Health and Medical Administration Commons^™

Observational Analysis For Predicting Initial Spikes In Testing Volume Of Cohorts Inside And Outside Of A Regional Covid-19 Screening Program, Adam M. Franks, Seth Bergeron, Tammy Bannister, Justin Spradling, Tamara Lowe, Paris Johnson, Rajan Lamichhane, Stephen M. Petrany

Marshall Journal of Medicine

BACKGROUND Containing the highly contagious SARs-CoV-2 pathogen requires a safe and effective screening program. The aim of this observational cohort study is to analyze a regional testing center and identify factors predicting testing rates that direct supply and staffing needs.

METHODS A drive-through SAR-CoV-2 regional testing facility was created. Number of tests and positive results were collected for eighteen months. Data for testing demand was compared to positive results, percent positive rates (PPR), known external factors, and county PPR. Dissimilarities were contrasted with dynamic time warp and a detailed agreement analysis. The Grainger’s test was utilized to assess the degree …

Enhancing The Rates Of Advance Directive Documentation To Improve The Quality Of Patient Care, Sydney Sheppard, Katie Salyers, Carolyn Curtis, Adam Franks Franks, Courtney Wellman

Marshall Journal of Medicine

Introduction

Advance Directives (AD) allow patients to maintain autonomy during incapacitation. Patients and their caregivers benefit from these documents in times of crisis. Overcoming barriers to AD completion and documentation can improve patient care quality.

Methods

A retrospective chart review was performed initially, after consolidation of the electronic health record (EHR) and after alteration of the EHR, to evaluate the availability of a patient’s medical power of attorney (MPOA), living will (LW), and code status.

Results

Baseline documentation of MPOA (7.33%), LW (6.00%), and code status (5.33%) within the outpatient EHR was low. After 2 cycles, this improved to 13.10%, …

Analysis Of Blood Borne Pathogen Exposure Monitoring Protocol Adherence In An Academic Medical Center: A Seven Year Analysis And Literature Review, Natavoot N. Chongswatdi Md, Callie Seaman Md, Diane Harman Rn, Bsn, William Rollyson Md, Adam M. Franks Md

Marshall Journal of Medicine

Introduction

Health care workers (HCW) are at risk for occupational blood borne pathogen exposures (BBPE). Effective prevention and management of BBPEs relies upon reporting and post-exposure follow-up protocol adherence. As post-exposure monitoring completion is largely unexplored, seven years of a university healthcare system’s BBPE exposure data was explored and compared to documented rates.

Methods

The Marshall Health Occupational Health and Wellness division collected seven years (2012-2018) of BBPE follow-up monitoring adherence rates and demographic data. Data for HCW occupation, exposure incident, and source patient disease status were evaluated. Differences were analyzed with Chi square, Fischer Exact and logistic regression tests. …

Contraception Choice And Compliance Among Mothers With Opioid Addiction: Identifying Barriers To Care, Robert C. Bowers, Catherine Waldron, Jennie Yoost, Hayley Weese, Amy Roy

Marshall Journal of Medicine

Introduction

West Virginia leads the nation in substance abuse deaths per capita. This epidemic has given rise to a novel population of high-risk, obstetric patients with opiate abuse. Appropriate education, counseling, and implementation of contraception are of extreme importance among this population, due to the risks of unintended pregnancy.

Methods

This study was a retrospective chart review to determine compliance and uptake of contraceptive methods by patients in a maternal buprenorphine maintenance program prior to and following implementation of standardized contraception education and Medicaid coverage of immediate postpartum long-acting reversible contraceptives (LARC). Rates of planned contraception and rates of actual …

Physician Burnout Among West Virginia Primary Care Providers, Kevin S. Mccann, Adam Baus, Joanna Bailey, Laura Boone, Jennifer Boyd, Martha Cook-Carter, Dan Doyle

Marshall Journal of Medicine

Introduction

Work related burnout is highly prevalent in US physicians and linked to adverse effects on patients, providers and organizations. This study measures burnout in West Virginia (WV) primary care providers, allowing for comparison of results to a similar, recent study of US physicians.

Methods

Anonymous survey through email that included Maslach Burnout Inventory, demographic, workload, and practice characteristics. Responses were analyzed using JMP Pro 13. Analysis used JMP Pro 13 for descriptive statistics, chi-square and regression modeling.

Results

Subjects = 110, female/male ratio 1.4, all primary care physicians (PCP), or advanced practice registered nurses or physician assistants (APRN/PA). PCP …

Predicting Adverse Outcomes In End Stage Renal Disease: Machine Learning Applied To The United States Renal Data System, Zeid Khitan, Alexis D. Jacob, Courtney Balentine, Adam N. Jacob, Juan R. Sanabria, Joseph I. Shapiro

Marshall Journal of Medicine

We examined machine learning methods to predict death within six months using data derived from the United States Renal Data System (USRDS). We specifically evaluated a generalized linear model, a support vector machine, a decision tree and a random forest evaluated within the context of K-10 fold validation using the CARET package available within the open source architecture R program. We compared these models with the feed forward neural network strategy that we previously reported on with this data set.

How Safe Is Healthcare? Perceptions Within The Healthcare Community And The General Public., Rodhan A. Khthir, Shahed Elhamdani, Ibrahim Hatab, Felyn Espina, Gerry Asuncion, Sutoidem Akpanudo

Marshall Journal of Medicine

Objectives: Complexity of health care is progressively increasing and with that the number of medical errors and adverse events are increasing to an alarming level. The purpose of this study is to assess the perception of healthcare safety within the healthcare community and the general public and examine the association between the perception regarding healthcare safety and the prior exposure to medical errors.

Methods: The study is a cross-sectional online survey. The online survey included basic demographics and a series of questions related to the knowledge and perception about healthcare safety and personal healthcare experience.

Results: 504 respondent …

Education Of Nurse Practitioners And Physician Assistants; What Role, If Any, For Physicians In Determining Their Scope Of Practice?, Joseph I. Shapiro

Marshall Journal of Medicine

Recent changes in legislation allow for non-physicians to independently perform many of the duties previously restricted to physicians. There are potentially benefits to these changes, but the author is concerned that some of the attributes of physicians induced by the long and rigorous training embedded in the profession may be absent in this new, independent health-care work force.

Patient Satisfaction With The Annual Wellness Visit, Maria Espiridion, Raghavendra Mulinti, Md, Suzanne E. Kemper, Mph, Lynne J. Goebel, Md

Marshall Journal of Medicine

OBJECTIVES - To determine patient satisfaction with the Annual Wellness Visit (AWV)

DESIGN – Survey

SETTING- Charleston Area Medical Center and Marshall Health

PARTICIPANTS – 66 volunteers, average age 74 years

MEASUREMENTS – Patient satisfaction was assessed with a 13 item survey.

RESULTS - Of 1,537 eligible patients, 211 (14%) of these agreed to schedule their AWV. From 66 patients surveyed, 87% of patients said the visit “met expectations,” “would recommend to friends,” and “would do it again.” Only 5 (8%) were disappointed that new problems were not addressed and 2 (3%) were dissatisfied that physical exams and blood …

Why Should Busy Clinicians Take Time To Participate In Clinical Research?, Todd H. Davies, Phd

Marshall Journal of Medicine

No abstract provided.