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1.
Value Health ; 26(5): 649-657, 2023 05.
Article in English | MEDLINE | ID: mdl-36376143

ABSTRACT

OBJECTIVES: Equity and effectiveness of the medication therapy management (MTM) program in Medicare has been a policy focus since its inception. The objective of this study was to evaluate the cost-effectiveness of the Medicare MTM program in improving medication utilization quality across racial and ethnic groups. METHODS: This study analyzed 2017 Medicare data linked to the Area Health Recourses File. A propensity score was used to match MTM enrollees and nonenrollees, and an incremental cost-effectiveness ratio between the 2 groups was calculated. Effectiveness was measured as the proportion of appropriate medication utilization based on medication utilization measures developed by Pharmacy Quality Alliance. Net monetary benefits were compared across racial and ethnic groups at various societal willingness-to-pay (WTP) thresholds. The 95% confidence intervals were obtained by nonparametric bootstrapping. RESULTS: MTM dominated non-MTM among the total sample (N = 699 992), as MTM enrollees had lower healthcare costs ($31 135.89 vs $32 696.69) and higher proportions of appropriate medication utilization (87.47% vs 85.31%) than nonenrollees. MTM enrollees had both lower medication costs ($10 681.21 vs $11 003.08) and medical costs ($20 454.68 vs $21 693.61) compared with nonenrollees. The cost-effectiveness of MTM was higher among Black patients than White patients across the WTP thresholds. For instance, at a WTP of $3006 per percentage point increase in effectiveness, the net monetary benefit for Black patients was greater than White patients by $2334.57 (95% confidence interval $1606.53-$3028.85). CONCLUSIONS: MTM is cost-effective in improving medication utilization quality among Medicare beneficiaries and can potentially reduce disparities between Black and White patients. Expansion of the current MTM program could maximize these benefits.


Subject(s)
Ethnicity , Medicare , Medication Adherence , Medication Therapy Management , Racial Groups , Aged , Humans , Male , Cost-Effectiveness Analysis , Ethnicity/statistics & numerical data , Medicare/economics , Medication Adherence/ethnology , Medication Adherence/statistics & numerical data , Medication Therapy Management/economics , Program Evaluation , Racial Groups/statistics & numerical data , United States , Female
2.
BMC Health Serv Res ; 22(1): 159, 2022 Feb 07.
Article in English | MEDLINE | ID: mdl-35130899

ABSTRACT

BACKGROUND: Alzheimer's Disease (AD) is the mostcommon cause of dementia, a neurological disorder characterized by memory loss and judgment impairment. Hyperlipidemia, a commonly co-occurring condition, should be treated to prevent associated complications. Medication adherence may be difficult for individuals with AD due to the complexity of AD management. Comprehensive Medication Reviews (CMRs), a required component of Medicare Part D Medication Therapy Management (MTM), have been shown to improve medication adherence. However, many MTM programs do not target AD. Additionally, racial/ethnic disparities in MTM eligibility have been revealed. Thus, this study examined the effects of CMR receipt on reducing racial/ethnic disparities in the likelihood of nonadherence to hyperlipidemia medications (statins) among the AD population. METHODS: This retrospective study used 2015-2017 Medicare data linked to the Area Health Resources Files. The likelihood of nonadherence to statin medications across racial/ethnic groups was compared between propensity-score-matched CMR recipients and non-recipients in a ratio of 1 to 3. A difference-in-differences method was utilized to determine racial/ethnic disparity patterns using a logistic regression by including interaction terms between dummy variables for CMR receipt and each racial/ethnic minority group (non-Hispanic Whites, or Whites, as reference). RESULTS: The study included 623,400 Medicare beneficiaries. Blacks and Hispanics had higher statin nonadherence than Whites: Compared to Whites, Blacks' nonadherence rate was 4.53% higher among CMR recipients and 7.35% higher among non-recipients; Hispanics' nonadherence rate was 2.69% higher among CMR recipients and 7.38% higher among non-recipients. Differences in racial/ethnic disparities between CMR recipients and non-recipients were significant for each minority group (p < 0.05) except Others. The difference between Whites and Hispanics in the odds of statin nonadherence was 11% lower among CMR recipients compared to non-recipients (OR = 0.89; 95% Confidence Interval = 0.85-0.94 for the interaction term between dummy variables for CMR and Hispanics). Interaction terms between dummy variables for CMR and other racial/ethnic minorities were not significant. CONCLUSIONS: Receiving a CMR was associated with a disparity reduction in nonadherence to statin medications between Hispanics and Whites among patients with AD. Strategies need to be explored to increase the number of MTM programs that target AD and promote CMR completion.


Subject(s)
Alzheimer Disease , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Medicare Part D , Aged , Alzheimer Disease/drug therapy , Ethnicity , Healthcare Disparities , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Medication Review , Minority Groups , Retrospective Studies , United States/epidemiology
3.
J Am Pharm Assoc (2003) ; 62(1): 142-149, 2022.
Article in English | MEDLINE | ID: mdl-34509379

ABSTRACT

BACKGROUND: Drug-drug interactions (DDIs) cause many preventable hospitalizations and admissions. Efforts have been made to raise DDI awareness and reduce DDI occurrence; for example, Medicare Part D Star Ratings, a health plan quality assessment program, included a DDI measure. Previous research reported racial and ethnic disparities in health services utilization and that racial and ethnic minorities, compared with non-Hispanic whites (whites), may be less likely to be targeted for a similar measure, a Star Ratings adherence measure for diabetes medications. OBJECTIVE: This study aimed to investigate whether any racial and ethnic disparities are associated with the DDI measure in Part D Star Ratings among Medicare populations with diabetes, hypertension, and hyperlipidemia. METHODS: This cross-sectional study analyzed a 2017 Medicare Part D data sample, including 3,960,813 beneficiaries. Because the inclusion in the denominator of the Star Ratings DDI measure was determined by the use of a list of target medications, the likelihood of using a listed target medication was compared between racial and ethnic minorities and whites. Individuals with diabetes, hypertension, and hyperlipidemia were included in the analysis owing to the high prevalence of these conditions. Patient- and community-level characteristics were adjusted by logistic regression. RESULTS: Of the entire study sample, 26.2% used a target medication. Compared with whites, most racial and ethnic minorities were less likely to use a target medication. For example, among individuals with diabetes, blacks, Hispanics, Asians/Pacific Islanders, and others had, respectively, 14% (odds ratio 0.86 [95% CI 0.84-0.88]), 5% (0.95 [0.93-0.98]), 12% (0.88 [0.84-0.92]), and 10% (0.90 [0.87-0.93]) lower odds compared with whites. Findings were similar among hypertension and hyperlipidemia cohorts, except that Hispanics had similar odds of use as whites. CONCLUSION: Most racial and ethnic minorities may have lower likelihood of being targeted for the DDI measure compared with whites. Future studies should examine whether these disparities affect health outcomes and devise new DDI measures for racial and ethnic minorities.


Subject(s)
Medicare Part D , Pharmaceutical Preparations , Aged , Cross-Sectional Studies , Drug Interactions , Ethnic and Racial Minorities , Healthcare Disparities , Humans , Medication Therapy Management , United States
4.
Adv Health Sci Educ Theory Pract ; 26(4): 1373-1445, 2021 Oct.
Article in English | MEDLINE | ID: mdl-33772422

ABSTRACT

Increased importance has been placed on noncognitive skills in professional development and by accrediting bodies of health professions programs in recent years. Therefore, the purpose of this study was to conduct a comprehensive systematic review of evidence examining effects of academic resilience, grit, perceived stress, locus of control, and Big Five Personality Traits on academic performance of health professions students. A literature search of peer-reviewed, English-language articles describing select noncognitive factors was performed using seven databases. Searches were performed from the earliest index date through May 2020. The following data from included studies were extracted and summarized: research design hierarchy, hierarchy of study outcomes (modified from Kirkpatrick), association between noncognitive factors and academic outcomes, and quality assessment criteria. 149 articles met inclusion criteria. Almost 80% of studies were Level III (observational). Medical students were the most frequently studied population (n = 73 articles). The most studied academic outcome was grade point average (n = 61). Perceived stress and Big Five Personality Traits accounted for greater than 50% of studies. Most studies were rated as fair to good quality. Associations between noncognitive factors and academic outcomes were largely inconsistent, although greater perceived stress was generally associated with poorer academic performance outcomes, while higher conscientiousness, academic resilience, and grit were generally associated with better outcomes. This systematic review represents a large body of evidence concerning select noncognitive factors and their association with academic performance of health professions students. Support services addressing noncognitive factors should be deliberated and tailored for specific health professions education programs and student populations.


Subject(s)
Academic Performance , Students, Health Occupations , Students, Medical , Health Occupations , Humans
5.
J Am Pharm Assoc (2003) ; 60(5): 694-701.e1, 2020.
Article in English | MEDLINE | ID: mdl-32146134

ABSTRACT

OBJECTIVES: Tennessee has one of the highest rates of opioid prescribing in the United States; therefore, the objectives of this study were to examine availability, pricing, and pharmacist-initiated recommendations of naloxone in retail community pharmacies in Eastern and Western Tennessee; to identify the most common barriers to naloxone dispensing and strategies to improve access; and to determine regional differences in access to naloxone. DESIGN: A cross-sectional survey conducted via telephone. SETTING AND PARTICIPANTS: All retail community pharmacies located in the most populous counties in the eastern and western regions of Tennessee were eligible for inclusion, as were all retail community pharmacies in the 5 counties in each region that had the highest rates of opioid prescriptions (316 pharmacies identified in 12 counties). OUTCOME MEASURES: Outcome measures included availability, price, and pharmacist-initiated recommendations of naloxone products, barriers to dispensing, and suggestions to improve naloxone access. Survey responses were summarized as descriptive statistics. Chi-square, independent samples t test, and inductive content analysis were conducted. RESULTS: Response rate was 56.3%. Most participants (92.7%) reported that naloxone (Narcan) was available from their pharmacies at a mean cash price of $132.49, with no statistically significant differences between regions. The most commonly reported barrier was cost (70.2%). When queried about recommendations to various groups at a high risk of overdose, as advised by the U.S. Department of Health and Human Services, 42.1% to 69.1% of pharmacies reported recommending naloxone to at least 50% of high-risk patients. Suggestions to increase naloxone access included lowering the cost and improving naloxone-related education for patients, pharmacists, and other providers. CONCLUSION: Although Narcan was widely available, cost was a frequently cited barrier to dispensing. Pharmacist-initiated recommendations for coprescribing and dispensing naloxone to patients at a high risk of overdose were limited. Addressing cost issues in addition to increasing patient and pharmacist education concerning the use and benefit of naloxone were suggested to improve naloxone access.


Subject(s)
Drug Overdose , Pharmacies , Analgesics, Opioid , Costs and Cost Analysis , Cross-Sectional Studies , Drug Overdose/drug therapy , Humans , Naloxone , Narcotic Antagonists/therapeutic use , Pharmacists , Practice Patterns, Physicians' , Tennessee , United States
6.
Am J Transplant ; 18(3): 564-573, 2018 03.
Article in English | MEDLINE | ID: mdl-29288623

ABSTRACT

The Food and Drug Administration (FDA) held a public meeting and scientific workshop in September 2016 to obtain perspectives from solid organ transplant recipients, family caregivers, and other patient representatives. The morning sessions focused on the impact of organ transplantation on patients' daily lives and the spectrum of activities undertaken to maintain grafts. Participants described the physical, emotional, and social impacts of their transplant on daily life. They also discussed their posttransplant treatment regimens, including the most burdensome side effects and their hopes for future treatment. The afternoon scientific session consisted of presentations on prevalence and risk factors for medication nonadherence after transplantation in adults and children, and interventions to manage it. As new modalities of Immunosuppressive Drug Therapy are being developed, the patient perceptions and input must play larger roles if organ transplantation is to be truly successful.


Subject(s)
Drug Development/legislation & jurisprudence , Graft Rejection/prevention & control , Immunosuppression Therapy/standards , Immunosuppressive Agents/therapeutic use , Medication Adherence , Organ Transplantation/standards , Humans , Prognosis , United States , United States Food and Drug Administration
7.
Inquiry ; 55: 46958018795749, 2018.
Article in English | MEDLINE | ID: mdl-30175638

ABSTRACT

The objective of this study was to examine positive predictive value (PPV) of medication therapy management (MTM) eligibility criteria under Medicare Modernization Act (MMA) and Affordable Care Act (ACA) in identifying patients with medication utilization issues across racial and ethnic groups. The study analyzed Medicare data (2012-2013) for 2 213 594 beneficiaries. Medication utilization issues were determined based on medication utilization measures mostly developed by Pharmacy Quality Alliance. MMA was associated with higher PPV than ACA in identifying individuals with medication utilization issues among non-Hispanic blacks (blacks) and Hispanics than non-Hispanic whites (whites). For example, odds ratio for having medication utilization issues to whites when examining MMA in 2013 and ACA were 1.09 (95% confidence interval [CI] = 1.04-1.15) among blacks, and 1.17 (95% CI = 1.10-1.24) among Hispanics, in the main analysis. Therefore, MMA was associated with 9% and 17% higher PPV than ACA in identifying patients with medication utilization issues among blacks and Hispanics, respectively, than whites.


Subject(s)
Eligibility Determination/trends , Ethnicity , Healthcare Disparities/ethnology , Medication Therapy Management/trends , Patient Protection and Affordable Care Act , Racial Groups , Black or African American/statistics & numerical data , Aged , Female , Hispanic or Latino/statistics & numerical data , Humans , Male , Medicare Part D/statistics & numerical data , Retrospective Studies , United States , White People/statistics & numerical data
8.
Clin Transplant ; 28(1): 96-104, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24329814

ABSTRACT

The objective was to use the United States Renal Data System (USRDS) to quantify the relationship between immunosuppressant therapy (IST) adherence and risk of graft failure among adult renal transplant recipients (RTRs). A secondary objective was to examine the relationship among select patient characteristics and IST adherence. The study sample included adult RTRs who: received primary transplant between January 1, 1999 and December 31, 2005; experienced graft survival for at least 12 months post-transplant and had at least 12 months of data in the USRDS; utilized Medicare coverage for IST; and were prescribed cyclosporine or tacrolimus. IST adherence was measured by medication possession ratio (MPR). Pearson chi-square tests were used to examine associations between patient characteristics and MPR quartiles. Cox proportional hazards regression was used to assess relationships among time to graft failure, MPR, and patient characteristics. Thirty-one thousand nine hundred and thirteen RTRs met inclusion criteria. Older age, female gender, white race, deceased donors, and tacrolimus were associated with greater adherence (p < 0.001). Cox proportional hazard modeling indicated greater adherence, white race, and having a living donor were significantly associated with longer graft survival (p < 0.05). Future prospective studies should further examine the clinical significance of IST nonadherence as it relates to graft failure.


Subject(s)
Graft Rejection/prevention & control , Immunosuppressive Agents/therapeutic use , Kidney Failure, Chronic/surgery , Kidney Transplantation , Medication Adherence , Adolescent , Adult , Aged , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prognosis , Retrospective Studies , Risk Factors , Young Adult
9.
Am J Pharm Educ ; 88(8): 100753, 2024 Jul 04.
Article in English | MEDLINE | ID: mdl-38971423

ABSTRACT

OBJECTIVE: Given the substantial increases in student educational loan debt in recent years, the objective was to assess trends in educational debt-to-income ratios for graduates of pharmacy, medicine, dentistry, optometry, and veterinary medicine programs in the United States in the 2017-2022 period. METHODS: A retrospective analysis of 2017-2022 data for educational debt and income for select health professions was conducted. Annual income data were collected from the American Community Survey, and educational debt data were collected from health professions organizations. Educational debt-to-income ratios for each health profession were calculated, as was the mean change per year in debt-to-income ratio. RESULTS: With the exception of medicine, educational debt consistently exceeded income across the selected health professions in the 2017-2022 period. Debt-to-income ratios of pharmacists and the remaining health professionals decreased on average per year between 2017 and 2022. Physicians had the lowest debt-to-income ratios and dentists had the highest debt-to-income ratios in the study period. CONCLUSION: Debt-to-income ratios fell below the 2017 levels for the health professions of interest, suggesting that average growth in income outpaced that of debt for the study period. Regardless, debt remains high and may influence health care professionals' postgraduate training and career decisions, and in turn affect access to health care. Therefore, a call to action is proposed to address educational debt burden. Several strategies are suggested, including federal policy changes, implementing tuition reductions or minimal increases, facilitating financial aid options, and reducing underlying costs of health professions programs.

10.
Article in English | MEDLINE | ID: mdl-38530987

ABSTRACT

DISCLAIMER: In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE: To evaluate income trends among pharmacists and other select health professions (dentists, nurse practitioners, registered nurses, and physicians) in the US for the 10-year period of 2012 to 2021, with special attention given to the first 2 years of the COVID-19 pandemic (2020 and 2021). METHODS: A retrospective analysis was conducted of 2012 to 2021 income data for select health professions, collected from the American Community Survey. Univariate time series analysis was conducted using exponential smoothing to examine income patterns over the 10-year study period and forecast income for the next 5-year period (2022 to 2026) for each health profession. Additionally, time series regression models were constructed for each health profession. Descriptive statistics (mean percent change in income and SD) were calculated for each health profession for the prepandemic era (2012 to 2019) and the first 2 years of the pandemic (2020 and 2021). RESULTS: Goodness-of-fit statistics for each forecast model indicate highly accurate forecasts. The model for each health profession indicates a significant positive trajectory in income (P < 0.001), although pharmacists are projected to have a lower rate of income growth among the 5 health professions for the next 5-year period, 2022 to 2026. During the first 2 years of the pandemic, pharmacists had the lowest mean percent change in income (mean, 2.0%; SD, 2.0%) among the 5 health professions. CONCLUSION: Growth in pharmacist income is projected to lag behind that in other health professions in the near future. Individual-, organization-, and profession-level strategies may facilitate opportunities for income growth among pharmacists.

11.
Explor Res Clin Soc Pharm ; 13: 100420, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38420610

ABSTRACT

Background: Evidence is sparse on the effects of Medicare medication therapy management (MTM) on racial/ethnic disparities in medication adherence among patients with Alzheimer's disease and related dementias. Objectives: This study examined the Medicare MTM program's effects on racial/ethnic disparities in the adherence to antidementia medications among patients with Alzheimer's disease and related dementias. Methods: This is a retrospective analysis of 100% of 2010-2017 Medicare Parts A, B, and D data linked to Area Health Resources Files. The study outcome was nonadherence to antidementia medications, and intervention was defined as new MTM enrollment in 2017. Propensity score matching was conducted to create intervention and comparison groups with comparable characteristics. A difference-in-differences model was employed with logistic regression, including interaction terms of dummy variables for the intervention group and racial/ethnic minorities. Results: Unadjusted comparisons revealed that Black, Hispanic, and Asian/Pacific Islander patients were more likely to be nonadherent than non-Hispanic White (White) patients in 2016. Differences in odds of nonadherence between Black and White patients among the intervention group were lower in 2017 than in 2016 by 27% (odds ratios [OR]: 0.73, 95% confidence interval [CI]: 0.65-0.82). A similar lowering was seen between Hispanic and White patients by 26% (OR: 0.74, 95% CI: 0.63-0.87). MTM enrollment was associated with reduced disparities in nonadherence for Black-White patients of 33% (OR: 0.67, 95% CI: 0.57-0.78) and Hispanic-White patients of 19% (OR: 0.81, 95% CI: 0.67-0.99). Discussion: The Medicare MTM program was associated with lower disparities in adherence to antidementia medications between Black and White patients, and between Hispanic and White patients in the population with Alzheimer's disease and related dementias. Conclusions: Expanding the MTM program may particularly benefit racial/ethnic minorities in Alzheimer's disease and related dementia care.

12.
BMC Nephrol ; 14: 261, 2013 Dec 01.
Article in English | MEDLINE | ID: mdl-24289809

ABSTRACT

BACKGROUND: Among kidney transplant recipients, non-adherence with immunosuppressive medications frequently precedes allograft loss. We sought to determine the prevalence and correlates of medication non-adherence among kidney transplant recipients. METHODS: We performed a single-center, cross-sectional study of kidney transplant recipients who were at least 6 months post-transplant. We measured self-reported adherence using the Immunosuppressive Therapy Adherence Scale (ITAS, which is scored from 0 to 12, where higher scores indicate increased adherence) and barriers to adherence using the Immunosuppressive Therapy Barriers Scale (ITBS). We also used validated scales to measure perceived stress, health literacy, anxiety, depression, and interpersonal support. RESULTS: The 252 patients included in the study were 59.9% male, 27.0% Black, and at a median of 2.9 years post-transplant (interquartile range [IQR] 1.4-5.8). On the ITAS, 59.1% scored a perfect 12, 26.6% scored 10-11, and 14.3% scored 0-9. In univariate models, non-adherence (defined as ITAS score ≤9) was significantly associated with increased scores on scales for perceived stress (OR 1.12, 95% CI 1.01-1.25) and depression (OR 1.14, 95% CI 1.02-1.28), and with more self-reported barriers to adherence on the ITBS (OR 1.15, 95% CI 1.08-1.22). After adjusting for sociodemographic factors, stress and depression were not associated with non-adherence. Higher scores on the ITBS (corresponding to more self-described barriers to adherence) were associated with lower scores on the ITAS (P < 0.001). Several individual barriers were associated with non-adherence. CONCLUSIONS: Among prevalent kidney transplant recipients, a minority is non-adherent. Practical barriers to adherence may serve as promising targets for future interventions.


Subject(s)
Graft Rejection/epidemiology , Graft Rejection/prevention & control , Immunosuppressive Agents/therapeutic use , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/surgery , Kidney Transplantation/statistics & numerical data , Medication Adherence/statistics & numerical data , Age Distribution , Causality , Comorbidity , Cross-Sectional Studies , Educational Status , Female , Graft Survival/drug effects , Humans , Longitudinal Studies , Male , Middle Aged , New Jersey/epidemiology , Prevalence , Risk Factors , Sex Distribution , Social Class , Statistics as Topic , Treatment Outcome
13.
Explor Res Clin Soc Pharm ; 9: 100222, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36712831

ABSTRACT

Background: The Medicare Part D medication therapy management (MTM) program has positive effects on medication and health service utilization. However, little is known about its utilization, much less so about the use among racial and ethnic minorities. Objective: To examine MTM service utilization among older Medicare beneficiaries and to identify any racial and ethnic disparity patterns. Methods: A retrospective cross-sectional analysis of 2017 Medicare administrative data, linked to the Area Health Resources Files. Fourteen outcomes related to MTM service nature, initiation, quantity, and delivery were examined using logistic, negative binomial, and Cox proportional hazards regression models. Results: Racial and ethnic disparities were found with varying patterns across outcomes. For example, compared with White patients, the odds of opting out of MTM were 8% higher for Black patients (odds ratio [OR] = 1.08, 95% confidence interval [CI] = 1.03-1.14), 57% higher for Hispanic patients (OR = 1.57, 95% CI = 1.42-1.72), and 57% higher for Asian patients (OR = 1.57, 95% CI = 1.33-1.85). The odds of continuing MTM from the previous years were 12% lower for Black patients (OR = 0.88, 95% CI = 0.86-0.90) and 3% lower for other patients (OR = 0.97, 95% CI = 0.95-0.99). In addition, the probability of being offered a comprehensive medication review (CMR) after MTM enrollment was 9% lower for Hispanic patients (hazard ratio [HR] = 0.91, 95% CI = 0.85-0.97), 9% lower for Asian patients (HR = 0.91, 95% CI = 0.87-0.94), and 3% lower for other patients (HR = 0.97, 95% CI = 0.95-0.99). Hispanic and Asian patients were more likely to have someone other than themselves receive a CMR. Conclusions: Racial and ethnic disparities in MTM service utilization were identified. Although the disparities in specific utilization outcomes vary across racial/ethnic groups, it is evident that these disparities exist and may result in vulnerable communities not fully benefiting from the MTM services. Causes of the disparities should be explored to inform future reform of the Medicare Part D MTM program.

14.
J Pharm Health Serv Res ; 14(2): 188-197, 2023 Jun.
Article in English | MEDLINE | ID: mdl-37337596

ABSTRACT

Objectives: Racial/ethnic disparities have been found in prior literature examining enrolment in Medicare medication therapy management programs. However, those studies were based on various eligibility scenarios because enrolment data were unavailable. This study tested for potential disparities in enrolment using actual MTM enrolment data. Methods: Medicare Parts A&B claims, Medication Therapy Management Data Files, and the Area Health Resources File from 2013 to 2014 and 2016 to 2017 were analysed in this retrospective analysis. An adjusted logistic regression compared odds of enrolment between racial/ethnic minorities and non-Hispanic Whites (Whites) in the total sample and subpopulations with diabetes, hypertension, or hyperlipidaemia. Trends in disparities were analysed by including interaction terms in regressions between dummy variables for race/ethnic minority groups and period 2016-2017. Key Findings: Disparities in MTM enrolment were detected between Blacks and Whites with diabetes in 2013-2014 (Odds Ratio = 0.78, 95% Confidence Interval = 0.75-0.81). This disparity improved from 2013-2014 to 2016-2017 for Blacks (Odds Ratio=1.08, 95% Confidence Interval = 1.04-1.11) but persisted in 2016-2017 (Odds Ratio = 0.84, 95% Confidence Interval = 0.81-0.87). A disparity was identified between Blacks and Whites with hypertension in 2013-2014 (Odds Ratio = 0.92, 95% Confidence Interval = 0.89-0.95) but not in 2016-2017. Enrolment for all groups, however, declined between periods. For example, in the total sample, the odds of enrolment declined from 2013-2014 to 2016-2017 by 22% (Odds Ratio=0.78, 95% Confidence Interval=0.75-0.81). Conclusions: Racial disparities in MTM enrolment were found between Blacks and Whites among Medicare beneficiaries with diabetes in both periods and among individuals with hypertension in 2013-2014. As overall enrolment fell between periods, concerns about program enrolment remain.

15.
Curr Med Res Opin ; 39(7): 963-971, 2023 07.
Article in English | MEDLINE | ID: mdl-37219396

ABSTRACT

OBJECTIVE: Medicare Part D Star Ratings are instrumental in shaping healthcare quality improvement efforts. However, the calculation metrics for medication performance measures for this program have been associated with racial/ethnic disparities. In this study, we aimed to explore whether an alternative program, named Star Plus by us that included all medication performance measures developed by Pharmacy Quality Alliance and applicable to our study population, would reduce such disparities among Medicare beneficiaries with diabetes, hypertension, and/or hyperlipidemia. METHOD: We conducted an analysis of a 10% random sample of Medicare A/B/D claims linked to the Area Health Resources File. Multivariate logistic regressions with minority dummy variables were used to examine racial/ethnic disparities in measure calculations of Star Ratings and Star Plus, respectively. RESULTS: Adjusted results indicated that relative to non-Hispanic Whites (Whites), racial/ethnic minorities had significantly lower odds of being included in the Star Ratings measure calculations: the odds ratios (ORs) for Blacks, Hispanics, Asians, and Others were 0.68 (95% confidence interval [CI] = 0.66-0.71), 0.73 (CI = 0.69-0.78), 0.88 (CI = 0.82-0.93), and 0.92 (CI = 0.88-0.97), respectively. In contrast, every beneficiary in the sample was included in Star Plus. Further, racial/ethnic minorities had significantly higher increase in the odds of being included in measure calculation in Star Plus than Star Ratings. The ORs for Blacks, Hispanics, Asians, and Others were 1.47 (CI = 1.41-1.52), 1.37 (CI = 1.29-1.45), 1.14 (CI = 1.07-1.22), and 1.09 (CI = 1.03-1.14), respectively. CONCLUSIONS: Our study demonstrated that racial/ethnic disparities may be eliminated by including additional medication performance measures to Star Ratings.


Subject(s)
Medicare Part D , Aged , Humans , United States , Ethnicity , Medication Therapy Management , Eligibility Determination , Healthcare Disparities
16.
Clin Transplant ; 26(3): 411-7, 2012.
Article in English | MEDLINE | ID: mdl-22032257

ABSTRACT

OBJECTIVE: To examine the relationship between health-related quality of life (HQoL) and employment status in renal transplant recipients (RTRs). METHODS: Eighty-two RTRs met inclusion criteria: 21-65 yr of age; greater than one yr post-transplant; and received calcineurin inhibitors. A cross-sectional survey was conducted using a demographics questionnaire and the following HQoL instruments: SF-12 Health Survey version 2 (Physical Component Summary [PCS-12] and Mental Component Summary [MCS-12]) and Kidney Transplant Questionnaire (KTQ). Two multivariate logistic regression analyses (SF-12 model and KTQ model) were conducted to determine whether HQoL and demographic variables were independently associated with employment status. RESULTS: Seventy-five RTRs were included in the analysis. Compared with employed RTRs, a greater number of unemployed RTRs were non-white, had lower education levels, and had deceased donor transplants (p < 0.05). Employed RTRs had significantly higher SF-12 scores (p < 0.05). In the SF-12 logistic regression model, PCS-12 and education level were significant predictors of employment status (p < 0.05). In the KTQ model, the Fatigue subscale and education level were significant predictors of employment status (p < 0.05). CONCLUSIONS: Findings suggest higher PCS-12, higher KTQ-Fatigue, and education level are independently associated with employment status. Interventions targeted to improve HQoL, decrease fatigue, and increase education level are discussed.


Subject(s)
Employment , Health Status Indicators , Kidney Failure, Chronic/psychology , Kidney Transplantation/psychology , Patient Education as Topic , Quality of Life , Adult , Aged , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Kidney Failure, Chronic/surgery , Male , Middle Aged , Prognosis , Socioeconomic Factors , Surveys and Questionnaires , Survival Rate , Young Adult
17.
J Am Pharm Assoc (2003) ; 52(6): 823-6, 2012.
Article in English | MEDLINE | ID: mdl-23229971

ABSTRACT

OBJECTIVE: To provide a brief overview of the extent of medication nonadherence in the United States, its impact on patient health and health care costs, its causes, and possible strategies that health care practitioners can use to improve medication adherence. SUMMARY: Medication use and health care costs have increased dramatically during the previous decade in the United States. Adherence to medication therapy often is a critical aspect of medical treatment, particularly the treatment of chronic conditions such as diabetes and hypertension. Despite the importance of adherence, medication nonadherence is a serious problem, with the World Health Organization noting that the average nonadherence rate is 50% among those with chronic illnesses. Consequences of nonadherence include worsening condition, increased comorbid diseases, increased health care costs, and death. Nonadherence results from many causes; therefore, no easy solutions exist. The first step to addressing nonadherence is to recognize that collaboration must occur between health care practitioners and patients to increase adherence, with the goal of achieving optimal health outcomes. CONCLUSION: The relationship between health care practitioners and patients and open, ongoing communication between the stakeholders are essential to combating medication nonadherence. Given their training and accessibility, pharmacists are well positioned to address nonadherence.


Subject(s)
Cost of Illness , Health Care Costs , Medication Adherence/psychology , Chronic Disease , Humans , Professional-Patient Relations , United States
18.
J Am Pharm Assoc (2003) ; 52(6): 816-22, 2012.
Article in English | MEDLINE | ID: mdl-23229970

ABSTRACT

OBJECTIVES: To provide a brief overview of published immunosuppressant therapy (IST) adherence interventions in adult renal transplant recipients (RTRs) and to describe the utility and aspects of an adherence toolbox for adult RTRs. SETTING: National independent specialty pharmacy. PRACTICE DESCRIPTION: IST adherence is critical to graft survival after a renal transplant. However, IST nonadherence occurs in a large proportion of adult RTRs. Although effective intervention strategies are needed to improve IST adherence, few intervention studies have been conducted in the adult RTR population. To address this gap in the literature, a randomized controlled trial of a patient-specific behavioral contracts intervention to improve IST adherence among adult RTRs has been implemented. PRACTICE INNOVATION: During the behavioral contracts intervention, researchers have developed a toolbox of practical and replicable items and strategies to address forgetfulness and confusion as barriers to IST adherence. CONCLUSION: An adherence toolbox that includes simple, practical, accessible mechanisms and strategies to improve IST adherence may benefit adult RTRs.


Subject(s)
Health Promotion/methods , Immunosuppressive Agents/therapeutic use , Kidney Transplantation/psychology , Medication Adherence/psychology , Randomized Controlled Trials as Topic/psychology , Transplantation/psychology , Behavior Therapy , Female , Graft Survival/drug effects , Humans , Male , Pharmaceutical Services , Randomized Controlled Trials as Topic/methods
19.
Curr Pharm Teach Learn ; 14(11): 1340-1347, 2022 11.
Article in English | MEDLINE | ID: mdl-36123232

ABSTRACT

INTRODUCTION: With an underrepresented minority (URM) student population of <20%, colleges and schools of pharmacy (CoPs) in the United States (US) lag behind the national population, in which URMs account for >30%. Few tools are available to assist the >140 US CoPs in tracking progress in URM diversity among student pharmacists. Thus, the study's purpose was to address this gap by: (1) creating a "diversity index" for pharmacy programs; and (2) determining changes in diversity index scores between 2011 and 2020. METHODS: This was a secondary analysis of 2011-2020 fall URM enrollment data for CoPs and national and state population data. The annual diversity index score for 2011-2020 was calculated for each CoP. Wilcoxon signed-rank tests and Mann-Whitney U tests were conducted. RESULTS: Among all CoPs, median URM percent enrollment significantly increased from 7.7% in 2011 to 14.5% in 2020. Median diversity index scores for all CoPs increased from 0.66 in 2011 to 0.76 in 2020, but this change was not statistically significant. Historically Black Colleges and Universities (HBCUs) and Hispanic-Serving Institutions (HSIs) had significantly greater diversity index scores than non-HBCUs/HSIs. Diversity index scores of public vs. private colleges did not differ significantly. CONCLUSION: This diversity index represents an important step in tracking progress in increasing URM student pharmacist representation in CoPs. The index may be utilized as a tool to support development of diversity best practices and more inclusive environments for student pharmacists, faculty, staff, and stakeholders.


Subject(s)
Minority Groups , Pharmacy , United States , Humans , Universities , Schools, Pharmacy , Ethnicity
20.
J Manag Care Spec Pharm ; 28(6): 688-699, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35621720

ABSTRACT

BACKGROUND: Policies such as Medicare Part D Star Ratings are designed to encourage medication adherence and facilitate positive health outcomes. Patients who have received a kidney transplant not included in assessment of Star Ratings measures may have worse outcomes. OBJECTIVE: To determine if criteria for inclusion in assessment of Star Ratings medication adherence measures among kidney transplant patients with diabetes, hypertension, and dyslipidemia lead to racial and ethnic disparities in who is included in this assessment. METHODS: This was a cross-sectional, secondary analysis of 94,822 adult kidney transplant patients receiving continuous coverage of Medicare Parts A/B/D and filling at least 1 prescription for diabetes, hypertension, or dyslipidemia in 2017. Utilizing 2017 Medicare claims, inclusion in assessment of Star Ratings measures was determined based on criteria for each measure concerning adherence to oral diabetes, hypertension, and dyslipidemia medication. Binary and multinomial logistic regression were conducted. RESULTS: Among kidney transplant patients with diabetes only, Black and Hispanic patients were less likely than White patients to be included in assessment of the Star Ratings adherence measure for oral diabetes medications (P < 0.0001). Among kidney transplant patients with hypertension only and dyslipidemia only, all racial and ethnic minority groups were less likely to be included in assessments of Star Ratings adherence measures for oral hypertension and dyslipidemia medications (P < 0.001). For example, among patients with hypertension, adjusted odds ratios for inclusion of Black, Hispanic, and Asian patients were 0.44 (95% CI = 0.40-0.49), 0.56 (95% CI = 0.49-0.63), and 0.55 (95% = CI 0.45-0.67), respectively. CONCLUSIONS: Disparities exist among patients who have received a kidney transplant qualifying for inclusion in Star Ratings measures, which may ultimately facilitate adverse health outcomes. DISCLOSURES: Marie Chisholm-Burns is a member of the American Society of Transplantation Board of Directors. Christina Spivey has no conflicts of interest to disclose. Chi Chun Tsang has no conflicts of interest to disclose. Junling Wang received funding for this project from the National Institute on Aging/National Institutes of Health; she has also received funding from AbbVie and Pharmaceutical Research and Manufacturers of America (additionally, she has received consulting fees from the latter). Research reported in this publication was supported by the National Institute on Aging of the National Institutes of Health under Award Number R01AG049696 (Principal Investigator: Junling Wang). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The sponsor of the research does not have any role in any aspect of the research, including study design and the collection, analysis, and interpretation of data; the writing of the report; and the decision to submit the manuscript for publication.


Subject(s)
Diabetes Mellitus , Dyslipidemias , Hypertension , Kidney Transplantation , Medicare Part D , Adult , Aged , Cross-Sectional Studies , Diabetes Mellitus/drug therapy , Dyslipidemias/drug therapy , Dyslipidemias/epidemiology , Ethnicity , Female , Humans , Hypertension/drug therapy , Minority Groups , United States
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