.

The indicted Northern California Hospital focuses …

Advance Care Planning In Faith Communities: A Quality Improvement Project, Lorie Hacker, Jan Gaddis, Jessica Grimm, Catherine Chung

International Journal of Faith Community Nursing

This quality improvement project examined the impact of providing an advance care planning training tool to faith community nurses in the community setting on advance care planning knowledge, self-efficacy, and implementation of advance care planning outreach and advance directive completion. The pre- and post-intervention frequencies measure and paired-t test survey design resulted in clinically significant improvements in knowledge, and self-efficacy of advance care planning among faith community nurses. A fifty-fold increase was seen in advance care planning outreach activities among the group from pre- to post-intervention. The limitations of the project included small sample size and short implementation timing. However, …

Interprofessional Education Lab Manual And Workbook, Geraldine Terry

Open Textbooks

This laboratory manual was designed to educate and develop integrated healthcare practices essential in delivering person-centered care. Participants will develop their ability to distinguish the role of their own profession and other healthcare professionals collaborating in the care coordination and case management of patients. The content and team-oriented activities in this manual provide guidance on advancing leadership and communication principles necessary for effective interprofessional communication and team collaboration. The well-researched material is tailored to build on the strengths of participants, while also identifying and encouraging areas for improvement.

Ways To Decrease Risk Of Postpartum Hemorrhage, Madison Holcomb

Honors Theses

Postpartum hemorrhage (PPH) is the leading preventable cause of maternal mortality (Jena et al., 2022). In fact, it accounts for 25% of maternal deaths globally (Cooper et al., 2022). There is a tremendous need for education to the pregnant population There are methods to decrease the risk that needs to be taught to patients. The education on risk factors should be provided in the in the preconception period and throughout pregnancy. There are several components of educational practice that may improve the knowledge of pregnant individuals. The educational components can be divided into implementations during the antenatal period and the …

Occupational Therapy Program Research Seminar, Kelly L. Taylor Otd, Ms, Otr/L, Cbis

Student Scholarship & Creative Works

Occupational Therapy Program Research Seminar

December 7, 2022 │ 8:30AM – 12:30PM

Murray State University, Paducah Regional Campus

Unmasking The Leading Injuries In Hospitals And A Promising Change, Taylor Karisny

Symposium of Student Scholars

Abstract

The problem that will be studied is the increased development of pressure ulcers among hospitalized intensive care unit patients. The incidence of pressure ulcers is increasing due to our aging population and the increase in the elderly living with disability. Learning how to manage pressure ulcers appropriately and effectively is increasingly important for all professionals in wound care. The review of the literature shows, hospital-acquired pressure ulcers are expensive to treat with the U.S. median cost at $39,000 per patient stay and costing U.S. health care system $3.6 billion per year. Several interventions and preventive measures are current used …

For Bedside Nurses In Acute Care, Can Additional Education Contribute To Adequate Performance Of Prevention And Treatment For Hospital-Acquired Pressure Injuries?, Hannah Ly

Symposium of Student Scholars

Background: Hospital-acquired pressure injuries (HAPIs) are common preventable medical issues among patients receiving acute or critical care, such as cancer, spinal cord injuries, or heart disease. Despite the rapid development of healthcare, HAPIs remains one of the biggest challenges that affect patient outcomes, breach patient safety, and become an economic burden for many healthcare facilities worldwide. The healthcare members, especially nurses, often underestimate the harms because the issues are not a life-threaten concern in the inpatient setting. However, HAPIs can lead to emergency conditions such as sepsis. This study aims to access and provide additional education that acknowledges and improves …

Project Proposal Abstract For Bedside Nurses In Acute Care, Can Additional Education Contribute To Adequate Performance Of Prevention And Treatment For Hospital-Acquired Pressure Injuries?, Hannah Ly

Symposium of Student Scholars

Background: Hospital-acquired pressure injuries (HAPIs) are common preventable medical issues among patients receiving acute or critical care, such as cancer, spinal cord injuries, or heart disease. Despite the rapid development of healthcare, HAPIs remains one of the biggest challenges that affect patient outcomes, breach patient safety, and become an economic burden for many healthcare facilities worldwide. The healthcare members, especially nurses, often underestimate the harms because the issues are not a life-threaten concern in the inpatient setting. However, HAPIs can lead to emergency conditions such as sepsis. This study aims to access and provide additional education that acknowledges and improves …

Best Practice For Confirmation Of Nasogastric Tube Placement In Pediatric Patients, Joey Gondhalekar, Hannah Baines, Jacob Barcenas, Kaci Giles, Katie Crocker

Symposium of Student Scholars

Abstract

Background: Nasogastric (NG) tubes are used to provide nutrition or charcoal to patients who cannot swallow or are intubated. For pediatric patients, auscultation confirmation is often used to confirm placement despite the evidence that x-ray confirmation is a more accurate way to confirm placement. Incorrect placement leads to incidents of higher rates of healthcare acquired infections, financial strain on the hospital, and longer lengths of stay for patients.

Objectives: The objective of this evidence-based review is to review relevant published studies in determining the best practice for confirmation of NG tubes in pediatric patients.

Methods: A database search was …

An Integrative Review: The Experiences Of Stress, Burnout, And Compassion Fatigue By Ambulatory Care Nurses, Rajean Adams

Master of Science in Nursing Final Projects

Abstract

Aim: One aim of this integrative review is to highlight workplace issues outpatient (ambulatory care) nurses experience, related to stress, burnout, and compassion fatigue. Another aim is to bring awareness to and discuss recently implemented tools and strategies to help alleviate these manifestations.

Background: Stressors in the outpatient setting date back to the 1970s when psychologist Herbert Freudenberger mentioned the burnout he experienced while in a Free Clinic. In modern-day, half of nurses experiencing workplace burnout, confess to feeling emotional exhaustion. Various studies discuss the challenges nurses endure in the inpatient setting, but only a few focus on ambulatory …

Nursing Considerations For Post-Traumatic Amnesia After A Traumatic Brain Injury, Hannah Grant

Senior Honors Theses

A period known as post-traumatic amnesia (PTA) often follows a traumatic brain injury (TBI). PTA is characterized by anterograde and retrograde amnesia, confusion, disorientation, and agitation. The duration and severity of PTA is a key indicator of the long-term prognosis after a TBI, so proper assessment and nursing care of a PTA patient is crucial. TBIs range from mild to severe, but primarily affect the fronto-temporal lobes. In PTA, both neural lesions and white matter damage within the parahippocampal region can cause PTA. A nurse must perform a thorough assessment of a TBI patient, but, since PTA is a key …