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Developing Artificial Intelligence And Machine Learning To Support Primary Care Research And Practice, Jacqueline K. Kueper 2022 The University of Western Ontario

Developing Artificial Intelligence And Machine Learning To Support Primary Care Research And Practice, Jacqueline K. Kueper

Electronic Thesis and Dissertation Repository

This thesis was motivated by the potential to use "everyday data", especially that collected in electronic health records (EHRs) as part of healthcare delivery, to improve primary care for clients facing complex clinical and/or social situations. Artificial intelligence (AI) techniques can identify patterns or make predictions with these data, producing information to learn about and inform care delivery. Our first objective was to understand and critique the body of literature on AI and primary care. This was achieved through a scoping review wherein we found the field was at an early stage of maturity, primarily focused on clinical decision support …


Is Home Blood Pressure Monitoring Effective At Controlling Hypertension In African American Patients? A Clin-Iq, Rebecca Nye, Wilhelm Lehmann, Deborah Simpson 2022 TRIUMPH Program, University of Wisconsin School of Medicine and Public Health

Is Home Blood Pressure Monitoring Effective At Controlling Hypertension In African American Patients? A Clin-Iq, Rebecca Nye, Wilhelm Lehmann, Deborah Simpson

Journal of Patient-Centered Research and Reviews

African Americans are disproportionately affected by hypertension, a modifiable contributor to multiple chronic diseases and premature death. Primary care physicians play an important role in hypertension control. Home blood pressure monitoring (HBPM) is an evidence-based method for confirming diagnosis and monitoring hypertension over time. Some studies have found that HBPM may lead to clinically relevant reductions in blood pressure when combined with additional interventions, but few studies have focused specifically on African American populations. Evidence of effectiveness could increase clinical recommendation of HBPM. This clinical inquiry examined whether HBPM improves blood pressure control in African Americans with uncontrolled hypertension. Reviewed …


Can Variables From The Electronic Health Record Identify Delirium At Bedside?, Ariba Khan, Kayla Heslin, Michelle Simpson, Michael L. Malone 2022 Advocate Aurora Health; University of Wisconsin School of Medicine and Public Health

Can Variables From The Electronic Health Record Identify Delirium At Bedside?, Ariba Khan, Kayla Heslin, Michelle Simpson, Michael L. Malone

Journal of Patient-Centered Research and Reviews

Delirium, a common and serious disorder in older hospitalized patients, remains underrecognized. While several delirium predictive models have been developed, only a handful have focused on electronic health record (EHR) data. This prospective cohort study of older inpatients (≥ 65 years old) aimed to determine if variables within our health system’s EHR could be used to identify delirium among hospitalized patients at the bedside. Trained researchers screened daily for delirium using the 3-minute diagnostic Confusion Assessment Method (3D-CAM). Patient demographic and clinical variables were extracted from the EHR. Among 408 participants, mean age was 75 years, 60.8% were female, and …


Association Between Primary Care Provider Status And Preventive Health Care Among People Who Inject Drugs, E Katherine Nenninger, Katherine Sharp, Bianca Bustamente, Kim Murray, Kinna Thakarar 2022 Maine Medical Center Department of Preventive Medicine

Association Between Primary Care Provider Status And Preventive Health Care Among People Who Inject Drugs, E Katherine Nenninger, Katherine Sharp, Bianca Bustamente, Kim Murray, Kinna Thakarar

Journal of Maine Medical Center

Introduction: People who inject drugs (PWID) are at increased risk for preventable, communicable infections, such as hepatitis B. Preventive care, such as hepatitis B vaccination, is often delivered through primary care providers (PCPs). However, PWID may not have access to PCPs and, therefore, may receive preventive care through other sites. We aimed to characterize PCP and preventive care use among PWID in Maine.

Methods: This is a cross-sectional study of PWID hospitalized with infections associated with injection drug use in Maine from January 2019 to May 2020. Descriptive analyses were used to identify characteristics of participants, rates of screening, and …


Life Matters, Marina Fischer 2022 University of Missouri-St. Louis

Life Matters, Marina Fischer

Dissertations

Problem: One of the challenges facing many primary care providers is managing hypertension. Hypertension contributes to cardiovascular disease events. Consequently, the high occurrence of hypertension related visits signifies a clinical practice gap in hypertension management resulting in substandard blood pressure outcomes. The purpose of this clinical scholarship project was to assess the difference of pre and post Quality of Life Scale (QOLS) scores in a hypertensive population.

Methods: This quality improvement project used a longitudinal, observational design with prospective data collection. The sample included newly diagnosed hypertensive adults ages 21 to 64 years old. The sample was administered the World …


From Caregiver To Care Partner: A View From The Other Side, Centre for Elder Research, Tyze Networks 2022 Sheridan College

From Caregiver To Care Partner: A View From The Other Side, Centre For Elder Research, Tyze Networks

From Caregiver to Care Partner: A view from the other side

Background As the trend towards aging in place continues to grow, unpaid caregivers are facing challenges that include access to relevant and meaningful resources, systemic barriers to efficient two-way communication with healthcare and service organizations, navigating the healthcare system, time management, financial strain, and difficult family dynamics.

Objective This project was designed to help Tyze Networks broaden their understanding of how unpaid caregivers, and supportive healthcare and service organizations, perceive the value of formal managed care coordination.

Methods This project began with a comprehensive environmental scan of existing research, policies, pathways, and best practices. This was followed by an online …


Doctors And Disability: Improving Inclusion In Medical Education, Mary Alice Keller 2022 HCA Healthcare Graduate Medical Education

Doctors And Disability: Improving Inclusion In Medical Education, Mary Alice Keller

HCA Healthcare Journal of Medicine

Disability is extremely common in the United States with 26% of adults identifying as having some type of disability. Oftentimes, people with disabilities need to access health care services frequently in order to receive adequate care and support. However, despite this need, medical students receive limited, if any, education about people with disabilities and how to appropriately provide medical care and interact with them. This lack of education exacerbates health care disparities experienced by people with disabilities. This article highlights these disparities as well as the history of disability and health care. Current advancements in medical education regarding people with …


Presentations Of Cutaneous Disease In Various Skin Pigmentations: Cutaneous Abscesses, Christopher M. Wong, Christian J. Scheufele, Sandhya Bodapati, Daniel A. Nguyen, Ashleigh E. Hermann, Jean Elizze M. Charles, Michael Carletti, Stephen E. Weis 2022 Medical City Fort Worth

Presentations Of Cutaneous Disease In Various Skin Pigmentations: Cutaneous Abscesses, Christopher M. Wong, Christian J. Scheufele, Sandhya Bodapati, Daniel A. Nguyen, Ashleigh E. Hermann, Jean Elizze M. Charles, Michael Carletti, Stephen E. Weis

HCA Healthcare Journal of Medicine

Cutaneous abscesses are collections of pus resulting from skin and soft tissue bacterial infections. They clinically exhibit the four cardinal inflammatory signs of pain, warmth, swelling, and erythema. In patients with darkly pigmented skin, classically-associated erythema may be challenging to appreciate and can lead to missed or delayed diagnosis. We compare abscess presentations in different skin types. Recognition of varying presentations of cutaneous abscesses in diverse skin colors will help clinicians utilize additional clues to identify and diagnose this entity correctly.


High Dose Opioid Administration For Adults Hospitalized With Acute Pancreatitis, Sharaya Hundeby, Brenda Senger, Teresa Bigand 2022 Providence Sacred Heart

High Dose Opioid Administration For Adults Hospitalized With Acute Pancreatitis, Sharaya Hundeby, Brenda Senger, Teresa Bigand

2022 Providence Nurse Research Conference

No abstract provided.


Rowan Community Health Center’S Ask First Model: Building Authentic & Impactful Community Relationships By Asking A Simple Question, Patrick J. Tempera, Christian DiLiberto, Ruchi Shah, Daniel Hurst 2022 Rowan University School of Osteopathic Medicine

Rowan Community Health Center’S Ask First Model: Building Authentic & Impactful Community Relationships By Asking A Simple Question, Patrick J. Tempera, Christian Diliberto, Ruchi Shah, Daniel Hurst

Cooper Rowan Medical Journal

Spring of 2017, Rowan University School of Osteopathic Medicine’s student-run free clinic, the Rowan Community Health Center, launched an outreach initiative named the Unity Project. This is an ongoing initiative aimed at fostering relationships with Camden, New Jersey organizations to both educate community members about our clinic services and collaborate on improving Camden’s health. The objective of the Unity Project is to work towards affecting long-term change by forming authentic and impactful relationships with organizations that are already participating in meaningful community work. In order to achieve such a goal, we needed to overcome the traditional model of medical school …


Impact Of Delayed Dermatology Consultation On Inpatient Care, Andrew S. Kao, Andrew D. King, Redina Bardhi, Meghan Mansour, Steven Daveluy 2022 Wayne State University School of Medicine

Impact Of Delayed Dermatology Consultation On Inpatient Care, Andrew S. Kao, Andrew D. King, Redina Bardhi, Meghan Mansour, Steven Daveluy

Medical Student Research Symposium

Introduction: Dermatology consultation for inpatient skin disorders enhances care by changing diagnoses, management plans, and reducing length of stay. Our goal is to quantify the time delay from primary team to dermatology consult, and its impact on hospital course as well as overall patient care.

Methods: Retrospective chart review of all inpatient dermatology consults from October 1, 2013 to December 31, 2016 at five hospitals within the Detroit Medical Center. Data included demographics, diagnosis, management plans from primary and consulting teams, and timing of initial recognition of skin problem to dermatology and other specialties consultations.

Results: 873 consultations met criteria …


Potential Impact Of 2017 American College Of Cardiology/American Heart Association Hypertension Guideline On Contemporary Practice: A Cross-Sectional Analysis From Ncdr Pinnacle Registry, Aliza Hussain, Salim S. Virani, Luke Zheng, Ty J. Gluckman, William B. Borden, Frederick A. Masoudi, Thomas M. Maddox 2022 Baylor College of Medicine, United States

Potential Impact Of 2017 American College Of Cardiology/American Heart Association Hypertension Guideline On Contemporary Practice: A Cross-Sectional Analysis From Ncdr Pinnacle Registry, Aliza Hussain, Salim S. Virani, Luke Zheng, Ty J. Gluckman, William B. Borden, Frederick A. Masoudi, Thomas M. Maddox

Office of the Provost

Background Clinical implications of change in the 2017 American College of Cardiology (ACC)/American Heart Association (AHA) guideline on the diagnosis and management of hypertension, compared with recommendations by 2014 expert panel and Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure (JNC7), are not known. Methods and Results Using data from the NCDR (National Cardiovascular Data Registry) PINNACLE (Practice Innovation and Clinical Excellence) Registry (January 2013-Decemver 2016), we compared the proportion and clinical characteristics of patients seen in cardiology practices diagnosed with hypertension, recommended antihypertensive treatment, and achieving blood pressure (BP) goals …


Clinical Skills Of General Practitioners In Nairobi, Kenya: A Cross-Sectional Study, Gulnaz Mohamoud, Robert Mash 2022 Aga Khan University

Clinical Skills Of General Practitioners In Nairobi, Kenya: A Cross-Sectional Study, Gulnaz Mohamoud, Robert Mash

Family Medicine, East Africa

Background: Quality service delivery in primary care requires motivated and competent health professionals. In the Kenyan private sector, GPs with no postgraduate training in family medicine offer primary care. There is a paucity of evidence on the ability of primary care providers to deliver comprehensive care and no such evidence is available for GPs practising in the private sector in Kenya.

Aim: To evaluate GPs’ training and experience in the skills required for comprehensive primary care.

Design and setting: A cross-sectional descriptive survey in 13 primary care clinics in the private sector of Nairobi, Kenya.

Method: A questionnaire, …


Treatment Evaluation Of Iron Deficiency Anemia In Women Of An Underserved Community, Bukola Olusanya 2022 University of San Diego

Treatment Evaluation Of Iron Deficiency Anemia In Women Of An Underserved Community, Bukola Olusanya

Doctor of Nursing Practice Final Manuscripts

Background/Purpose: Iron deficiency anemia (IDA) is the most common micronutrient deficiency globally. More than 20% of women experience IDA during the reproductive year. As the first-line treatment in IDA, oral iron supplement (IOS) is associated with gastrointestinal side (GI) effects, and it is often a barrier to achieving normal hemoglobin (Hb) and serum ferritin (SF) levels. Ineffective treatment fueled by a lack of guidelines increases the dilemma of dosing frequency in primary care, leads to poor quality of life, and increases the burden of anemia.

Intervention: Evidence showed that intermittent OIS is as effective as daily dosing. It is associated …


The Outcome Of A Multidimensional Intervention Strategy For The Management Of Generalized Anxiety Disorder In An Internal Medicine Setting, Nicholas Davidson 2022 Valparaiso University

The Outcome Of A Multidimensional Intervention Strategy For The Management Of Generalized Anxiety Disorder In An Internal Medicine Setting, Nicholas Davidson

Evidence-Based Practice Project Reports

Anxiety disorders are very prevalent in the United States. The most common type, Generalized Anxiety Disorder (GAD), affects 6.8 million adults every year. GAD can cause significant deficits in a person’s ability to function, decrease their quality of life and increases a person’s risk of attempting suicide. The purpose of this evidence-based practice (EBP) project was to improve the outcomes of adults diagnosed with GAD in an internal medicine setting by implementing a protocol composed of a combination of interventions. A thorough literature search was conducted to find the best available evidence to support the project. A total of 11 …


Diet, Exercise, Self-Monitoring, Technology, And Motivational Interviewing For Weight Loss In Adults, Ashleigh D. Warburton 2022 Valparaiso University

Diet, Exercise, Self-Monitoring, Technology, And Motivational Interviewing For Weight Loss In Adults, Ashleigh D. Warburton

Evidence-Based Practice Project Reports

Obesity, an epidemic in the United States (US), affected 42.4% of adults as of 2017-2018 (Hales, 2020). Comorbidities associated with obesity, such as cardiovascular disease, cancer, and diabetes (Orringer et al., 2020), are some of the leading causes of death in the US (Kochanek et al., 2020). The purpose of this evidence-based practice (EBP) project was to answer the following PICOT question: In adult patients aged 19 years or older who are considered overweight or obese as measured by body mass index (BMI) of ≥ 25 kg/m2 (P), how effective is diet and exercise combined with self-monitoring, a phone application, …


A Multimodal Approach To Decreasing Hesitancy And Increasing Uptake Of The Covid-19 Vaccine In The Family Care Setting, Meghan Zwierzynski 2022 Valparaiso University

A Multimodal Approach To Decreasing Hesitancy And Increasing Uptake Of The Covid-19 Vaccine In The Family Care Setting, Meghan Zwierzynski

Evidence-Based Practice Project Reports

Since December 2019, the coronavirus disease 2019 (COVID-19) has swept across the world, infecting and killing millions of people, making it one of the worst pandemics in history (WHO, 2021). However, the rates of confirmed cases and deaths have slowed since the discovery of the COVID-19 vaccine. The purpose of this evidence-based practice (EBP) project was to decrease vaccine hesitancy and increase uptake of the COVID-19 vaccine in the family care setting. The Iowa Model-Revised (Iowa Model Collaborative, 2017) is a practical, effective multi-step change process that acted as a guide for the EBP project. A review of literature showed …


The Efficacy Of Tailored Text Messages To Improve Medication Adherence And Lifestyle Changes For Patients With Type 2 Diabetes Mellitus, Vanessa B. Silverio 2022 Valparaiso University

The Efficacy Of Tailored Text Messages To Improve Medication Adherence And Lifestyle Changes For Patients With Type 2 Diabetes Mellitus, Vanessa B. Silverio

Evidence-Based Practice Project Reports

Type 2 diabetes mellitus (T2DM) is a chronic disease characterized by increased amounts of glucose in the blood, and is the seventh leading cause of death in the United States (United Health Foundation [UHF]), 2021). T2DM can be effectively treated with medication and behavioral lifestyle modifications. Even small improvements in glycemic control can reduce the risk for debilitating complications such as heart disease, stroke, kidney disease, sepsis, and retinopathy (Wang et al., 2021, Haider et al., 2019). The purpose of this evidence-based practice (EBP) project was to identify the most effective intervention for improving medication adherence, lifestyle changes, and hemoglobin …


Evaluation Of The University Of Nebraska Medical Center’S 4ms Geriatric Training Program At Nebraska Medicine Midtown, Holly M. Sesker 2022 University of Nebraska Medical Center

Evaluation Of The University Of Nebraska Medical Center’S 4ms Geriatric Training Program At Nebraska Medicine Midtown, Holly M. Sesker

Capstone

In 2015, the Health Resources and Services Administration (HRSA) created the Geriatrics Workforce Enhancement Program (GWEP) to address geriatric workforce challenges and improve the health outcomes of older adults. The GWEP redefines care delivery through a movement for age-friendly healthcare guided by evidence-based practices that align with the 4Ms: What Matters, Medication, Mentation, and Mobility. The 4Ms identify the key issues that should drive the decision-making and care for every older adult. 4Ms training sessions were conducted at the Nebraska Medicine Midtown Clinic and evaluated through a cross-sectional survey administered to both residents (trainees) and attendings (trainers). Data was collected …


Integrating Mental Health Into Primary Care, Lori Hopwood, April Schmidt 2022 Southern Illinois University Edwardsville

Integrating Mental Health Into Primary Care, Lori Hopwood, April Schmidt

Doctor of Nursing Practice Projects

BACKGROUND: The purpose of this project was to examine the effects of a newly integrated collaborative mental health care model. The primary goal of the integrated behavioral health program was designed to increase the ability of primary care providers to provide mental health services with the support and expertise of a consulting psychiatrist and behavioral health specialist. Additional goals were to improve access to care and improve mental health outcomes.

AIMS: The aim of this project was to evaluate a new way of integrating mental health services in a rural health, primary care practice in central Illinois.

METHODS: Measures …


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