Racial and Ethnic Disparity in Healthcare Expenditure and Resource Utilization Among Patients with Cardiovascular Diseases.

BACKGROUND: Despite extensive research, significant gaps remain in understanding racial disparity among individuals with cardiovascular diseases (CVD). These disparities, influenced by factors such as access to care and comorbid conditions, necessitate further investigation to develop targeted interventions. AIM: To evaluate the factors contributing to racial and ethnic disparities in healthcare resource utilization and total healthcare expenditure among individuals with CVD. METHODS: Using data from the Medical Expenditure Panel Survey spanning 2014-2021, total healthcare expenditure and having a CVD visit were compared among Hispanic, Black, and White adults with CVD. Descriptive analysis, linear regression, and logistic regression models were used to compare the results. Multivariable models were used to evaluate the effect of demographic and socioeconomic factors on total healthcare expenditure and the likelihood of having a CVD visit among different races. RESULTS: With a weighted sample of 17,722,706, the study found that Hispanic and Black cohorts had 23% and 11% lower healthcare expenditures (both p < 0.001). Hispanic and Black cohorts also had lower odds of having a CVD visit (odds ratio [OR] = 0.61, 95% confidence interval [CI]:0.55-0.68; OR = 0.58, 95% CI: 0.52-0.65, respectively) compared to the White cohort. Key predictors included physical and cognitive limitations, insurance status, income, region, and the year of data collection. CONCLUSION: This study highlights the need for targeted interventions to address healthcare disparities and promote health equity among minority populations with CVD.

Understanding Pharmacy Students' Preparedness towards Counseling over Cannabis Use Disorder.

The rise in cannabis use prompts significant concerns regarding pharmacy students' abilities to counsel patients over cannabis use disorder. This study aims to understand pharmacy students' preparedness to counsel patients with cannabis use disorder (CUD) and evaluate the relationship between knowledge, attitudes towards medical cannabis (MC) and recreational cannabis (RC), and behavior intention (BI) to counsel over CUD. A cross-sectional survey was administered to pharmacy students. Descriptive analyses of sample characteristics were assessed with the t-test and one-way ANOVA test. Pearson correlation and linear regression were conducted, measuring the strength and direction of relationships. The average scores for knowledge, attitudes towards MC use and RC, and behavioral intention were 81% (SD 16%), 4.13 (SD 0.75), 3.28 (0.80), and 2.74 (1.00). Significant correlations were observed between knowledge-attitudes toward MC, knowledge-attitudes towards RC, and attitudes towards RC-behavioral intentions. Linear regression indicated attitudes towards MC use and RC, academic year, awareness of MC use legality, obtained knowledge, and past patient interaction were significantly associated with behavioral intention on confidence in counseling over CUD. There is a gap in students' behavioral intention to counsel. These findings emphasize the importance of ample preparation that enables student pharmacists to address patient needs related to cannabis use confidently.

The role of implementing instructional design principles on learner experience with training in current good manufacturing practices (cGMP).

INTRODUCTION: The objective of the study was to assess if improvement of the learner experience could be achieved through the use of instructional design strategies in current Good Manufacturing Practices (cGMP) training. This is a novel application in a topic that is known to be boring but is critical to ensuring patient safety. METHODS: An experimental randomized controlled repeated measures cross-over design was utilized in a sample of pharmacy students to determine the effect of an intervention training strategy (which utilized a mix of strategies including weeding, signaling, use of multimedia, and optimized space and type) on the learner experience (Evaluation, Overall Satisfaction, Perceived Knowledge, and Future Recommendation) compared with a control. RESULTS: The sample of 52 pharmacy students that participated evaluated the intervention training strategy with higher scores than the control, with better overall satisfaction, perceived knowledge, and future recommendation scores than the control training strategy. Thus, an apparent effect which resulted from the use of instructional design strategies was seen for all learner experience variables (p < .01). CONCLUSION: Improvement in the learner experience can be achieved by using instructional design strategies in cGMP training. This indicates that similar results could be obtained in other topics where such techniques have not yet been applied.

Integrated curriculum in the United States pharmacy programs.

INTRODUCTION: In the last decade, significant changes in pharmaceutical sciences have influenced the delivery of pharmacy education in Pharmacy programs. Integrated curriculum is one such method considered. We aimed to describe the perceived level of integrated curriculum among PharmD programs in the US. METHODS: From October 26th, 2021, until January 18th, 2022, faculty administrators across 138 US pharmacy colleges were surveyed. Data was collected regarding each program's perceived curriculum integration and assessment integration. Characteristics of each college, including region and the type of school (public/private), were obtained from the PharmCAS website. Programs were categorized into high-integration and low-integration groups for analysis purposes. Descriptive and comparative analysis by the level of curriculum integration was performed. RESULTS: Overall, 60 colleges completed surveys (participation rate = 43.48%). Most schools were from the South region (38.33%) and public colleges (53.33%). The average perceived curriculum integration was 45% (SD = 23.69), while the average perceived assessment integration was 36% (SD = 25.52). Pharmacy practice [clinical sciences] (76.67%) was the most common discipline considered for integration, and the social and administrative sciences (21.67%) was the discipline least commonly considered for integration. Case-based learning (95%) was the most common pedagogy strategy to integrate knowledge from different disciplines. CONCLUSIONS: Integrated curriculum implementation in the US PharmD programs varied across colleges. While most programs integrated their clinical practice courses, social and administrative sciences was the course least commonly integrated. Very limited progress in assessment integration was perceived.

Patterns of immunotherapy utilization for non-small cell lung cancer in Texas pre- and post-regulatory approval.

PURPOSE: Immunotherapy has shown remarkable benefits for non-small cell lung cancer (NSCLC) since approved by the US Food and Drug Administration (FDA). Texas, however, ranks below the national average in access to treatment for NSCLC. This retrospective cohort study assessed first-line immunotherapy treatment patterns and associated factors pre- and post-FDA approval in Texas. METHODS: Patients ≥18 years diagnosed with NSCLC from the Texas Cancer Registry database (2011-2018) and were stratified into pre- and post-FDA approval era. The rates of immunotherapy utilization were examined, and the average annual percent change (AAPC) in immunotherapy utilization across patient subgroups was compared. Multivariable logistic regression was used to identify associations of patient characteristics with immunotherapy utilization for patients with metastatic- and all-stage NSCLC. RESULTS: A total of 13,501 and 9509 patients with NSCLC were identified in pre-post-approval periods, respectively. Post-approval, immunotherapy utilization increased from 1.7 to 13.0%, and AAPC from 54.8 to 82.7%. Pre-approval, patients living in a county with ≥20% of households below the poverty level were less likely to receive immunotherapy (OR = 0.73, 95% CI = 0.61-0.94) while patients with private insurance were more likely to receive immunotherapy (OR = 1.56, 95% CI = 1.10-2.23). Post-approval, socioeconomic disparities were more prominent (10-19.9 and ≥20% of households below the poverty level: OR = 0.77, 95% CI = 0.66-0.90 and OR = 0.71, 95% CI = 0.60-0.86, respectively). Patients with metastatic NSCLC showed similar patterns of socioeconomic disparities pre- and post-approval. CONCLUSIONS: Our findings suggest that patients' socioeconomic status hinders immunotherapy utilization for NSCLC in Texas. This emphasizes the need for state health policy reforms such as Medicaid expansion and tailored cancer care strategies.

Consumer Likelihood to Seek Information on OTC Medicines.

There is concern as to whether the public use OTC (over-the-counter) medicines with due diligence. The objective was to quantify the likelihood and extent people would seek information on OTC medicines in relation to 10 non-medicine products as a surrogate of the importance consumers place on them. Citizens of one Canadian province estimated the likelihood and extent (scale of 1 to 10) they would search for information when considering a purchase. The survey had two lists-a MIXED products list (5 OTC medicine categories and 10 non-medicine products) and an OTC MEDICINES list (15 categories). Five hundred and seventy-five surveys were obtained (response rate 19.2 percent). The average age was 63.0 years and 61.6 percent were female. The mean search likelihood for the 15 products on the MIXED list ranged from 2.2 to 7.4. There was more intention to search for information involving OTC medicines (mean = 5.0) than non-medicine products (mean = 4.1). There was a weak positive correlation in search likelihood relative to OTC medicine familiarity. This study revealed that the likelihood of searching for information prior to purchase is not particularly robust. With a plethora of information currently available to consumers, motivation to access it is what may need attention.

Economic burden of nonadherence to standards of diabetes care.

OBJECTIVES: To evaluate the effect of nonadherence to American Diabetes Association (ADA) guidelines on health care expenditures for patients with type 2 diabetes (T2D). STUDY DESIGN: Retrospective cross-sectional cohort design, utilizing 2016-2018 Medical Expenditure Panel Survey data. METHODS: Patients with a diagnosis of T2D who completed the supplemental T2D care survey were included in the study. Participants were categorized based on adherence to the 10 processes in the ADA guidelines into adherent (≥ 9 processes) and nonadherent (≤ 6 processes) categories. Propensity score matching was employed using a logistic regression model. After matching, total annual health care expenditure change from baseline year was compared using a t test. Further, imbalanced variables were controlled for in a multivariable linear regression model. RESULTS: A total of 1619 patients representing 15,781,346 (SE = 438,832) individuals met the inclusion criteria, among whom 12.17% received nonadherent care. After propensity matching, those who received nonadherent care had $4031 higher total annual health care expenditures compared with their baseline year, whereas patients who received adherent care had $128 lower total annual health care expenditures compared with their baseline year. Further, multivariable linear regression adjusted for the imbalanced variables indicated that nonadherent care was associated with a mean (SE) $3470 ($1588) increase in the change from baseline health care expenditure. CONCLUSIONS: Nonadherence to the ADA guidelines results in a significant increase in health care expenditures among patients with diabetes. The economic impact of nonadherent care for T2D is a significant and extensive issue that needs to be addressed. These findings emphasize the importance of providing care based on ADA guidelines.

Incremental health care expenditures for non-Hodgkin lymphoma in comparison with other cancers: Analysis of national survey data.

BACKGROUND: Non-Hodgkin lymphoma (NHL) is among the most common cancers in the United States, with an estimated annual incidence of more than 80,000 and a high survival rate. However, limited national data exist regarding the health care burden of NHL. OBJECTIVE: To evaluate the incremental health care expenditures among patients with NHL using the Medical Expenditure Panel Survey (MEPS) data compared with patients with other cancers. METHODS: This observational cross-sectional study included all patients with NHL (≥ 18 years) and all individuals diagnosed with other cancers from the MEPS 2014-2019. The components of health care expenditures included hospital inpatient care, office-based visits, outpatient care, emergency department, prescription medications, dental, home health, and other expenditures. Patients with NHL and those diagnosed with other cancers were identified from the full-year consolidated MEPS Household Component 2014-2019. Descriptive weighted analysis was used to compare the health care expenditure components between individuals with NHL and all other cancers. A 2-part model using probit and generalized linear models with a log link function was used to estimate the incremental increase in total health care expenditures for NHL compared with all other cancers. RESULTS: According to the MEPS, there were 0.74 million patients with NHL (95% CI = 0.62-0.86) and 27.91 million patients with other cancers (95% CI = 26.69-29.13) annually. Most of the patients with NHL were White (78.36%), male (60.67%), and older than 65 years (45.8%). The unadjusted analysis indicated a total annual expenditure of $21,698 (95% CI = $16,752-$26,645) for NHL, which was significantly higher than the annual expenditure for patients with other cancers ($15,029 [95% CI = $14,476-$15,582]). Most of the total health expenditure of both the NHL group and the other cancers group was distributed in 3 categories of hospital inpatient care (29.15% vs 26.29%), office-based visits (28.10% vs 25.08%), and prescription medications (19.03% vs 22.57%). Based on the 2-part model adjusted for all covariates, the annual health care expenditure for NHL was $7,284 (95% CI = $1,432-$13,135), higher than the expenditure of patients diagnosed with all other cancers. Among the health care expenditure components, the office-based visits were $2,641 higher for patients with NHL compared with the other cancers group (95% CI = $1,129-$4,153). CONCLUSIONS: The economic burden of NHL is higher compared with other cancers. Most of the NHL expenditures were attributable to hospital inpatient services and office-based visits. The study findings can inform value-based care considerations because of a better understanding of utilization and care patterns for NHL. DISCLOSURES: Dr Aparasu has received research funding from Astellas Inc., Incyte Corp., Gilead, and Novartis Inc. for projects unrelated to the current work. The other authors declare no conflicts of interest for this article. We confirm that this work is original and has not been published elsewhere, nor is it currently under consideration for publication elsewhere.

COVID-19 Maternal Prevention Behavior and Future Intention to Vaccinate for Children.

BACKGROUND: During the COVID-19 pandemic, this study aimed to understand how a mother's current COVID-19 prevention behaviors were associated with the mother's future intention to vaccinate their children against COVID-19. METHODS: Using a cross-sectional online survey, mothers who had at least one child between 3 and 15 years old were recruited. COVID-19 prevention behaviors evaluated were wearing a mask, appropriate coughing/sneezing, social distancing, staying home, and handwashing. Participants' age, marital status, race, educational level, incidence of COVID-19 infection in the household, healthcare worker in the household, and future intention to vaccinate children were obtained. RESULTS: Among the 595 participants, 38.3% indicated they did not intend to use the COVID-19 vaccine for their children. Participants with no intention for vaccination had lower mean scores on wearing masks (p < 0.0001), social distancing (p < 0.0001), staying home (p < 0.0001), and handwashing (p < 0.05). The incidence of COVID-19 infection in the household was associated with a lower mean score of staying home (p < 0.01). CONCLUSION: Our findings indicate that most mothers were compliant with the CDC recommended guidelines at the time of the survey. Mothers who indicated high adherence to prevention behaviors had a higher likelihood to consider vaccination for their children. Now that the COVID-19 vaccine is available for children as young as six months, healthcare providers need to be aware of the relationship between current prevention behaviors and future intention to vaccinate. They need to counsel parents appropriately with recommendations for children to keep practicing prevention behaviors.

Consumer Impressions of the Safety and Effectiveness of OTC Medicines.

The public generally believes OTC medicines to be helpful for treating minor ailments. From a survey point of view, that position often originates from feedback obtained when these medicines are considered as one broad category. The objective of the study was to assess the properties of 15 categories of agents across three dimensions-effectiveness, safety, and familiarity. Data were gathered via an online non-random survey in one Canadian province, where residents were asked to consider 15 OTC medicine categories in terms of those dimensions. Five hundred and seventy-five completed surveys were obtained out of 3000 sent. On the 10-point effectiveness scale, values ranged from 5.1 (Athlete's foot cream) to 7.3 (headache medicine). For safety, the medicines were closely grouped (6.0 to 7.4). Cough syrups for children were perceived as less safe than those for adults. There was a trend in that, as product familiarity grew, so did impressions of safety and effectiveness. The results support other reports where OTC medicines are described as safe and effective, although safety ratings were not particularly high. Responders considered these medicines to generally be higher in safety than effectiveness.

Demographics of and Costs to Users of Chiropractic Services in the United States with Neck or Back Pain not Meeting Guideline-Based Minimum Treatment Frequency Thresholds.

Context: Acceptance of chiropractic services as an effective therapy for neck or back pain has been well established with randomized controlled trials (RCTs); however, there have been limited observations made on the treatment frequency patterns seen in the real world. Objective: The purpose of this study is to identify chiropractic users with neck or back pain who did not meet recommended treatment frequency guidelines and examine their demographics and chiropractic costs. Design: In this cross-sectional retrospective study, the nationally representative 2017 Medical Expenditure Panel Survey database was used. Setting: This study used nationally representative US survey data. Participants: Inclusion criteria were adults aged 18 years and older with a diagnosis of neck or back pain with one or more chiropractic visits in 2017. Outcomes Measures: Chiropractic utilization was categorized as concordant or discordant with treatment frequency guidelines; concordant was defined as 5 or more visits to a chiropractor within any 2-month time frame or at least 12 total visits during the year. Discordant was defined as circumstances not meeting concordant criteria. The groups were compared by demographics including age, sex, race, region, years of education, health insurance coverage, employment status, family income, presence of headache diagnosis, Charlson Comorbidity Index score and the presence of any limitation of physical function. Comparisons were made between the two groups using Chi-squared tests. Logistic regression was used to adjust for covariates. Results: There were 159 and 310 adults classified as concordant and discordant, respectively (weighted total: 1 849 108 [31.44%] and 4 032 541 [68.56%], with significantly different mean chiropractic costs of $2555 and $434, respectively. Significant independent predictors of discordant chiropractic utilization were race, years of education, family income and the presence of any limitation of physical function. Conclusions: Most chiropractic users with diagnosed neck or back pain were considered discordant with treatment frequency guidelines, which may indicate inefficiencies in treatment and inefficient use of healthcare resources.

Parents' intention to have their child vaccinated at a community pharmacy: A national cross-sectional survey.

BACKGROUND: During the coronavirus disease 2019 pandemic, pediatric vaccination rates for routine childhood vaccines have been declining. To boost pediatric immunizations, pharmacists in the United States may order and administer age-appropriate vaccines to children of 3 years of age and older without a prescription. OBJECTIVE: The objective of this study was to examine parents' intention to have their young children between 3 and 10 years of age vaccinated in a community pharmacy setting. METHODS: A survey instrument was designed based on the health belief model (HBM). The cross-sectional survey was administered online via Qualtrics Panels to parents in the United States with at least 1 child between the ages of 3 and 10 years. Confirmatory factor analysis was used to estimate the correlation between each of the HBM constructs and a 3-item scale measuring parents' intention to have their children between the ages of 3 and 10 vaccinated in a community pharmacy. RESULTS: There were 416 usable responses collected for an effective response rate of 25.95%. Most participants were white (79.09%) and female (51.44%), and many had a graduate degree (48.32%). More than half of parents (69.7%) indicated they would be willing to have their child vaccinated in a community pharmacy. Intention to have their child vaccinated in a pharmacy was most strongly corrected with health benefit beliefs (ψ 0.79 [95% CI 0.75-0.83]), (ψ 0.86 [95% CI 0.83-0.89])cues to action, and perceived convenience.(ψ 0.71 [95% CI 0.66-0.76]). CONCLUSION: Many parents have high intention to vaccinate their young children in community pharmacies. Parents should be educated and informed about services that community pharmacies offer. Stakeholders need to engage in interventions targeted at promoting health benefits of getting vaccinations at a pharmacy and strong recommendations from health care providers.

Prevalence and Correlates of Self-Medication Practices for Prevention and Treatment of COVID-19: A Systematic Review.

It has been suggested that the COVID-19 pandemic led to an increase in self-medication practices across the world. Yet, there is no up-to-date synthesized evidence on the prevalence of self-medication that is attributable to the pandemic. This study aimed to conduct a systematic literature review on the prevalence and correlates of self-medication for the prevention and treatment of COVID-19 globally. The review was registered with the PROSPERO database. Searches were conducted following PRISMA guidelines, and relevant articles published between 1 April 2020 and 31 March 2022 were included. Pooled prevalence rate was conducted using the Meta package in R. A total of 14 studies from 14 countries, which represented 15,154 participants, were included. The prevalence of COVID-19-related self-medication ranged from 3.4-96%. The pooled prevalence of self-medication for this purpose was 44.9% (95% CI: 23.8%, 68.1%). Medications reported by studies for self-medication were antibiotics (79%), vitamins (64%), antimalarials (50%), herbal and natural products (50%), analgesics and antipyretics (43%), minerals and supplements (43%), cold and allergy preparations (29%), corticosteroids (14%), and antivirals (7%). The prevalence of self-medication with antibiotics is concerning. More public health education about responsible self-medication amidst the COVID-19 pandemic and future pandemics is required to mitigate the rising threat of antimicrobial resistance.

Effect of inadequate care on diabetes complications and healthcare resource utilization during management of type 2 diabetes in the United States.

OBJECTIVE: To estimate the effects of inadequate type 2 diabetes mellitus (T2D) care on health outcomes, utilizing a model that incorporates patient, physician, and health-system factors. METHODS: The most recently available (years 2016-2018) Medical Expenditure panel survey longitudinal data was used to identify adults with type 2 diabetes who had received inadequate diabetes care. American Diabetes Association Standards of Diabetes guidelines were used to define inadequate care, resulting in five categories: lifestyle management, immunization, pharmacologic therapy, physical examination, and laboratory evaluation. For each of the five categories, propensity score 1:1 matching was used to match individuals who received inadequate care to similar individuals who did not. After matching, cohorts were followed for one year. The cohorts were compared by total healthcare expenditure change from baseline, total emergency healthcare visits change from baseline, total newly developed diabetes-related complications, and total days absent from school or work change from baseline. RESULTS: 1,619 adults with T2D, representing 15,781,346 individuals met study inclusion criteria, of which 22.60%, 22.80%, 49.21%, 23,93%, and 23,45% received inadequate lifestyle management, immunizations, pharmacologic therapies, physical examinations, and laboratory tests, respectively. After propensity score matching, those who had received inadequate care had increased healthcare expenditure change from baseline and more new diabetes-related complications in the following year. After adjusting for residual covariate imbalance, those that had received inadequate pharmacologic therapies had approximately 0.20 increased instances of emergency healthcare utilization and 0.10 increase in new diabetes-related complications. Those that had received inadequate laboratory tests had 0.26 additional increased instances emergency healthcare utilization. CONCLUSION: Inadequate T2D care is an extensive issue that may have substantial economic burden and may lead to increased diabetes-related complications. Those who did not receive medications or laboratory tests that were consistent with ADA guidelines had significantly increased emergency healthcare utilization in the following year. These findings highlight the importance of careful monitoring of T2D.

General Anxiety, Academic Distress, and Family Distress Among Doctor of Pharmacy Students.

Objective. To examine the prevalence of general anxiety among Doctor of Pharmacy (PharmD) students and the role of academic distress and family distress in causing general anxiety.Methods. A cross-sectional study was conducted among first, second, and third year PharmD students. All students received an online survey consisting of the Counseling Center Assessment of Psychological Symptoms-62 (CCAPS-62) questionnaire and sample characteristics. Variables from CCAPS-62 considered in this study included academic distress and family distress measured on a three-level scale: no, low, and high clinical level. Data on gender, race, work status, and physical activity were also collected. Descriptive and multinomial logistic regression were conducted to identify factors associated with general anxiety.Results. Of the 238 students who took the online survey (63% response rate), the majority were female (67%) and Asian (49%). Overall, 69 first year, 75 second year, and 94 third year students participated. The prevalence of general anxiety was 50%, with equal distribution (25% each) among high-clinical and low-clinical general anxiety groups. High academic distress and high family distress were associated with a greater probability of a student having high general anxiety.Conclusion. General anxiety was quite prevalent among pharmacy students. Identification and implementation of strategies to lower general anxiety as well as academic distress is of great importance. Also, understanding and enhancing the role of family members in students' lives is essential. College administrators can provide support for students as well as for family members to make improvements in these areas.

Combined effect of different teaching strategies on student performance in a large-enrollment undergraduate health sciences course.

Students' course performance is fundamental for any institution to carry out its academic mission. Often, in-class disengagement and lack of after-class course support in large-enrollment classes trigger academic problems for students. This leads to poor exam performance and an increased rate of final letter grade of a D or F or student withdrawal (DFW), an indicator of students' poor academic success. Changing teaching strategies by using interventions that incorporate student-student interaction and student-faculty interaction may offer the opportunity to improve course performance. In this retrospective study, we examined the effect of changing teaching strategies on student course performance of 5,553 students enrolled in an undergraduate health sciences course over a span of 20 semesters. Three different interventions namely 1) daily low-stake in-class quizzes, 2) team-based learning, and 3) after-class review sessions were incorporated as teaching strategies. To assess the combined effect of these strategies' students' performance in the intervention period (12 semesters) was compared with control period (8 semesters). Student performance in the course was measured by exam grades; overall score; percentage of students receiving letter grades and A, B, C; and DFW rates. The data indicated that in the intervention period, exam scores increased by 6.6%, overall course score increased by 6.2%, percentage of students receiving letter grade A/B increased by 21.3%, percentage of students receiving letter grade C decreased by 6.9%, and the DFW rates decreased by 14.5%. Overall, changing teaching strategies through incorporation of these interventions improved students' performance in the course.

Factors Associated with Entering the Prescription Drug Coverage Gap Among Medicare Beneficiaries with Chronic Obstructive Pulmonary Disease.

Patients with chronic obstructive pulmonary disease (COPD) need long-term use of COPD medications to manage their conditions. However, COPD patients enrolling in Medicare Advantage plans (MAPs) may enter the coverage gap, resulting in increasing financial burden. The purpose of this study was to identify characteristics of COPD patients who enter the Medicare coverage gap and the factors associated with time to enter the coverage gap. A retrospective cross-sectional study was conducted using a Texas MAP database between 2011 and 2014. Patients aged ≥65 years with a diagnosis of COPD and taking medication to treat COPD were included. Patients were divided into mainly 2 groups: "no gap" versus "gap," based on their pharmacy outpatient spending. Within "gap," patients were further categorized into "coverage gap" and gap with "catastrophic coverage." Multinomial logistic regression was conducted to identify characteristics associated with reaching "coverage gap" and "catastrophic coverage." Cox proportional hazards were performed to evaluate factors associated with time to reaching "coverage gap." A total of 3142 COPD patients were identified: "no gap" (79%) and "gap" (21%). Among patients in "gap," 51% fell into "catastrophic coverage." Age, low-income subsidy (LIS) level, and Centers for Medicare & Medicaid (CMS) risk score were significant factors associated with entering both "coverage gap" and "catastrophic coverage." Younger age, greater CMS risk score, and higher LIS benefit were associated with a higher hazard ratio of reaching the coverage gap. These characteristics may assist health maintenance organizations to identify beneficiaries who can potentially be provided with services with or without counseling on drug utilization.

Development and evaluation of additional college of pharmacy admittance variables: Life experiences and holistic composite scores.

INTRODUCTION: This study aimed to develop and evaluate new variables for assessment of doctor of pharmacy (PharmD) program candidates. METHODS: Two new admissions variables were created. The life experiences variable included number of awards, letter of reference scores, degree attainment, publications, prior academic suspension, leadership experience, work experience, and a diversity score. The holistic composite variable consisted of Pharmacy College Admission Test score, pre-pharmacy grade point average (GPA), interview score, and the new life experiences score. Variables were retroactively applied to prior admissions data, and scores of successful applicants were compared to scores of unsuccessful applicants. RESULTS: A total of 968 applicants from the 2015 and 2016 applicant pools were included in the evaluation analysis. Applicants offered admission had higher average scores for life experiences and holistic composite variables compared to those that were not offered admission (63.6 vs. 59.95 and 77.3 vs. 64, respectively). The life experiences and holistic composite scores were positively correlated with an offer of admission (0.142 and 0.547, respectively) and post-admission GPA (0.211 and 0.433, respectively) and negatively correlated with applicants accepting the offer of admission (-0.158 and - 0.25, respectively). CONCLUSIONS: The holistic composite score was strongly predictive of an offer for admission and post-admission academic success, indicating that it may be a useful tool in assessing applicants. As new data becomes available, revisions could be considered to the life experiences score to better predict offer of an interview, offer of admission, and post-admission academic success.

Medication Use Before and After Hospitalization for Chronic Obstructive Pulmonary Disease in a Cohort of Elderly Patients with a Medicare Advantage Plan.

BACKGROUND: Several medications, including long-acting bronchodilators (LABDs), are critical to the management of chronic obstructive pulmonary disease (COPD). Clinical guidelines recommend the initiation of an LABD for COPD posthospitalization to prevent exacerbations. COPD can limit a patient's exercise tolerance, mobility, and ability to work. Disease exacerbations resulting from inadequate treatment have contributed to increased medical costs and morbidity. OBJECTIVES: To analyze the prescription fills for COPD medications, especially LABDs, before and after COPD-related hospitalization, in elderly patients, and to evaluate factors associated with prescription fills of LABDs after COPD-related hospitalization. METHODS: This retrospective cohort study included patients with COPD aged ≥65 years who enrolled in Cigna-HealthSpring Medicare Advantage plans in Texas between 2011 and 2014. The index hospitalization was the first hospitalization with a primary diagnosis of COPD. Based on prescription fills within 180 days of the postindex discharge date, eligible patients were divided into 4 groups, by types of medication used. Prescription fills were compared during the 180-day preindex admission and 180-day postindex discharge. RESULTS: Of the 1352 patients included, 12% received LABDs and 26% received any COPD medication. The LABD group versus the no-LABD group and the COPD medication group versus the no-COPD medication group were more likely to have a higher Charlson Comorbidity Index (CCI) score. McNemar's tests indicated that the proportions of patients who filled any COPD medication prescription increased from before to after hospitalization. Overall, 69% of patients did not fill any COPD medication during the study period. Adjusted analysis indicated that patients with a higher CCI score who filled an LABD prescription or at least 1 other COPD medication within 180 days before hospitalization were more likely to fill an LABD prescription after hospitalization; filling an inhaled corticosteroid (ICS) prescription before hospitalization was associated with not filling an LABD prescription after hospitalization. CONCLUSIONS: Although filling an LABD and other COPD medications increased after hospitalization, the overall prescription fills for LABDs according to clinical guidelines was low in elderly patients. Patients with COPD who underutilized LABDs for maintenance therapy and relied more on ICSs before hospitalization were less likely to fill a prescription for an LABD after hospitalization. Future studies should evaluate patients' reasons for medication underutilization.

Drug Enforcement Administration Rescheduling of Hydrocodone Combination Products Is Associated With Changes in Physician Pain Management Prescribing Preferences.

Due to rising misuse, the Drug Enforcement Administration (DEA) moved hydrocodone combination products (HCPs) from DEA Schedule III to DEA Schedule II in October 2014. Aside from increasing regulatory scrutiny, rescheduling may have increased the administrative burden surrounding HCP prescribing. This study explored how HCP rescheduling and associated administrative barriers may have affected physician treatment of acute (aNCP) and chronic (cNCP) noncancer pain. To this end, physician members of the Texas Medical Association completed a self-administered online questionnaire. Pharmacotherapy treatment plan was measured with two questions asking physicians whether they were more likely to recommend HCPs, acetaminophen/codeine (APAP/codeine), nonsteroidal anti-inflammatory drugs (NSAIDs), tramadol, or other agents for the treatment of aNCP and cNCP. Two Likert-scaled items were used to assess administrative burden. In total, 1365 physicians responded (response rate = 15.39%). Physicians more frequently selected APAP/codeine (37%) for aNCP and tramadol (44%) for cNCP. A majority (78.8%) of physicians agreed that rescheduling led to modified prescribing, and those in agreement were significantly less likely than those who disagreed to prescribe HCPs for aNCP (24.2% vs. 56.4%; χ2 = 68.6, P < .001) and cNCP (16.9% vs. 37%; χ2 = 36.1, P < .001). Rescheduling and associated administrative burden are both associated with modified physician HCP prescribing in both aNCP and cNCP.