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1.
BMC Health Serv Res ; 24(1): 601, 2024 May 08.
Article En | MEDLINE | ID: mdl-38714970

BACKGROUND: Previous studies found that documentation of comorbidities differed when Veterans received care within versus outside Veterans Health Administration (VHA). Changes to medical center funding, increased attention to performance reporting, and expansion of Clinical Documentation Improvement programs, however, may have caused coding in VHA to change. METHODS: Using repeated cross-sectional data, we compared Elixhauser-van Walraven scores and Medicare Severity Diagnosis Related Group (DRG) severity levels for Veterans' admissions across settings and payers over time, utilizing a linkage of VHA and all-payer discharge data for 2012-2017 in seven US states. To minimize selection bias, we analyzed records for Veterans admitted to both VHA and non-VHA hospitals in the same year. Using generalized linear models, we adjusted for patient and hospital characteristics. RESULTS: Following adjustment, VHA admissions consistently had the lowest predicted mean comorbidity scores (4.44 (95% CI 4.34-4.55)) and lowest probability of using the most severe DRG (22.1% (95% CI 21.4%-22.8%)). In contrast, Medicare-covered admissions had the highest predicted mean comorbidity score (5.71 (95% CI 5.56-5.85)) and highest probability of using the top DRG (35.3% (95% CI 34.2%-36.4%)). CONCLUSIONS: More effective strategies may be needed to improve VHA documentation, and current risk-adjusted comparisons should account for differences in coding intensity.


Comorbidity , Hospitals, Veterans , Severity of Illness Index , Humans , Cross-Sectional Studies , United States/epidemiology , Male , Female , Aged , Hospitals, Veterans/statistics & numerical data , Middle Aged , Diagnosis-Related Groups/statistics & numerical data , United States Department of Veterans Affairs/statistics & numerical data , Medicare/statistics & numerical data , Aged, 80 and over , Veterans/statistics & numerical data
2.
Arch Dermatol Res ; 316(5): 155, 2024 May 11.
Article En | MEDLINE | ID: mdl-38734769

Topical adapalene gel is an effective and well tolerated acne treatment that transitioned from prescription to over-the-counter (OTC) availability in 2016. Historically, prescription to OTC transitions have lowered costs to patients and payers and increased access to medications. This study used sales and prescriber data to assess access to topical retinoid therapies and their costs in the pre- and post- Rx-to-OTC transition. We demonstrate that the prescription to OTC transition of adapalene gel increased access to this medication, while lowering costs to patients and payers, including Medicare patients. These results provide a necessary call to action for future OTC shifts with other high safety profile, well-tolerated medications in ultimate efforts and hopes of cost savings for patients, insurers, and Medicare within our healthcare industry.


Acne Vulgaris , Adapalene , Dermatologic Agents , Nonprescription Drugs , Humans , Adapalene/administration & dosage , Adapalene/economics , Nonprescription Drugs/economics , Nonprescription Drugs/administration & dosage , Acne Vulgaris/drug therapy , Acne Vulgaris/economics , Dermatologic Agents/economics , Dermatologic Agents/administration & dosage , United States , Administration, Topical , Prescription Drugs/economics , Prescription Drugs/administration & dosage , Drug Costs , Medicare/economics , Health Services Accessibility/economics , Cost Savings
4.
Med Care ; 62(6): 423-430, 2024 Jun 01.
Article En | MEDLINE | ID: mdl-38728681

OBJECTIVE: Fragmented readmissions, when admission and readmission occur at different hospitals, are associated with increased charges compared with nonfragmented readmissions. We assessed if hospital participation in health information exchange (HIE) was associated with differences in total charges in fragmented readmissions. DATA SOURCE: Medicare Fee-for-Service Data, 2018. STUDY DESIGN: We used generalized linear models with hospital referral region and readmission month fixed effects to assess relationships between information sharing (same HIE, different HIEs, and no HIE available) and total charges of 30-day readmissions among fragmented readmissions; analyses were adjusted for patient-level clinical/demographic characteristics and hospital-level characteristics. DATA EXTRACTION METHODS: We included beneficiaries with a hospitalization for acute myocardial infarction, congestive heart failure, chronic obstructive pulmonary disease, syncope, urinary tract infection, dehydration, or behavioral issues with a 30-day readmission for any reason. PRINCIPAL FINDINGS: In all, 279,729 admission-readmission pairs were included, 27% of which were fragmented (n=75,438); average charges of fragmented readmissions were $64,897-$71,606. Compared with fragmented readmissions where no HIE was available, the average marginal effects of same-HIE and different-HIE admission-readmission pairs were -$2329.55 (95% CI: -7333.73, 2674.62) and -$3905.20 (95% CI: -7592.85, -307.54), respectively. While the average marginal effects of different-HIE pairs were lower than those for no-HIE fragmented readmissions, the average marginal effects of same-HIE and different-HIE pairs were not significantly different from each other. CONCLUSIONS: There were no statistical differences in charges between fragmented readmissions to hospitals that share an HIE or that do not share an HIE compared with hospitals with no HIE available.


Health Information Exchange , Medicare , Patient Readmission , Patient Readmission/statistics & numerical data , Humans , United States , Medicare/statistics & numerical data , Medicare/economics , Male , Female , Aged , Health Information Exchange/statistics & numerical data , Aged, 80 and over , Fee-for-Service Plans/statistics & numerical data
5.
Cancer Med ; 13(10): e7027, 2024 May.
Article En | MEDLINE | ID: mdl-38770622

BACKGROUND: Black men and men with end-stage kidney disease have lower rates of treatment and higher mortality for prostate cancer. We studied the interaction of end-stage kidney disease (ESKD) with Black race for treatment rates and mortality for men with prostate cancer. METHODS AND RESULTS: We included 516 Black and 551 White men with ESKD before prostate cancer 22,299 Black men, and 141,821 White men without ESKD who were 40 years or older from the Surveillance, Epidemiology, and End-Results-Medicare data (2004-2016). All Black men with or without ESKD and White men with ESKD had higher prostate-specific antigen levels at diagnosis than White men without ESKD. Black men with ESKD had the lowest rates for treatment in both local and advanced stages of prostate cancer (age-adjusted risk ratio: 0.76, 95% Confidence Interval (CI): 0.71-0.82 for local stage and age-adjusted risk ratio: 0.82, 95% CI: 0.76-0.9 for advanced stages) compared to White men without ESKD. Compared to White men without ESKD, prostate cancer-specific mortality was higher in White men with ESKD for both local and advanced stages (age-adjusted hazard ratio: 1.8, 95% CI: 1.2-2.8 and HR: 1.6, 95% CI: 1.2-2.2) and it was higher for ESKD Black men only in advanced stage prostate cancer (age-adjusted hazard ratio: 2.4, 95% CI: 1.5-3.6). CONCLUSION: Our findings suggest that having a comorbidity such as ESKD makes Black men more vulnerable to racial disparities in prostate cancer treatment and mortality.


Black or African American , Healthcare Disparities , Kidney Failure, Chronic , Prostatic Neoplasms , SEER Program , White People , Humans , Male , Prostatic Neoplasms/mortality , Prostatic Neoplasms/therapy , Prostatic Neoplasms/pathology , Prostatic Neoplasms/ethnology , Aged , Kidney Failure, Chronic/mortality , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/therapy , Black or African American/statistics & numerical data , United States/epidemiology , White People/statistics & numerical data , Aged, 80 and over , Prostate-Specific Antigen/blood , Middle Aged , Medicare/statistics & numerical data
6.
JAMA Health Forum ; 5(5): e240825, 2024 May 03.
Article En | MEDLINE | ID: mdl-38728021

Importance: Nursing home residents with Alzheimer disease and related dementias (ADRD) often receive burdensome care at the end of life. Nurse practitioners (NPs) provide an increasing share of primary care in nursing homes, but how NP care is associated with end-of-life outcomes for this population is unknown. Objectives: To examine the association of NP care with end-of-life outcomes for nursing home residents with ADRD and assess whether these associations differ according to state-level NP scope of practice regulations. Design, Setting, and Participants: This cohort study using fee-for-service Medicare claims included 334 618 US nursing home residents with ADRD who died between January 1, 2016, and December 31, 2018. Data were analyzed from April 6, 2015, to December 31, 2018. Exposures: Share of nursing home primary care visits by NPs, classified as minimal (<10% of visits), moderate (10%-50% of visits), and extensive (>50% of visits). State NP scope of practice regulations were classified as full vs restrictive in 2 domains: practice authority (authorization to practice and prescribe independently) and do-not-resuscitate (DNR) authority (authorization to sign DNR orders). Main Outcomes and Measures: Hospitalization within the last 30 days of life and death with hospice. Linear probability models with hospital referral region fixed effects controlling for resident characteristics, visit volume, and geographic factors were used to estimate whether the associations between NP care and outcomes varied across states with different scope of practice regulations. Results: Among 334 618 nursing home decedents (mean [SD] age at death, 86.6 [8.2] years; 69.3% female), 40.5% received minimal NP care, 21.4% received moderate NP care, and 38.0% received extensive NP care. Adjusted hospitalization rates were lower for residents with extensive NP care (31.6% [95% CI, 31.4%-31.9%]) vs minimal NP care (32.3% [95% CI, 32.1%-32.6%]), whereas adjusted hospice rates were higher for residents with extensive (55.6% [95% CI, 55.3%-55.9%]) vs minimal (53.6% [95% CI, 53.3%-53.8%]) NP care. However, there was significant variation by state scope of practice. For example, in full practice authority states, adjusted hospice rates were 2.88 percentage points higher (95% CI, 1.99-3.77; P < .001) for residents with extensive vs minimal NP care, but the difference between these same groups was 1.77 percentage points (95% CI, 1.32-2.23; P < .001) in restricted practice states. Hospitalization rates were 1.76 percentage points lower (95% CI, -2.52 to -1.00; P < .001) for decedents with extensive vs minimal NP care in full practice authority states, but the difference between these same groups in restricted practice states was only 0.43 percentage points (95% CI, -0.84 to -0.01; P < .04). Similar patterns were observed in analyses focused on DNR authority. Conclusions and Relevance: The findings of this cohort study suggest that NPs appear to be important care providers during the end-of-life period for many nursing home residents with ADRD and that regulations governing NP scope of practice may have implications for end-of-life hospitalizations and hospice use in this population.


Dementia , Medicare , Nurse Practitioners , Nursing Homes , Terminal Care , Humans , Nursing Homes/statistics & numerical data , Female , United States , Male , Nurse Practitioners/statistics & numerical data , Terminal Care/statistics & numerical data , Dementia/nursing , Dementia/therapy , Aged, 80 and over , Aged , Cohort Studies
7.
JAMA Health Forum ; 5(5): e240442, 2024 May 03.
Article En | MEDLINE | ID: mdl-38728023

This cross-sectional study analyzes how use of audio-only telehealth services by Medicare beneficiaries changed from 2020 to 2022 and assesses which patients would be most affected by policy reforms.


Medicare , Telemedicine , Humans , United States , Aged , Female , Male , Aged, 80 and over
8.
JAMA Netw Open ; 7(5): e2410713, 2024 May 01.
Article En | MEDLINE | ID: mdl-38728030

Importance: Older adults with socioeconomic disadvantage develop a greater burden of disability after critical illness than those without socioeconomic disadvantage. The delivery of in-hospital rehabilitation that can mitigate functional decline may be influenced by social determinants of health (SDOH). Whether rehabilitation delivery differs by SDOH during critical illness hospitalization is not known. Objective: To evaluate whether SDOH are associated with the delivery of skilled rehabilitation during critical illness hospitalization among older adults. Design, Setting, and Participants: This cohort study used data from the National Health and Aging Trends Study linked with Medicare claims (2011-2018). Participants included older adults hospitalized with a stay in the intensive care unit (ICU). Data were analyzed from August 2022 to September 2023. Exposures: Dual eligibility for Medicare and Medicaid, education, income, limited English proficiency (LEP), and rural residence. Main Outcome and Measures: The primary outcome was delivery of physical therapy (PT) and/or occupational therapy (OT) during ICU hospitalization, characterized as any in-hospital PT or OT and rate of in-hospital PT or OT, calculated as total number of units divided by length of stay. Results: In the sample of 1618 ICU hospitalizations (median [IQR] patient age, 81.0 [75.0-86.0] years; 842 [52.0%] female), 371 hospitalizations (22.9%) were among patients with dual Medicare and Medicaid eligibility, 523 hospitalizations (32.6%) were among patients with less than high school education, 320 hospitalizations (19.8%) were for patients with rural residence, and 56 hospitalizations (3.5%) were among patients with LEP. A total of 1076 hospitalized patients (68.5%) received any PT or OT, with a mean rate of 0.94 (95% CI, 0.86-1.02) units/d. After adjustment for age, sex, prehospitalization disability, mechanical ventilation, and organ dysfunction, factors associated with lower odds of receipt of PT or OT included dual Medicare and Medicaid eligibility (adjusted odds ratio, 0.70 [95% CI, 0.50-0.97]) and rural residence (adjusted odds ratio, 0.65 [95% CI, 0.48-0.87]). LEP was associated with a lower rate of PT or OT (adjusted rate ratio, 0.55 [95% CI, 0.32-0.94]). Conclusions and Relevance: These findings highlight the need to consider SDOH in efforts to promote rehabilitation delivery during ICU hospitalization and to investigate factors underlying inequities in this practice.


Hospitalization , Intensive Care Units , Medicare , Social Determinants of Health , Humans , Social Determinants of Health/statistics & numerical data , Aged , Female , Male , Intensive Care Units/statistics & numerical data , United States , Hospitalization/statistics & numerical data , Aged, 80 and over , Medicare/statistics & numerical data , Critical Illness/rehabilitation , Cohort Studies , Occupational Therapy/statistics & numerical data , Physical Therapy Modalities/statistics & numerical data , Medicaid/statistics & numerical data
9.
Health Aff (Millwood) ; 43(5): 659-665, 2024 May.
Article En | MEDLINE | ID: mdl-38709973

We investigated county-level variation in mRNA COVID-19 vaccine use among Medicare beneficiaries throughout the United States. There was greater use of Pfizer-BioNTech vaccines than Moderna vaccines in urban areas for first and booster doses.


COVID-19 Vaccines , COVID-19 , Medicare , Rural Population , Urban Population , Humans , United States , COVID-19/prevention & control , Urban Population/statistics & numerical data , Medicare/statistics & numerical data , Aged , Female , Male , BNT162 Vaccine , SARS-CoV-2
10.
PLoS One ; 19(5): e0302871, 2024.
Article En | MEDLINE | ID: mdl-38722929

We developed an inherently interpretable multilevel Bayesian framework for representing variation in regression coefficients that mimics the piecewise linearity of ReLU-activated deep neural networks. We used the framework to formulate a survival model for using medical claims to predict hospital readmission and death that focuses on discharge placement, adjusting for confounding in estimating causal local average treatment effects. We trained the model on a 5% sample of Medicare beneficiaries from 2008 and 2011, based on their 2009-2011 inpatient episodes (approximately 1.2 million), and then tested the model on 2012 episodes (approximately 400 thousand). The model scored an out-of-sample AUROC of approximately 0.75 on predicting all-cause readmissions-defined using official Centers for Medicare and Medicaid Services (CMS) methodology-or death within 30-days of discharge, being competitive against XGBoost and a Bayesian deep neural network, demonstrating that one need-not sacrifice interpretability for accuracy. Crucially, as a regression model, it provides what blackboxes cannot-its exact gold-standard global interpretation, explicitly defining how the model performs its internal "reasoning" for mapping the input data features to predictions. In doing so, we identify relative risk factors and quantify the effect of discharge placement. We also show that the posthoc explainer SHAP provides explanations that are inconsistent with the ground truth model reasoning that our model readily admits.


Bayes Theorem , Medicare , Patient Discharge , Patient Readmission , Humans , Patient Readmission/statistics & numerical data , Patient Discharge/statistics & numerical data , United States/epidemiology , Female , Aged , Male , Neural Networks, Computer , Aged, 80 and over
13.
Fam Community Health ; 47(3): 239-247, 2024.
Article En | MEDLINE | ID: mdl-38738756

BACKGROUND AND OBJECTIVES: This paper uses data from the Center for Medicare & Medicaid Innovation's Accountable Health Communities (AHC) Model to assess the effects of the COVID-19 pandemic on patient navigation (PN) for health-related social needs. METHODS: We analyzed evaluation data from 28 organizations implementing the Center for Medicare & Medicaid Innovation's AHC Model. We first distilled themes from 81 stakeholder interviews conducted in 2021. We then analyzed quantitative beneficiary-level data on acceptance of navigation among 133,173 unique Medicare and Medicaid beneficiaries who were eligible for navigation between January 2019 and March 2021. RESULTS: During the pandemic, interview participants described greater complexity of patients' cases and uncertainty regarding community service availability. Changes to navigation staffing and mode led to improvements in navigation quality and efficiency, but also challenges such as reduced rapport with patients. The pandemic increased navigator stress and burnout but also deepened appreciation for navigation among navigators and their patients. Beneficiaries were more likely to accept navigation during the pandemic than before the pandemic ( P < .05). CONCLUSIONS: Changes in PN during the pandemic were perceived as both good and bad. Future work is needed to assess the long-term implications of pandemic-related changes to navigation for patients and navigators.


Accountable Care Organizations , COVID-19 , Patient Navigation , Humans , COVID-19/epidemiology , COVID-19/psychology , Patient Navigation/organization & administration , United States/epidemiology , Medicaid , Medicare , SARS-CoV-2 , Female , Male , Pandemics , Aged , Middle Aged , Health Services Accessibility
14.
Article En | MEDLINE | ID: mdl-38743853

BACKGROUND: Instrumented spinal fusions can be used in the treatment of vertebral fractures, spinal instability, and scoliosis or kyphosis. Construct-level selection has notable implications on postoperative recovery, alignment, and mobility. This study sought to project future trends in the implementation rates and associated costs of single-level versus multilevel instrumentation procedures in US Medicare patients aged older than 65 years in the United States. METHODS: Data were acquired from the Centers for Medicare & Medicaid Services from January 1, 2000, to December 31, 2019. Procedure costs and counts were abstracted using Current Procedural Terminology codes to identify spinal level involvement. The Prophet machine learning algorithm was used, using a Bayesian Inference framework, to generate point forecasts for 2020 to 2050 and 95% forecast intervals (FIs). Sensitivity analyses were done by comparing projections from linear, log-linear, Poisson and negative-binomial, and autoregressive integrated moving average models. Costs were adjusted for inflation using the 2019 US Bureau of Labor Statistics' Consumer Price Index. RESULTS: Between 2000 and 2019, the annual spinal instrumentation volume increased by 776% (from 7,342 to 64,350 cases) for single level, by 329% (from 20,319 to 87,253 cases) for two-four levels, by 1049% (from 1,218 to 14,000 cases) for five-seven levels, and by 739% (from 193 to 1,620 cases) for eight-twelve levels (P < 0.0001). The inflation-adjusted reimbursement for single-level instrumentation procedures decreased 45.6% from $1,148.15 to $788.62 between 2000 and 2019, which is markedly lower than for other prevalent orthopaedic procedures: total shoulder arthroplasty (-23.1%), total hip arthroplasty (-39.2%), and total knee arthroplasty (-42.4%). By 2050, the number of single-level spinal instrumentation procedures performed yearly is projected to be 124,061 (95% FI, 87,027 to 142,907), with associated costs of $93,900,672 (95% FI, $80,281,788 to $108,220,932). CONCLUSIONS: The number of single-level instrumentation procedures is projected to double by 2050, while the number of two-four level procedures will double by 2040. These projections offer a measurable basis for resource allocation and procedural distribution.


Medicare , Spinal Fusion , Humans , United States , Medicare/economics , Spinal Fusion/economics , Aged , Forecasting , Female , Health Care Costs , Male , Aged, 80 and over
15.
Science ; 384(6697): 726, 2024 May 17.
Article En | MEDLINE | ID: mdl-38753794

Universities could no longer store Medicare and Medicaid data, and costs would rise.


Medicaid , Medicare , United States , Medicare/economics , Access to Information , Humans , Universities
16.
Vaccine ; 42(15): 3486-3492, 2024 May 31.
Article En | MEDLINE | ID: mdl-38704258

BACKGROUND: While safety of influenza vaccines is well-established, some studies have suggested potential associations between influenza vaccines and certain adverse events (AEs). This study examined the safety of the 2022-2023 influenza vaccines among U.S. adults ≥ 65 years. METHODS: A self-controlled case series compared incidence rates of anaphylaxis, encephalitis/encephalomyelitis, Guillain-Barré Syndrome (GBS), and transverse myelitis following 2022-2023 seasonal influenza vaccinations (i.e., any, high-dose or adjuvanted) in risk and control intervals among Medicare beneficiaries ≥ 65 years. We used conditional Poisson regression to estimate incidence rate ratios (IRRs) and 95 % confidence intervals (CIs) adjusted for event-dependent observation time and seasonality. Analyses also accounted for uncertainty from outcome misclassification where feasible. For AEs with any statistically significant associations, we stratified results by concomitant vaccination status. RESULTS: Among 12.7 million vaccine recipients, we observed 76 anaphylaxis, 276 encephalitis/encephalomyelitis, 134 GBS and 75 transverse myelitis cases. Only rates of anaphylaxis were elevated in risk compared to control intervals. With all adjustments, an elevated, but non-statistically significant, anaphylaxis rate was observed following any (IRR: 2.40, 95% CI: 0.96-6.03), high-dose (IRR: 2.31, 95% CI: 0.67-7.91), and adjuvanted (IRR: 3.28, 95% CI: 0.71-15.08) influenza vaccination; anaphylaxis IRRs were 2.54 (95% CI: 0.49-13.05) and 1.64 (95% CI: 0.38-7.05) for persons with and without concomitant vaccination, respectively. CONCLUSIONS: Rates of encephalitis/encephalomyelitis, GBS, or transverse myelitis were not elevated following 2022-2023 seasonal influenza vaccinations among U.S. adults ≥ 65 years. There was an increased rate of anaphylaxis following influenza vaccination that may have been influenced by concomitant vaccination.


Influenza Vaccines , Influenza, Human , Vaccination , Aged , Aged, 80 and over , Female , Humans , Male , Anaphylaxis/epidemiology , Drug-Related Side Effects and Adverse Reactions/epidemiology , Guillain-Barre Syndrome/epidemiology , Guillain-Barre Syndrome/etiology , Guillain-Barre Syndrome/chemically induced , Incidence , Influenza Vaccines/adverse effects , Influenza Vaccines/administration & dosage , Influenza, Human/prevention & control , Influenza, Human/epidemiology , Medicare/statistics & numerical data , Myelitis, Transverse/epidemiology , Myelitis, Transverse/etiology , Seasons , United States/epidemiology , Vaccination/adverse effects
17.
JAMA Health Forum ; 5(5): e240807, 2024 May 03.
Article En | MEDLINE | ID: mdl-38700854

Importance: Comprehensive medication reviews (CMRs) are offered to qualifying US Medicare beneficiaries annually to optimize medication regimens and therapeutic outcomes. In 2016, Medicare adopted CMR completion as a Star Rating quality measure to encourage the use of CMRs. Objective: To examine trends in CMR completion rates before and after 2016 and whether racial, ethnic, and socioeconomic disparities in CMR completion changed. Design, Setting, and Participants: This observational study using interrupted time-series analysis examined 2013 to 2020 annual cohorts of community-dwelling Medicare beneficiaries aged 66 years and older eligible for a CMR as determined by Part D plans and by objective minimum eligibility criteria. Data analysis was conducted from September 2022 to February 2024. Exposure: Adoption of CMR completion as a Star Rating quality measure in 2016. Main Outcome and Measures: CMR completion modeled via generalized estimating equations. Results: The study included a total of 561 950 eligible beneficiaries, with 253 561 in the 2013 to 2015 cohort (median [IQR] age, 75.8 [70.7-82.1] years; 90 778 male [35.8%]; 6795 Asian [2.7%]; 24 425 Black [9.6%]; 7674 Hispanic [3.0%]; 208 621 White [82.3%]) and 308 389 in the 2016 to 2020 cohort (median [IQR] age, 75.1 [70.4-80.9] years; 126 730 male [41.1%]; 8922 Asian [2.9%]; 27 915 Black [9.1%]; 7635 Hispanic [2.5%]; 252 781 White [82.0%]). The unadjusted CMR completion rate increased from 10.2% (7379 of 72 225 individuals) in 2013 to 15.6% (14 185 of 90 847 individuals) in 2015 and increased further to 35.8% (18 376 of 51 386 individuals) in 2020, in part because the population deemed by Part D plans to be MTM-eligible decreased by nearly half after 2015 (90 487 individuals in 2015 to 51 386 individuals in 2020). Among a simulated cohort based on Medicare minimum eligibility thresholds, the unadjusted CMR completion rate increased but to a lesser extent, from 4.4% in 2013 to 12.6% in 2020. Compared with White beneficiaries, Asian and Hispanic beneficiaries experienced greater increases in likelihood of CMR completion after 2016 but remained less likely to complete a CMR. Dual-Medicaid enrollees also experienced greater increases in likelihood of CMR completion as compared with those without either designation, but still remained less likely to complete CMR. Conclusion and Relevance: This study found that adoption of CMR completion as a Star Rating quality measure was associated with higher CMR completion rates. The increase in CMR completion rates was achieved partly because Part D plans used stricter eligibility criteria to define eligible patients. Reductions in disparities for eligible Asian, Hispanic, and dual-Medicaid enrollees were seen, but not eliminated. These findings suggest that quality measures can inform plan behavior and could be used to help address disparities.


Healthcare Disparities , Humans , United States , Aged , Male , Female , Aged, 80 and over , Healthcare Disparities/statistics & numerical data , Healthcare Disparities/ethnology , Medicare/statistics & numerical data , Interrupted Time Series Analysis , Medicare Part D/statistics & numerical data , Ethnicity/statistics & numerical data
18.
J Manag Care Spec Pharm ; 30(5): 430-440, 2024 May.
Article En | MEDLINE | ID: mdl-38701030

BACKGROUND: Chronic lymphocytic leukemia (CLL) is the most common type of leukemia. However, published studies of CLL have either only focused on costs among individuals diagnosed with CLL without a non-CLL comparator group or focused on costs associated with specific CLL treatments. An examination of utilization and costs across different care settings provides a holistic view of utilization associated with CLL. OBJECTIVE: To quantify the health care costs and resource utilization types attributable to CLL among Medicare beneficiaries and identify predictors associated with each of the economic outcomes among beneficiaries diagnosed with CLL. METHODS: This retrospective study used a random 20% sample of the Medicare Chronic Conditions Data Warehouse (CCW) database covering the 2017-2019 period. The study population consisted of individuals with and without CLL. The CLL cohort and non-CLL cohort were matched using a 1:5 hard match based on baseline categorical variables. We characterized economic outcomes over 360 days across cost categories and places of services. We estimated average marginal effects using multivariable generalized linear regression models of total costs and across type of services. Total cost was compared between CLL and non-CLL cohorts using the matched sample. We used generalized linear models appropriate for the count or binary outcome to identify factors associated with various categories of health care resource utilization, such as inpatient admissions, emergency department (ED) visits, and oncologist/hematologist visits. RESULTS: A total of 2,736 beneficiaries in the CLL cohort and 13,571 beneficiaries in the non-CLL matched cohort were identified. Compared with the non-CLL cohort, the annual cost for the CLL cohort was higher (CLL vs non-CLL, mean [SD]: $22,781 [$37,592] vs $13,901 [$24,725]), mainly driven by health care provider costs ($6,535 vs $3,915) and Part D prescription drug costs ($5,916 vs $2,556). The main categories of health care resource utilization were physician evaluation/management visits, oncologist/hematologist visits, and laboratory services. Compared with beneficiaries aged 65-74 years, beneficiaries aged 85 years or older had lower use and cost in maintenance services (ie, oncologist visits, hospital outpatient costs, and prescription drug cost) but higher use and cost in acute services (ie, ED). Compared with residency in a metropolitan area, living in a nonmetropolitan area was associated with fewer physician visits but higher ED visits and hospitalizations. CONCLUSIONS: The cooccurrence of lower utilization of routine care services, along with higher utilization of acute care services among some individuals, has implications for patient burden and warrants further study.


Health Care Costs , Leukemia, Lymphocytic, Chronic, B-Cell , Medicare , Patient Acceptance of Health Care , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/economics , Leukemia, Lymphocytic, Chronic, B-Cell/therapy , United States , Retrospective Studies , Male , Female , Aged , Medicare/economics , Medicare/statistics & numerical data , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Aged, 80 and over , Health Resources/economics , Health Resources/statistics & numerical data , Hospitalization/economics , Hospitalization/statistics & numerical data
19.
J Prev Alzheimers Dis ; 11(3): 710-720, 2024.
Article En | MEDLINE | ID: mdl-38706287

BACKGROUND: The potential for greenness as a novel protective factor for Alzheimer's disease (AD) requires further exploration. OBJECTIVES: This study assesses prospectively and longitudinally the association between precision greenness - greenness measured at the micro-environmental level, defined as the Census block - and AD incidence. DESIGN: Older adults living in consistently high greenness Census blocks across 2011 and 2016 were compared to those living in consistently low greenness blocks on AD incidence during 2012-2016. SETTING: Miami-Dade County, Florida, USA. PARTICIPANTS: 230,738 U.S. Medicare beneficiaries. MEASUREMENTS: U.S. Centers for Medicare and Medicaid Services Chronic Condition Algorithm for AD based on ICD-9 codes, Normalized Difference Vegetation Index, age, sex, race/ethnicity, neighborhood income, and walkability. RESULTS: Older adults living in the consistently high greenness tertile, compared to those in the consistently low greenness tertile, had 16% lower odds of AD incidence (OR=0.84, 95% CI: 0.76-0.94, p=0.0014), adjusting for age, sex, race/ethnicity, and neighborhood income. Age, neighborhood income and walkability moderated greenness' relationship to odds of AD incidence, such that younger ages (65-74), lower-income, and non-car dependent neighborhoods may benefit most from high greenness. CONCLUSIONS: High greenness, compared to low greenness, is associated with lower 5-year AD incidence. Residents who are younger and/or who reside in lower-income, walkable neighborhoods may benefit the most from high greenness. These findings suggest that consistently high greenness at the Census block-level, may be associated with reduced odds of AD incidence at a population level.


Alzheimer Disease , Humans , Alzheimer Disease/epidemiology , Female , Aged , Male , Florida/epidemiology , Longitudinal Studies , United States/epidemiology , Incidence , Aged, 80 and over , Neighborhood Characteristics , Medicare/statistics & numerical data , Residence Characteristics , Prospective Studies
20.
JAMA Netw Open ; 7(5): e249465, 2024 May 01.
Article En | MEDLINE | ID: mdl-38709533

Importance: The influence of race and ethnicity on initiation of direct oral anticoagulants (DOACs) is relatively understudied in Medicare data. Objective: To investigate disparities in the initiation of DOACs compared with warfarin by race, ethnicity, and social vulnerability. Design, Setting, and Participants: This retrospective cohort study used a 50% sample of Medicare fee-for-service data from January 1, 2010, to December 31, 2019 (mean patient enrollment duration, 7.7 years). Analysis took place between January 2023 and February 2024. A cohort of older adults (aged ≥65 years) with atrial fibrillation who newly initiated warfarin or DOACs (dabigatran, rivaroxaban, apixaban, and edoxaban) was identified. Exposure: Patients were classified as non-Hispanic White, non-Hispanic Black, and Hispanic. Main Outcomes and Measures: The likelihood of starting use of DOACs compared with warfarin was modeled, adjusting for race, ethnicity, age, sex, county-level social vulnerability, and other clinical factors. Results: Among 950 698 anticoagulation initiations, consisting of 680 974 DOAC users and 269 724 warfarin users (mean [SD] age, 78.5 [7.6] years; 52.6% female), 5.2% were Black, 4.3% were Hispanic, and 86.7% were White. During the 10-year study period, DOAC use increased for all demographic groups. After adjustment, compared with White patients, Black patients were 23% less likely (adjusted odds ratio [AOR, 0.77; 95% CI, 0.75-0.79) and Hispanic patients were 13% less likely (AOR, 0.87; 95% CI, 0.85-0.89) to initiate DOAC use. Disparities in DOAC initiation were greatest among Black patients in the earlier years but attenuated during the study period. For instance, in 2010, the OR of Black patients initiating DOACs was 0.54 (95% CI, 0.50-0.57), attenuating linearly over time to 0.69 by 2013 (95% CI, 0.65-0.74) and 0.83 (95% CI, 0.78-0.89) by 2017. By 2019, these differences became nonsignificant (OR, 1.08; 95% CI, 0.99-1.18). Conclusions and Relevance: In this cohort study of Medicare patients with atrial fibrillation, Black and Hispanic patients were less likely to initiate DOACs for atrial fibrillation, although these differences diminished over time. Identifying the factors behind these early disparities is crucial for ensuring equitable access to novel therapies as they emerge for Black and Hispanic populations.


Anticoagulants , Atrial Fibrillation , Healthcare Disparities , Medicare , Warfarin , Humans , Aged , Female , United States , Male , Medicare/statistics & numerical data , Retrospective Studies , Aged, 80 and over , Anticoagulants/therapeutic use , Warfarin/therapeutic use , Atrial Fibrillation/drug therapy , Atrial Fibrillation/ethnology , Healthcare Disparities/ethnology , Healthcare Disparities/statistics & numerical data , Pyridones/therapeutic use , Dabigatran/therapeutic use , Pyrazoles/therapeutic use , Administration, Oral , Hispanic or Latino/statistics & numerical data , Rivaroxaban/therapeutic use , Ethnicity/statistics & numerical data , Thiazoles/therapeutic use , White People/statistics & numerical data , Cohort Studies , Pyridines/therapeutic use
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