Pregnancy-related risk factors and receipt of postpartum care among Texas Medicaid pregnant enrollees: Opportunities for pharmacist services.

BACKGROUND: The United States (US) experiences the highest rate of maternal mortality of similar countries. Postpartum care (PPC) focused on chronic disease management is potentially lifesaving, especially among pregnancies complicated by risk factors such as diabetes, hypertension, and mental health conditions (MHCs), which are conditions in which pharmacists can have an impact. OBJECTIVE: To evaluate the prevalence of maternal mortality risk factors and their relationships with receipt of PPC among Texas Medicaid enrollees. METHODS: A retrospective study included women with a delivery between 3/25/2014-11/1/2019 who were continuously enrolled in Texas Medicaid during the study period from 84 days pre-delivery to 60 days post-delivery. PPC was defined as ≥1 visit associated with postpartum follow-up services. Maternal mortality risk factors (diabetes, hypertension, and MHCs) during and after pregnancy were identified using diagnoses and medication utilization. Age, race/ethnicity, cesarean delivery, and preterm birth served as covariates. Multivariable logistic regression was used to address the study objective. RESULTS: The sample (N = 617,010) was 26.5±5.7 years, primarily (52.8%) Hispanic, and 33.0% had cesarean deliveries and 9.3% had preterm births. Risk factor prevalence included: diabetes (14.0%), hypertension (14.3%), and MHCs during (6.3%) and after (9.1%) pregnancy. A majority (77.9%) had a PPC visit within 60 days of delivery. The odds of receiving PPC were 1.2 times higher for patients with diabetes (OR = 1.183; 95% CI = 1.161-1.206; P < 0.0001), 1.1 times higher for patients with hypertension (OR = 1.109; 95% CI= 1.089-1.130; P < 0.0001), and 1.1 times higher for patients with MHCs (OR=1.138; 95% CI = 1.108-1.170; P < 0.0001) than patients without, respectively. CONCLUSION: Over three-quarters of Texas Medicaid pregnant enrollees received PPC within 60 days of delivery and risk factors were prevalent and predictive of receipt of PPC. Pharmacists can have a positive impact on maternal health by addressing hypertension, diabetes, and MHC risk factors.

Part 2: Assessment of a virtual vs. onsite interview experience from the interviewer perspective.

INTRODUCTION: The University of Texas at Austin College of Pharmacy transitioned from onsite interviews to virtual interviews in fall 2020. There is limited literature on whether the virtual format impacts an interviewer's assessment of a candidate. This study examined interviewer ability to assess candidates and barriers to participation. METHODS: During the virtual interview process, interviewers utilized a modified multiple mini interview (mMMI) format to evaluate prospective college of pharmacy students. An 18-item survey was emailed to 62 interviewers from the 2020-2021 cycle. Virtual mMMI scores were compared to the previous year's onsite MMI scores. Descriptive statistics and thematic analysis were used to assess the data. RESULTS: The response rate to the survey was 53% (33/62), and 59% of interviewers preferred virtual interviews to in-person. Interviewers stated that there were fewer barriers to participation, increased comfort, and more time with applicants during virtual interviews. For six of the nine attributes evaluated, ≥ 90% of interviewers reported that they were able to assess applicants as well as they did in person. When comparing virtual and onsite MMI scores, seven of nine attributes were statistically significantly higher in the virtual cohort than onsite. CONCLUSIONS: From the perspective of interviewers, the virtual interview decreased barriers to participation and still allowed the ability to assess the candidates. While offering a choice of interview setting to interviewers could increase accessibility, the statistically significant difference in MMI scores between virtual and onsite formats suggests that additional standardization is required to offer both formats simultaneously.

Part 1: Assessment of a virtual vs. onsite interview experience from the interviewee perspective.

INTRODUCTION: The University of Texas at Austin College of Pharmacy transitioned the prospective student interview process for the incoming Class of 2025 from an onsite to a virtual Zoom interview. Differences between the two processes were assessed to determine utility of virtual interviews in the future. The objective was to compare preference, impact, and barriers to onsite and virtual interview experiences for prospective students. METHODS: A survey to assess interviewees' opinions regarding the interview process, preference, and barriers to participation was emailed to candidates following the 2020-2021 interviews. Responses were evaluated using descriptive statistics, chi-square, Mann-Whitney U tests, and constant comparison thematic analysis. RESULTS: The survey response rate was 40%. Of these, 54% preferred virtual interviews. Travel, lodging, and time were identified as barriers, with 80.5% of interviewees reporting at least one of these barriers. Respondents who chose time or had more barriers were more likely to prefer virtual interviews. Hosting a pre-interview day helped candidates prepare. Having a pharmacy student in the breakout room helped reduce stress. Interviewees were able to engage, showcase their personality, and learn the culture of the college despite the virtual nature. CONCLUSIONS: From an interviewee perspective, the virtual interview process is a viable method to continue. Virtual interviews decrease barriers to access for candidates unable to attend onsite interviews while still allowing candidates to feel engaged, learn about the program, and have a positive experience. Pharmacy institutions may consider virtual interviews as an alternative or supplement to onsite interviews.

Real-world opioid use among patients with migraine enrolled in US commercial insurance and risk factors associated with migraine progression.

BACKGROUND: Migraineurs may be categorized as having episodic migraine (EM: < 15 headache days/month) or chronic migraine (CM: ≥ 15 days/month for > 3 months with ≥ 8 days/month having features of migraine). Opioid use has been linked to progression from EM to CM. OBJECTIVE: To describe the utilization of opioid prescriptions among patients with migraine, to determine the association between opioid use and migraine progression, and to explore demographic and clinical risk factors for migraine progression. METHODS: This retrospective cohort study used Optum's deidentified Clinformatics Data Mart Database from January 2015 to December 2018. Adult patients with a migraine diagnosis and continuous health plan enrollment were included. Opioid use was measured by average daily morphine equivalent dose, also known as morphine milligram equivalent (MME). Descriptive statistics were used to summarize the opioid use by patient demographic and clinical characteristics. A Cox proportional hazards model with stepwise selection was used to determine the risk factors of new-onset CM. RESULTS: Overall, 35% of patients with migraine (27,331 of 78,134) received prescription opioids (> 0 MME/day) during the 12-month follow-up period. Higher opioid dosage was found in patients who had CM and comorbidities of interest. Compared with patients with EM, patients with CM were twice as likely to receive at least 20 MME/day (CM 3.8% vs EM 1.9%) and had a higher median opioid day supply (CM 20 vs EM 10) during follow-up. About 7% of patients with CM with at least 1 opioid prescription had at least 50 MME/day in any 90-day period during follow-up. A significant association was found between MME level and the likelihood of new-onset CM. Additional significant risk factors of migraine progression included younger age, female sex, South and West regions, and having a diagnosis of medication overuse headache, depression, back pain, or fibromyalgia (all P < 0.05). CONCLUSIONS: Despite guidelines and the availability of more migraine-specific treatments, opioids are still commonly prescribed to patients with migraines in real-world practice, especially for those with CM. In this study population, a higher risk of new-onset CM was associated with receiving higher opioid doses.

Healthcare utilization and costs among patients with chronic migraine, episodic migraine, and tension-type headache enrolled in commercial insurance plans.

OBJECTIVE: To quantify and compare healthcare utilization and costs for patients with chronic migraine (CM), episodic migraine (EM), and tension-type headache (TTH) enrolled in US commercial health plans. METHODS: This retrospective cohort study used the Optum Clinformatics® Data Mart database from January 2015 to December 2018. Adult patients with a diagnosis of EM, CM or TTH and at least 12 months of continuous enrollment before and after diagnosis were included. Inverse probability of treatment weighting was used to adjust for baseline differences among the three groups. Patient demographic and clinical characteristics at baseline, and healthcare utilization and costs during follow-up, were described and compared between the three groups. RESULTS: A total of 45,849 patients were included: 8955 with CM, 31,961 with EM, and 4933 with TTH. The total all-cause annual direct medical costs of patients with CM ($17,878) were 1.38 times higher (95% CI: 1.31-1.44) than those with EM ($12,986), and 2.26 times higher (95% CI: 2.08-2.47) than those with TTH ($7902). The annual migraine/TTH-related costs of patients with CM ($1869) were 4.19 times higher (95% CI: 3.92-4.48) than those with EM ($446), and 11.90 times (95% CI: 10.59-13.52) higher than those with TTH ($157). In the adjusted analyses, for all service categories (emergency department, inpatient, outpatient, and prescriptions), the expected costs in the migraine groups were higher than in the TTH group (all p < 0.001), while controlling for covariates. Main findings were consistent in both weighted and unweighted samples, and with both unadjusted and adjusted analyses. CONCLUSION: This study provides an updated assessment of healthcare utilization and expenditures for adult patients with primary headache disorders. Compared to TTH, migraine is associated with higher resource use and direct medical costs, especially for those with a chronic condition. Future studies are needed to understand the indirect medical costs (productivity loss) and humanistic burden (quality of life) between migraine and TTH.

Age-related prescription medication utilization for the -management of sickle cell disease among Texas Medicaid patients.

INTRODUCTION: Sickle cell disease (SCD) is associated with recurrent complications and healthcare burden. Although SCD management guidelines differ based on age groups, little is known regarding actual utilization of preventative (hydroxyurea) and palliative therapies (opioid and nonopioid analgesics) to manage complications. This study assessed whether there were agerelated differences in SCD index therapy type and SCD-related medication utilization. DESIGN AND PATIENTS: Texas Medicaid prescription claims from September 1, 2011 to August 31, 2016 were retrospectively analyzed for SCD patients aged 2-63 years who received one or more SCD-related medications (hydroxyurea, opioid, or nonopioid analgesics). OUTCOME MEASURES: The primary outcomes were SCD index drug type and medication utilization: hydroxyurea adherence, and days' supply of opioid, and nonopioid analgesics. Chi-square, analysis of variance, and Kruskal-Wallis tests were used. RESULTS: Index therapy percentages for included patients (N = 2,339) were the following: opioids (45.7 percent), nonopioids (36.6 percent), dual therapy-opioids and nonopioids (11.2 percent), and hydroxyurea (6.5 percent), and they differed by age-groups (χ2 = 243.0, p < 0.0001). Hydroxyurea as index therapy was higher among children (2-12:9.1 percent) compared to adults (26-40:3.7 percent; 41-63:2.9 percent). Opioids as index therapy were higher among adults (18-25:48.0 percent; 26-40:54.9 percent; 41-63:65.2 percent) compared to children (2-12:36.6 percent). Mean hydroxyurea adherence was higher (p < 0.0001) for younger ages, and opioid days' supply was higher for older ages. CONCLUSIONS: Texas Medicaid SCD patients had low hydroxyurea utilization and adherence across all age groups. Interventions to increase the use of hydroxyurea and newer preventative therapies could result in better management of SCD-related complications and reduce the frequency of pain crises, which may reduce the need for opioid use.

Use of patient assessment skills in advanced pharmacy practice experiences.

INTRODUCTION: Pharmacy programs are required to teach patient assessment (PA) skills. However, pharmacist workforce survey data indicates that limited opportunities exist for students to practice PA skills in real-world settings. The study objectives were to (1) assess how often PA skills are utilized by fourth-year pharmacy (P4) students on advanced pharmacy practice experiences (APPEs), (2) determine perceived competence in performing PA skills, and (3) examine relationships between grade-point average or post-graduation plans and the number of skills performed and between skill use frequency and self-reported competency. METHODS: P4 students completed a questionnaire assessing 13 PA skills. Respondents performing a skill indicated frequency of use and rated their competence using a 5-point scale. Descriptive and bivariate statistics were reported. RESULTS: The response rate was 81%. Measuring blood pressure (BP) (76%) and evaluating metered-dose inhaler (MDI) technique (74%) were most commonly performed. Peak-flow meter evaluation (6%) and lymph node examination (2%) were least commonly performed. Measuring BP and evaluating MDI technique had the highest competency ratings (4.6 + 0.7 for both). Lung (3.4 + 0.7) and heart (2.8 + 1) auscultation had the lowest competency ratings. Positive correlations were found between the frequency of skill use and self-reported competence for assessing MDI technique, peripheral pulses, and peripheral edema. No other findings were significant. CONCLUSIONS: P4 students reported high perceived competency for PA skills performed frequently during APPEs. Preceptor education, requiring skill use, and encouraging students to proactively identify situations to use skills could increase opportunities for use of PA skills.

Prevalence of and Factors Associated with Gabapentinoid Use and Misuse Among Texas Medicaid Recipients.

BACKGROUND AND OBJECTIVES: Gabapentin and pregabalin have been considered relatively safe opioid-sparing adjuncts for pain management. However, rising prescribing trends, presence of gabapentinoids in opioid-related overdoses, and the growing body of evidence regarding gabapentinoid misuse and abuse, have caused gabapentinoids to emerge as a drug class of public health concern. This study aimed to assess the prevalence of, and factors associated with gabapentinoid use and misuse. METHODS: This retrospective study of Texas Medicaid data from 1/1/2012 to 30/8/2016 included patients aged 18-63 years at index date, with ≥ 1 gabapentinoid prescription, and continuously enrolled 6 months pre-index and 12 months post-index. Gabapentinoid misuse was defined as ≥ 3 claims exceeding daily doses of 3600 mg for gabapentin and 600 mg for pregabalin. Age, gender, concurrent opioid use, neuropathic pain diagnoses and gabapentinoid type were independent variables. Descriptive and inferential statistics were used. RESULTS: Of included subjects (N = 39,000), 0.2% (N = 81) met study criteria for gabapentinoid misuse. Overall, the majority (76.4%) of gabapentinoid users were aged 41-63 years with a mean ± SD age of 48.2 ± 10.7 years. Those patients meeting the study criteria for gabapentinoid misuse were significantly younger (45.1 ± 11.0 vs 48.2 ± 10.7, p = 0.0084). Majority of the study sample was female (68.1%). However, a significantly higher proportion of males met the study criteria for gabapentinoid misuse compared to females (0.3% vs 0.2%, p = 0.0079). Approximately one-half (51.9%) of the study sample had neuropathic pain, and gabapentinoid misuse was significantly higher in neuropathic pain patients compared to those without neuropathic pain (0.3% vs 0.1%, p = 0.0078). Over three-quarters (77.4%) of patients were using gabapentin; however, gabapentinoid misuse was significantly higher among pregabalin users (0.4% vs 0.2%, p = 0.0003). Approximately 20% (17.3%) of gabapentinoid users had ≥ 90 days of concurrent opioid use. However, there was no significant difference in gabapentinoid misuse among patients with concurrent opioid use compared to patients without (0.3% vs 0.2%, p = 0.1440). Factors significantly associated with misuse included: male sex (odds ratio [OR] 0.486; 95% confidence interval [CI] 0.313-0.756; p = 0.0013); neuropathic pain (OR 2.065; 95% CI 1.289-3.308; p = 0.0026); and pregabalin versus gabapentin use (OR 2.337, 95% CI 1.492-3.661; p = 0.0002). Concurrent opioid use was not significantly associated with gabapentinoid misuse (OR 1.542, 95% CI 0.920-2.586; p = 0.1006). CONCLUSION: Prevalence of gabapentinoid misuse was low (0.2%) among Texas Medicaid recipients. Younger age, male gender, neuropathic pain diagnosis and pregabalin use were significantly associated with higher levels of gabapentinoid misuse.

Use of a claims-based algorithm to estimate disease severity in the multiple sclerosis Medicare population.

BACKGROUND/OBJECTIVE: To compare algorithm determined disease severity, risk of multiple sclerosis (MS) relapse, and MS-related hospitalization between the age-eligible and disability-eligible MS Medicare populations. METHODS: Using the Humana claims dataset (2013 - 2015), patients were divided into Medicare age-eligible and disability-eligible groups. A previously developed algorithm, which used MS symptoms and healthcare utilization to categorize MS disease severity into three groups (low, moderate, high) at baseline was employed. Flexible parametric and Cox proportional hazard models were used to estimate the risk for MS relapses and MS-related hospitalizations among the MS disease severity groups and the two eligibility cohorts in the follow-up period. RESULTS: Of the overall sample (N = 6,559), the majority (N = 4,813, 73.4%) were disability-eligible and in the low disease severity group (N = 4,468, 68.1%). In 10 of 16 disease severity algorithm predictors, the prevalence of these predictors was significantly (p<0.001) higher in the disability-eligible group compared to the age-eligible group. Survival analyses revealed that the disability-eligible group had a significantly higher risk for follow-up MS relapses and follow-up MS-related hospitalizations (HR = 1.79 [CI 1.54 - 2.08] and HR = 1.38 [CI 1.11-1.72], respectively) compared to those in the age-eligible group. When both eligibility and disease severity were considered in the model increases in hazard ratios corresponded generally to increases in disease severity. However, the type of Medicare eligibility does not appear to have a clear pattern across MS disease severity groups for either MS relapse or hospitalizations, CONCLUSION: The disability-eligible Medicare population had a significantly higher prevalence of MS comorbidities and higher MS severity scores at baseline. In addition, they had a higher risk for MS-related relapses and MS-related hospitalizations in the follow-up period. It is important to account for disability status when assessing disease severity and healthcare utilization.

Gender and ethnic differences in rates of immune reconstitution, AIDS diagnosis, and survival.

In this work, we use 2011-2013 Texas HIV surveillance data (N=2,175) and apply hierarchical linear and Cox regression modeling to characterize the association of gender and race/ethnicity with rate of immune recovery and determine whether immune recovery contributes to gender and racial/ethnic disparities in AIDS diagnosis and survival. The associations between gender and rate of immune recovery and between race/ethnicity and rate of immune recovery were not statistically significant (p > 0.05). In the multivariate survival analyses, there was no statistically significant association between gender and AIDS diagnosis (Adjusted Hazard Ratio (AHR) = 1.06, p = 0.61, 95%=0.85-1.32) and between race/ethnicity and AIDS diagnosis (Blacks vs Whites: AHR = 1.10, p = 0.24, 95% CI = 0.94-1.30; Hispanics vs Whites: AHR = 1.06, p = 0.46, 95% CI = 0.91-1.24). Similarly, there were no statistically significant associations with death (males vs females: AHR = 0.88, p = 0.73, 95% CI = 0.43-1.81; Blacks vs Whites: AHR = 0.68 p = 0.25, 95% CI = 0.36-1.30; Hispanics vs Whites: AHR = 0.96, p = 0.88, 95% CI = 0.55-1.67). However, the direction of the point estimates were in the reverse direction when compared to the rate of immune recovery or the AIDS diagnosis models. Our findings suggest that differences in rate of immune recovery may better explain disparities in AIDS diagnosis than disparities in survival. Future studies with longer follow-up may potentially generate statistically significant results.

Association between quality-of-care indicators for HIV infection and healthcare resource utilization and costs.

OBJECTIVES: Multiple care quality indicators for HIV infection exist but few studies examine their impact on health outcomes. This study assessed which HIV care quality indicators were associated with healthcare resource utilization and costs. DESIGN: Retrospective analysis of Texas Medicaid claims data (01 January 2012 to 31 September 2016). METHODS: Included patients had at least two HIV-related medical claims during the identification period (01 July 2012 to 31 August 2014) (index = date of first HIV claim), were 18-62 years at index, and were continuously enrolled in the 6-month pre-index and 1-year post-index periods. Dependent variables included emergency department (ED) visits, inpatient hospitalizations, prescription count, and all-cause healthcare costs. Independent variables included CD4 cell count monitoring, syphilis, chlamydia, gonorrhea, hepatitis B, hepatitis C, and tuberculosis screenings, influenza and pneumococcal vaccinations, retention in care, and HAART initiation. Covariates included age, chronic hepatitis C virus infection, AIDS diagnosis, sex, and baseline healthcare cost. The study objective was addressed using generalized linear modeling. RESULTS: CD4 cell count monitoring and HAART initiation were significantly associated with reduced emergency department visits (P < 0.0001 for each). Influenza vaccination was significantly associated with reduced inpatient hospitalization (P < 0.0001). CD4 cell count monitoring (P < 0.0001), TB screening (P = 0.0006), influenza vaccination (P < 0.0001), and HAART initiation (P < 0.0001) were significantly associated with increase prescription claims. CD4 cell count monitoring, TB screening, and HAART initiation (P < 0.0001 for each) were significantly associated with all-cause healthcare costs. CONCLUSION: HAART may reduce use of emergency care services as early as 1 year following initiation.

Comprehensive health management pharmacist-delivered model: impact on healthcare utilization and costs.

OBJECTIVES: To (1) examine the impact of the Comprehensive Health Management Patient Service (CHaMPS) on unplanned hospital admissions and emergency department (ED) visits in patients with chronic conditions, (2) describe the number and type of pharmacist interventions, and (3) determine the cost savings of CHaMPS. STUDY DESIGN: Retrospective, cross-sectional design with a matched comparator group. METHODS: CHaMPS integrated pharmacists within family medicine clinics to optimize medication use among patients with chronic conditions. Outcomes were the change in unplanned hospital admissions and ED visits from baseline to 180- and 365-day postintervention periods between the CHaMPS and propensity-matched comparator groups. Descriptive, bivariate (t tests and McNemar tests), and multivariate (general linear models) statistical analyses were used. Pharmacist interventions are reported and a cost-benefit analysis was conducted. RESULTS: A total of 624 patients (312 in the CHaMPS group and 312 in the comparator group) were included. Unplanned hospital admissions decreased in the CHaMPS group and increased in the comparator group (not significant). ED visits remained stable in the CHaMPS group but increased significantly in the comparator group, resulting in a significant mean change in ED visits between the groups at the 180- and 365-day postintervention periods (P = .03 for both periods). Pharmacists provided a total of 5705 medication-related problem, education, and medication reconciliation interventions (18.3 per patient). The benefit-cost ratio ranged from 2.1:1 to 2.6:1. CONCLUSIONS: CHaMPS achieved its goals by demonstrating a positive impact on ED visits and a benefit-cost ratio greater than 1.0. The cost savings of the embedded pharmacist model are most beneficial from a payer perspective or an accountable care organization approach to healthcare.

Comparison of Prostaglandin Analog Treatment Patterns in Glaucoma and Ocular Hypertension.

BACKGROUND: Prostaglandin analogs (PGAs) are considered an initial therapy to manage increased intraocular pressure (IOP) for patients with glaucoma. When the initial PGA treatment fails to lower IOP adequately, the patient may add or change medications or have surgery/laser treatment. OBJECTIVE: To compare medication adherence, duration of therapy, and treatment patterns among 3 PGAs-latanoprost, travoprost, and bimatoprost-as initial therapies for patients with glaucoma or ocular hypertension. METHODS: This was a retrospective cohort study using administrative claims data. The cohort consisted of patients newly diagnosed with glaucoma or ocular hypertension with at least 1 prescription claim for latanoprost, travoprost, or bimatoprost and enrolled in a Medicare Advantage plan between 2007 and 2012. The 24-month medication possession ratio (MPR) was used to measure medication adherence. Discontinuation of first-line PGA therapy was defined as nonpersistence (90-day gap allowance) of the index PGA or a change in therapy during the 24-month follow-up period. Types of second-line therapy (i.e., switch, addition, and surgery) were identified. The 1:1:1 propensity score matching was used. RESULTS: Patients who met the inclusion criteria were propensity score matched, resulting in 1,296 patients per PGA group. Latanoprost users showed higher adherence (50.1%) than travoprost (48.8%) and bimatoprost (43.0%) users. The latanoprost and travoprost groups had significantly higher MPRs than bimatoprost (P < 0.0001). The latanoprost group showed significantly longer duration of first-line therapy (372 days) than the bimatoprost group (343 days; P = 0.003) but not the travoprost group (361 days). After controlling for demographic and clinical characteristics, a Cox proportional hazards model showed that the travoprost and bimatoprost groups had a higher risk of discontinuation of first-line therapy than the latanoprost group (P < 0.0001). The percentage of patients continuing on the index PGA without treatment pattern change (i.e., switches, additions, and surgery) was higher for latanoprost users (52.9%) compared with travoprost (39.0%) or bimatoprost users (42.1%; P < 0.001). CONCLUSIONS: Patients who used latanoprost as their initial therapy were more likely to adhere and persist to the index PGA compared with bimatoprost users. The latanoprost group demonstrated a lower risk of discontinuing first-line therapy than the travoprost and bimatoprost groups. The results may assist ophthalmologists in determining the optimal management of this patient population with respect to treatment patterns. DISCLOSURES: No outside funding supported this study. All authors except Heo and Nair are employed by The University of Texas at Austin College of Pharmacy. Heo was with the Health Outcomes Division, The University of Texas at Austin College of Pharmacy during a portion of this study and is employed by Genesis Research. Nair is employed by Humana. The authors have no financial relationships relevant to this article to disclose. This study was presented as a poster at the 2016 International Society for Pharmacoeconomics and Outcomes Research Annual Meeting, May 2016, Washington, DC.

Examining the heterogeneity of treatment patterns in attention deficit hyperactivity disorder among children and adolescents in the Texas Medicaid population: modeling suboptimal treatment response.

Objectives: To examine suboptimal responses (SR) in attention deficit hyperactivity disorder (ADHD) among pediatric patients in the Texas Medicaid program receiving osmotic-release oral system methylphenidate (OROS-MPH) or lisdexamfetamine (LDX) and apply an SR prediction model to identify patients most likely to experience an SR to either OROS-MPH or LDX therapies. Methods: A retrospective cohort study was conducted using Texas Medicaid claims data of ADHD children and adolescents (6-17 years of age) initiating OROS-MPH or LDX. Primary SR endpoints were drug discontinuation, switching, and augmentation 12-months post-ADHD drug initiation. Logistic regression models were developed to predict SR to OROS-MPH and LDX in 1:1 matched groups of children and adolescent cohorts. Results: A total of 3,633 children and 1,611 adolescents were matched for each cohort. SR was observed among more children (76.4% vs 72.3%; p < 0.001) and adolescents (82.7% vs 78.2%; p = 0.002) initiating OROS-MPH compared to LDX. Patient sub-groups with the highest predicted risk of OROS-MPH SR experienced significantly lower observed SR rates (p < 0.05) when initiating LDX (children: 80.6% for OROS-MPH vs 75.8% for LDX; OR = 0.75, 95% CI = 0.60-0.94; adolescents: 87.2% for OROS-MPH vs 80.6% for LDX; OR = 0.61, 95% CI = 0.41-0.89). For patients with highest predicted SR rates to LDX, observed SR rates were not significantly different between patients initiating LDX or OROS-MPH. Conclusions: This study demonstrated how a personalized medicine approach using administrative claims data can be used to identify sub-groups of child and adolescent ADHD patients with different risks for suboptimal response with OROS-MPH or LDX in a Medicaid population.

Direct oral anticoagulant prescription trends, switching patterns, and adherence in Texas Medicaid.

OBJECTIVES: To compare prescription trends, costs, switch patterns, and mean adherence among oral anticoagulants in the Texas Medicaid population. STUDY DESIGN: Secondary analysis of Medicaid prescription claims data. METHODS: All oral anticoagulant prescriptions for patients aged 18 to 63 years with 1 or more prescription claims for an oral anticoagulant from July 1, 2010, to December 31, 2015, were included in utilization and expenditure trend analyses. Switch patterns and adherence, measured by the proportion of days covered (PDC), were analyzed over 1 year for patients newly initiated on oral anticoagulant therapy. RESULTS: Over the 5.5-year study period, direct oral anticoagulant (DOAC) use increased steadily and the proportion of oral anticoagulant prescription expenditures accounted for by DOACs increased substantially. By December 2015, DOACs accounted for one-third of anticoagulant prescription claims and more than 90% of total oral anticoagulant prescription expenditures. The mean cost per prescription was 30 times higher for DOACs than warfarin. A higher proportion of patients with a DOAC as an index drug switched drugs. The overall mean ± SD PDC was 0.71 ± 0.21, with no significant differences among patients on dabigatran, rivaroxaban, and apixaban. Using a PDC cutoff point of 0.80 to indicate adherence (vs nonadherence), 42% of patients were categorized as adherent. CONCLUSIONS: Texas Medicaid prescription data show a gradual increase in DOAC use with a rapid increase in prescription expenditures. Further exploration of the causes of higher switch rates among DOAC initiators compared with warfarin initiators and nonadherence to DOACs is needed to understand the challenges related to DOAC adoption in practice and to improve patient outcomes.

Economic Burden of Attention-Deficit/Hyperactivity Disorder among Pediatric Patients in the United States.

OBJECTIVES: To determine the adjusted incremental total costs (direct and indirect) for patients (aged 3-17 years) with attention-deficit/hyperactivity disorder (ADHD) and the differences in the adjusted incremental direct expenditures with respect to age groups (preschoolers, 0-5 years; children, 6-11 years; and adolescents, 12-17 years). METHODS: The 2011 Medical Expenditure Panel Survey was used as the data source. The ADHD cohort consisted of patients aged 0 to 17 years with a diagnosis of ADHD, whereas the non-ADHD cohort consisted of subjects in the same age range without a diagnosis of ADHD. The annual incremental total cost of ADHD is composed of the incremental direct expenditures and indirect costs. A two-part model with a logistic regression (first part) and a generalized linear model (second part) was used to estimate the incremental costs of ADHD while controlling for patient characteristics and access-to-care variables. RESULTS: The 2011 Medical Expenditure Panel Survey database included 9108 individuals aged 0 to 17 years, with 458 (5.0%) having an ADHD diagnosis. The ADHD cohort was 4.90 times more likely (95% confidence interval [CI] 2.97-8.08; P < 0.001) than the non-ADHD cohort to have an expenditure of at least $1, and among those with positive expenditures, the ADHD cohort had 58.4% higher expenditures than the non-ADHD cohort (P < 0.001). The estimated adjusted annual total incremental cost of ADHD was $949.24 (95% CI $593.30-$1305.18; P < 0.001). The adjusted annual incremental total direct expenditure for ADHD was higher among preschoolers ($989.34; 95% CI $402.70-$1575.98; P = 0.001) than among adolescents ($894.94; 95% CI $428.16-$1361.71; P < 0.001) or children ($682.71; 95% CI $347.94-$1017.48; P < 0.001). CONCLUSIONS: Early diagnosis and use of evidence-based treatments may address the substantial burden of ADHD.

Health Costs and Outcomes Associated with Medicare Part D Prescription Drug Cost-Sharing in Beneficiaries on Dialysis.

BACKGROUND: High out-of-pocket costs for prescription medications have been associated with poor patient outcomes. A previous study found that the Part D coverage gap was significantly associated with decreases in adherence and persistence for medications frequently used in patients undergoing dialysis. It is not known what effect the decreased use of prescription drugs associated with the coverage gap had on utilization and spending for other medical care.  OBJECTIVE: To determine the relationship between the Part D prescription drug cost-sharing structure and health and economic outcomes in Medicare beneficiaries on dialysis. METHODS: A retrospective analysis using data from the United States Renal Data System (2006-2008) was conducted for Medicare-eligible patients receiving dialysis. Patients were grouped in 1 of 4 cohorts based on low-income subsidy (LIS) receipt and benefit phase in 2007: Cohort 1 (non-LIS and did not reach the coverage gap); Cohort 2 (non-LIS and reached the coverage gap); Cohort 3 (non-LIS and reached catastrophic coverage after the gap); and Cohort 4 (received an LIS, and none of the LIS patients reached the coverage gap). Outcomes included medical care utilization, direct medical costs, and mortality.  RESULTS: A total of 11,732 subjects met the inclusion criteria. Patients in Cohorts 1, 2, and 3 had $3,222 lower, $2,457 lower, and $1,182 higher adjusted pharmacy costs (P less than 0.001), but their adjusted hospitalization costs were $1,499 (P = 0.09), $2,287 (P = 0.01), and $2,959 (P = 0.01) higher, respectively, compared with Cohort 4 (LIS). In the propensity score-matched cohorts, patients who reached the coverage gap (Cohort 2) had higher rates of hospitalization (relative risk [RR] = 1.02, 95% CI = 0.94-1.10), outpatient visits (RR = 1.16, 95% CI = 1.08-1.25), and other visits (RR = 1.17, 95% CI = 1.03-1.32) compared with those who had an LIS (Cohort 4). Patients in Cohort 3 had a higher rate of outpatient visits compared with those in Cohort 4 (RR = 1.14, 95% CI = 1.03-1.25). There were no differences in medical care utilization between patients in Cohort 1 and Cohort 4. Compared with patients in Cohort 4 (LIS), patients in Cohort 2 (those who reached the coverage gap) had 9% higher hospitalization costs (RR = 1.09, 95% CI = 1.01-1.18) and 6% higher outpatient costs (RR = 1.06, 95% CI = 0.97-1.17), respectively. During the 1-year follow-up period, patients in Cohort 2 had a 20% (HR = 1.20, 95% CI = 1.05-1.37) and a 22% (HR = 1.22, 95% CI = 1.01-1.47) increased risk of all-cause and cardiovascular-related mortality compared with those in Cohort 4, respectively.  CONCLUSIONS: Our findings suggest that reaching the Part D coverage gap was associated with unfavorable clinical and economic outcomes in patients undergoing dialysis.

Adherence and persistence to prescribed medication therapy among Medicare part D beneficiaries on dialysis: comparisons of benefit type and benefit phase.

BACKGROUND: The implementation of Medicare Part D provided insurance coverage for outpatient medications, but when persons reach the "gap," they have very limited or no medication insurance coverage until they reach a second threshold for catastrophic coverage. In addition, some patients have a low-income subsidy (LIS), and their out-of-pocket costs do not reach the threshold for the gap. Little is known about how these Part D types (LIS versus non-LIS) and benefit phases (before the gap, during the gap, after the gap) affect medication adherence and persistence of dialysis patients.  OBJECTIVE: To examine medication use, adherence, and persistence for Medicare-eligible dialysis patients by Part D benefit type and benefit phase.  METHODS: A retrospective cohort study using data from the U.S. Renal Data System (USRDS) was conducted for Medicare-eligible dialysis patients. Outcomes included medication use, adherence, and persistence. Patients were categorized into 4 cohorts based on their Part D benefit phase that the beneficiaries reached at the end of the year and LIS receipt in 2007: Cohort 1 = non-LIS and did not reach the coverage gap; Cohort 2 = non-LIS and reached the coverage gap; Cohort 3 = non-LIS and reached catastrophic coverage after the gap; and Cohort 4 = received an LIS and none of the LIS patients reached the coverage gap. Outcomes were measured separately for 5 therapeutic classes of outpatient prescription drugs: antihyperglycemics, antihypertensives, antilipidemics, phosphate binders, and calcimimetics.  RESULTS: A total of 11,732 patients met the study inclusion criteria. Patients were distributed among the cohorts as follows: 3,678 (31.3%) patients in Cohort 1 who did not reach the coverage gap; 4,349 (37.1%) patients in Cohort 2 who reached the coverage gap but not catastrophic coverage; 1,310 (11.2%) patients in Cohort 3 who reached catastrophic coverage; and 2,395 (20.4%) patients in Cohort 4 who had an LIS (none of whom reached the gap). Overall, the percentage of patients who were adherent to their medications (≥ 80% medication possession ratio) was low: 39% for antihyperglycemics, 59% for antihypertensives, 54% for antilipidemics, 22% for phosphate binders, and 35% for cinacalcet. There were wide ranges in adherence rates depending on the cohort. For patients on antihyperglycemics, antihypertensives, antilipidemics, phosphate binders, and cinacalcet, the odds ratios for adherence to therapy were 0.76 (95% C I =0.63-0.92), 1.06 (0.94-1.19), 0.80 (0.67-0.95), 0.65 (0.55-0.76), and 0.39 (0.30-0.49), respectively; the hazard ratios for discontinuation of therapy were 1.18 (95% CI 1.06-1.31), 1.01 (0.93-1.10), 1.25 (1.12-1.40), 1.13 (1.05-1.21), and 1.61 (1.75-1.82), respectively, for Cohort 2 patients who reached the coverage gap compared with those in Cohort 4 who received an LIS. In addition, when comparing adherence before and after the benefit gap, patients in Cohort 2 were significantly more likely to be nonadherent to medications for diabetes (relative risk (RR) = 1.71, 95% CI = 1.48-1.99), hypertension (RR = 1.69, 95% CI = 1.54-1.85), hyperlipidemia (RR = 2.01, 95% CI = 1.76-2.29), hyperphosphatemia (RR = 1.74, 95% CI = 1.55-1.95), and hyperparathyroidism (RR = 2.08, 95% CI = 1.66-2.60) after reaching the coverage gap.  CONCLUSIONS: More than half of Medicare beneficiaries on dialysis reached the Part D coverage gap in 2007. Our findings suggest that the Part D coverage gap was significantly associated with decreases in adherence and persistence for medications frequently used in patients undergoing dialysis. Patients who reached the coverage gap (Cohort 2) often decreased use of or discontinued critical medications after reaching the coverage gap. Compared with patients who had an LIS (Cohort 4), patients in Cohort 2 had significantly lower medication adherence and persistence levels. The negative impact of the Part D coverage gap (high out-of-pocket cost sharing) on medication adherence and persistence for Medicare-eligible dialysis patients has implications for currently proposed Medicare end-stage renal disease bundled reimbursement payment and requires more research.

Medication effectiveness with the use of tumor necrosis factor inhibitors among Texas Medicaid patients diagnosed with rheumatoid arthritis.

BACKGROUND: Adalimumab (Humira [ADA]), etanercept (Enbrel [ETN]), and infliximab (Remicade [IFX]) are tumor necrosis factor (TNF) inhibitors indicated for the treatment of a variety of disorders. While their effectiveness has not been directly compared in a clinical trial, results from the majority of the indirect treatment comparisons suggest comparable efficacy and safety profiles. However, these TNF inhibitor agents differ in administration method and dosing flexibility, which may result in differences in medication use profiles (e.g., adherence, persistence, discontinuation, dose escalation, and switching to a new biologic rheumatoid arthritis drug) and effectiveness in clinical practice.  OBJECTIVE: To estimate the effectiveness of ADA, ETN, and IFX in patients with rheumatoid arthritis (RA) using a validated, claims-based algorithm designed for large retrospective databases. METHODS: Adult (aged 18-63 years) patients diagnosed with RA, and receiving ADA, ETN, or IFX, and insured by Texas Medicaid were included. The index date was the date of the first prescription claim for ADA or ETN or infusion record for IFX with no claim or infusion record of a biologic drug in the preceding 6 months (i.e., biologic naïve). The study time frame was from July 2003 to August 2011, and prescription and medical claims for each subject were analyzed over an 18-month period (6 months pre- and 12 months post-index). Based on a RA medication effectiveness algorithm (Curtis et al. 2011), a RA medication was classified as effective if each of the following 6 criteria were met: (1) high medication adherence (i.e., medication possession ratio [MPR] ≥ 80%, defined as the sum of days' supply for all fills or infusions divided by the number of days in the study period); (2) no switching to (or addition of) new biologic RA drugs; (3) no addition of new nonbiologic RA drugs; (4) no increase in dose or frequency of administration of the RA medication currently evaluated; (5) no more than 1 glucocorticoid (GC) joint injection; and (6) no increase in dose of a concurrent oral GC. Propensity score (PS) matching was employed, and paired tests (i.e., McNemar's) and multivariate conditional logistic regression analysis were used to compare groups. Demographic (i.e., age, gender, race) and clinical (i.e., use of nonbiologic disease-modifying antirheumatic drugs [DMARDs], pain medication use, GC medication use, RA-related and non-RA-related health care visits [i.e., ambulatory and inpatient visits], number of nonstudy RA medications, and comorbidity index) characteristics, including total health care utilization cost at baseline, served as study covariates. RESULTS: After PS matching, 822 patients (n = 274 per group) were included. The majority of the sample (69.2%) was between 45-63 years, female (88%), and Hispanic (53.7%). Results for each TNF inhibitor differed significantly for 2 of the 6 effectiveness criteria (i.e., medication adherence and dose escalation). A significantly higher proportion of patients on IFX were adherent compared with patients on ETN or ADA (38.3% vs. 16.4% and 21.2%, P less than 0.0001 for both). Adherence rates between ETN and ADA were not significantly different. A significantly higher (P less than 0.0001) proportion of patients on ETN had no dose escalation compared with patients on ADA or IFX (98.2% vs. 88.7% and 80.3%, P less than 0.0001). Dose escalation rate was also significantly lower (P = 0.0106) for ADA compared with IFX. The multivariate conditional logistic regression analysis indicated no significant difference in overall effectiveness using the claims-based algorithm among the 3 TNF inhibitors nor any significant relationship between effectiveness and the study covariates.  CONCLUSION: The study results suggest that when using a medication effectiveness algorithm, IFX, ETN, and ADA have comparable effectiveness in patients with RA. Patient adherence to therapy may be higher if given IFX, and patients who receive ETN are less likely to have a dose escalation.

Adherence to oral diabetes medications among users and nonusers of antipsychotic medication.

OBJECTIVE: This study compared adherence to oral diabetes medications among users and nonusers of oral antipsychotic medications. Adherence to oral antidiabetics and antipsychotics among antipsychotic users was also compared. METHODS: Texas Medicaid prescription claims data from July 1, 2008, to December 31, 2011, were used to examine adherence to oral antidiabetics among users and nonusers of antipsychotics for 12 months after the first prescription for oral diabetes medication. Users and nonusers of antipsychotics were matched on the basis of their chronic disease score (CDS). Medication adherence was measured by proportion of days covered (PDC), and patients with a PDC value ≥.80 were considered to be adherent. Bivariate and multivariate analyses were used to compare adherence between cohorts. RESULTS: A total of 1,821 patients from each group were matched. The mean PDC for oral antidiabetics was significantly higher among antipsychotic users (.63) than nonusers (.55) (p<.001). About 37% (N=678) of antipsychotic users and 24% (N=473) of nonusers were adherent to oral antidiabetics. After adjustment for age, gender, CDS, and number of prescriptions, antipsychotic users were 2.10 times more likely than nonusers to be adherent to oral antidiabetics (p<.001). Antipsychotic users had higher mean PDC values for antipsychotic medications than for oral antidiabetics (.78±.25 versus .63±.29, p<.001). CONCLUSIONS: Adherence to oral antidiabetics in the Texas Medicaid population was better among antipsychotic medication users than nonusers, but overall adherence was poor for both groups. Low adherence rates highlight the need for interventions to help improve medication management.