Health and Medical Administration Commons^™

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 …

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 …

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 …

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."

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.

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 …

Evaluating Patient Preferences For Different Incentive Programs To Optimize Pharmacist-Provided Patient Care Program Enrollment, Daniel M. Tomaszewski, Tim Cernohaus, Rajiv Vaidyanathan

Pharmacy Faculty Articles and Research

BACKGROUND: Employers have increased efforts to engage employees in health and wellness programs. Providing employees with incentives to participate in these programs has been shown to improve overall enrollment and engagement. One program that has had challenges with enrollment and engagement is medication therapy management (MTM).

OBJECTIVES: To (a) determine how individuals evaluate different financial incentives to improve participation in an MTM program and (b) measure the effect of participant characteristics on incentive preference.

METHODS: This study was composed of a paper-based survey administered to participants after focus group sessions. Participants included MTMeligible beneficiaries from 2 employer groups and included …

Reducing Medication Errors In Pneumonia Patients During Transitions Of Care, Laressa Bethishou, Noah Fang, Lisa Shieh

Pharmacy Faculty Articles and Research

Purpose: At Stanford Health Care, as part of a hospital-wide initiative to reduce pneumonia readmission rates, an interdisciplinary collaborative effort was created between physicians and transitions of care (ToC) pharmacists to optimize discharge planning and medication management for pneumonia patients. The purpose of this study was to describe the impact of the ToC pharmacist in identifying and reducing medication errors on discharge for pneumonia patients.

Methodology: Retrospective chart review was conducted on patients discharged with a pneumonia diagnosis between December 2015 to Feb 2016. Patients were stratified based on whether they received ToC pharmacist medication review vs. standard …

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."

"A Guide To The California Immunization Registry And Its Use To Enhance The Delivery Of Immunization Services, Albert Bach, Jeffery A. Goad, Steven P. Nickell

Pharmacy Faculty Articles and Research

Pharmacists in California are assuming a greater role as independent providers of immunizations for children and adults under Senate Bill 493 (SB 493). One of the requirements for pharmacists as independent providers of immunizations in California is that they must report their administered doses to the California immunization registry system (CAIR). The National Vaccine Advisory Committee Standards for Immunization Practice also supports this practice by recommending that all immunizing providers report vaccinations to their local and state immunization information systems (IIS). This document presents background and specific features of CAIR; best practice recommendations for the use of IIS lookup, forecasting, …

Actionable Patient Safety Solution (Apss) #3b: Antimicrobial Stewardship: The Role Of A Pharmacy And The Microbiology Lab In Patient Safety, Jerika Lam, Jason Yamaki, Ron Jordan, Celine Peters, Steven Barker, Michael Ramsay, Ariana Longley, Joe Kiani

Pharmacy Faculty Articles and Research

This report presents a plan of action for introducing an Antimicrobial Stewardship Plan (ASP) to combat the inappopriate use of antimicrobial drugs, which are a significant cause of patient morbidity and mortality.

Associations Between Modifiable Health-Risk Behaviors And Personality Types, Jon C. Schommer, Paul D. Tieger, Anthony W. Olson, Lawrence M. Brown

Pharmacy Faculty Articles and Research

Objectives: The first objective for this study was to explore if characteristics of personality type (using the Preferred Communication Style Questionnaire) are associated with the following modifiable health-risk behaviors: smoking, exercise, alcohol consumption, nutrition, sleep, depression-related stress, anxiety-related stress, healthcare professional usage, and self-discipline. The second objective for this study was to explore if characteristics of personality type are associated with (1) the quality of patient-physician relationships, (2) patient-physician communication, and (3) preferred method for receiving information.

Methods: Data were collected from 10,500 adult individuals residing in the United States via an on-line, self-administered survey coordinated by Qualtrics …

Actionable Patient Safety Solution (Apss) #3a: Medication Errors, Ron Jordan, Jerika Lam, Anne Lyren, Nathaniel Sims, Coco Yang

Pharmacy Faculty Articles and Research

This report presents a plan of action for introducing a program to reduce medication errors, which are a major cause of patient morbidity and mortality.

Actionable Patient Safety Solution (Apss) #3c: Improve Prevention Of Severe Hypoglycemia, Jerika Lam, Steven Barker, Michael Ramsay, Ariana Longley, Joe Kiani

Pharmacy Faculty Articles and Research

This report presents a plan of action for introducing a "program to reduce errors in the recognition and treatment of [severe hypoglycemia]".

Actionable Patient Safety Solution (Apss) #3d: Pediatric Adverse Drug Events, Ron Jordan, Jerika Lam, Nathaniel Sims, Anne Lyren, Coco Yang

Pharmacy Faculty Articles and Research

This report presents a plan of action for introducing a "program to reduce the incidence of pediatric adverse drug events (pADEs) and harm ... [that] combine[s] leadership strategies, software (healthcare IT), hardware (drug compounding systems, drug delivery technology, and physiological monitoring systems), and most importantly people (changes in clinical practice, protocols and education)" to protect pediatric patients.

Identifying Complexity In Infectious Diseases Inpatient Settings: An Observation Study, Don Roosan, Charlene Weir, Matthew Samore, Makoto Jones, Moom Roosan, Gregory J. Stoddard, Guilherme Del Fiol

Pharmacy Faculty Articles and Research

Background
Understanding complexity in healthcare has the potential to reduce decision and treatment uncertainty. Therefore, identifying both patient and task complexity may offer better task allocation and design recommendation for next-generation health information technology system design.

Objective
To identify specific complexity-contributing factors in the infectious disease domain and the relationship with the complexity perceived by clinicians.

Method
We observed and audio recorded clinical rounds of three infectious disease teams. Thirty cases were observed for a period of four consecutive days. Transcripts were coded based on clinical complexity-contributing factors from the clinical complexity model. Ratings of complexity on day 1 for …

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 …

Surveillance, Epidemiological, And Virological Detection Of Highly Pathogenic H5n1 Avian Influenza Viruses In Duck And Poultry From Bangladesh, Wahedul Karim Ansari, Md Safiullah Parvej, Mohamed E. El Zowalaty, Sally Jackson, Stephen A. Bustin, Adel K. Ibrahim, Md Tanvir Rahman, Han Zhang, Mohammad Ferdousur Rahman Khan, Md Mostakin Ahamd, Md. Fasiur Rahman, Marzia Rahman, Khm Nazmul H. Nazir, Sultan Ahmed, Md Liakot Hossenn, Md Abdul Kafi, Mat Yamage, Nitish C. Debnath, Graba Ahmed, Hossam Ashour, Md Masoud, Ayman Noreddin, Md B. Rahman

Pharmacy Faculty Articles and Research

Avian influenza viruses (AIVs) continue to pose a global threat. Waterfowl are the main reservoir and are responsible for the spillover of AIVs to other hosts. This study was conducted as part of routine surveillance activities in Bangladesh and it reports on the serological and molecular detection of H5N1 AIV subtype. A total of 2169 cloacal and 2191 oropharyngeal swabs as well as 1725 sera samples were collected from live birds including duck and chicken in different locations in Bangladesh between the years of 2013 and 2014. Samples were tested using virus isolation, serological tests and molecular methods of RT-PCR. …

Incorporating Indications Into Medication Ordering — Time To Enter The Age Of Reason, Gordon Schiff, Enrique Seoane-Vazquez, Adam Wright

Pharmacy Faculty Articles and Research

"In our current era of transparent, patient-centered medicine, such sentiments would hardly be accepted. Unfortunately, patients are often still in the dark regarding the purposes of their medications. It is said that there are five “rights” required for safe medication ordering and use: the right patient, the right drug, the right dose, the right time, and the right route. But there’s a sixth element that must be correct — and we believe it’s time to add to each prescription an ingredient that’s currently conspicuously missing: the right indication. This pivotal element affects and complements the other five, and considering it …

Actionable Patient Safety Solution (Apss) #3b: Improve Prevention Of Severe Hypoglycemia, Ron Jordan, Jerika Lam, Laura Batz Townsend, Steven Barker, Thomas Corlett, Paul Jansen, Chris Jerry, Ariana Longley, Steve Mullenix, Robert Nickell, Rachael Raynes, Rochelle Sandell, Jason Yamaki

Pharmacy Faculty Articles and Research

"Severe hypoglycemia (SH) causes significant morbidity and occasional mortality in hospitalized patients. The establishment of an effective program to reduce errors in the recognition and treatment of SH requires an implementation plan that includes the following actionable steps[.]"

The Impact Of Information Technology On Patient Engagement And Health Behavior Change: A Systematic Review Of The Literature, Suhila Sawesi, Mohamed Rashrash, Kanitha Phalakornkule, Janet S. Carpenter, Josette F. Jones

Pharmacy Faculty Articles and Research

Background: Advancements in information technology (IT) and its increasingly ubiquitous nature expand the ability to engage patients in the health care process and motivate health behavior change.

Objective: Our aim was to systematically review the (1) impact of IT platforms used to promote patients’ engagement and to effect change in health behaviors and health outcomes, (2) behavior theories or models applied as bases for developing these interventions and their impact on health outcomes, (3) different ways of measuring health outcomes, (4) usability, feasibility, and acceptability of these technologies among patients, and (5) challenges and research directions for implementing …