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McCormick CD, Sullivan PS, Qato DM, Crawford SY, Schumock GT, Lee TA. Adherence and persistence of HIV pre-exposure prophylaxis use in the United States. Pharmacoepidemiol Drug Saf 2024; 33:e5729. [PMID: 37937883 DOI: 10.1002/pds.5729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 08/21/2023] [Accepted: 11/06/2023] [Indexed: 11/09/2023]
Abstract
PURPOSE To describe medication adherence and persistence of HIV PrEP overall and compare between sex and age groups of commercially insured individuals in the United States. METHODS We conducted a national retrospective cohort study of the Merative MarketScan Claims Database from 2011 to 2019 to describe adherence and persistence of PrEP overall and compared between sex and age groups. High adherence was defined as ≥80% of proportion of days covered and persistence was measured in days from initiation to the first day of a 60-day treatment gap. RESULTS A total of 29 689 new PrEP users identified. Overall adherence was high (81.9%; 95% confidence interval [CI]: 81.5%-82.3%). Females were more adherent than males (adjusted odds ratio [aOR] 1.87; 95% CI: 1.50-2.34), while those ≥45-years were less adherent than individuals <45-years (aOR 0.87: 95% CI: 0.81-0.93). More than half of individuals discontinued therapy within the first year (median 238.0 days; interquartile range 99.0-507.0 days). Females were less persistent than males (hazard ratio [HR] 1.49; 95% CI: 1.34-1.65), and people ≥45-years old were more persistent (i.e., lower risk of discontinuation) than those <45-years (HR 0.43; 95% CI: 0.33-0.55). CONCLUSIONS These findings show adherence to daily PrEP is high among commercially insured individuals but the majority still discontinue in the first year. Future research should investigate what factors influence PrEP discontinuation among this population and ways to reduce barriers to therapy maintenance to ensure the population-level benefits of PrEP treatment.
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Paramithiotis E, Varaklis C, Pillet S, Shafiani S, Lancelotta MP, Steinhubl S, Sugden S, Clutter M, Montamat-Sicotte D, Chermak T, Crawford SY, Lambert BL, Mattison J, Murphy RL. Integrated antibody and cellular immunity monitoring are required for assessment of the long term protection that will be essential for effective next generation vaccine development. Front Immunol 2023; 14:1166059. [PMID: 38077383 PMCID: PMC10701527 DOI: 10.3389/fimmu.2023.1166059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 11/06/2023] [Indexed: 12/18/2023] Open
Abstract
The COVID pandemic exposed the critical role T cells play in initial immunity, the establishment and maintenance of long term protection, and of durable responsiveness against novel viral variants. A growing body of evidence indicates that adding measures of cellular immunity will fill an important knowledge gap in vaccine clinical trials, likely leading to improvements in the effectiveness of the next generation vaccines against current and emerging variants. In depth cellular immune monitoring in Phase II trials, particularly for high risk populations such as the elderly or immune compromised, should result in better understanding of the dynamics and requirements for establishing effective long term protection. Such analyses can result in cellular immunity correlates that can then be deployed in Phase III studies using appropriate, scalable technologies. Measures of cellular immunity are less established than antibodies as correlates of clinical immunity, and some misconceptions persist about cellular immune monitoring usefulness, cost, complexity, feasibility, and scalability. We outline the currently available cellular immunity assays, review their readiness for use in clinical trials, their logistical requirements, and the type of information each assay generates. The objective is to provide a reliable source of information that could be leveraged to develop a rational approach for comprehensive immune monitoring during vaccine development.
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McCormick CD, Sullivan PS, Qato DM, Crawford SY, Schumock GT, Lee TA. Trends of nonoccupational postexposure prophylaxis in the United States. AIDS 2023; 37:2223-2232. [PMID: 37650765 DOI: 10.1097/qad.0000000000003701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
OBJECTIVE To describe national annual rates of nonoccupational postexposure prophylaxis (nPEP) in the United States. DESIGN Retrospective cohort study of commercially insured individuals in the Merative MarketScan Database from January 1, 2010 to December 31, 2019. METHODS Patients at least 13 years old prescribed nPEP per recommended Centers for Disease Control and Prevention guidelines were identified using pharmacy claims. Rates of use were described overall and stratified by sex, age group, and region. These rates were qualitatively compared to the diagnosis rates of human immunodeficiency virus (HIV) observed in the data. Joinpoint analysis identified inflection points of nPEP use. RESULTS Eleven thousand, three hundred and ninety-seven nPEP users were identified, with a mean age of 33.7 years. Most were males (64.6%) and lived in the south (33.2%) and northeast (32.4%). The rate of nPEP use increased 515%, from 1.42 nPEP users per 100 000 enrollees in 2010 to 8.71 nPEP users per 10 000 enrollees in 2019. The comparative nPEP use rates among subgroups largely mirrored their HIV diagnosis rates, that is, subgroups with a higher HIV rate had higher nPEP use. In the Joinpoint analysis significant growth was observed from 2012 to 2015 [estimated annual percentage change (EAPC): 45.8%; 95% confidence interval (CI): 29.4 - 64.3] followed by a more moderate increase from 2015 to 2019 (EAPC 16.0%; 95% CI: 12.6-19.6). CONCLUSIONS nPEP use increased from 2010 to 2019, but not equally across all risk groups. Further policy interventions should be developed to reduce barriers and ensure adequate access to this important HIV prevention tool.
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McCormick CD, Sullivan PS, Qato DM, Crawford SY, Schumock GT, Lee TA. Adherence to HIV Pre-Exposure Prophylaxis Testing Guidelines in the United States. AIDS Patient Care STDS 2023. [PMID: 37204299 DOI: 10.1089/apc.2023.0062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/20/2023] Open
Abstract
Testing guidelines for initiation of pre-exposure prophylaxis (PrEP) for human immunodeficiency virus (HIV) have been developed to ensure appropriate use of PrEP, such as among those with renal dysfunction or at high risk of seroconversion. While many studies have looked at the trends of use of PrEP in the United States, little is known about compliance with these guidelines, the quality of care of PrEP at a national level, or what provider-level factors are associated with high-quality care. We conducted a retrospective claims analysis of providers of commercially insured new users of PrEP between January 1, 2011, and December 31, 2019. Of the 4200 providers, quality of care was low, with only 6.4% having claims for ≥60% of guideline-recommended testing for their patients in the testing window for all visits. More than half of the providers did not have claims for HIV testing at initiation of PrEP and ≥40% did not for sexually transmitted infections at both initiation and follow-up visits. Even when extending the testing window, quality of care remained low. Logistic regression models found no association between provider type and high quality of care, but did find that providers with one PrEP patient were more likely to have higher quality of care than those with multiple patients for all tests [adjusted odds ratio 0.47 (95% confidence interval: 0.33-0.67)]. The study findings suggest further training and interventions, such as integrated test ordering through electronic health records, are needed to increase quality of care for PrEP and ensure appropriate monitoring of patients.
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Paramithiotis E, Sugden S, Papp E, Bonhomme M, Chermak T, Crawford SY, Demetriades SZ, Galdos G, Lambert BL, Mattison J, McDade T, Pillet S, Murphy R. Cellular Immunity Is Critical for Assessing COVID-19 Vaccine Effectiveness in Immunocompromised Individuals. Front Immunol 2022; 13:880784. [PMID: 35693815 PMCID: PMC9179228 DOI: 10.3389/fimmu.2022.880784] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 04/12/2022] [Indexed: 12/28/2022] Open
Abstract
COVID-19 vaccine clinical development was conducted with unprecedented speed. Immunity measurements were concentrated on the antibody response which left significant gaps in our understanding how robust and long-lasting immune protection develops. Better understanding the cellular immune response will fill those gaps, especially in the elderly and immunocompromised populations which not only have the highest risk for severe infection, but also frequently have inadequate antibody responses. Although cellular immunity measurements are more logistically complex to conduct for clinical trials compared to antibody measurements, the feasibility and benefit of doing them in clinical trials has been demonstrated and so should be more widely adopted. Adding significant cellular response metrics will provide a deeper understanding of the overall immune response to COVID-19 vaccination, which will significantly inform vaccination strategies for the most vulnerable populations. Better monitoring of overall immunity will also substantially benefit other vaccine development efforts, and indeed any therapies that involve the immune system as part of the therapeutic strategy.
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Stubbings J, Crawford SY, Menighan TE. A safe in-home disposal system with every opioid prescription? Food and Drug Administration is considering a potential new Risk Evaluation and Mitigation Strategy that could impact pharmacists. J Am Pharm Assoc (2003) 2021; 62:413-418. [PMID: 34872856 DOI: 10.1016/j.japh.2021.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/22/2021] [Accepted: 11/04/2021] [Indexed: 10/19/2022]
Abstract
Misuse of prescription opioids contributes to the ongoing crisis of opioid-related overdose and deaths in the United States. The failure of patients and caregivers to safely dispose of unused opioids contributes to the problems. In 2018, Public Law 115-271 provided the U.S. Food and Drug Administration (FDA) authority to mandate a Risk Evaluation and Mitigation Strategy (REMS) for safe disposal packaging or safe disposal solutions for opioid analgesic medications. The FDA has been collaborating with stakeholders to determine whether a new REMS is needed. A new or revised opioid REMS could substantially affect opioid packaging, pharmacist roles and services, and dispensing activities such as education, counseling, and product distribution. The pharmacy profession has provided limited input to FDA regarding a potential new or revised opioid REMS. In this commentary, we aim to (1) provide awareness and raise questions on pertinent issues regarding opioid use and safe home disposal, (2) offer considerations for regulators on needed research in the development and assessment of a new REMS, and (3) highlight actions for pharmacist engagement in patient care services to promote safe use and safe home disposal of opioids. Consideration of a potential mandate regarding enhanced safety packaging or safe disposal solutions for opioids presents opportunities to revisit professional roles and engage proactively with the FDA and other stakeholders. We hope this commentary stimulates timely feedback by pharmacy leaders, researchers, and practitioners on whether and how options for safe home disposal of opioids should be included in a REMS in contemplation of potential benefits, unintended consequences, expanded professional roles, timeline, assessment of program effectiveness, and adequate compensation. We support a shared opioid REMS that funds the counseling of patients and caregivers on safe opioid use and safe home opioid disposal options and provides appropriate education and products to facilitate that disposal.
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Okorie-Awé C, Crawford SY, Sharp LK, Jaki BU, Kachlic MD. A faculty and staff workshop on microaggression and implicit bias: Knowledge and awareness of student, faculty, and staff experiences. CURRENTS IN PHARMACY TEACHING & LEARNING 2021; 13:1200-1209. [PMID: 34330399 DOI: 10.1016/j.cptl.2021.06.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 03/01/2021] [Accepted: 06/10/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND PURPOSE This paper describes the context and experiences of a workshop to raise knowledge and awareness of a college of pharmacy's faculty and staff about microaggressive behaviors and implicit biases. The workshop was intended to provide a non-threatening, interactive, and informative professional development program to demonstrate the cumulative marginalizing effects on students, faculty, and staff who may perceive themselves as targets. EDUCATIONAL ACTIVITY AND SETTING A half-day workshop was conducted during July 2018. Participants were initially provided with definitions and categories of microaggression and implicit bias. To bring the subject matter "alive" and foster receptivity, interactive videos were shown with scenarios depicting situations reflective of microaggressions and implicit biases. College faculty, staff, and students made these relatable. To foster objectivity, an outside consultant was hired to facilitate the ensuing roundtable and plenary discussions. FINDINGS Sixty-eight participants responded to a pre-survey designed by the workshop team, and 78% indicated never having attended a training/seminar on microaggression and/or implicit bias. Sixty-two individuals responded to the post-survey with 92% indicating increased knowledge gained from workshop. Anecdotal reports suggested that the workshop had an ongoing impact, as faculty and staff continued the discussions in subsequent months and requested additional training sessions. SUMMARY The workshop heightened awareness and increased faculty and staff knowledge on microaggressive behaviors, implicit biases, and the potential consequences thereof. It also demonstrated the importance of addressing conversations that are perceived as difficult, in order to create a diverse and inclusive workplace and learning environment for all.
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Nakata C, Sharp LK, Spanjol J, Cui AS, Izberk-Bilgin E, Crawford SY, Xiao Y. Narrative arcs and shaping influences in long-term medication adherence. Soc Sci Med 2021; 285:114264. [PMID: 34329922 DOI: 10.1016/j.socscimed.2021.114264] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 07/11/2021] [Accepted: 07/22/2021] [Indexed: 11/30/2022]
Abstract
Long-term adherence to medications is not well understood and poses a significant challenge for many chronically ill persons. Past research provides insights on adherence in short durations such as a day or several weeks, even though chronically ill patients are required to take medications for periods as long as a lifetime. To fill this important knowledge gap, we study the temporal unfolding of prolonged medication-taking experiences among thirty adults, mostly African American, with chronic hypertension in the U.S. Specifically, we take an extended, experience-centered, narrative approach to examine retrospective patient accounts of adherence efforts over spans of one year to more than four decades. Applying Gergen and Gergen's concept of narrative forms (1983), we find four distinct narrative arcs, or patterned sequences of medication consumption, that we term Out of the Gate, Existential Turn, Fits and Starts, and Slow Climb, along with individual and social elements that shape and shift practices in the context of time.
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Saffore CD, Pickard AS, Crawford SY, Fischer MA, Sharp LK, Pointer S, Lee TA. Secondary effects of an opioid-focused academic detailing program on non-opioid controlled substance prescribing in primary care. Subst Abus 2021; 42:962-967. [PMID: 33750286 DOI: 10.1080/08897077.2021.1900989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Background: Educational outreach programs that focus on safe opioid prescribing and awareness of state prescription monitoring programs may modify clinicians' prescribing behavior. The objective of this study was to evaluate the secondary effects of an opioid-focused academic detailing (AD) program on non-opioid controlled substance prescribing in primary care. Methods: A quasi-experimental pre-post study of primary care clinicians exposed and unexposed to the AD program was conducted using data from the Illinois Prescription Monitoring Program from December 2017 to February 2019. Outcomes were mean monthly prescriptions for benzodiazepines (BZD), non-BZD sedative-hypnotics, and carisoprodol, per clinician. A difference-in-differences (DID) approach utilizing repeated-measures mixed-effects linear regression models was used to compare changes in outcomes six-months before and after the program. Results: Mean monthly BZD prescriptions declined in both groups of clinicians (AD-exposed n = 151; controls n = 399) after implementation of the AD program. Although the mean monthly number of BZD prescriptions decreased in both groups after the AD program, BZD prescribing in the AD-exposed group declined at a slower rate following the AD program (DID = 0.73; 95% CI: 0.14, 1.31). The AD-exposed group had a 0.06 (95% CI: -0.11, -0.01) lower rate of mean monthly carisoprodol prescriptions compared to the control group following the AD program. There was no change in the rate of mean monthly non-BZD sedative-hypnotic prescriptions between the two groups. Conclusions: The higher relative rate of BZD prescribing in the AD-exposed group compared to the control group following the AD program may be reflective of an unintended consequence of opioid-focused AD programs as clinicians learn to be cautious about opioid prescribing. Our findings may suggest the need for incorporation of targeted education on appropriate BZD prescribing into opioid-focused AD programs as a featured component. These findings warrant further consideration and investigation before large-scale implementation of opioid-focused educational outreach programs.
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Lee I, Lee TA, Crawford SY, Kilpatrick RD, Calip GS, Jokinen JD. Impact of adverse event reports from marketing authorization holder-sponsored patient support programs on the performance of signal detection in pharmacovigilance. Expert Opin Drug Saf 2020; 19:1357-1366. [PMID: 32662668 DOI: 10.1080/14740338.2020.1792883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
OBJECTIVES Marketing authorization holder (MAH)-sponsored patient support programs (PSPs) are a major source of adverse event (AE) reports. The impact of reports from PSPs on the ability to detect AE signals is unclear. We compared signal detection performance using data from PSPs vs. non-PSP sources, and between PSPs providing clinical services vs. PSPs not providing clinical services. METHODS Data were obtained from an internal safety database for a global pharmaceutical company 2015-2017. We assessed whether signals were detected for the reference drug-AE pairs using data from PSPs vs. non-PSP sources, and among different PSP services. The performance was evaluated by four measures including area under the receiver operating characteristic curve (AUC) and time-to-signal detection. RESULTS While the majority of reports were from PSPs, non-PSP sources were better and faster at detecting signals (AUC 0.63 vs. 0.41, p = 0.035; HR 3.52, p = 0.014) compared to PSPs. Within PSPs, PSPs providing clinical services were marginally better at detecting signals (AUC 0.60 vs. 0.41, p = 0.053) but not faster compared to PSPs not providing clinical services. CONCLUSION Reports of AEs from PSPs had worse signal detection performance compared to non-PSP sources. Pharmacovigilance experts should be mindful when using databases that contain reports from PSPs for signal detection.
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Crawford SY, Boyd AD, Nayak AK, Venepalli NK, Cuellar S, Wirth SM, Hsu GIH. Patient-centered design in developing a mobile application for oral anticancer medications. J Am Pharm Assoc (2003) 2019; 59:S86-S95.e1. [PMID: 30745188 DOI: 10.1016/j.japh.2018.12.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 11/28/2018] [Accepted: 12/11/2018] [Indexed: 01/14/2023]
Abstract
OBJECTIVES To develop and test the usability and feasibility of a customizable mobile application (app) designed to help educate patients about their oral anticancer medications (OAMs) and regimens. SETTING Outpatient cancer center and oncology pharmacy for urban, Midwestern academic health system. PRACTICE DESCRIPTION Clinically-supervised educational intervention to support patients learning about OAMs. PRACTICE INNOVATION With input from patient partners, our interdisciplinary team designed the first known tablet-based educational app that can interface with a patient's electronic medical record. The app is based on learning style and adherence theories and is customizable for individually prescribed OAMs. The app can accommodate multiple learning styles through text at 6th-grade reading level, pictures, animations, and audio voiceovers. Functionalities include interactive educational modules on 11 OAMs and case-based patient stories on common barriers to OAM adherence. EVALUATION Early phase testing provided the opportunity to observe the user interface with the app and app functionality. Data were summarized descriptively from observations and comments of patient subjects. RESULTS Thirty patient subjects provided input-19 in phase 1 usability testing and 11 in phase 2 feasibility testing. Comments provided by patient subjects during usability testing were largely positive. Responses included self-identification with patient stories, usefulness of drug information, preferences for text messages, and app limitations (e.g., perceived generational digital divide in technology use and potential patient inability to receive text messages). Using their feedback, modifications were made to the prototype app. Responses in feasibility testing demonstrated the app's usefulness across a wide range of ages. Highest opinion ratings on app usefulness were stated by patients who were newer to OAM therapy. CONCLUSION User feedback suggests the potential benefit of the app as a tool to help patients with cancer, particularly after the first months for those starting new OAM regimens. Processes and lessons learned are transferable to other settings.
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Hedlund NG, Isgor Z, Zwanziger J, Rondelli D, Crawford SY, Hynes DM, Powell LM. Drug Shortage Impacts Patient Receipt of Induction Treatment. Health Serv Res 2018; 53:5078-5105. [PMID: 30198560 DOI: 10.1111/1475-6773.13028] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE Examine the impact of the 2011 shortage of the drug cytarabine on patient receipt and timeliness of induction treatment for Acute Myeloid Leukemia (AML). STUDY DESIGN A retrospective cohort was utilized to examine odds of receipt of inpatient induction chemotherapy and time to first dose across major (N = 105) and moderate (N = 316) shortage time periods as compared to a nonshortage baseline (N = 1,147). DATA COLLECTION/EXTRACTION METHODS De-identified patient data from 2008 to 2011 Surveillance, Epidemiology, and End Results (SEER) were linked to 2007-2013 Medicare claims and 2007-2013 Hospital Characteristics. PRINCIPAL FINDINGS Compared to prior nonshortage time period, patients diagnosed during a major drug shortage were 47 percent less likely (p < .05) to receive inpatient chemotherapy within 14 days of diagnosis. Patients who were younger, had a lower Charlson Comorbidity score, and for whom AML was a first primary cancer were prioritized across all periods. CONCLUSIONS Period of major shortage of a generic oncolytic, without an equivalent therapeutic substitute, reduced timely receipt of induction chemotherapy treatment. More favorable economic and regulatory policies for generic drug suppliers might result in greater availability of essential, older generic drug products that face prolonged or chronic shortage.
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Popovich NG, Okorie-Awé C, Crawford SY, Balcazar FE, Vellurattil RP, Moore TW, Schriever AE. Assessing Students' Impressions of the Cultural Awareness of Pharmacy Faculty and Students. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2018; 82:6161. [PMID: 29491497 PMCID: PMC5822940 DOI: 10.5688/ajpe6161] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 05/19/2017] [Indexed: 05/07/2023]
Abstract
Objective. To determine pharmacy students' impressions of their faculty's interactions with diverse student and patient populations. Methods. Three student focus groups were convened. Eighty-four page transcripts were coded, and emergent themes were identified by qualitative analysis. Results. Students defined diversity as multidimensional beyond traditional categories. Emergent themes were faculty awareness or lack of awareness of cultural diversity, disparate cultural perspectives and preferences within student groups, teaching/learning approaches to prepare students to be more culturally competent, and student group dynamics. First- and second-year students emphasized student-to-student interactions, while third- and fourth-year students emphasized a lack of preparation for the realities of contemporary practice based on instructional methods. Conclusion. Students perceived the majority of their pharmacy faculty to be culturally sensitive and aware, but microaggression and discrimination from faculty and student peers were experienced. Study implications can potentially improve curricular offerings, cultural awareness of faculty and students, and care to diverse patient populations.
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Hsu GIH, Crawford SY, Paolella G, Cuellar S, Wirth SM, Venepalli NK, Wang E, Hughes D, Boyd AD. Design of Customized Mobile Application for Patient Adherence to Oral Anticancer Medications Utilizing User-Centered Design. THE JOURNAL OF BIOCOMMUNICATION 2017; 41:e3. [PMID: 36405405 PMCID: PMC9139883 DOI: 10.5210/jbc.v41i1.7499] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Adherence and compliance to oral anticancer medications (OAMs) can be challenging for patients due to their complex regimens. The goal of this research project was to design an effective and engaging user interface (UI), based on user-centered design (UCD) and incorporate animations, to reinforce and improve patient's understanding of the key aspects of taking OAMs. This current paper encompasses the development process and describes the initial phase of the project, which focused on the design and development of the tablet-based educational application (app). A UCD approach was implemented by consulting with oncology clinicians and patients at an early stage of development. Animations were developed and incorporated to convey complex medical concepts and information. An iterative design process will help ensure that the tool is customized for patient engagement.
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Shinde S, Crawford SY. The Science of Safety – An Emerging Concept in Medication Use and Research. Innov Pharm 2016. [DOI: 10.24926/iip.v7i3.445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Most published reports of patient safety in clinical practice focus largely on the culture of safety in complex health systems, separate from pre-approval and postmarketing research-related safety considerations for drugs, biologics, and other medical products. The science of safety requires a linked integrated perspective, i.e., an iterative process examining and relating safety concerns from drug or biologic discovery and development in preclinical stages, clinical trials and post-market use, research, surveillance, and potential regulatory changes. This commentary addresses the science of safety across the lifecycle of drug and biological products, regulatory considerations, barriers, and research needs. This paper provides a brief overview on how the functioning of healthcare systems affects the safety environment and describes how stakeholder involvement, research participation, and targeted education and training can help facilitate better safety measures and practices, provide improved quality of care to patients, and contribute to the science of safety.
Conflict of Interest
We declare no conflicts of interest or financial interests that the authors or members of their immediate families have in any product or service discussed in the manuscript, including grants (pending or received), employment, gifts, stock holdings or options, honoraria, consultancies, expert testimony, patents and royalties".
Type: Commentary
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Awé C, Gaither CA, Crawford SY, Tieman J. A Comparative Analysis of Perceptions of Pharmacy Students' Stress and Stressors across Two Multicampus Universities. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2016; 80:82. [PMID: 27402985 PMCID: PMC4937977 DOI: 10.5688/ajpe80582] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Accepted: 07/01/2015] [Indexed: 05/22/2023]
Abstract
Objective. To compare perceived levels of stress, stressors, and academic self-efficacy among students at two multicampus colleges of pharmacy. Methods. A survey instrument using previously validated items was developed and administered to first-year, second-year, and third-year pharmacy students at two universities with multiple campuses in spring 2013. Results. Eight hundred twenty students out of 1115 responded (73.5% response rate). Institutional differences were found in perceived student stress levels, self-efficacy, and stress-related causes. An interaction effect was demonstrated between institution and campus type (main or branch) for perceived stress and self-efficacy although campus type alone did not demonstrate a direct effect. Institutional and campus differences existed in awareness of campus counseling services, as did a few differences in coping methods. Conclusion. Stress measures were similar for pharmacy students at main or branch campuses. Institutional differences in student stress might be explained by instructional methods, campus support services, institutional climate, and nonuniversity factors.
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Crawford SY, Awé C, Tawk RH, Simon Pickard A. A Cross Sectional and Longitudinal Study of Pharmacy Student Perceptions of Readiness to Serve Diverse Populations. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2016; 80:62. [PMID: 27293229 PMCID: PMC4891860 DOI: 10.5688/ajpe80462] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 09/02/2015] [Indexed: 05/22/2023]
Abstract
Objective. To examine students' self-perceptions at different stages in a pharmacy curriculum of competence related to serving culturally diverse patients and to compare self-reported competence of a student cohort near the beginning and end of the degree program. Methods. Student perceptions across four pharmacy class years were measured in a cross-sectional survey, with a follow-up longitudinal survey of one cohort three years later. Results. Based on an 81.9% response rate (537/656), scores showed no attitude changes. Reported knowledge, skills, comfort in clinical encounters, and curricular preparedness increased across program years. Fourth-year (P4) pharmacy students reported the highest scores. Scores differed by gender, age, and race/ethnicity. Students in the fourth year scored lower on importance of diversity training. Conclusion. Improved perceptions of readiness (ie, knowledge and behavior) to serve diverse groups suggest the curriculum impacts these constructs, while the invariance of student attitudes and association of self-reports with programmatic outcomes warrant further investigation.
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Crawford SY, Schumock GT, Ursan ID, Ursan JD, Walton SM, Donnelly AJ. Comparison of pharmacy services at critical access hospitals and other rural and small hospitals in Illinois. Am J Health Syst Pharm 2014; 70:1313-21. [PMID: 23867488 DOI: 10.2146/ajhp120442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The results of a survey evaluating pharmacy services and technology use at critical access hospitals (CAHs) and other small and rural hospitals in Illinois are reported. METHODS A mail survey was sent to pharmacy directors at 86 CAHs and other rural and small hospitals in Illinois not designated as CAHs. Independent sample t tests and chi-square statistics were used to compare CAHs and non-CAHs in areas such as pharmacy services, staffing, use of technology, and sterile compounding practices. RESULTS The survey response rate was 46.5%, with usable data received from 40 hospitals. Analysis of the survey data indicated that hospitals designated as CAHs were significantly less likely than non-CAHs to have automatic therapeutic interchange policies (p = 0.012) and more likely to conduct pharmacist-provided educational programs on medication costs for physicians and other health care personnel (p = 0.037). Relative to non-CAHs, CAHs were significantly less likely to have automated dispensing cabinets (p = 0.016) and to out-source the preparation of sterile products to offsite vendors (p = 0.012); pharmacy directors at CAHs were less likely to report the use of technology for remote medication order entry or review (p = 0.038). At both types of facilities, pharmacists typically have both distributive and clinical responsibilities, and patient-specific clinical pharmacy services (e.g., patient education or counseling, other drug therapy monitoring, medication reconciliation, pharmacokinetic consultations) are offered at similar frequencies. CONCLUSION A survey of pharmacy departments at small and rural hospitals in Illinois determined that there were more similarities than differences between CAHs and non-CAHs. The survey indicated significant differences in dispensing processes, the use of technology and drug policy tools, and outsourcing of sterile product preparation.
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Svarstad BL, Kotchen JM, Shireman TI, Brown RL, Crawford SY, Mount JK, Palmer PA, Vivian EM, Wilson DA. Improving refill adherence and hypertension control in black patients: Wisconsin TEAM trial. J Am Pharm Assoc (2003) 2013; 53:520-9. [PMID: 24030130 PMCID: PMC4930551 DOI: 10.1331/japha.2013.12246] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
OBJECTIVE To assess the effectiveness and sustainability of a 6-month Team Education and Adherence Monitoring (TEAM) intervention for black patients with hypertension in community chain pharmacies. DESIGN Cluster randomized trial. SETTING 28 chain pharmacies (14 TEAM and 14 control) in five Wisconsin cities from December 2006 to February 2009. PARTICIPANTS 576 black patients with hypertension. INTERVENTION Trained pharmacist-technician teams implemented a 6-month intervention using scheduled visits, Brief Medication Questionnaires (BMQs), and novel toolkits for facilitating medication adherence and pharmacist feedback to patients and physicians. Control participants received patient information only. MAIN OUTCOME MEASURES Refill adherence (≥80% days covered) and changes in systolic blood pressure (SBP), diastolic blood pressure, and blood pressure control using blinded assessments at 6 and 12 months. RESULTS At baseline, all patients had blood pressure of 140/90 mm Hg or more. Of those eligible, 79% activated the intervention (mean 4.25 visits). Compared with control participants at 6 months, TEAM participants achieved greater improvements in refill adherence (60% vs. 34%, P < 0.001), SBP (-12.62 vs. -5.31 mm Hg, P < 0.001), and blood pressure control (50% vs. 36%, P = 0.01). Six months after intervention discontinuation, TEAM participants showed sustained improvements in refill adherence ( P < 0.001) and SBP ( P = 0.004), though the difference in blood pressure control was not significant ( P < 0.05) compared with control participants. Analysis of intervention fidelity showed that patients who received the full intervention during months 1 through 6 achieved significantly greater 6- and 12-month improvements in refill adherence and blood pressure control compared with control participants. CONCLUSION A team-based intervention involving community chain pharmacists, pharmacy technicians, and novel toolkits led to significant and sustained improvements in refill adherence and SBP in black patients with hypertension.
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Walton SM, Ursan ID, Crawford SY, Donnelly AJ, Schumock GT. Survey of pharmacy staffing levels and vacancy rates in small and rural hospitals in Illinois. Am J Health Syst Pharm 2013; 70:1392-6. [DOI: 10.2146/ajhp120455] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Schumock GT, Ursan ID, Crawford SY, Walton SM, Donnelly AJ. Pharmacy practice in small and rural hospitals in Illinois—2011. Am J Health Syst Pharm 2013; 70:1144-52. [DOI: 10.2146/ajhp120437] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Crawford SY, Alhreish SK, Popovich NG. Comparison of learning styles of pharmacy students and faculty members. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2012; 76:192. [PMID: 23275657 PMCID: PMC3530054 DOI: 10.5688/ajpe7610192] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 07/17/2012] [Indexed: 06/01/2023]
Abstract
OBJECTIVES To compare dominant learning styles of pharmacy students and faculty members and between faculty members in different tracks. METHODS Gregorc Style Delineator (GSD) and Zubin's Pharmacists' Inventory of Learning Styles (PILS) were administered to students and faculty members at an urban, Midwestern college of pharmacy. RESULTS Based on responses from 299 students (classes of 2008, 2009, and 2010) and 59 faculty members, GSD styles were concrete sequential (48%), abstract sequential (18%), abstract random (13%), concrete random (13%), and multimodal (8%). With PILS, dominant styles were assimilator (47%) and converger (30%). There were no significant differences between faculty members and student learning styles nor across pharmacy student class years (p>0.05). Learning styles differed between men and women across both instruments (p<0.01), and between faculty members in tenure and clinical tracks for the GSD styles (p=0.01). CONCLUSION Learning styles differed among respondents based on gender and faculty track.
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Crawford SY. An innovative seminar course in business etiquette for pharmacy graduate students. AMERICAN JOURNAL OF PHARMACEUTICAL EDUCATION 2012; 76:177. [PMID: 23193341 PMCID: PMC3508491 DOI: 10.5688/ajpe769177] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2012] [Accepted: 06/26/2012] [Indexed: 05/22/2023]
Abstract
OBJECTIVES To develop and implement a seminar course for graduate students in the social and administrative pharmaceutical sciences to enhance knowledge and confidence with respect their abilities to demonstrate appropriate business etiquette. DESIGN A 1-credit graduate seminar course was designed based on learner-centered constructivist theory and application of Fink's Taxonomy for Significant Learning.Assessment. Eleven students participated in the spring 2011 seminar course presentations and activities. Students completed pre- and post-assessment instruments, which included knowledge and attitudinal questions. Formative and summative assessments showed gains in student knowledge, perceived skills, and confidence based on observation and student-reported outcomes. CONCLUSION Graduate student reaction to the course was overwhelmingly positive. The etiquette course has potential application in doctor of pharmacy education, other graduate disciplines, undergraduate education, and continuing professional development.
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Shepherd MD, Crawford SY. An Investigation of What Factors Are Important to the Elderly in Selecting a Pharmacy and Purchasing Drug Products. ACTA ACUST UNITED AC 2011. [DOI: 10.3109/j058v02n01_05] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Liu FX, Alexander GC, Crawford SY, Pickard AS, Hedeker D, Walton SM. The impact of Medicare Part D on out-of-pocket costs for prescription drugs, medication utilization, health resource utilization, and preference-based health utility. Health Serv Res 2011; 46:1104-23. [PMID: 21609328 DOI: 10.1111/j.1475-6773.2011.01273.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVES To quantify the impact of Medicare Part D eligibility on medication utilization, emergency department use, hospitalization, and preference-based health utility among civilian noninstitutionalized Medicare beneficiaries. STUDY DESIGN Difference-in-differences analyses were used to estimate the effects of Part D eligibility on health outcomes by comparing a 12-month period before and after Part D implementation using the Medical Expenditure Panel Survey. Models adjusted for sociodemographic characteristics and health status and compared Medicare beneficiaries aged 65 and older with near elderly aged 55-63 years old. PRINCIPAL FINDINGS Five hundred and fifty-six elderly and 549 near elderly were included. After adjustment, Part D was associated with a U.S.$179.86 (p=.034) reduction in out-of-pocket costs and an increase of 2.05 prescriptions (p=.081) per patient year. The associations between Part D and emergency department use, hospitalizations, and preference-based health utility did not suggest cost offsets and were not statistically significant. CONCLUSIONS Although there was a substantial reduction in out-of-pocket costs and a moderate increase in medication utilization among Medicare beneficiaries during the first year after Part D, there was no evidence of improvement in emergency department use, hospitalizations, or preference-based health utility for those eligible for Part D during its first year of implementation.
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