Patient Safety Commons^™

Extracting Patterns In Medical Claims Data For Predicting Opioid Overdose, Ryan Sanders

Graduate Theses and Dissertations

The goal of this project is to develop an efficient methodology for extracting features from time-dependent variables in transaction data. Transaction data is collected at varying time intervals making feature extraction more difficult. Unsupervised representational learning techniques are investigated, and the results compared with those from other feature engineering techniques. A successful methodology provides features that improve the accuracy of any machine learning technique. This methodology is then applied to insurance claims data in order to find features to predict whether a patient is at risk of overdosing on opioids. This data covers prescription, inpatient, and outpatient transactions. Features created …

Local Anesthesia Before Intravenous Cannula Insertion: Recommendations For Registered Nurses In Practice, Vera Campbell-Jones

Electronic Theses and Dissertations

Abstract

Administering local anesthetics, such as intradermal, should become standard practice for RNs in pretreatments for pain control prior to intravenous insertion. Peripheral venous cannulation has provoked the most fear and anxiety in adult patients about everyday practice in hospitals. Adult patients often state that this procedure causes considerable discomfort. Local anesthesia for cannulation is usually not offered to adult patients who are on general medical units. Evidence has indicated inconsistency in the use of pain management strategies during these procedures. The researcher’s goal in this project was to educate RNs about the intradermal pretreatment procedure, provide education on the …

Combatting The Opioid Epidemic In Texas By Holding Big Pharma Manufacturers Liable, Katherine Spiser

St. Mary's Law Journal

Abstract forthcoming

Is There Less Opioid Abuse In States Where Marijuana Has Been Decriminalized, Either For Medicinal Or Recreational Use? A Clin-Iq, Aaron M. Wendelboe, Richard Mathew, Tana Chongsuwat, Elizabeth Rainwater, Mark A. Wendelboe, Elizabeth Wickersham Md, Ann F. Chou

Journal of Patient-Centered Research and Reviews

Opioid use, abuse, and associated mortality have reached an epidemic level. In some states, cannabis is being used to treat chronic pain. To examine the hypothesis that medical marijuana legislation may reduce adverse opioid-related outcomes if patients substitute cannabis for opioids for pain management, we conducted a clinical inquiry (Clin-IQ). We searched Ovid MEDLINE, Ovid MEDLINE In-Process, and Embase for studies using the search terms marijuana, cannabis, legal, marijuana smoking, medical marijuana, opioid-related disorders, cannabis use, medical cannabis, legal aspect, and opiate addiction. We included population-based articles published from January 1, 2012, through December 5, 2018, that assessed the relationship …

Exploring The Role Of Occupational Therapy In Primary Care, Tina Rosselli

Student Capstone Papers

Background: With an increase in adult chronic conditions (Holstein, 2018), as well as a growing number of older adults aging in place (Dickson & Toto, 2018), primary care will continue to see the greatest number of patients as it is the first point of contact for a person to enter the health-care system. Most primary care clinics are reimbursed based on quality outcome measures, which means insurance payers are looking at the value of care instead of the quantity of services (Halle et al., 2018). There is value in as well as an absence of assessment of occupational participation …

The Role Of Effective Nursing Management Of Chronic Pain To Decrease Opioid Misuse, Julia Pfetzer

Grace Peterson Nursing Research Colloquium

Review of literature surrounding the current nursing management of chronic pain, and how the use of alternate interventions and improved management of pain can potentially lead to decreased or discontinued use of opioid analgesics.

Challenges To Diabetes Self-Management For Adults With Type 2 Diabetes In Low-Resource Settings In Mexico City: A Qualitative Descriptive Study, Robin Whittemore, Mireya Vilar-Compte, Selene De La Cerda, Denise Marron, Rosabelle Conover, Roberta Delvy, Annel Lozano-Marrufo, Rafael Pérez-Escamilla

Department of Public Health Scholarship and Creative Works

Background: The prevalence of type 2 diabetes (T2D) in Mexico is one of the highest in the world, with high morbidity and mortality, and difficulty meeting glycemic targets. The purpose of this study was to identify the challenges for T2D self-management as perceived by both adults with T2D and health care providers in primary health clinics from Seguro Popular in Mexico City.

Methods: This was a qualitative descriptive study conducted in three Seguro Popular primary care clinics in Mexico City using convenience sampling. Semi-structured interviews were conducted with participants and data were analyzed using a content analysis approach.

Results: The …

The Effects Of Fall Health Belief And Knowledge Of Fall On The Prevention Of Fall In The Elderly: Mediating And Moderating Effects Of Fall Fear, Insun Jang, Seungmi Park, Phoebe (Yeon) S. Kim

Nursing Faculty Publications

Purpose: This descriptive study investigated the mediating and moderating effects of fear of fall on the relationships between health belief on fall, fall-related knowledge and fall prevention behaviors among older adults Methods: We enrolled 229 older adults residing in a senior citizen hall and community welfare center, and investigated their health belief on fall, fall-related knowledge, fall prevention behavior, and fear of fall. Descriptive statistics, ANOVA and t-test were used to analyze differences in variables. Pearson correlation and multiple regression were used to investigate mediating and moderating effects of the fear of fall on the relationships between health belief on …

Preoccupation With Failure And Adherence To Shared Baselines: Measuring High-Reliability Organizational Culture, Jason M Etchegaray, Eric J Thomas, Jochen Profit

Faculty, Staff and Student Publications

OBJECTIVE: To create, administer, and psychometrically examine a survey to measure two new organizational culture factors - preoccupation with failure and adherence to shared baselines - in healthcare settings.

METHOD: Direct care providers (n = 4484) from a large healthcare system in the Southern United States completed a survey as part of their annual safety culture assessment.

RESULTS: We provide evidence about the internal consistency (Cronbach's alpha ranged from .80 to .89) factor structure, concurrent validity (correlation with overall patient safety grade ranged from .60 to .67, p

CONCLUSIONS: We established evidence for internal consistency and validity of two new …

Incorporating Home Visits In A Primary Care Residency Clinic: The Patient And Physician Experience, Mary Caitlin St. Clair, Jessica J. F. Kram, Glenda Sundberg

Journal of Patient-Centered Research and Reviews

Purpose: Home visits, once a popular but now uncommon form of health care delivery, are on the rise. Few studies have focused on the value the experience brings to resident physicians and their patients.

Methods: A 6-month pilot was conducted with 11 residents who participated in 32 home visits with 11 patients. Patient and resident experiences were captured through a survey following the home visits.

Results: In all, 100% of patients and a majority of residents were very interested in being a part of and incorporating future home visits, respectively. Every patient in the survey said that the visits resulted …

Short Relative Leg Length Is Associated With Overweight And Obesity In Mexican Immigrant Women, Mireya Vilar-Compte, James Macinko, Beth C. Weitzman, Carlos M. Avendaño-Villela

Department of Public Health Scholarship and Creative Works

Background: Prior research suggests that undernutrition and enteric infections predispose children to stunted growth. Undernutrition and infections have been associated with limited access to healthy diets, lack of sanitation, and access barriers to healthcare - all associated with human rights. Stunting has also been documented to be a major determinant of subsequent obesity and non-communicable diseases. Short leg length relative to stature during adulthood seems to be a good proxy indicator tracking such barriers, and has been reported to be associated with adverse health effects during adulthood. Our objective was to examine the association between relative leg length (as measured …

Framework For Algorithmically Optimizing Longitudinal Health Outcomes: Examples In Cancer Radiotherapy And Occupational Radiation Protection, Lydia Joyce Wilson

LSU Doctoral Dissertations

Background: Advancements in the treatment of non-infectious disease have enabled survival rates to steadily increase in recent decades (e.g., diabetes, heart disease, and cancer). Epidemiological studies have revealed that the treatments for these diseases can have life-threatening and/or life–altering effects. Thus, realizing the full beneficial potential of advanced treatments necessitates new tools to algorithmically consider all major components of the health outcome, including benefit and detriment. The goal of this dissertation was to develop a framework for improving projected health outcomes following planned radiation exposures in consideration of all beneficial and detrimental, early and late, and fatal and non-fatal …

Effects Of Social Media On Patient Perceptions And Compliance, Annmarie Butare, Adarsh Gupta

Rowan-Virtua Research Day

It is the physician’s responsibility to ensure that their patients are collecting credible and accurate information. Considering the significant proportion of patients using social media to assist with medical decision making, physicians should incorporate this into their patient education in order to ensure patient understanding of the information gathered both outside and inside the medical office, thereby improving compliance and outcomes.

The goals of this study were to examine the influence of social media on patient perceptions of healthcare and use this infomration to improve physician understanding of patient health information-seeking behaviors to improve patient compliance. The three-part survey included …

Postoperative Cholecystitis From Nathanson Liver Retractor During Robotic-Assisted Laparoscopic Partial Nephrectomy, Lauren D. Gleich, Mihir G. Thaker, Gordon A. Brown

Rowan-Virtua Research Day

Proper visualization of the surgical field during any procedure is one of the most imperative elements of surgery. The tools used to obtain this goal come with their own set of risks. This report describes a patient who developed postoperative acalculous cholecystitis (PAC) after use of a Nathan liver retractor. PAC is a rare complication of urologic surgery and is often more severe than acalculous cholecystitis (AC), leading to significant morbidity.

The Teen Vaping Crisis, Jayavignesh Ganesan '21, Cynthia Mu '21, Carolina Seoane '21

Student Leadership Exchange (SLX)

In today’s society, many teens have the idea that is is cool to vape. This has led to an exponential increase in the number of teenagers addicted to nicotine. This increase is directly caused by nicotine companies, specifically vape companies, presenting their products with appealing and misleading packaging. Indeed, nicotine packages are required to have a warning. However, the warning is usually not taken into consideration, as the warning is not eye-catching. Because of this, we propose that all products containing nicotine, including e-cigarettes, must follow plain packaging regulations. Under plain packaging regulations, companies would be required to have the …

Demographic Factors, Bmi And Diagnosis That Affect The Administration Of Emergency Treatment Orders In Psychiatric Units, France Leandre Md, Liang Hong, Sarah Fayad Md

Psychiatry

Emergency Treatment Orders (ETOs) are defined by Florida Law as an immediate administration of rapid response psychotropic medications to a person with the purpose of expeditiously treat symptoms that if left untreated, present an immediate danger to the safety of the person or others. Current literature have revealed the effectiveness of psychotropic drugs in treating agitation, however epidemiological studies on this practice are still very lacking.

Decreasing Unplanned Extubations By Taping Technique & Creating A Culture Of Safety, Karishma Rao, Beckie Palmer, Christopher R. Nitkin, Christian Anthony Schneider, Brandy Huitt, Molly Terhune, Ashley Orwick, Dianne Wilderson, Sarah Carboneau, Jenny Mckee, Kerrie A. Meinert, Eugenia K. Pallotto

Presentations

Describes strategies used to decrease the unplanned extubation rate in the Level IV neonatal intensive care unit to less than 1.0 event per 100 ventilator days by December 2018.

Initiation Of A Roundtable Meeting To Determine Safety Hazards And Provide Education To Range Bison Herd Workers, Lucia Finocchiaro

Capstone Experience: Master of Public Health

This capstone project serves as an important piece of greater project studying bison handling. Bison production is both a growing and dangerous industry. As a new enterprise in many parts of the country and on tribal lands, significant numbers of untrained employees may be hired. This project undertakes methods to better understand the risks associated with bison handling and to thereby improve handling procedures and increase safety. Herd managers (from tribal and non-tribal sites), researchers, safety experts, and stakeholders were brought together for a roundtable meeting in Omaha. This meeting was designed to provide stakeholders a forum to discuss common …

Utilization Of Acupuncture Services In The Emergency Department Setting: A Quality Improvement Study, John R. Burns, Jessica J. F. Kram, Vashir Xiong, Jeanne M. Stark Casadont, Tiffany A. Mullen, Nancy Conway, Dennis J. Baumgardner

Journal of Patient-Centered Research and Reviews

Purpose: Patients often present to the emergency department (ED) for pain. As opioid fatalities rise, alternative treatments are warranted for pain management. Acupuncture, a nonpharmacological treatment involving the insertion of needles into skin or tissue at specific points within the body, may help to decrease acute pain. Our study aimed to assess the utilization and impact of acupuncture in the ED for acute pain management.

Methods: We conducted a retrospective analysis of purposefully collected quality improvement data. Patients who were ≥18 years old and who presented to the ED at an urban medical center in Wisconsin during 2017 were offered …

Why Doula Services Should Become An Essential Health Benefit In New York State, Jalisha Hanshaw, Amy White

Publications and Research

Doulas are birth workers who assist expecting mothers through pregnancy, birth and postpartum using holistic techniques. Techniques include: prenatal yoga, birth affirmations and induction acupuncture. Doulas are underrated healthcare providers who deserve the same respect as clinical and non-clinical providers. Doulas are well-rounded alternative care providers who focus on mental, emotional, and physical well being of mothers. Also, they know special alternative medical techniques that prevent mothers from maternal mortality among other negative health outcomes. The amount of time and effort doulas perform with expecting mothers are equal or more than the average medical healthcare provider and should be a …

The Use Of Turn Assistance Features On Hospital Beds For Prevention Of Caregiver Injury, Trenton Tucker, Barbara Mcclaskey

Posters

In the world of nursing, caregiver injury is still a major problem. It has been reported that 44% of healthcare workers have lower back musculoskeletal pain. The purpose of this study was to examine ways to decrease injury to care providers. The methodology was a literature review focusing on turn assist technology. Education alone cannot always prevent a musculoskeletal injury, and thus the use of turn assistance features on beds is implemented. These turning functions have shown great success in helping prevent caregiver muscle strain, and in helping decrease caregiver injury. As general technology has increased, so has medical technology …

Identifying Challenges Different Provider Group Encounter In Managing Opioid Use Disorder, Chinonye Anumaka

Muskie School Capstones and Dissertations

The Centers for Disease and Control (CDC) describes opioid use disorder (OUD) also known as opioid addiction as the problematic pattern of opioid use leading to clinically significant impairment or distress. In 2016, about 2.1 million people were diagnosed of OUD in the US. In Maine, York County has the third highest drug overdose response and had 166 deaths occurring between 2012-2016. York County is a designated medically underserved area and has a shortage of provider workforce and limited treatment infrastructure. To further understand the challenges providers in York County encounter in managing patients with OUD, 6 focus groups was …

A Framework To Reveal Clandestine Organ Trafficking In The Dark Web And Beyond, Michael P. Heinl, Bo Yu, Duminda Wijesekera

Journal of Digital Forensics, Security and Law

Due to the scarcity of transplantable organs, patients have to wait on long lists for many years to get a matching kidney. This scarcity has created an illicit market place for wealthy recipients to avoid long waiting times. Brokers arrange such organ transplants and collect most of the payment that is sometimes channeled to fund other illicit activities. In order to collect and disburse payments, they often resort to money laundering-like schemes of money transfers. As the low-cost Internet arrives in some of the affected countries, social media and the dark web are used to illegally trade human organs. This …

An Iterative Process For Training Design And Implementation Increased Health Workers' Knowledge For Taking Nutrition Behavior Change To Scale, Wendy Gonzalez, Anabelle Bonvecchio Arenas, Armando García-Guerra, Mireya Vilar-Compte, Alejandría Villa De La Vega, Laura Quezada, Cynthia Rosas, Ana Lilia Lozada-Tequeanes, Amira Hernández

Department of Public Health Scholarship and Creative Works

The shortage of skilled, motivated, and well-supported health workers is a major barrier to scaling up nutrition interventions and services. Objective: The objective of this study is to describe the process for developing and implementing a training of health personnel for the delivery of the Integrated Strategy for Attention to Nutrition (EsIAN), an evidence-based strategy for promoting infant and young child feeding through primary health care in Mexico. The specific objective is to provide a case study and highlight challenges, as well as elements to successfully mitigate these, and discuss potential applications of findings beyond the Mexican context. Methods: The …

Factors Associated With Hospital Readmissions Among United States Dialysis Facilities, Amber B. Paulus

Theses and Dissertations

Hospital readmissions are a major burden for patients with end stage renal disease (ESRD). On average, one in three hospital discharges among patients with ESRD are followed by a readmission within 30 days. Currently, dialysis facilities are held accountable for readmissions via the ESRD Quality Incentive Program standardized readmission ratio (SRR) clinical measure. However, little is known about facility-level factors associated with readmission. Additionally, unlike other standardized measures of quality in the dialysis setting, incident patients within their first 90-days of dialysis are included in the performance calculation. This study analyzed CMS Dialysis Facility Report data from 2013 to 2016 …

The Impact On Cost, Quality, And Patient Satisfaction When Delivering Care To Acutely Ill Adults In An At-Home Care Model Versus An Inpatient Hospital Setting., Franchesca M. Adams

Honors Theses and Capstones

The impact on cost, quality, and patient satisfaction when delivering care to acutely ill adults in an at-home care model versus an inpatient hospital setting. Hospital level care for certain acute conditions can be safely delivered in the patient’s home while lowering the cost per episode of care, maintaining or improving patient experience, and improving safety and patient/care giver education as well as care coordination, at the Critical Access Hospital (CAH) level.

Just Culture: It's More Than Policy, Linda Paradiso, Nancy Sweeney

Ellmer School of Nursing Faculty Publications

[Description] Paradiso and Sweeney discuss the relationship between trust, just culture, and error reporting in medical care. Errors rarely occur in a vacuum, rather they're a sequence of events with multiple opportunities for correction. Clinical nurses can have a significant impact on reducing errors due to their proximity to patients. Just culture is a safe haven that supports reporting. In a just culture environment, organizations are accountable for systems they design and analysis of the incident, not the individual. The shift to a just culture is a slow process that takes years to develop and hardwire. Hospital-wide policies that incorporate …

Health Risk Tolerance As A Key Determinant Of (Un)Willingness To Behavior Change: Conceptualization And Scale Development, Hyoyeun Jun, Yan Jin

International Crisis and Risk Communication Conference

After the study of testing determinants of risk tolerance affecting information sharing, this study was conducted as a second step to actually develop the scale for risk tolerance. Firstly, this study followed qualitative steps, such as in-depth interview and focus group, to capture how public describes the situation when they are tolerating the risk, when they knew what the recommended behavior is to relieve the risk. Secondly, this study collected 1000 U.S. public sample for the survey questionnaire that are the items generated from the qualitative steps.

Evaluating Ways To Reduce Errors In Medication Reconciliations Performed By Nurses In A Rural Hospital Setting, Kalen T. Freeman

MPA/MPP/MPFM Capstone Projects

Medication reconciliation, also known as “med recs”, are an important part of a patient’s care during their hospitalization. A med rec is when hospital personnel generate a list of the medications the patient takes at home. Med recs are vital in the hospital admission process because home medications need to be restarted at appropriate times to fully care for the patient. Also, mistakes in a home medication list can lead to serious consequences in the patient’s health. This study focuses on med recs being performed at Marcum and Wallace Hospital in Irvine, Kentucky. More specifically, the study explores the different …

"Sterile Cockpit": How Utilizing Aviation Regulations Can Reduce Errors In Ecmo Procedures, Sarah P. Jimenez, Johanna I. Orrick, Kari L. Davidson, Debra E. Newton

Posters

The "Sterile Cockpit Rule," developed in 1981 as an aviation regulation, was adapted by the ECMO core team to promote a distraction-free environment during critical ECMO procedures. Upon review of the data including tracking of interruptions, errors, and staff experience, it is evident that the concept of Sterile Cockpit has streamlined procedure efficiency, as well as safety.