Medicine and Health Sciences Commons^™

Real-World Dispensing Of Buprenorphine In California During Prepandemic And Pandemic Periods, Yun Wang, Alexandre Chan, Richard Beuttler, Marc L. Fleming, Todd Schneberk, Michael Nichol, Haibing Lu

Pharmacy Faculty Articles and Research

Introduction: The opioid overdose crisis in the United States has become a significant national emergency. Buprenorphine, a primary medication for individuals coping with opioid use disorder (OUD), presents promising pharmacokinetic properties for use in primary care settings, and is often delivered as a take-home therapy. The COVID-19 pandemic exacerbated the scarcity of access to buprenorphine, leading to dire consequences for those with OUD. Most existing studies, primarily focused on the immediate aftermath of the COVID-19 outbreak, highlight the challenges in accessing medications for opioid use disorder (MOUDs), particularly buprenorphine. However, these studies only cover a relatively short timeframe. Methods: To …

Time-To-Event Modeling For Hospital Length Of Stay Prediction For Covid-19 Patients, Yuxin Wen, Md. Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter Mccaffrey, Alexander Vo, Eric Walser, Scott Moen, Tzu-Liang Bill Tseng

Engineering Faculty Articles and Research

Providing timely patient care while maintaining optimal resource utilization is one of the central operational challenges hospitals have been facing throughout the pandemic. Hospital length of stay (LOS) is an important indicator of hospital efficiency, quality of patient care, and operational resilience. Numerous researchers have developed regression or classification models to predict LOS. However, conventional models suffer from the lack of capability to make use of typically censored clinical data. We propose to use time-to-event modeling techniques, also known as survival analysis, to predict the LOS for patients based on individualized information collected from multiple sources. The performance of six …

If A Tree Falls In The Forest: Presidential Press Conferences And Early Media Narratives About The Covid-19 Crisis, Masha Krupenkin, Kai Zhu, Dylan Walker, David Rothschild

Business Faculty Articles and Research

Throughout the COVID-19 crisis, as we confronted questions about social distancing, masking wearing, and vaccines, public safety experts warned that the consequences of a misinformed population would be particularly dire due to the serious nature of the threat and necessity of severe collective action to keep the population safe. Thus, the media and the political elites (e.g., President of the United States) who possess the power to set the information agenda around COVID-19 bear a huge responsibility for the general welfare. Through automated text analysis of complete transcripts of national cable, network, and local news, we explore their narratives surrounding …

Financial Hardship From Purchasing Prescription Drugs Among Older Adults In The United States Before, During, And After The Medicare Part D “Donut Hole”: Findings From 1998, 2001, 2015, And 2021, Anthony W. Olson, Jon C. Schommer, David A. Mott, Olajide Adekunle, Lawrence M. Brown

Pharmacy Faculty Articles and Research

BACKGROUND: Cost-related nonadherence compromises successful and effective management of chronic disease. The Medicare Modernization Act of 2003 (MMA) and Patient Protection and Affordable Care Act of 2010 (ACA) aimed to increase the affordability of outpatient prescription drugs for older adults (older than age 64 years). The Medicare Part D prescription drug insurance coverage gap (“donut hole”) created by the MMA was fully closed in 2020 by the ACA.

OBJECTIVES: To (1) describe prescription drug coverage and financial hardship from purchasing prescription drugs among older American adults for 2021, (2) compare these results with findings from data collected before the MMA …

Citizenship Matters: Non-Citizen Covid-19 Mortality Disparities In New York And Los Angeles, Jason A. Douglas, Georgiana Bostean, Angel Miles Nash, Emmanuel B. John, Lawrence M. Brown, Andrew M. Subica

Health Sciences and Kinesiology Faculty Articles

U.S. non-citizen residents are burdened by inequitable access to socioeconomic resources, potentially placing them at heightened risk of COVID-19-related disparities. However, COVID-19 impacts on non-citizens are not well understood. Accordingly, the current study investigated COVID-19 mortality disparities within New York (NYC) and Los Angeles (LAC) to test our hypothesis that areas with large proportions of non-citizens will have disproportionately high COVID-19 mortality rates. We examined ecological associations between March 2020–January 2021 COVID-19 mortality rates (per 100,000 residents) and percent non-citizens (using ZIP Code Tabulation Areas (ZCTA) for NYC and City/Community units of analysis for LAC) while controlling for sociodemographic factors. …

County-Level Factors That Influenced The Trajectory Of Covid-19 Incidence In The New York City Area, Ashley Wendell Kranjac, Dinko Kranjac

Sociology Faculty Articles and Research

More than a century of research has shown that sociodemographic conditions affect infectious disease transmission. In the late spring and early summer of 2020, reports of the effects of sociodemographic variables on the spread of COVID- 19 were used in the media with minimal scientific proof attached. With new cases of COVID-19 surging in the United States at that time, it became essential to better understand how the spread of COVID-19 was varying across all segments of the population. We used hierarchical exponential growth curve modeling techniques to examine whether community socioeconomic characteristics uniquely influence the incidence of reported COVID-19 …

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 …

Covid-19 Viral Testing Disparities In Los Angeles City, Laura Cyphers

Student Scholar Symposium Abstracts and Posters

Hispanic and Black communities have been disproportionately impacted by COVID-19-related morbidity and mortality (California Department of Public Health, 2020). Inequitable access to viral testing resources may have exacerbated these COVID-19-related racial and ethnic health disparities. For example, reports from the Los Angeles Department of Public Health revealed glaring viral testing disparities in April 2020 (early pandemic), with predominantly White communities in Los Angeles County receiving 65% more tests than Hispanic and Black communities. In response, California statewide testing was expanded for communities of color (Vann et al., 2020). To investigate access to viral testing in Los Angeles City, the current …

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 …

Artificial Intelligence–Powered Smartphone App To Facilitate Medication Adherence: Protocol For A Human Factors Design Study, Don Roosan, Jay Chok, Mazharul Karim, Anandi V. Law, Andrius Baskys, Angela Hwang, Moom Roosan

Pharmacy Faculty Articles and Research

Background: Medication Guides consisting of crucial interactions and side effects are extensive and complex. Due to the exhaustive information, patients do not retain the necessary medication information, which can result in hospitalizations and medication nonadherence. A gap exists in understanding patients’ cognition of managing complex medication information. However, advancements in technology and artificial intelligence (AI) allow us to understand patient cognitive processes to design an app to better provide important medication information to patients.

Objective: Our objective is to improve the design of an innovative AI- and human factor–based interface that supports patients’ medication information comprehension that could potentially …

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 …

Coccidioidomycosis: Medical And Spatio-Temporal Perspectives, Nikias Sarafoglou, Rafael Laniado-Laborin, Menas Kafatos

Mathematics, Physics, and Computer Science Faculty Articles and Research

Coccidioidomycosis (CM) is a disease of major public health importance due to the challenges in its diagnosis and treatment. To understand CM requires the attributes of a multidisciplinary network analysis to appreciate the complexity of the medical, the environmental and the social issues involved: public health, public policy, geology, atmospheric science, agronomy, social sciences and finally humanities, all which provide insight into this population transformation.

In section 1 of this paper, we describe the CM-epidemiology, the clinical features, the diagnosis and finally the treatment.

In section 2, we highlight the most important contributions and controversies in the history of the …

Trends In Opioid Use In Pediatric Patients In Us Emergency Departments From 2006 To 2015, Daniel M. Tomaszewski, Cody Arbuckle, Sun Yang, Erik J. Linstead

Pharmacy Faculty Articles and Research

Importance The use of opioids to treat pain in pediatric patients has been viewed as necessary; however, this practice has raised concerns regarding opioid abuse and the effects of opioid use. To effectively adjust policy regarding opioids in the pediatric population, prescribing patterns must be better understood.

Objective To evaluate opioid prescribing patterns in US pediatric patients and factors associated with opioid prescribing.

Design, Setting, and Participants This cross-sectional study used publicly available data from the National Hospital Ambulatory Medical Care Survey from January 1, 2006, to December 31, 2015. Analysis included the use of bivariate and multivariate models to …

School‐Level Body Mass Index Shapes Children's Weight Trajectories, Ashley W. Kranjac

Sociology Faculty Articles and Research

BACKGROUND

Embedded within children's weight trajectories are complex environmental contexts that influence obesity risk. As such, the normative environment of body mass index (BMI) within schools may influence children's weight trajectories as they age from kindergarten to fifth grade.

METHODS

I use 5 waves of the ECLS‐K—Kindergarten Class 1998‐1999 data and a series of multilevel growth models to examine whether attending schools with higher overall BMI influences children's weight status over time.

RESULTS

Results show that, net of child, family, and school sociodemographic characteristics, children who attend schools with higher rates of obesity have increased weight compared to children who …

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 …

Managing The Cost Of Diabetes, Laressa Bethishou

Pharmacy Faculty Articles and Research

"This is of concern to health care providers because inadequate management of diabetes results in short- and long-term complications. Patients with diabetes and no health insurance have fewer physician visits and are prescribed fewer medications for management of their diabetes. Patients with diabetes make up 11.9% of all emergency department visits in the United States.Hispanic and non-Hispanic blacks are at greater risk for developing diabetes and serious associated health complications, including chronic kidney disease. This may be attributed to a combination of genetics, diet, and exercise. However, access to health care resources may also play an important role."

Immunizations And Health Disparities: Immunizations Provided Across A Diverse Population, Jeffery A. Goad, Tania Gregorian

Pharmacy Faculty Articles and Research

"Vaccines help contain the spread of diseases and reduce morbidity and mortality. For any vaccination effort to succeed, vaccine uptake must be widespread across the entire population. However, the US population is very diverse, and there are various groups with different attitudes and beliefs regarding vaccination; this leads to disparities in vaccination rates. The Healthy People initiative, a program managed by Office of Disease Prevention and Health Promotion at the US Department of Health and Human Services HHS that aims to provide Americans with evidence-based, 10-year national objectives for improving their health defines a disparity in health care as 'a …

How Nurse-Led Practices Perceive Implementation Of The Patient-Centered Medical Home, Rosemary Frasso, A. Golinkoff, Heather Klusaritz, Katherine Kellom, Helen Kollar-Mcarthur, Michelle Miller-Day, Robert Gabbay, Peter F. Cronholm

Communication Faculty Articles and Research

Purpose

The Affordable Care Act (ACA) promotes the Patient-Centered Medical Home (PCMH) model as a way to improve healthcare quality, the patient experience, and has identified nurse-led primary care as a mechanism meeting the increasing demand for quality primary care. The purpose of this study was to investigate the implementation of a PCMH model in nurse-led primary care practices and to identify facilitators and barriers to the implementation of this model.

Methods

Data were collected through in-depth interviews with providers and staff in nurse-led practices.

Results

These data suggest two categories of processes that facilitate the integration of PCMH in …

Implementing Pharmacy-Based Travel Health Services: Insight And Guidance From Frontline Practitioners, Tania Gregorian, Albert Bach, Karl Hess, Keri Hurley, Edith Mirzaian, Jeff Goad

Pharmacy Faculty Articles and Research

PURPOSE In California, the passage of SB493 in July of 2013 was a milestone in advancing pharmacy practice. Among other things, the new legislation allows pharmacists to provide routine immunizations without a protocol and furnish medications for international travelers for conditions not requiring a diagnosis. When developing a pharmacist-run travel health service, consideration must be given to multiple important factors, including pharmacist training, physician partnership, logistics, from scheduling to documentation, and the resources necessary to provide a travel health service.5 This article sets out to provide guidance and insight to pharmacists seeking to implement a travel health service.

SUMMARY Travel …

“In Principle We Have Agreement, But In Practice It Is A Bit More Difficult": Obtaining Organizational Buy-In To Patient-Centered Medical Home Transformation, Janelle Applequist, Michelle Miller-Day, Peter F. Cronholm, Robert Gabbay, Deborah S. Bowen

Communication Faculty Articles and Research

The patient-centered medical home (PCMH) is a model of care that emphasizes the coordination of patient treatment among health care providers. Practice transformation to this model, however, presents a number of challenges. One of these challenges is getting the buy-in of all personnel to commit to making organizational changes in the journey to becoming a nationally recognized medical home. This study investigated internal messages of buy-in as communicated by practices transitioning to this type of care. Grounding itself in stakeholder theory, this study analyzed interviews with staff, administration, and practitioners from 20 medical practices in a mid-Atlantic state. The analysis …

Financial Hardship From Purchasing Medications For Senior Citizens Before And After The Medicare Modernization Act Of 2003 And The Patient Protection And Affordable Care Act Of 2010: Findings From 1998, 2001, And 2015, Anthony W. Olson, Jon C. Schommer, David A. Mott, Lawrence M. Brown

Pharmacy Faculty Articles and Research

BACKGROUND: The Medicare Modernization Act of 2003 (Medicare Part D) added prescription drug coverage for senior citizens aged 65 years and older and applied managed care approaches to contain costs. The Patient Protection and Affordable Care Act of 2010 (ACA) had the goals of expanding health care insurance coverage and slowing growth in health care expenditures.

OBJECTIVES: To (a) describe the proportion of senior citizens who had prescription drug insurance coverage and the proportion who experienced financial hardship from purchasing medications in 2015, and (b) compare the findings with those collected in 1998 and 2001.

METHODS: Data were obtained in …

The Disease Burden And The Extent Of Drug Therapy Problems In An Underserved Minority Population Receiving Medication Therapy Management At An Ambulatory Care Free Clinic, D. N. Ombengi, F. A. Ndemo, Ayman M. Noreddin, W. T. Harris

Pharmacy Faculty Articles and Research

Objective: To determine the common medical conditions, medications, and associated drug therapy problems in an underserved minority population receiving medication therapy management services at a large Community Free Clinic compared to the findings of the Minnesota Pharmaceutical Care Project.

Methods: Retrospective cohort study of a random sample of 60 minority patients referred for medication therapy management service at a Community Free Clinic from January 2012 to January 2014. Patient data including demographics, medication experience, past medical and medication history, medical conditions, active medications, allergies, immunization history and drug therapy was systematically evaluated to determine the most common conditions, …

Predictive Factors Of Patient Satisfaction With Pharmacy Services In South Korea: A Cross-Sectional Study Of National Level Data, Sunkyung Lee, Onyeka P. Godwin, Kyungah Kim, Euni Lee

Pharmacy Faculty Articles and Research

Objectives
Patient satisfaction has emerged as a prerequisite to improving patients’ health behaviors leading to better health care outcomes. This study was to identify predictive determinants for patient satisfaction with pharmacy services using national-level data.

Methods
A cross-sectional evaluation was conducted using 2008 Korean National Health and Nutrition Examination Survey (KNHANES) data. To assess the predictive factors for patient satisfaction with pharmacy services, an ordinal logistic regression model was conducted adjusting for patient characteristics, clinical comorbidities, and perception of health.

Results
A total of 9,744 people, a representative sample of 48.2 million Koreans, participated in the 2008 KNHANES, of whom …

Bridging The Location Gap: Physician Perspectives Of Physician-Pharmacist Collaboration In Patient Care (Bridge Phase Ii), Keri D. Hager, Donald Uden, Daniel M. Tomaszewski

Pharmacy Faculty Articles and Research

Background: To optimize patient outcomes, the patient-centred medical home model emphasizes comprehensive team-based care. Pharmacists are qualified to enhance appropriate medication use and help improve patient outcomes through provision of medication therapy management (MTM) services. To optimally provide MTM, pharmacists must effectively collaborate with physicians. This study explored factors that influence pharmacist-physician collaboration.

Methods and Findings: A convenience sample of five physicians participated in semi-structured interviews and the resulting data were analyzed using qualitative methods. Transcripts of the interviews were independently coded for themes by two researchers. Five themes emerged: trustworthiness, role specification, relationship initiation, effects on practice, …

Assessing Health Conditions And Medication Use Among The Homeless Community In Long Beach, California, Mok Thoong Chong, Jason Yamaki, Megan Harwood, Richard D'Assalenaux, Ettie Rosenberg, Okezie Aruoma, Anupam Bishayee

Pharmacy Faculty Articles and Research

Objective: Persons experiencing homelessness are a vulnerable population and are at increased risk for morbidity and all-cause mortality compared to the general population. This study sought to evaluate medication use, regular physician visits, and identify health conditions among the homeless population of Long Beach, California.

Methods: Two "brown bag" medication review events were held at homeless shelters in the Long Beach area. Demographic information, medication use, and comorbid disease states were obtained through surveys.

Findings: Three-fourths of the cohort (95 participants) consisted of males, and the average age of participants was 48 years. Psychiatric disorders and cardiovascular disease were the …

Provision Of Health Care Services In Canada: Challenges And Opportunities, Rosa Rodriguez-Monguio, Enrique Seoane-Vazquez, Fernando Antoñanzas Villar

Pharmacy Faculty Articles and Research

The Canadian health care system provides comprehensive coverage of hospital and outpatient care, including therapeutic, diagnostic and preventive services. The level of coverage of services varies across the country. This study examines the key characteristics of the Canadian health and long-term care systems; presents a structured analysis of the insurance, financing and provision of health and long-term care services in Canada; describes the main challenges of the Canadian health and long-term care systems; and concludes with feasible opportunities for the Canadian health policy.

Main challenges to the Canadian system are related to population ageing; prevalence of avoidable diseases caused by …