Health and Medical Administration Commons^™

El Papel Del Bilingüismo En La Atención Médica A Pacientes Hispanohablantes, Ariela Deleon

Student Scholar Symposium Abstracts and Posters

Spanish-speaking patients in the United States frequently face significant barriers to quality healthcare due to language differences between themselves and their providers. This project examines how English-Spanish bilingualism among healthcare professionals meaningfully improves the quality of care delivered to Spanish-speaking patients. To analyze this, the project draws on a review of academic literature on bilingualism, language concordance, medical interpretation, and health outcomes, as well as interviews with healthcare professionals across various fields who possess different levels of Spanish fluency and regularly work with Spanish-speaking patients. This project argues that bilingualism among healthcare providers is not merely a supplementary skill but …

Learning From Covid-19: Clinical Trials, Health Information Technology, And Patient Mortality, Christos Nicolaides, Avinash Collis, Seth Benzell, Indranil Bardhan

Economics Faculty Articles and Research

During the COVID-19 pandemic, deaths per case in the United States decreased from 7.46% in April 2020 to 1.76% in April 2021. One mechanism that could explain this decline is a learning effect associated with testing of new treatments by hospitals. Hospitals that participated in clinical trials developed better organizational capabilities to diagnose and treat COVID-19 patients. Simultaneously, hospitals used health information technologies (IT) that integrated health information across healthcare providers to facilitate greater learning and sharing of best practices. Using US county-level data on clinical trial participation, use of health IT, and COVID-19 cases and deaths, we show that …

Ethical Aspects Of Utilising Artificial Intelligence In Clinical Settings, Jeffrey Byrnes, Michael Robinson

Philosophy Faculty Articles and Research

In response to recent proposals to utilize artificial intelligence (AI) to automate ethics consultations in healthcare, we raise two main problems for the prospect of having healthcare professionals rely on AI-driven programs to provide ethical guidance in clinical matters. The first cause for concern is that, because these programs would effectively function like black boxes, this approach seems to preclude the kind of transparency that would allow clinical staff to explain and justify treatment decisions to patients, fellow caregivers, and those tasked with providing oversight. The other main problem is that the kind of authority that would need to be …

Transparency And Authority Concerns With Using Ai To Make Ethical Recommendations In Clinical Settings, Jeffrey Byrnes, Michael Robinson

Philosophy Faculty Articles and Research

In response to recent proposals to utilize artificial intelligence (AI) to automate ethics consultations in healthcare, we raise two main problems for the prospect of having healthcare professionals rely on AI-driven programs to provide ethical guidance in clinical matters. The first cause for concern is that, because these programs would effectively function like black boxes, this approach seems to preclude the kind of transparency that would allow clinical staff to explain and justify treatment decisions to patients, fellow caregivers, and those tasked with providing oversight. The other main problem is that the kind of authority that would need to be …

M3t-Lm: A Multi-Modal Multi-Task Learning Model For Jointly Predicting Patient Length Of Stay And Mortality, Junde Chen, Qing Li, Feng Liu, Yuxin Wen

Engineering Faculty Articles and Research

Ensuring accurate predictions of inpatient length of stay (LoS) and mortality rates is essential for enhancing hospital service efficiency, particularly in light of the constraints posed by limited healthcare resources. Integrative analysis of heterogeneous clinic record data from different sources can hold great promise for improving the prognosis and diagnosis level of LoS and mortality. Currently, most existing studies solely focus on single data modality or tend to single-task learning, i.e., training LoS and mortality tasks separately. This limits the utilization of available multi-modal data and prevents the sharing of feature representations that could capture correlations between different tasks, ultimately …

Trends In Heart Failure Costs For Commercially Insured Patients In The United States (2006–2021), Jianwei Zheng, Islam Abudayyeh, Cyril Rakovski, Louis Ehwerhemuepha, Ahmad Rezaie Mianroodi, Jay N. Patel, Alomari Ihab, Chizobam Ani

Mathematics, Physics, and Computer Science Faculty Articles and Research

Background

Although prior research has estimated the overarching cost burden of heart failure (HF), a thorough analysis examining medical expense differences and trends, specifically among commercially insured patients with heart failure, is still lacking. Thus, the study aims to examine historical trends and differences in medical costs for commercially insured heart failure patients in the United States from 2006 to 2021.

Methods

A population-based, cross-sectional analysis of medical and pharmacy claims data (IQVIA PharMetrics^® Plus for Academic) from 2006 to 2021 was conducted. The cohort included adult patients (age > = 18) who were enrolled in commercial insurance plans and …

Perceptions Of Metabolic Syndrome Management Utilization In Relation To Patient Experience And Health-Related Quality Of Life, Olajide Adekunle, Jon C. Schommer, Yun Wang, Ismaeel Yunusa, Marc L. Fleming, Enrique Seoane-Vazquez, Lawrence M. Brown

Pharmacy Faculty Articles and Research

Background

One factor for the poor health outcomes among adult people with metabolic syndrome (MetS) is poor utilization of disease management resources, which may be attributable to prior experience with pharmacists (PEwP) and perceptions of disease management resource utilization (PMU). Therefore, understanding patients' experience could be critical to improving their perceptions and promoting health outcomes.

Objectives

The study explored the influence of PEwP and PMU on the health-related quality of life (HRQoL) of people with MetS.

Methods

Data on perceptions of healthcare, medication, and pharmacy services utilization, PEwP, and HRQoL were collected using validated tools via an electronic survey. Chi-square …

What Quantifies Good Primary Care In The United States? A Review Of Algorithms And Metrics Using Real-World Data, Yun Wang, Jianwei Zheng, Todd Schneberk, Yu Ke, Alexandre Chan, Tao Hu, Jerika Lam, Mary Gutierrez, Ivan Portillo, Dan Wu, Chi-Hung Chang, Yang Qu, Lawrence Brown, Michael B. Nichol

Pharmacy Faculty Articles and Research

Primary care physicians (PCPs) play an indispensable role in providing comprehensive care and referring patients for specialty care and other medical services. As the COVID-19 outbreak disrupts patient access to care, understanding the quality of primary care is critical at this unprecedented moment to support patients with complex medical needs in the primary care setting and inform policymakers to redesign our primary care system. The traditional way of collecting information from patient surveys is time-consuming and costly, and novel data collection and analysis methods are needed. In this review paper, we describe the existing algorithms and metrics that use the …

Propósito De Un Plan Universal De Servicios Bilingües En Medicina, Andrea Sandoval, Laura R. Loustau

Student Scholar Symposium Abstracts and Posters

La comunicación entre doctor y paciente es esencial para que el paciente esté informado sobre su salud y pueda implementar el tratamiento efectivamente. Teniendo transparencia entre la gente crea interacciones que tienen más impacto. Si el paciente está incorporado en los diálogos sobre su salud, pueden poner las recomendaciones de su doctor en práctica con un mejor entendimiento. En medicina, las barreras de comunicación pueden limitar el nivel de comprensión y prevenir estas discusiones esenciales. Una manera de romper la barrera del lenguaje es con la propuesta de un sistema universal para proveer servicios bilingües que identifique la disparidad, encuentre …

Exploratory Analysis Of Outpatient Visits For Us Adults Diagnosed With Lupus Erythematosus: Findings From The National Ambulatory Medical Care Survey 2006–2016, Salena Marie Preciado, Khaled A. Elsaid, Souhiela Fawaz, Lawrence Brown, Enrique Seoane-Vazquez, Marc Fleming, Yun Wang

Pharmacy Faculty Articles and Research

The study aims to assess office-based visit trends for lupus patients and evaluate their medication burden, chronic conditions, and comorbidities. This cross-sectional study used data from the National Ambulatory Medical Care Survey (NAMCS), a survey sample weighted to represent national estimates of outpatient visits. Adult patients diagnosed with lupus were included. Medications and comorbidities that were frequently recorded were identified and categorized. Descriptive statistics and bivariate analyses were used to characterize visits by sex, age, race/ethnicity, insurance type, region, and reason for visit. Comorbidities were identified using diagnosis codes documented at each encounter. There were 27,029,228 visits for lupus patients …

Predisposing, Enabling, And Need Factors Associated With The Choice Of Pharmacy Type In The Us: Findings From The 2015/2016 National Consumer Survey On The Medication Experience And Pharmacists’ Roles, Mohamed Rashrash, Suhila Sawesi, Jon C. Schommer, Lawrence M. Brown

Pharmacy Faculty Articles and Research

Background: Knowing the type of pharmacy used by the patient is meaningful to the pharmacist. Previous studies have assessed different factors predicting the kind of pharmacy selection and reached inconsistent findings. Objectives: To identify patient and health-related factors associated with pharmacy type selection. Methods: The Andersen Behavioral Model of Health Service Use was used to organize the selection of patient characteristics and categorize them as predisposing, enabling, and need factors. The dependent variable was the type of pharmacy used. Logistic regression was used to predict the association between patient-related characteristics and the type of pharmacy used. Results: Older age respondents …

Surgical Patients’ Hospital Experience Scores: Neighborhood Context Conceptual Framework, Ashley Wendell Kranjac, Dinko Kranjac, Michelle A. Fortier, Pat Patton, Brad Giafaglione, Zeev N. Kain

Sociology Faculty Articles and Research

Objective:

Through geocoding the physical residential address included in the electronic medical record to the census tract level, we present a novel model for concomitant examination of individual patient-related and residential context-related factors that are associated with patient-reported experience scores.

Summary Background Data:

When assessing patient experience in the surgical setting, researchers need to examine the potential influence of neighborhood-level characteristics on patient experience-of-care ratings.

Methods:

We geocoded the residential address included in the electronic medical record (EMR) from a tertiary care facility to the census tract level of Orange County, CA. We then linked each individual record to the …

Race, Ethnicity, And Insurance: The Association With Opioid Use In A Pediatric Hospital Setting, Louis Ehwerhemuepha, Candice D. Donaldson, Zeev N. Kain, Vivian Luong, Michelle A. Fortier, William Feaster, Michael Weiss, Daniel Tomaszewski, Sun Yang, Michael Phan, Brooke N. Jenkins

Psychology Faculty Articles and Research

Background

This study examined the association between race/ethnicity and health insurance payer type with pediatric opioid and non-opioid ordering in an inpatient hospital setting.

Methods

Cross-sectional inpatient encounter data from June 2013 to June 2018 was retrieved from a pediatric children’s hospital in Southern California (N = 55,944), and statistical analyses were performed to determine associations with opioid ordering.

Results

There was a significant main effect of race/ethnicity on opioid and non-opioid orders. Physicians ordered significantly fewer opioid medications, but a greater number of non-opioid medications, for non-Hispanic African American children than non-Hispanic Asian, Hispanic/Latinx, and non-Hispanic White pediatric …

Parent Responses To Pediatric Pain: The Differential Effects Of Ethnicity On Opioid Consumption, Candice D. Donaldson, Brooke N. Jenkins, Michelle A. Fortier, Michael T. Phan, Daniel M. Tomaszewski, Sun Yang, Zeev N. Kain

Psychology Faculty Articles and Research

Objective

Within the context of the United States opioid epidemic, some parents often fear the use of opioids to help manage their children's postoperative pain. As a possible consequence, parents often do not dispense optimal analgesic medications to their children after surgery, putting their children at risk of suffering from postsurgical pain. The objective of this research was to assess ethnicity as a predictor of both pain and opioid consumption, and to examine how Hispanic/Latinx and Non-Hispanic White parents alter their child's opioid consumption in response to significant postsurgical pain.

Methods

Participants were 254 children undergoing outpatient tonsillectomy and/or adenoidectomy …

A Multicenter Mixed-Effects Model For Inference And Prediction Of 72-H Return Visits To The Emergency Department For Adult Patients With Trauma-Related Diagnoses, Ehsan Yaghmaei, Louis Ehwerhemuepha, William Feaster, David Gibbs, Cyril Rakovski

Mathematics, Physics, and Computer Science Faculty Articles and Research

Objective

Emergency department (ED) return visits within 72 h may be a sign of poor quality of care and entail unnecessary use of healthcare resources. In this study, we compare the performance of two leading statistical and machine learning classification algorithms, and we use the best performing approach to identify novel risk factors of ED return visits.

Methods

We analyzed 3.2 million ED encounters with at least one diagnosis under “injury, poisoning and certain other consequences of external causes” and “external causes of morbidity.” These encounters included patients 18 years or older from across 128 emergency room facilities in the …

Medication Safety During Transitions Of Care:The Importance Of Checklists In Preventing Patient Harm, Laressa Bethishou, Olivia Lounsbury, Donna Prosser

Pharmacy Faculty Articles and Research

There is a need to optimize patient safety as patients navigate through the healthcare system. With each transition of care, patients are vulnerable to changes that may cause adverse effects, including changes in their healthcare team, health status, and medications. The Centers for Medicare & Medicaid Services (CMS) defines a transition of care as “the movement of a patient from one setting of care to another.” While the concept itself may seem simple, this definition fails to capture the many potential handoff complications which classify these transitions as high risk for patients. With 67% of patients facing unintended medication discrepancies …

Nicaragua's Response To Covid-19 – Authors' Reply, Mateo Jarquin, Andrea M. Prado, Benjamin Gallo Marin

History Faculty Articles and Research

An author's to John Perry's commentary ("Nicaragua's Response to COVID-19"), which was itself written in response to Mather, Gallo Marin, Medina Perez, et al.'s "Love in the Time of COVID-19: Negligence in the Nicaraguan Response".

Original article: Salazar Mather TP, Gallo Marin B, Medina Perez G, et al. Love in the time of COVID-19: negligence in the Nicaraguan response. The Lancet Global Health. 2020;8(6):e773. doi:10.1016/S2214-109X(20)30131-5 Perry's commentary: Perry J. Nicaragua’s response to COVID-19. The Lancet Global Health. Published online April 2020. doi:10.1016/S2214-109X(20)30218-7

Improving Team-Based Decision Making Using Data Analytics And Informatics: Protocol For A Collaborative Decision Support Design, Don Roosan, Anandi Law, Mazharul Karim, Moom Roosan

Pharmacy Faculty Articles and Research

Background: According to the September 2015 Institute of Medicine report, Improving Diagnosis in Health Care, each of us is likely to experience one diagnostic error in our lifetime, often with devastating consequences. Traditionally, diagnostic decision making has been the sole responsibility of an individual clinician. However, diagnosis involves an interaction among interprofessional team members with different training, skills, cultures, knowledge, and backgrounds. Moreover, diagnostic error is prevalent in the interruption-prone environment, such as the emergency department, where the loss of information may hinder a correct diagnosis.

Objective: The overall purpose of this protocol is to improve team-based diagnostic …

Using Community Pharmacy Immunization Screening Forms To Identify Potential Immunization Opportunities, Albert T. Bach, Jeffery A. Goad

Pharmacy Faculty Articles and Research

Immunization screening forms are completed for each patient that is to be vaccinated in the pharmacy. Screening forms contain demographic and health questions, which are used to determine if a patient is contraindicated to receive a vaccine. The objective is to determine if patient responses to questions on these forms can be used to identify potential vaccine indications. De-identified data was retrospectively collected from 11 community pharmacies in California and Michigan that included basic demographics, answers to immunization screening questions, and vaccine(s) administered during that visit. The Advisory Committee on Immunization Practices (ACIP) recommendations were used to forecast vaccine needs …

The Power Of Pharmacist-To-Pharmacist Handoffs During Transitions Of Care, Jessica Wooster, Laressa Bethishou

Pharmacy Faculty Articles and Research

"Hospital readmissions are often medication-related and potentially preventable. Pharmacists can play a vital role in improving medication outcomes during transitions of care (TOC). Although numerous TOC practice models have been described, it remains unclear what practices will promote optimal continuity of care."

Ecological Determinants Of Respiratory Health: Examining Associations Between Asthma Emergency Department Visits, Diesel Particulate Matter, And Public Parks And Open Space In Los Angeles, California, Jason A. Douglas, Reginald S. Archer, Serena E. Alexander

Health Sciences and Kinesiology Faculty Articles

Los Angeles County (LAC) low-income communities of color experience uneven asthma rates, evidenced by asthma emergency department visits (AEDV). This has partly been attributed to inequitable exposure to diesel particulate matter (DPM). Promisingly, public parks and open space (PPOS) contribute to DPM mitigation. However, low-income communities of color with limited access to PPOS may be deprived of associated public health benefits. Therefore, this novel study investigates the AEDV, DPM, PPOS nexus to address this public health dilemma and inform public policy in at-risk communities. Optimized Hotspot Analysis was used to examine geographic clustering of AEDVs, DPM, and PPOS at the …

Actionable Patient Safety Solutions (Apss) #3a: Medication Errors, Ron Jordan, Jerika Lam, Peter Antevy, Steven Barker, Linda Beneze, Michel Bennett, Laressa Bethishou, Jim Broselow, John Burnam, Mitchell Goldenstein, Kari Hamlin, Helen Haskell, Christopher Jerry, Edwin Loftin, Ariana Longley, Jacob Lopez, Anne Lyren, Brendan Miney, Sidney Morice, Steve Mullenix, Robert Nickell, Rochelle Sandell, David Shane Lowry, Robin Shannon, Deeba Siddiqui, Charles Simmons, Nat Sims, Robert Stein, Laura Townsend, Jason Yamaki, Sun Yang

Pharmacy Faculty Articles and Research

A medication error is a preventable event in any healthcare setting that may lead to inappropriate medication use while in the control of the healthcare professional or patient, ultimately leading to patient harm and/or death. Medication errors can be classified into five categories: 1) wrong drug, 2) wrong dose, 3) wrong route, 4) wrong frequency and/or 5) wrong patient.

Actionable Patient Safety Solutions (Apss) #6: Hand-Off Communications, Steven Barker, Nick Adams, Misti B. Baskett, Victoria Baskett, Michael Becker, Michel Bennett, Laressa Bethishou, Mike Ramsay, Jeff Dunn, Hisham El-Bayar, William Floyd, Frank Gencorelli, Christina Hazekamp, Kristy Blomquist, Edwin Loftin, Ariana Longley, Jacob Lopez, David Lubarsky, Pete Melrose, Brent Nibarger, Karen Rehling, Patricia Roth, Kris Stegner, Laura Townsend

Pharmacy Faculty Articles and Research

Hand-off communications, or hand-off processes, involve the transition of care as well as the transfer of patient-specific information by one healthcare professional to another with the purpose of providing a patient with safe, continuous care. A successful hand-off can only be achieved by effective communication.

Track 1.B Introduction: Re-Designing Health: Transforming Systems, Practices And Care, Aidan Rowe, Claudine Jaenichen, Gillian Harvey, Kate Sellen, Stephanie Vandenberg

Art Faculty Articles and Research

The Re-Designing Health: Transforming Systems, Practices and Care track explores the increasing role and possibility for a wide range of design practices and methods to contribute to health care products, provision, and systems.

There is growing recognition of the increasing complexity faced by healthcare systems; critical issues and challenges include ageing populations, chronic diseases, growing drug ineffectiveness, and lack of access to comprehensive services (to name only a few examples). Concurrently design thinking, methods and practices are increasingly recognized as means of addressing complex, multi-levelled and systemic problems.

The track session brought together design academics, researchers and practitioners that are …

Beyond Continuing Education: Continuing Professional Development And The Cth, Jeff Goad

Pharmacy Faculty Articles and Research

"The CTH exam is taken by physicians, pharmacists and nurses. From country to country and profession to profession, there is a wide variety of travel clinic practice and the training of travel medicine providers. One-time assessments, such as the CTH exam, are important to establishing a standard level of knowledge, but ongoing education that focuses on the knowledge and skills necessary to provide the pre-travel clinic consultation should be a priority."

An Opportunity For Pharmacists To Help Improve Coordination And Continuity Of Patient Health Care, Jon C. Schommer, Lawrence M. Brown, Ryan (Alyssa) Bortz, Alina Cernasev, Basma T. Gomaa, Keri D. Hager, Lisa Hillman, Olihe Okoro, Serguei V. S. Pakhomov, Paul L. Ranelli

Pharmacy Faculty Articles and Research

Pharmacist workforce researchers are predicting a potential surplus of pharmacists in the United States that might result in pharmacists being available for engagement in new roles. The objective for this study was to describe consumer opinions regarding medication use, the health care system, and pharmacists to help identify new roles for pharmacists from the consumer perspective. Data were obtained from the 2015 and 2016 National Consumer Surveys on the Medication Experience and Pharmacist Roles. Out of the representative sample of 36,673 respondents living in the United States, 80% (29,426) submitted written comments at the end of the survey. Of these, …

Earlier Identification Of Medications Needing Prior Authorization Can Reduce Delays In Hospital Discharge, Thomas Lew, Laressa Bethishou, Lisa Shieh

Pharmacy Faculty Articles and Research

"Based on our experience, there are no studies that evaluate delays due to discharge medications needing to undergo the PA process. Thus, in our pilot study, we both aim to define the scope of this problem by surveying resident physicians as well as provide an intervention to identify earlier medications that will need to undergo a PA process. Pharmacy-led interventions in processing PAs have resulted in a statistically significant benefit in improving time to PA approval, fill, and pickup.5 Therefore, in our intervention, we utilize a specialized 'transitions of care' (TOC) pharmacist to analyze the medications of patients who are …

The Hospital Antimicrobial Use Process: From Beginning To End, William R. Truong, Jason Yamaki

Pharmacy Faculty Articles and Research

Hospital antimicrobial stewardship (AMS) programs are responsible for ensuring that all antimicrobials are utilized in the most appropriate and safe manner to improve patient outcomes, prevent adverse drug reactions, and prevent the development of antimicrobial resistance. This Perspectives article outlines the hospital antimicrobial use process (AUP), the foundational system that ensures that all antimicrobials are utilized in the most appropriate and safe manner. The AUP consists of the following steps: antimicrobial ordering, order verification, preparation and delivery, administration, monitoring, and discharge prescribing. AMS programs should determine how each step contributes to how an antimicrobial is used appropriately or inappropriately at …

Prevalence Of Diabetes Mellitus, Hypertension, And Dyslipidemia In Student-Run Screening Clinics For Rural Communities In The Sierra Norte Of Puebla, Mexico, Sean Navin, Daniel M. Tomaszewski

Pharmacy Faculty Articles and Research

Background: The growing prevalence of hypertension (HTN), diabetes mellitus (DM), and in Mexico highlights the need for preventative health care services. Rural communities worldwide lack access to such services. The purpose of this study was to describe the prevalence of HTN, DM, and dyslipidemia in student-run screening clinics in rural communities of the Sierra Norte of Puebla, Mexico to better understand the role the clinics play for the patients served.

Methods: Data were collected from patients from rural, Mexican towns participating in free pharmacy student-run screening clinics. Patients consented to have their de-identified information pooled for re-search. Screenings …

Changes In The Utilization Of Osteoporosis Drugs After The 2010 Fda Bisphosphonate Drug Safety Communication, Bander Balkhi, Enrique Seoane-Vazquez, Rosa Rodriguez-Monguio

Pharmacy Faculty Articles and Research

Introduction

In October 2010, the US Food and Drug Administration (FDA) issued a safety communication regarding the risks of atypical fractures of the femur, with bisphosphonates drugs. This study evaluated the impact of the bisphosphonates FDA safety communication on the utilization of osteoporosis medications in Medicaid programs.

Methods

Osteoporosis drugs utilization data from the July 2006 to June 2014 were extracted from the national Summary Files from the Medicaid State Drug Utilization Data maintained by the Centers for Medicare & Medicaid Services (CMS). We performed an interrupted time series analyses to evaluate trends in utilization of osteoporosis drugs before and …