Framework for an interprofessional experience addressing health and disability for health professional students

BACKGROUND AND PURPOSE

A Health and Disabilities Interprofessional Education (IPE) course was implemented to join three healthcare disciplines together to collaboratively plan, implement, and reflect on professional roles and responsibilities. The goal and purpose of this course was to create an advancement of interprofessional education and practice within health science professions early in their students' programs utilizing innovative teaching methods working directly with individuals with disabilities.

EDUCATIONAL ACTIVITY AND SETTING

72 students were assigned to interprofessional teams of 10-11 people. Through asynchronous and synchronous learning activities, student teams worked together to plan and conduct community-based client interviews.

FINDINGS

Quantitative and qualitative evaluation methods were used to explore the impact of interprofessional experiential learning experiences. Qualitative data showed a greater awareness and understanding of the different roles and responsibilities in interprofessional teams as well as a greater appreciation for the value of interacting with persons with disabilities (PWD) during their training. Quantitative data showed a significant change in students' understanding of their roles and responsibilities as a member of an interprofessional team, their confidence with working with PWD in a future healthcare capacity, as well as their understanding of how the social determinants of health may influence the healthcare experience of a PWD.

SUMMARY

Interprofessional education and experiential learning opportunities are good ways to facilitate "real" patient care experiences and team roles and responsibilities. This enables healthcare students to practice communication, build relationships, and understand the lived experience of their patients.

Opioid prescription patterns among commercially insured children with and without cerebral palsy

PURPOSE

This study aimed to describe opioid prescription patterns for children with vs. without cerebral palsy (CP).

METHODS

This cohort study used commercial claims from 01/01/2015-12/31/2016 and included children aged 2-18 years old with and without CP. Opioid prescription patterns (proportion exposed, number of days supplied) were described. A zero-inflated generalized linear model compared the proportion exposed to opioids in the follow-up year (2016) and, among those exposed, the number of days supplied opioids between cohorts before and after adjusting for age, gender, race, U.S. region of residence, and the number of co-occurring neurological/neurodevelopmental disabilities (NDDs).

RESULTS

A higher proportion of children with (n = 1,966) vs. without (n = 1,219,399) CP were exposed to opioids (12.1% vs. 5.3%), even among the youngest age group (2-4 years: 9.6% vs. 1.8%), and had a greater number of days supplied (median [interquartile range], 8 [5-13] vs. 6 [4-9] days; P < 0.05). Comparing children with opioid exposure with vs. without CP, a greater number of days supplied was identified for older age, Asian race/ethnicity, and without co-occurring NDDs, and a lower number of days supplied was observed for Black race/ethnicity and with ≥1 co-occurring NDDs.

CONCLUSION

Children with CP are more likely to be exposed to opioids and have a higher number of days supplied.

Risk of post-fracture pneumonia and its association with cardiovascular events and mortality in adults with intellectual disabilities

Objective

Fragility fractures are associated with an increased risk of pneumonia, which is a leading cause of death in adults with intellectual disabilities; however, the timing and complications of post-fracture pneumonia are underinvestigated. The objectives of this study were to determine the 30-day pneumonia rate post-fracture and the association of post-fracture pneumonia with mortality and cardiovascular events among adults with intellectual disabilities.

Methods

This retrospective cohort study was conducted using Medicare and commercial claims from 01 January 2011 to 31 December 2016. Incidence of pneumonia 30 days after a fragility fracture among adults ≥18 years old with intellectual disabilities (Fx cohort) was compared to the incidence among matched adults with intellectual disabilities without fractures (w/oFx cohort) and the general population of patients with an incident fragility fracture (GP+Fx). For the Fx cohort, Cox regression was used to examine the adjusted association of time-varying pneumonia (within 30 days post-fracture) with mortality and incidence of cardiovascular events 0-30, 31-365, and 366-730 days post-fracture.

Results

There was a high-early rate of pneumonia within 30 days post-fracture for young, middle-aged, and elderly adults with intellectual disabilities (n = 6,183); this rate was 2.2- to 6.1-fold higher than the rate among the w/oFx (n = 12,366) and GP+Fx (n = 363,995) cohorts (all P < 0.05). For the Fx cohort, post-fracture 30-day incidence of pneumonia was associated with an increased 30-day rate of mortality (adjusted HR [aHR] = 5.19; 95% confidence interval [CI] = 3.68-7.32), heart failure (aHR = 2.96; 95% CI = 1.92-4.56), and cerebrovascular disease (aHF = 1.48; 95% CI = 0.93-2.35; P = 0.098), with sustained effects to 1 year for heart failure (aHR = 1.61; 95% CI = 1.19-2.17) and 2 years for mortality (aHR = 1.39; 95% CI = 1.06-1.83), and without evidence of effect modification by age.

Discussion

Adults with intellectual disabilities are vulnerable to post-fracture pneumonia within 30 days, and complications arising from this, across the adult lifespan, and not only during the elderly years.

Short Report: Where do caregivers of persons with intellectual or developmental disabilities obtain information about medication?

BACKGROUND/AIMS/METHODS

Medication information is available from many sources. This short report provides a simple description of where caregivers of people with intellectual/developmental disability (IDD) obtain medication information, and compares these sources between family caregivers and direct support professionals (DSP).

PROCEDURES/OUTCOMES

Cross-sectional study design using an internet-based survey of caregivers, aged 18 years or older, who provided support to adults with IDD. The primary outcome is the source of medication information reported by caregivers.

RESULTS/CONCLUSIONS

Eighty-nine caregivers responded. Health care professionals were the primary source (87.6 %) of medication information, followed by the internet (77.5 %). There was no difference between caregiver groups for these two sources. The prescription label/information sheet was the next most common source (56.2 %), with significantly more family (76.2 %) versus DSP (38.3 %), p < 0.001. A medication reference was also common (43.8 %), with 28.6 % of family and 57.4 % of DSP, p = 0.006. House manager/nurse was next, with 16.9 %, and television/radio as a source (10.1 %), no difference between groups. Lastly, friends or coworkers were 7.9 %, with no DSP endorsing this option, p = 0.006.

IMPLICATIONS

Caregivers obtain medication information from a variety of sources, with health care professionals being the primary source. The internet was also very common, which may be worrisome, due to the wide range of level of quality of information available. Educational interventions should be developed to provide caregivers with tools to be able identify and use legitimate medication information.

High cardiorespiratory disease burden following a fracture among adults with intellectual disabilities

BACKGROUND

Adults with intellectual disabilities have a greater risk for fragility fractures that begin to accumulate early in the adult lifespan, which may contribute to accelerated health declines. The objective was to determine if fragility fractures were associated with an increased 2-year rate of cardiorespiratory diseases among adults with intellectual disabilities.

METHOD

This retrospective cohort study used nationwide administrative claims data from 01/01/2011-12/31/2016 from the Medicare fee-for-service database. 2-year incidence of cardiorespiratory diseases were compared between adults ≥18 years old with intellectual disabilities with (n = 6183) vs. without (n = 67,842) an incident fragility fracture after confounder adjustment using Cox regression.

RESULTS

Fracture at the vertebral column, hip, non-proximal femur, tibia/fibula, and multiple sites had an elevated hazard ratio (HR) compared to those with no fracture for pneumonia, respiratory failure, heart failure, and cerebrovascular disease (HR range, 1.15-2.09, all P < 0.05), while humerus and radius/ulna fracture were associated with an elevated HR for congestive heart failure and cerebrovascular disease (HR range, 1.38-1.72, all P < 0.05).

CONCLUSIONS

Fragility fractures were associated with an increased incidence of cardiorespiratory diseases among adults with intellectual disabilities.

Seeking health information online among U.S. pregnant women: findings from the 2009-2018 National Health Interview Surveys

Seeking health information online has gained in popularity. However, few studies have investigated seeking health information online among U.S. pregnant women. The aim of this study was to investigate the patterns, trends, and characteristics of pregnant women in the U.S. who seek health information online. We obtained data from the National Health Interview Survey from 2009 to 2018. The study population consisted of women aged 18 to 49 years who self-reported being pregnant. Complex survey weighting and Chi-squared tests were used to evaluate trends and compare characteristics of online users and nonusers. Multivariable logistic regression analyses were used to evaluate characteristics associated with seeking health information online. Significantly more pregnant women sought health information online in 2018 compared to 2009 (72.9 percent, standard error [SE]: 3.3, 95 percent confidence interval [CI]: 66.3 percent-79.5 percent, vs. 60.7 percent, SE: 3.3, 95 percent CI: 54.0 percent-67.4 percent, p < .01). Pregnant women who were identified as white or Black, who had more education, and who had higher incomes were significantly more likely to report seeking health information online. Healthcare providers should actively initiate conversations to address the safety, accuracy, and reliability of online health information for their pregnant patients.

Trajectories of medication use and polypharmacy among children with cerebral palsy

BACKGROUND: Children with cerebral palsy (CP) may have chronic exposure to polypharmacy to address several medical needs, but there is little research on the topic to inform surveillance methods and clinical practice. OBJECTIVE: To identify the trajectories of medication number and pediatric polypharmacy (≥2 concurrent medications) exposure over 3.5 years among children with CP. METHODS: This cohort study used commercial claims from January 1, 2015, to December 31, 2018 (4-year period). Children with CP, aged 5-18 years by January 1, 2016, and with continuous health plan enrollment for all 4 years, were included and categorized as with or without co-occurring neurological/ RESULTS: Of the 1,252 children with CP, 600 were in the CP only cohort (mean [SD]; age, 11.4 [4.1] years; 46.0% female) and 652 were in the CP + NDDs cohort (age, 11.9 [4.1] years; 41.3% female; 32.7% had ≥2 of the NDDs). For the primary GBTM, 3 trajectory groups were identified for CP only: on average, no prescribed medications (69.7% of the cohort), 1 medication/month (24.8%), and 4 medications/month (5.5%). Five trajectory groups were identified for CP + NDDs: 0 (22.4%), 1 (25.6%), 2 (25.2%), 4 (18.4%), and 6 (8.4%) prescribed medications/month. For the secondary GBTM, 3 trajectory groups were identified for CP only: 80.5% were characterized as negligible probability of polypharmacy exposure, 10.8% as low probability, and 8.7% as high probability. Five trajectory groups were identified for CP + NDDs: 37.9% as negligible probability of polypharmacy exposure, 32.8% as constantly high probability, and 29.2% as changing probability (eg, increasing/decreasing). CONCLUSIONS: Children with CP are chronically exposed to differing levels of polypharmacy. Findings can help establish polypharmacy surveillance practices. Studies need to determine if polypharmaceutical strategies are balanced to optimize health and development for children with CP. DISCLOSURES: Dr Whitney is supported by the University of Michigan Office of Health Equity and Inclusion Diversity Fund. The funding source had no role in the design or conduct of the study; collection, management, analysis, or interpretation of the data; preparation, review, or approval of the manuscript; or the decision to submit the manuscript for publication.

Factors associated with use of medication for behavioral challenges in adults with intellectual and developmental disability

BACKGROUND/AIMS

Persons with intellectual or developmental disabilities and who exhibit challenging behaviors are often prescribed medication to control behavior. Little is known about the environmental factors that may be associated with taking these medications.

METHODS AND OUTCOMES

This study examined the association between individual and intermediate or environmental factors and the documented use of medication for clients with intellectual or developmental disabilities (IDD) who exhibit challenging behavior, using the 2014-15 National Core Indicators Adult Consumer Survey dataset.

RESULTS AND CONCLUSIONS

Individual-level variables associated with a higher likelihood of taking medication for persons with IDD exhibiting challenging behaviors included being of younger age, male gender, having moderate or severe intellectual disability, being ambulatory, communicating verbally, having a behavioral plan, requiring support for behavioral challenges, and having a history of mental illness. Environment-level variables included infrequently eating out and having less everyday choice. This study found that restrictions in opportunities to make choices in their life was associated with a greater likelihood of being on a medication for persons with IDD who exhibit challenging behavior. Living in group home settings also increased the likelihood of medication use. A limitation of the study is a lack of information on why medications were prescribed and whether they were intended to treat the challenging behavior.

IMPLICATIONS

This work has important implications for health providers, as addressing malleable social factors may provide an avenue for reducing challenging behaviors without the need for medication.

The Impact of an Early Clinical Experience on Pharmacy Student Learning About Ambulatory Care Practice

Objective. To determine whether student confidence in their knowledge of ambulatory care pharmacy and ability to contribute to patient care in this setting increased after participating in an ambulatory care introductory pharmacy practice experience (IPPE), and whether it changed student interest in pursuing a career in ambulatory care pharmacy.Methods. Second-year pharmacy students (n=86) completed a required ambulatory care experience which included four hours of didactic work and 13.5 hours of clinic experience with an ambulatory care pharmacist. Before and after the experience, students completed an eight-question survey in which they rated their confidence in their knowledge of ambulatory care practice and in providing patient care in this setting, as well as their interest in a career in ambulatory care. A five-point Likert scale was used to assess student confidence (1=not at all confident, 5=very confident) and interest in ambulatory care (1=not at all interested, 5=extremely interested). The Wilcoxon signed rank test was used to compare pre-post survey responses.Results. Eighty-five pharmacy students completed both the pre- and post-survey. Median scores on the post-intervention test increased from 3 to 4 in seven of the domains assessed. Student interest in a career in ambulatory care remained unchanged.Conclusion. An ambulatory care IPPE increased student confidence in their understanding of ambulatory care pharmacy practice and caring for patients in this setting.

Trends and Characteristics of the US Adult Population's Behavioral Patterns in Web-Based Prescription Filling: National Survey Study

Background

Filling a prescription on the web has become an alternative to in-person pharmacies for individuals to access their medications. However, the adoption of web-based filling has been gradual, and the use patterns remain to be unclear.

Objective

This study aims to estimate the trend and prevalence of web-based prescription-filling behavior and identify associated factors among adults in the United States.

Methods

We used data from the US National Health Interview Survey (NHIS) from 2009 to 2018. Adult respondents (aged ≥18 years and over) self-reported their behavior of web-based prescription filling, which was defined as having filled a prescription using the internet in the past 12 months during the survey year. We reported trends using weighted percentages adjusted by the NHIS complex sampling design. We used descriptive statistics and multivariable logistic regression models to examine trends and identify factors associated with web-based prescription-filling behavior.

Results

The estimated number of adults reporting web-based prescription-filling behavior significantly increased from 13,319,877 (13,319,877/225,217,942, 5.91%) in 2009 to 28,308,262 (28,308,262/246,611,125, 11.48%) in 2018 (P<.001). Those who were more likely to report filling a prescription on the web were aged between 35 and 74 years, female, White, and frequent users of the computer or internet; these adults also reported higher education, higher income, insurance coverage, and poorer health status.

Conclusions

Web-based prescription-filling behavior among US adults has increased significantly from 2009 to 2018. Health care providers should be aware of the upward trend in the use of web-based pharmacies and ensure the clinical safety of web-based prescriptions.

Geosocial Factors Associated With Adherence to Statin Medications

Background:

Individual patient characteristics, social determinants, and geographic access may be associated with patients engaging in appropriate health behaviors.

Objective:

To assess the relationship between statin adherence, geographic accessibility to pharmacies, and neighborhood sociodemographic characteristics in Michigan.

Methods:

The proportion of days covered (PDC) was calculated from pharmacy claims of a large insurer of adults who had prescriptions for statins between July 2009 and June 2010. A PDC ≥0.80 was defined as adherent. The predictor of interest was a ZIP code tabulation area (ZCTA)-level measure of geographic accessibility to pharmacies, measured using a method that integrates availability and access into a single index. We fit unadjusted models as well as adjusted models controlling for age, sex, and ZCTA-level measures of socioeconomic status (SES), racial isolation (RI) of non-Hispanic blacks, and urbanicity.

Results:

More than 174 000 patients’ claims data were analyzed. In adjusted models, pharmacy access was not associated with adherence (0.99; 95% CI: 0.96, 1.03). Greater RI (0.87; 95% CI: 0.85, 0.88) and urban status (0.93; 95% CI: 0.89, 0.96) were associated with lower odds of adherence. Individuals in ZCTAs with higher SES had higher odds of adherence, as were men and older age groups.

Conclusion and Relevance:

Adherence to statin prescriptions was lower for patients living in areas characterized as being racially segregated or lower income. Initiating interventions to enhance adherence, informed by understanding the social and systematic barriers patients face when refilling medication, is an important public health initiative that pharmacists practicing in these areas may undertake.

Disparities in the Use of Guideline-Based Pharmacotherapy Exist for Atherosclerotic Cardiovascular Disease and Heart Failure Patients Who Have Intellectual/Developmental Disabilities in a Commercially Insured Database

BACKGROUND

Patients who have intellectual/developmental disabilities (IDDs) develop atherosclerotic cardiovascular disease (ASCVD) or heart failure (HF) at rates similar to or higher than the general population. They also face disparities accessing and using health care services.

OBJECTIVE

To determine if disparities exist in the use of guideline-based pharmacotherapy (GBP) for ASCVD or HF for adults with IDD.

METHODS

Using the 2014 Clinformatics Data Mart Database, adults with ASCVD or HF were divided into IDD or non-IDD groups. Patients with contraindications for GBP medications were excluded. Use of GBP between IDD and non-IDD groups was examined. Subgroup analysis included comparisons between IDD groups.

RESULTS

For HF, 1011 patients with IDD and 236,638 non-IDD patients were identified. For ASCVD, 2190 IDD and 790,343 non-IDD patients were identified. We found that 47.9%, 35.8%, and 13.1% of IDD and 58.7%, 48.4%, and 18.9% of non-IDD patients had pharmacy claims for statins (P < 0.001), β-blockers (P < 0.001), or antiplatelet therapy (P < 0.001), respectively. For HF, 46.8% and 50.3% of IDD and 59.8% and 55.4% of non-IDD patients had pharmacy claims for β-blockers (P < 0.001) and angiotensin-converting enzyme (ACE) inhibitors or angiotensin-receptor blockers (ARBs; P = 0.003), respectively. In all but one multivariate regression models patients with IDD were less likely to use GBP than patients in the non-IDD group. Subgroup analysis revealed that patients who had Down syndrome had lower GBP use in 4 of the 5 measures.

CONCLUSION AND RELEVANCE

Disparities exist in the use of GBP for patients with IDD with ASCVD or HF. Patients who have an IDD should be examined by clinicians to ensure appropriate access to and use of GBP.

In-home comprehensive medication reviews for adults with intellectual or developmental disability: A pilot study

OBJECTIVES

To assess the feasibility of conducting in-home comprehensive medication reviews (CMRs) and to identify and intervene when appropriate for medication-related problems (MRPs) found in medication regimens taken by people with an intellectual or developmental disability.

SETTING

Community-based group homes in southeast Michigan.

PRACTICE DESCRIPTION

Implementation and evaluation of a pilot program conducting CMRs within community-based group homes.

PRACTICE INNOVATION

An in-home CMR conducted by a clinical pharmacist.

EVALUATION

Identified MRPs, pharmacist recommendations, recommendation acceptance, time spent directly on intervention, and barriers to implementation.

RESULTS

CMRs were conducted for 15 patients identified as receiving 5 or more medications by their community support agency. Thirty-six MRPs were identified (mean ± SD of 2.4 ± 1.5 per person). The most common MRPs were a medication that was being taken with no indication for its use (7 occurrences) and identification of an untreated medical problem (7). Other MRPs included wrong dose (5); patient or caregiver indicated that the medication was not working (4); wrong dosage form was being used or given (3); duplication of therapy (2); pharmacy error (2); extended release medications were being crushed before administration (2); and wrong administration time, drug ordered but not given, drug-disease potential interaction, and poor drug administration technique (1 for each). The interventions included sending information letters to the group home manager containing information to be discussed with the patient's physician or telephone calls made directly to the prescriber or pharmacy. The interventions made by telephone calls to prescribers included 3 calls to physicians to discuss 5 MRPs, and 3 telephone calls for pharmacy-related MRPs, all of which were accepted.

CONCLUSION

The results of this prospective pilot project provide justification to further explore the role of conducting independent CMRs for patients with an intellectual or developmental disability living in the community to ensure safe and effective use of their medications.

Adverse Medication Events Related to Hospitalization in the United States: A Comparison Between Adults With Intellectual and Developmental Disabilities and Those Without

This study examined the proportion of hospitalizations associated with adverse medication events (AMEs) for adults with intellectual and developmental disabilities (IDD) and adults from the general population in the United States using the 2013 National Inpatient Sample (NIS) dataset of the Healthcare Cost and Utilization Project (HCUP). Adults with IDD had greater odds of having a hospitalization associated with an AME than the general adult population. Unadjusted odds ratios (95% CI) for hospitalization due to any medication for IDD was 2.47 (2.31-2.65). In the multivariate logistic regression model, IDD was significantly associated, with an odds ratio of 1.28 (1.19-1.38). Adults who have IDD are at greater risk of having a hospital admission due to an AME.

Tocolysis and the risk of nonreassuring fetal status among pregnant women in labor: Findings from a population-based retrospective cohort study

The purpose of this study was to evaluate the association between tocolysis for preterm uterine contraction and the risk of nonreassuring fetal status.This was a retrospective cohort study using data from the Taiwan National Health Insurance Research Database. Pregnant women were enrolled if they delivered a baby during January 1, 2003 to December 31, 2011. The occurrence of the nonreassuring fetal status was compared between pregnant women with and without tocolytic treatment for preterm uterine contraction. Multivariable logistic regression models with adjusted cofounders were used to evaluate the association between tocolysis and the risk of nonreassuring fetal status.Of 24,133 pregnant women, 1115 (4.6%) received tocolytic treatment during pregnancy. After adjusting for covariates, pregnant women receiving tocolysis more than one time during pregnancy were found to have significantly higher risk of the nonreassuring fetal status when compared with pregnant women who did not receive tocolysis for uterine contraction (Odds Ratio = 2.70, 95% Confidence Interval: 1.13-6.49).Pregnant women with more frequent tocolysis for preterm uterine contraction during pregnancy had an increased risk of nonreassuring fetal status. Close evaluation of dose and duration of tocolytic treatment is necessary for pregnant women with preterm uterine contraction.

Student Perspectives Regarding Specialty Pharmacy Within Doctor of Pharmacy Curricula

BACKGROUND

The rapid growth of the specialty pharmacy industry will require many pharmacists with experience and/or training in specialty pharmacy practice (SPP). Unfortunately, there is no standard requirement set forth by the Accreditation Council for Pharmacy Education (ACPE) for specialty pharmacy education among pharmacy schools, which has resulted in graduates with doctor of pharmacy degrees (PharmD) having little to no didactic or experiential training in SPP.

OBJECTIVES

To (a) assess PharmD student perspectives on coverage of specialty pharmacy in their respective curricula and (b) identify whether attitudes and perspectives towards SPP vary based on student work experience.

METHODS

Study investigators created a 16-item web-based survey that assessed student work experience in pharmacy practice, presence of learning experiences that cover SPP in PharmD curricula, and familiarity with, exposure to, and interest in SPP, SPP learning experiences, and SPP careers. The survey was made available to students at ACPE-accredited colleges of pharmacy from January to April 2018.

RESULTS

643 students from 20 different colleges of pharmacy completed the survey. Over half of the surveys (63.3%) originated from schools in the Midwest region of the United States. Just over one third (37.7%) of students reported that their curricula offered a learning experience specifically dedicated to SPP, whereas 17.6% reported that SPP was integrated into other pharmacy coursework. 28% reported that SPP was covered using a mixture of dedicated courses and class integration. Students with current or previous work experience in SPP or managed care were more likely to report willingness to take an experiential rotation in SPP and pursue a career in SPP than students with no or other pharmacy-related work experience. These students were also more likely to report that their curriculum performed poorly in preparing students to pursue a career in SPP.

CONCLUSIONS

In a convenience sample survey of pharmacy students at ACPE-accredited colleges of pharmacy, perspectives on SPP, curricular coverage of SPP, and SPP careers varied significantly based on student work experience.

DISCLOSURES

This study received funding support from the Wayne State University Department of Pharmacy Practice Research & Development Fund. The authors do not have any conflicts of interest or financial disclosures to declare.

Association between Anticholinergic Medication Use and Risk of Dementia among Patients with Parkinson's Disease

STUDY OBJECTIVES

To evaluate the association between anticholinergic medication use, categorized by anticholinergic cognitive burden (primary objective) and cumulative dose (secondary objective), and the risk of developing dementia among patients with Parkinson's disease.

DESIGN

Retrospective cohort study with an active comparator design.

DATA SOURCE

National Health Insurance Research Database in Taiwan (2001-2011).

PATIENTS

A total of 1232 adults with Parkinson's disease who were diagnosed between 2002 and 2004 and taking at least one antiparkinson medication during this period were included. Of these patients, 694 were exposed to anticholinergic medications categorized as mild (reference group), and 538 were exposed to anticholinergic medications categorized as moderate or severe (exposure group).

MEASUREMENTS AND MAIN RESULTS

Exposure to different types of anticholinergic medications was categorized by using the Anticholinergic Cognitive Burden (ACB) scale, and cumulative doses of anticholinergic medications were measured by using the cumulative minimum doses (cMD) method. Associations between anticholinergic medication use and risk of dementia were assessed by multivariable Cox proportional hazards models. The type of anticholinergics used (moderate or severe vs mild ACB) was not significantly associated with an increased risk of developing dementia (hazard ratio [HR] 0.97, 95% confidence interval [CI] 0.72-1.27). After adjusting for confounders, a high cumulative dose of anticholinergic drug (> 1095 cumulative minimum doses [cMDs]) was found to be significantly associated with an increased risk of developing dementia when compared with a low cumulative dose of anticholinergic drug (≤ 90 cMDs) (HR 3.06, 95% CI 1.35-6.97).

CONCLUSION

Among patients with Parkinson's disease in Taiwan, those with a high cumulative dose of anticholinergics had an increased risk of being diagnosed with dementia. Physicians should consider prescribing the lowest therapeutic dose of anticholinergic medication when making treatment decisions for patients with Parkinson's disease.

Environmental and individual predictors of medication adherence among elderly patients with hypertension and chronic kidney disease: A geospatial approach

BACKGROUND

Few studies have examined how adherence to antihypertensive medications varies across different regions or how neighborhood-level factors were related to individuals' medication-taking behaviors in patients.

OBJECTIVE

To explore local variation in medication adherence and examine environmental and individual influences on adherence to angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin-receptor blockers (ARBs) among elderly hypertensive patients with chronic kidney disease (CKD) in the United States.

METHODS

The Medicare 5% sample claim data (2006-2013), American Community Survey 5-Year Data (2005-2009) and the Health Resources and Services Administration Primary Care Service Area data (2007). The primary outcome was medication adherence, measured by Proportion of Days Covered (PDC). Geographically weighted regression (GWR) and linear mixed-effects models were used to investigate the relationship between environmental factors, individual risk factors and medication adherence.

RESULTS

A total of 70,201 hypertensive CKD patients residing in 2,981 counties of the US were selected. Significant spatial autocorrelation was observed in ACEIs/ARBs PDC. The West North Central and New England regions demonstrated higher adherence compared to the East South Central and West South Central regions. Residing in Medically Underserved Areas, counties with high deprivation scores, and not receiving Part D Low-income Subsidy were associated with poor medication adherence.

CONCLUSIONS

Medication adherence is geographically differentiated across the US. Environmental and individual factors identified may be helpful in the design of local interventions focused on improving patient outcomes from a population perspective.

Influenza Vaccination Among Pregnant Women in the United States: Findings from the 2012-2016 National Health Interview Survey

Background: The issue of suboptimal influenza vaccination coverage among pregnant women remains relevant. Our study aimed to explore the determinants and coverage of influenza vaccination among pregnant women in the United States using a nationally representative sample. Materials and Methods: This study was conducted with the 2012-2016 U.S. National Health Interview Survey. The Andersen's Health Behavior Model was applied as the conceptual framework to explore potential factors that may influence the influenza vaccination rate. A series of individual determinants, categorized into predisposing, enabling, and need factors, were compared using logistic regressions between women who received an influenza vaccination before or during pregnancy and those who did not. Results: An average of 36% women received an influenza vaccination before or during pregnancy among an estimated five million pregnant women. Even though the percentage increased from 31% in 2012 to 40% in 2016, it remained lower than the Healthy People 2020 target of 80%. The odds of receiving an influenza vaccination before or during pregnancy were lower among women who had public or no insurance coverage (odds ratio [OR]; 95% confidence interval, 0.510 [0.323-0.806] and 0.351 [0.175-0.705], respectively), lived in South (0.546 [0.336-0.887]), ever smoked 100 cigarettes (0.622 [0.419-0.923]), and had infrequent to light alcohol consumption in the past year (0.670 [0.457-0.983], reference: no alcohol consumption in the past year). Having a bachelor's degree increased the odds of getting an influenza vaccine compared to a high school diploma or less (2.086 [1.353-3.215]). Conclusions: Our study found that the influenza vaccination coverage among pregnant women remains suboptimal, and disparities may still exist across women with different sociodemographic and socioeconomic status. Clinicians should actively recommend influenza vaccination for pregnant women, and policy makers may consider developing interventions to improve the vaccination rate.

Hassles with medication management perceived by caregivers of adults who have intellectual or developmental disabilities

Background Medication management is undertaken by caregivers of people who have intellectual or developmental disabilities. Objective The objectives were to measure the medication management hassles reported by caregivers of adults who have intellectual or developmental disabilities and to describe associations between characteristics of caregivers, medication regimens, and the person with intellectual or developmental disability and the scale score. Setting Web-based survey conducted in the United States. Method A newsletter announcement with a link to the survey was sent to members of a disability advocacy organization. Caregivers were age 18 years and older who manage medications for adults with intellectual or developmental disabilities. The survey questions were used to obtain characteristics of the caregiver, the medication regimen they managed, and the care-recipient. The study was approved by the Institutional Review Board of Michigan Medicine (HUM00091002). Main outcome measure The Family Caregiver Medication Administration Hassles Scale (caregiver scale). Results Forty-two caregivers responded, with 41 being female with a mean age of 56.7 years. The mean caregiver scale score was 28.9 (possible range 0-120). Highest scores (greatest hassles) were significantly associated with a greater level of support required by the care-recipient, stronger caregiver beliefs of the necessity of medication and concern about using medications, lack of previous caregiver health-care training, and being an employed caregiver rather than family member. Conclusion Medication management can contribute to caregiver stress. Pharmacists should ensure that caregivers are counseled about medication that they manage, be accessible for questions, and examine medication regimens to reduce polypharmacy and complexity of regimens.

Variations of a Commonly Used Medication Adherence Assessment Scale: Do Changes in Scale Change Structure Results?

Background: Medication nonadherence is a major barrier to both patients and health care professionals when trying to manage medical conditions. An appropriate self-report adherence tool would be helpful in determining a patient's medication adherence. Objectives: To observe variations in scale scores based on modifications to an Original Adherence Scale, with the hypothesis that making modifications to the Original Adherence Scale will create variations in the percentage of adherent patients. Methods: This cross-sectional study utilized mailed surveys to people identified in a prescription claims administrative dataset who had a pharmacy claim for at least 2 antihypertensive medications. One thousand people were equally divided and randomly placed in 1 of 4 groups: Original Adherence Scale Group, Time Reference Scale Group, 4-Point Likert-Type Scale Group, Multiple Medication Scales Group. Each scale underwent assessment of internal reliability using Cronbach's α. Changes made to the Original 4-item scale included altering the time reference period from 3 months to 7 days, changing response options from Yes/No to a Likert-type scale, and incorporating multiple scales so that the respondent may report on up to 4 different options. Results: There were 437 surveys completed appropriately, yielding a 46.4% response rate. The overall scale scores indicating perfect adherence was 51.8% for the 4-Point Likert-Type Scale Group, 66.5% for the Multiple Medication Scales Group, 68.8% for the Original Adherence Scale Group, and 78.9% for the Time Reference Scale Group. Conclusion: When there are more selection options, a change in time reference, or more medications reported, the amount of adherent patients varied.

The Association Between the Use of Zolpidem and the Risk of Alzheimer's Disease Among Older People

OBJECTIVES

To evaluate the association between zolpidem use and the risk of Alzheimer's disease among older people.

DESIGN

A retrospective cohort study using data from 2001 to 2011 from the National Health Insurance Research Database.

SETTING

Taiwan.

PARTICIPANTS

A total of 6,922 patients aged 65 years or older enrolled from January 2002 to December 2004 (the enrollment period).

INTERVENTION (EXPOSURE)

Zolpidem users were identified as patients who used zolpidem during the enrollment period. The index date was the date of the first zolpidem prescription. Dosage of zolpidem use was defined using cumulative defined daily dose (cDDD) based on the cumulative dosage that patients took within one year after the index date (grouped as: less than 28, 28-90, 91-180, and more than 180 cDDD).

MEASUREMENTS

The occurrence of Alzheimer's disease was defined as the time period from the end of one year after the index date to the date of the Alzheimer's disease diagnosis. The propensity score was used to adjust the measured confounders of Alzheimer's disease. Cox proportional hazards models were used to evaluate the association between zolpidem use and the incidence of Alzheimer's disease.

RESULTS

Zolpidem users with a high cumulative dose (>180 cDDD) in the first year after initiation had a significantly greater risk of Alzheimer's disease than non-zolpidem users (HR = 2.97, 95% CI = 1.61-5.49) and low cumulative dose (<28 cDDD) users (HR = 4.18, 95% CI = 1.77-9.86).

CONCLUSION

We found the use of a high cumulative dose of zolpidem was associated with an increased risk of Alzheimer's disease among older people living in Taiwan. It is advised to use caution when considering long-term use of zolpidem in older patients.

Issues in the Medication Management Process in People Who Have Intellectual and Developmental Disabilities: A Qualitative Study of the Caregivers' Perspective

People who have intellectual and developmental disabilities (IDD) often rely on caregivers to assist in the medication management process. The aim of this study was to learn from caregivers, who are either family or support staff, what major issues arise throughout the process of managing medication and how these might be addressed. Problems identified by caregivers include (a) prescribers understanding of insurance and agency policies regarding medication utilization; (b) lack of continuity of care and accuracy of the medication record as well as clinical records;

Survivors of Aortic Dissection: Activity, Mental Health, and Sexual Function

BACKGROUND

Currently no research exists assessing lifestyle modifications and emotional state of acute aortic dissection (AAD) survivors. We sought to assess activity, mental health, and sexual function in AAD survivors.

HYPOTHESIS

Physical and sexual activity will decrease in AAD survivors compared to pre-dissection. Incidence of anxiety and depression will be significant after AAD.

METHODS

A cross sectional survey was mailed to 197 subjects from a single academic medical center (part of larger IRAD database). Subjects were ≥18 years of age surviving a type A or B AAD between 1996 and 2011. 82 surveys were returned (overall response rate 42%).

RESULTS

Mean age ± SD was 59.5 ± 13.7 years, with 54.9% type A and 43.9% type B patients. Walking remained the most prevalent form of physical activity (49 (60%) pre-dissection and 47 (57%) post-dissection). Physical inactivity increased from 14 (17%) before AAD to 20 (24%) after AAD; sexual activity decreased from 31 (38%) to 9 (11%) mostly due to fear. Most patients (66.7%) were not exerting themselves physically or emotionally at AAD onset. Systolic blood pressure (SBP) at 36 months post-discharge for patients engaging in ≥2 sessions of aerobic activity/week was 126.67 ± 10.30 vs. 141.10 ± 11.87 (p-value 0.012) in those who did not. Self-reported new-onset depression after AAD was 32% and also 32% for new-onset anxiety.

CONCLUSIONS

Alterations in lifestyle and emotional state are frequent in AAD survivors. Clinicians should screen for unfounded fears or beliefs after dissection that may reduce function and/or quality of life for AAD survivors.

Evaluation of ACE Inhibitor Therapy for Congestive Heart Failure in an Outpatient Setting

Objective:

Angiotensin-converting enzyme (ACE) inhibitor therapy is considered the standard of care for the treatment of congestive heart failure. Despite this, clinical experience suggests that not all patients may be receiving ACE inhibitor therapy or may be receiving low dosages. This study was performed to better understand the use of ACE inhibitor therapy in clinical practice.

Design and Participants:

We reviewed the medical therapy of 110 patients with a history of congestive heart failure referred to an outpatient heart failure clinic at a university teaching hospital.

Outcome Measures:

This observational study evaluated the use of ACE inhibitors, including dosage, as well as other drugs to treat congestive heart failure.

Results:

Approximately 85% (93/110) of patients were receiving an ACE inhibitor. Twenty percent (22/110) were receiving enalapril 20 mg/d or more, captopril 150 mg/d or more, lisinopril 20 mg/d or more, or quinapril 40 mg/d or more. The remaining patients (n = 71) were receiving these drugs at lower dosages. However, 21 of the remaining patients (19% of all patients) were receiving lower dosages based on patient-specific parameters; 47 of the remaining patients (43% of all patients) were eligible to have their dosage increased. Ten eligible patients were not receiving an ACE inhibitor. The majority of patients were also receiving digoxin (70%) and loop diuretic (80%) therapy.

Conclusions:

Approximately 85% of patients were receiving ACE inhibitor therapy, with 9% of eligible patients not receiving an ACE inhibitor. In the patients receiving ACE inhibitor therapy, approximately 50% (47/93) were receiving dosages below those suggested in the guidelines. Overall, the use of ACE inhibitor therapy is varied and intervention appears required to ensure that all patients receive appropriate therapy for the treatment of congestive heart failure.

The association between comorbid anxiety disorders and the risk of stroke among patients with diabetes: An 11-year population-based retrospective cohort study

BACKGROUND

Diabetes and anxiety disorders are independent risk factors for stroke. However, it remains unclear whether the risk of stroke is higher among diabetic patients with comorbid anxiety than without comorbid anxiety. Therefore, the purpose of this study was to investigate the association between comorbid anxiety and the risk of stroke among patients with diabetes.

METHODS

This is a retrospective cohort study. We used the National Health Insurance Research Database in Taiwan to identify a diabetes cohort with a new diagnosis of an anxiety disorder but without a history of stroke. The enrollment period was 2001-2006 with up to 11 years of follow-up data. Comorbid anxiety was defined by both a clinical diagnosis of the DSM-IV (ICD-9-CM) and prescriptions for anxiolytic medications. Propensity score matching was performed to balance the selected confounders between the anxiety-exposed group and anxiety non-exposed group. Cox-propositional hazard regression models were used to evaluate the association between comorbid anxiety and the risk of stroke.

RESULTS

Among patients with diabetes (N=40,846), an estimated 5.8% (N=2374) of patients had comorbid anxiety disorders. Diabetic patients with comorbid anxiety were significantly associated with a higher risk of stroke compared to patients without comorbid anxiety (hazard ratio: 1.33, 95% confidence interval: 1.02-1.72).

LIMITATIONS

The severity of anxiety or diabetes could not be measured from the claims data. Residual confounding may still exist.

CONCLUSION

A significantly elevated risk of stroke was observed in association with comorbid anxiety among patients with diabetes. Psychiatrists should consider routine screening for anxiety disorders to prevent a stroke event among patients with diabetes.

Blood Pressure Screening, Control, and Treatment for Patients With Developmental Disabilities in General Medicine Practices

Background: Little is known about the adequacy of screening for and treatment of hypertension for people with developmental disabilities (DD). Pharmacists may assist in identifying and treating this special patient population. Objective: To characterize and compare the screening, treatment, and control of blood pressure (BP) in patients with DD to patients without DD. Methods: This retrospective study identified adult patients of primary care practices within a large academic health system who had DD (DD group) and a comparator group without DD (GenMed group). Outcomes assessed included percentage of patients screened, mean BP, percentage of patients with controlled BP, and antihypertensive medications prescribed. Results: The DD (n = 183) and GenMed groups (n = 497) were nearly all screened for BP. Mean systolic BP was significantly lower in the DD group (119.9 ± 14.6 mm Hg vs 122.8 ± 15.4 mm Hg GenMed, P = .03), while diastolic BP was no different ( P = .7). Stroke was documented significantly more often in the DD group (5.5% vs 1.4%, P = .005). Of patients with uncontrolled BP, the DD group had significantly higher systolic BP (155.8 ± 14.1 mm Hg vs 147.4 ± 9.5 mm Hg GenMed, P = .02). Hypertension was documented in 32% of DD group versus 38.5% of GenMed group, P = .15. Of this group, 88.1% of the DD group had controlled BP versus 78.0% of the GenMed group, P = .09. Antihypertensive prescribing was not different between the groups. Conclusion: DD group patients had similar outcomes for hypertension therapy compared to patients without DD. Those with uncontrolled BP in the DD group tended to have higher systolic BP. Significantly more DD patients had a history of stroke.

Comparison of Community Pharmacy Services in Urban and Suburban Areas, with Emphasis on Those for Older People

Objective:

To document and compare the availability and type of pharmacy services provided by community pharmacies to the elderly in an urban area (central city) and a suburban area of a large metropolitan area, as well as the use of pharmacy services by elderly people living in the study areas.

Design:

Questionnaire.

Setting:

Metropolitan Detroit, MI.

Subjects:

Pharmacies, pharmacists, and elderly people.

Data Collection:

Data were collected from the 1990 census and surveys of pharmacies, pharmacists, and elderly patients in the study areas.

Results:

There were fewer pharmacists, pharmacies, and pharmacy business hours available for the elderly living in the central city compared with the suburban area. Overall, the elderly generally felt satisfied with their pharmacists. Pharmacists indicated that less than half of their elderly patients with new prescriptions receive verbal/written information and few do little in the area of follow-up monitoring for elderly patients. The elderly in the central city are concerned with neighborhood crime, use mass transportation, have significantly lower incomes, and live alone more often than the suburban area elderly.

Conclusions:

Overall there was no significant difference in access to available pharmacy services. Urban and suburban area respondents did have some differences that may affect their ability to access pharmacies.

The association between regular use of aspirin and the prevalence of prostate cancer: Results from the National Health Interview Survey

Prostate cancer is prevalent with significant morbidity in the United States. Aspirin previously has been found to be associated with reduced carcinogenesis of prostate cells. However, it remains unclear whether regularly taking aspirin could lower the risk of prostate cancer. Therefore, our aim was to examine the association between self-reported regular use of aspirin and the prevalence of prostate cancer in a national sample of the US adult population.The National Health Interview Survey is an annual survey conducted by the National Center for Health Statistics to investigate health and healthcare use of the US population. The current study is a population-based cross-sectional study using the 2010 National Health Interview Survey data. Adult male respondents who self-reported regularly taking aspirin at least 3 times per week were grouped as regular users. The prostate cancer prevalence was measured by respondents' self-report of prostate cancer. Multivariable logistic regression models were used to evaluate the association between these 2 factors by adjusting for covariates selected based on Andersen Behavioral Model of Health Services Use.An estimated 23 million (23.7%) males in the United States reported that they took aspirin regularly. Of them, 5.0% had prostate cancer. Regular aspirin use was significantly associated with a lower self-reported prevalence of prostate cancer after adjusting for predisposing, enabling, and need factors (odds ratio 0.60, 95% confidence interval 0.38-0.94).Regular aspirin use was found to be significantly associated with a lower self-reported prevalence of prostate cancer in the United States in 2010. Further clinical trials and longitudinal studies are needed to confirm the causality between regular aspirin use and prostate cancer.

Refined comorbidity index based on dimensionality of comorbidity for use in studies of health-related quality of life

PURPOSE

To refine two subscales of the health-related quality of life comorbidity index (HRQoL-CI) into a single index measure.

METHODS

The 2010 and 2012 Medical Expenditure Panel Surveys were utilized as development and validation datasets, respectively. The least absolute shrinkage and selection operator was applied to select important comorbidity candidates associated with HRQoL. Exploratory factor analysis and confirmatory factor analysis (CFA) were used to assess dimensionality in comorbidity. Statistical weights were derived based on standardized factor loadings from CFA and regression coefficients from the model predicting HRQoL. Prediction errors and model R(2) values were compared between HRQoL-CI and Charlson CI (CCI).

RESULTS

Eighteen comorbid conditions were identified. CFA models indicated that the second-order multidimensional comorbidity structure had a better fit to the data than did the first-order unidimensional structure. The predictive performance of the refined scale under a multidimensional structure utilizing statistical weights outperformed the original scale and CCI in terms of average prediction error and R(2) in the prediction models (R(2) values from refined scale model are 0.25, 0.30, and 0.28 versus those from CCI of 0.10, 0.09, and 0.06 for general health, SF-6D, and EQ-5D, respectively).

CONCLUSION

The dimensionality of comorbidity and the weight scheme significantly improved the performance of the refined HRQoL-CI. The refined single HRQoL-CI measure appears to be an appropriate and valid instrument specific for risk adjustment in studies of HRQoL. Future research that validates the refined scales for different cultures, age groups, and healthcare settings is warranted.

Predictors of medication adherence and persistence in Medicaid enrollees with developmental disabilities and type 2 diabetes

BACKGROUND

The prevalence of diabetes mellitus is high among patients with developmental disabilities (cerebral palsy, autism, Down's syndrome and cognitive disabilities).

OBJECTIVES

The purpose of this study was to examine the racial health disparities in medication adherence and medication persistence in developmentally disabled adults with type 2 diabetes enrolled in Medicaid.

METHODS

This was a retrospective cohort study using the MarketScan(®) Multi-State Medicaid Database. Adults aged 18-64 years with a prior diagnosis of a developmental disability (cerebral palsy/autism/down's/cognitive disabilities) and a new diagnosis of type 2 diabetes enrolled in Medicaid from January 1, 2004 and December 31, 2006, were included. Adults were included if they had a continuous enrollment for at least 12 months and were excluded if they were dual eligible. Anti-diabetes medication adherence and diabetes medication persistence were measured using multivariate logistic regression and the Cox-proportional hazard regression, respectively.

RESULTS

The study population comprised of 1529 patients. Although overall diabetes medication adherence in this population was optimal, African Americans had significantly lower odds (25%) of adhering to anti-diabetes medications compared to Caucasians (OR = 0.75, 95% CI = 0.58-0.97, P < 0.05). Also, after controlling for other covariates, the rate of discontinuation was higher in African Americans compared to Caucasians (hazard ratio = 1.03, 95% CI = 0.91-1.18, P < 0.629).

CONCLUSION

In this study, racial disparities were found in anti-diabetes medication adherence among Medicaid enrollees with developmental disabilities (DD). Studies conducted in the future should examine predictors that impact access to care, availability of primary and specialized care, social support as well as beliefs of racial minority populations with developmental disabilities and chronic conditions like diabetes to optimize medication use outcomes in this especially vulnerable population.

Health literacy and medication administration performance by caregivers of adults with developmental disabilities

OBJECTIVES

To measure health literacy (HL) of caregivers of adults with intellectual/developmental disabilities (IDDs); to determine the association between HL and a medication administration task (MAT) assessment; and to identify caregiver characteristics associated with higher HL and MAT scores.

DESIGN

Cross-sectional study.

SETTING

Southeastern Michigan.

PARTICIPANTS

Caregivers, aged 18 years or older, who provided supportive care of adults with IDDs.

INTERVENTIONS

Survey and demonstration.

MAIN OUTCOME MEASURES

Short Test of Functional Health Literacy in Adults (STOFHLA); a MAT assessment consisting of interpretation of five sets of medication instructions followed by demonstration of understanding using a pill box; and a survey of caregivers' demographics, medication-related experiences, education, characteristics of persons for whom they provide care, and care-related activities performed.

RESULTS

A total of 47 caregivers provided data. Caregivers had a mean age of 45.7 ± 14.6 years; 41 (87.2%) were women and 38 (80.9%) had education beyond high school. Caregivers were involved in obtaining medication from pharmacies, reminded the person with IDD to take medications and/or administered them to the person, documented medication and health information, and accompanied persons with IDD to physician offices. Most did not conduct monitoring procedures. The STOFHLA mean score was 34.5 ± 2.5 (median, 35; range, 22-36), while the MAT mean score was 12.0 ± 2.2 (median, 12; range, 6-15). Compared with family caregivers, direct support staff more frequently had undergone some medication training and had other people with whom they could discuss medication questions, but they had worked with the person with IDD a significantly shorter amount of time. No significant differences in STOFHLA and MAT scores between the family caregivers and direct support staff were observed. Caregiver education was significantly correlated with the STOFHLA score. MAT scores were not significantly correlated with caregiver characteristics.

CONCLUSION

Caregivers are involved in the medication use process for people who have IDD. Ensuring caregiver understanding of medication regimens and/or improving medication-related HL may be an important step to ensure safe and effective use of medications by people with IDD.

Services provided by community pharmacies in Wayne County, Michigan: a comparison by ZIP code characteristics

OBJECTIVE

To document the availability of selected pharmacy services and out-of-pocket cost of medication throughout a diverse county in Michigan and to assess possible associations between availability of services and price of medication and characteristics of residents of the ZIP codes in which the pharmacies were located.

DESIGN

Cross-sectional telephone survey of pharmacies coupled with ZIP code-level census data.

SETTING

503 pharmacies throughout the 63 ZIP codes of Wayne County, MI.

MAIN OUTCOME MEASURES

The out-of-pocket cost for a 30 days' supply of levothyroxine 50 mcg and brand-name atorvastatin (Lipitor-Pfizer) 20 mg, availability of discount generic drug programs, home delivery of medications, hours of pharmacy operation, and availability of pharmacy-based immunization services. Census data aggregated at the ZIP code level included race, annual household income, age, and number of residents per pharmacy.

RESULTS

The overall results per ZIP code showed that the average cost for levothyroxine was $10.01 ± $2.29 and $140.45 + $14.70 for Lipitor. Per ZIP code, the mean (± SD) percentages of pharmacies offering discount generic drug programs was 66.9% ± 15.0%; home delivery of medications was 44.5% ± 22.7%; and immunization for influenza was 46.7% ± 24.3% of pharmacies. The mean (± SD) hours of operation per pharmacy per ZIP code was 67.0 ± 25.2. ZIP codes with higher household income as well as higher percentage of residents being white had lower levothyroxine price, greater percentage of pharmacies offering discount generic drug programs, more hours of operation per week, and more pharmacy-based immunization services. The cost of Lipitor was not associated with any ZIP code characteristic.

CONCLUSION

Disparities in the cost of generic levothyroxine, the availability of services such as discount generic drug programs, hours of operation, and pharmacy-based immunization services are evident based on race and household income within this diverse metropolitan county.

The impact of tailored text messages on health beliefs and medication adherence in adults with diabetes: A randomized pilot study

BACKGROUND

Inadequate medication adherence reduces optimal health outcomes and can lead to increased costs, particularly in patients with diabetes. Efforts to improve adherence have resulted in limited effects; approaches leveraging mobile technology have emerged, but their focus has mainly been limited to simple reminder messages.

OBJECTIVE

The purpose of this pilot study was to test the effectiveness of tailored text messages focusing on improving medication adherence and health beliefs in adults with diabetes.

METHODS

Adults aged 21-64, with uncontrolled diabetes, and taking at least one anti-diabetic medication were recruited and randomized into 2 study arms: daily tailored text messaging for 90 days or standard care. Comparing baseline and endpoint survey responses, changes in theory-driven health beliefs and attitudes were assessed. The impact on medication adherence was evaluated using pharmacy claims by calculating the percent of days covered (PDC).

RESULTS

A total of 75 subjects were consented, and 48 were randomized. Mean PDC at baseline were comparable between cohorts (84.4% and 87.1%, respectively). Declines in adherence were observed in both groups over time but no significant differences were observed between groups or from baseline to the end of the active study period. Unadjusted tests suggested that perceived benefits and competence might have improved in the intervention arm.

CONCLUSIONS

Tailoring mobile phone text messages is a novel way to address medication nonadherence and health beliefs; further investigation to this combined technique is needed to better understand its impact on behavior change in adults with diabetes.

Geospatial analysis of statin adherence using pharmacy claims data in the state of Michigan

BACKGROUND

Research has demonstrated that variation in availability and utilization of health care resources exist on a range of scales, from regions of the United States, hospital referral regions, ZIP codes, and census tracts. Limited research using spatial analyses has found that variation in medication adherence exists across census tracts. Using spatial analysis, researchers may be able to effectively analyze geographically dispersed data to determine whether factors such as sociodemographics, local shared beliefs and attitudes, barriers to access such as availability of prescribers or pharmacies, or others are associated with variations in medication adherence in a defined geographic area. 

OBJECTIVES

To (a) demonstrate that medication adherence may be mapped across an entire state using medication possession ratios and (b) determine whether a geographic pattern of adherence to statins could be identified at the ZIP code level for members of a statewide insurer.

METHODS

This study utilized pharmacy claims data from a statewide insurer. Insured statin users were aged greater than 30 years, had at least 1 statin prescription, and were continuously enrolled for the observation year. Patient medication possession ratios (MPR) were derived, which were then aggregated as a mean MPR for each ZIP code. ZIP codes were categorized as higher (MPR  greater than 0.80) or lower (MPR  less than  0.80) adherence and mapped using Arc GIS, a platform for designing and managing solutions through the application of geographic knowledge. Analysis included a determination of whether the MPRs of higher and lower adherence ZIP codes were significantly different. Hot spot analysis was conducted to identify clustering of higher, midrange, and lower adherent ZIP codes using the GetisORD Gi* Statistic. This test provides z-scores and P values to indicate where features with either high or low values cluster spatially. MPRs for these 3 categories were compared using one-way analysis of variance (ANOVA). 

RESULTS

Of 1,154 Michigan ZIP codes, 907 were represented by 212,783 insured statin users. The mean statin MPR by ZIP code was 0.79 ± 0.4. The mean MPR for higher adherent ZIP codes was 0.83 ± 0.03 and 0.76 ± 0.03 for lower adherent ZIP codes (P  less than  0.001). Significant clustering of ZIP codes by adherence levels was evident from the hot spot analysis. The mean MPR was 0.84 ± 0.04 for high adherence areas, 0.79 ± 0.03 for midrange areas, and 0.74 ± 0.04 for lower adherent areas (overall P  less than  0.001). 

CONCLUSIONS

Significant variations in adherence exist across ZIP codes at a state level. Future research is needed to determine locally relevant factors associated with this finding, which may be used to derive locally meaningful interventions.

Addressing medication nonadherence by mobile phone: development and delivery of tailored messages

BACKGROUND

Medication nonadherence remains a significant public health problem, and efforts to improve adherence have shown only limited impact. The tailoring of messages has become a popular method of developing communication to influence specific health-related behaviors but the development and impact of tailored text messages on medication use is poorly understood.

OBJECTIVES

The aim of this paper is to describe an approach to developing theory-based tailored messages for delivery via mobile phone to improve medication adherence among patients with diabetes.

METHODS

Kreuter's five-step tailoring process was followed to create tailored messages for mobile phone delivery. Two focus group sessions, using input from 11 people, and expert review of message content were used to adapt the survey instrument on which the messages were tailored and edit the developed messages for the target population.

RESULTS AND CONCLUSIONS

Following established tailoring methods a library of 168 theory-driven and 128 medication-specific tailored messages were developed and formatted for automated delivery to mobile phones. Concepts from the Health Belief Model and Self-Determination Theory were used to craft the messages and an algorithm was applied to determine the order and timing of messages with the aim of progressively influencing disease and treatment-related beliefs driving adherence to diabetes medication. The process described may be applied to future investigations aiming to improve medication adherence in patients with diabetes and the effectiveness of the current messages will be tested in a planned analysis.

Comparisons of health care utilization outcomes in children with asthma enrolled in private insurance plans versus medicaid

OBJECTIVES

Very few studies have captured the differences in the outcomes of pediatric patients based on the patients' type of health insurance plan. The purpose of this retrospective cohort study was to examine the impact of the type of health insurance plan (public insurance vs. private insurance) on outcomes (health care utilization and medication adherence) in children with asthma.

METHODS

This retrospective cohort study analyzed Medicaid/commercial data from eight states licensed under Thomson Medstat. Subjects were 11,027 children with asthma (6435 enrolled in Medicaid and 4592 enrolled in a commercial health maintenance organization) who newly started asthma pharmacotherapy and were followed up for 12 months before and after the index anti-asthmatic medication fill. Data on health care utilization and medication adherence were examined to compare health care utilization-based outcomes. Quantile regression analysis was used to study medication adherence, and Poisson regression was used to determine health care utilization.

RESULTS

Patients with a private insurance plan had significantly higher medication adherence rates (p < .01) compared with those who had a Medicaid plan. Patients with Medicaid plans also were associated with 20% more inpatient hospitalizations and 48% increased odds of emergency department visits, but they had 42% fewer outpatient visits compared with those who had a private plan (all p < .05).

CONCLUSION

Children with asthma who are enrolled in Medicaid receive fairly comprehensive coverage of medical services, and thus further research is needed to determine the reasons for poor health care utilization-related outcomes in this population.

Associations between physician financial incentives and the prescribing of anti-asthmatic medications in children in US outpatient settings

This study examined how sociological factors including financial incentives influenced whether asthmatic children received a controller medication, a reliever medication or both. The 2007 National Ambulatory Medical Care Survey was used for this analysis. A logistic regression was applied to capture the physician's decision-making and to analyze anti-asthmatic medication choice. Children with asthma seeing a pediatrician were approximately 69% more likely than children seeing a family doctor to receive a controller medication than reliever medication (p<0.01). Children with asthma enrolled in a capitated plan were 23% more likely to receive controller medications than reliever medications (p<0.01). Children with asthma of Hispanic ethnicity were 28% less likely to receive controller medication compared to non-Hispanic white (p<0.05) children. Compared with physicians with lower financial incentives, physicians who received medium (39%, p<0.05) or higher (42%, p<0.01) financial incentives from payers were more likely to prescribe controller medication than reliever medication for asthmatic children. An important finding of this study is that physicians who had medium or higher financial incentives from payers were about 40% more likely to prescribe a controller medication in asthmatic children. Findings suggest that physician incentives and capitated plans are associated with an increase in physicians prescribing controller medications or preventive care in children with asthma.

Demographic characteristics and estimated prevalence of Fontan-associated plastic bronchitis

Plastic bronchitis (PB) is a poorly understood disease that can complicate any underlying pulmonary disease. However, it appears to most often occur in patients with surgically palliated congenital heart disease, particularly after the Fontan procedure. Few data exist about the prevalence and etiology of PB in this population. In an effort to establish data about prevalence, we conducted a retrospective study of an existing Fontan surgery database (n = 654) comprised of data, including sex, age at date of surgery, alive/dead status, New York Heart Association classification at last follow-up, right-ventricular end-diastolic pressure and pulmonary artery pressure before Fontan surgery, and the presence of a Fontan fenestration. An initial medical record review of 173 patients in the database who were followed at the University of Michigan identified seven patients with PB resulting in an estimated prevalence of 4 %. Subsequently, 14 % of 211 surveyed patients reported that they presently expectorate mucus or fibrin plugs (casts). Demographic and clinical variables did not differ between patients with or without possible PB. Collectively, these findings suggest that Fontan patients presently with PB may range from 4 to 14 %, indicating potential under-diagnosis of the disease. There were no remarkable physical or hemodynamic indicators that differentiated patients with or without possible PB. These data also highlight the need for more elaborate, prospective studies to improve our understanding of PB pathogenesis so that more definitive diagnostic criteria for this devastating disease can be established and its prevalence more accurately determined.

Potential impact of pharmacist interventions to reduce cost for Medicare Part D beneficiaries

The objective was to determine the impact of simulated pharmacist interventions on out-of-pocket cost, time to coverage gap, and cost per patient to the Medicare Part D program using actual patient cases from an adult general medicine clinic. Medication profiles of 100 randomly selected Medicare-eligible patients from a university-affiliated general internal medicine clinic were reviewed by a pharmacist to identify opportunities to cost-maximize the patients' therapies based on the plan. An online Part-D calculator, Aetna Medicare Rx Essentials, was used as the standard plan to determine medication cost and time to gap. The primary analysis was comparison of the patients' pre-review and post-review out-of-pocket cost, time to coverage gap, and cost to Medicare. A total of 65 patients had at least 1 simulated pharmacist cost intervention. The most common intervention was substituting for a less costly generic, followed by substituting a generic for a brand name. Projected patient cost savings was $476 per year. The average time to coverage gap was increased by 0.7 ±1.2 months. This study illustrates that the pharmacists may be able to reduce cost to some patients as well as to the Medicare Part D program.

The association between asthma and absenteeism among working adults in the United States: results from the 2008 medical expenditure panel survey

OBJECTIVE

The purpose of this study was to evaluate the association between asthma status and the occurrence and length of work absences among the US working adults.

METHODS

A cross-sectional study was conducted using the 2008 Medical Expenditure Panel Survey (MEPS). Employed respondents between ages 18 and 55 years were included. The association between asthma status (whether respondents have asthma or not) and occurrence of absences and the length of time per absence was evaluated using a two-part model. A multivariate logistic regression as the first part of the model was to estimate the probability of being absent from work at least once during the observation period as a function of asthma status. A multivariate negative binomial regression as the second part of the model was used to assess whether the length of each absence from work was associated with asthma status among respondents who reported at least one absence from work. Sociodemographic, socioeconomic, employment-related, health status, and comorbidity variables were included in each model as covariates.

RESULTS

Of 12,161 respondents, 8.2% reported having asthma, which accounted for 10.4 million working adults in the United States in 2008. Employed adults with asthma were more likely to report having at least one absence from work compared to those without asthma in bivariate analyses (26.2% vs. 16.2%, p < .01). After adjusting for the number of comorbid chronic conditions and other covariates, there was no significant difference between having asthma and absenteeism among respondents (odds ratio (OR) = 1.31, 95% confidence interval (CI) = 0.99-1.72, rate ratio (RR) = 1.25, 95% CI = 0.91-1.72).

CONCLUSIONS

Overall burden of illness as measured by comorbidity indices and perceived health status, but not asthma alone, contributes to absenteeism as well as the number of days off during each occurrence among employed people. It is important for health services researchers to consider overall burden of illness when examining the association between a general outcome such as absence from work and specific conditions such as asthma.

Mental health resource utilization and health care costs associated with race and comorbid anxiety among Medicaid enrollees with major depressive disorder

OBJECTIVE

The objective of this study was to assess the association among race, comorbid anxiety, and mental health resource utilization among Medicaid enrollees with major depressive disorder (MDD).

METHODS

A retrospective cross-sectional study design was used to identify adult patients with MDD newly initiating an antidepressant between January 1, 2004, and December 31, 2006, from the MarketScan Multi-State Medicaid Database. Measures of mental health resource utilization included mental health-related office visits, hospitalizations, emergency department visits, and health care costs. The associations of mental health resource utilization with race and comorbid anxiety were examined respectively using multivariable logistic regression, negative binominal regression, and log-transformed linear regression models.

RESULTS

A total of 3083 Medicaid enrollees with MDD were included. Approximately 25% of patients had comorbid anxiety. Caucasians were more likely to have comorbid anxiety than African Americans (30.2% vs 16.4%, p < .01). After controlling for covariates, comorbid anxiety was significantly associated with more frequent mental health resource utilization. African Americans were significantly less likely than Caucasians to have mental health-related office visits (OR, 0.54; 95% CI, 0.45-0.66) but more likely to be hospitalized (OR, 2.57; 95% CI, 1.84-3.60) and to have emergency department visits (OR, 1.52; 95% CI, 1.05-2.19).

CONCLUSIONS

Comorbid anxiety was positively associated with mental health resource utilization among Medicaid enrollees with MDD. Health disparities in health care utilization between African Americans and Caucasians still exist.

Comparative performance of comorbidity indices in predicting health care-related behaviors and outcomes among Medicaid enrollees with type 2 diabetes

No single gold standard of comorbidity measure has been identified, and the performance of comorbidity indices vary according to the outcome of interest. The authors compared the Charlson Comorbidity Index, Elixhauser Index (EI), Chronic Disease Score (CDS), and Health-related Quality of Life Comorbidity Index (HRQL-CI) in predicting health care-related behaviors (physicians' concordance with diabetes care standards and patients' oral antidiabetic drug [OAD] adherence) and outcomes (health care utilization and expenditures) among Medicaid enrollees with type 2 diabetes. A total of 9832 diabetes patients who used OAD were identified using data from the MarketScan Medicaid database from 2003 to 2007. Predictive performance of the comorbidity index was assessed using multiple regression models controlling for patient demographics, diabetes severity, and baseline health care characteristics. Among the 4 indices, the CDS was best at predicting physician's concordance with care standards. The CDS and HRQL-CI mental index performed better than other indices as predictors of medication adherence. The EI was best at predicting health care utilization and expenditures. These results suggest that, for these low-income diabetes patients, the CDS and HRQL-CI mental index were relatively better risk-adjustment tools for health care-related behavior data evaluation and the EI was the first choice for health care utilization and expenditures data.

Physician prescribing patterns of innovative antidepressants in the United States: the case of MDD patients 1993-2007

OBJECTIVE

Innovative antidepressants such as SSRIs and SNRIs have been widely adopted. However, the differences in their adoption across patients' and physicians' characteristics, geographic regions, and insurance status need to be further explored. This study was trying to disentangle the patterns of physician antidepressant prescribing and medication choice for major depressive disorder treatment.

METHOD

A retrospective cross-sectional study was conducted using the 1993-2007 National Ambulatory Medical Care Survey database. A multinomial logistic regression with the Heckman two-step selection procedure was applied to capture the two-step nature of physician prescription decision making.

RESULTS

The weighted logistic regression indicated that patients' race/ethnicity and primary source of payment for services, physician ownership status, and physicians' practice regions were associated with differential likelihood of physician' antidepressant prescribing. Non-Hispanic white patients were more likely to be prescribed antidepressants compared to Hispanic patients (OR = 1.52, 95% CI 1.24-1.87). Physicians' choice on antidepressant varied across with patient age and health insurance status. Compared to private insurance, patients who were primarily covered by Medicare were less likely to be prescribed only SSRIs/SNRIs or other newer antidepressants (RRRs = 0.42 and 0.39; 95% CIs 0.21-0.83 and 0.18-0.84, respectively).

CONCLUSIONS

We observed strong associations between sociological factors and physicians' antidepressant prescribing patterns. Possible health disparities and gaps between optimal and suboptimal healthcare for patient mental health caused by systematic differences in sociological factors need to be mitigated. We need policy makers to design effective policy interventions to improve physician practice guidelines adherence to eliminate possible variations among physician practices.