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1.
Trials ; 22(1): 19, 2021 Jan 06.
Article in English | MEDLINE | ID: mdl-33407784

ABSTRACT

BACKGROUND: HIV-related maternal deaths and HIV infection among infants remain unacceptably high across sub-Saharan Africa despite increased antenatal care attendance and provision of antiretroviral therapy to pregnant women. In the Jamii Bora ("Better Family" in Swahili) Study, we seek to test the efficacy of an interdependence theory-based couple intervention. The intervention reaches pregnant women and male partners through home visits by male-female pairs of lay health workers. The aim is to increase access to home-based couples' HIV testing and counseling services to improve family health. METHODS: This is a three-arm randomized control trial among 1080 pregnant women 15 years of age or older, living with their male partners, and who have not undergone couples' HIV testing and counseling in Kisumu and Migori Counties in Kenya. Couples will be randomized into three groups: home-based couple visits, HIV self-testing kits for couple use, or standard care (male partner clinic invitation letters). Participants will be followed up to 18 months postpartum. The study has three aims: in aim 1, we will determine the effects of the intervention on our primary outcome of couple HIV testing, compared to HIV self-testing kits and standard care; in aim 2, we will examine the intervention impact on HIV prevention behaviors, facility delivery, and postnatal healthcare utilization, as well as secondary health outcomes of maternal viral suppression and HIV-free child survival up to 18 months for couples living with HIV; and in aim 3, we will compare the cost-effectiveness of the home-based couple intervention to the less resource-intensive strategies used in the other two study arms. Assessments with couples are conducted at baseline, late pregnancy, and at months 3, 6, 12, and 18 after birth. DISCUSSION: The results from this study will inform decision-makers about the cost-effective strategies to engage pregnant couples in the prevention of mother-to-child transmission and family health, with important downstream benefits for maternal, paternal, and infant health. TRIAL REGISTRATION: ClinicalTrials.gov NCT03547739 . Registered on May 9, 2018.


Subject(s)
HIV Infections , Infectious Disease Transmission, Vertical , Child , Counseling , Family Health , Female , HIV Infections/diagnosis , HIV Infections/prevention & control , Humans , Infant , Infectious Disease Transmission, Vertical/prevention & control , Kenya , Male , Pregnancy , Randomized Controlled Trials as Topic
2.
J Clin Lipidol ; 14(5): 720-729, 2020.
Article in English | MEDLINE | ID: mdl-32680814

ABSTRACT

BACKGROUND: Guidelines recommend adults who discontinue statin therapy because of statin-associated symptoms be reinitiated. Low-density lipoprotein cholesterol (LDL-C) levels achieved after statin reinitiation are unknown. OBJECTIVE: The objective of this study was to determine LDL-C levels after statin reinitiation. METHODS: We analyzed data from 5498 participants in the REasons for Geographic And Racial Differences in Stroke study who reported ever taking a statin. We categorized participants according to their pattern of statin use including those taking a statin who did not experience statin-associated symptoms and continued treatment, and those who discontinued statins because of statin-associated symptoms and were not reinitiated, reinitiated and remained on treatment, and discontinued treatment after being reinitiated. Mortality and vascular event reduction with statin reinitiation was estimated using data from the Cholesterol-Lowering Treatment Trialists Collaboration. RESULTS: After multivariable adjustment, LDL-C was 14.1 (95% CI: 9.9-18.3) mg/dL higher among participants reinitiated and taking a statin compared with those without statin-associated symptoms who continued statin therapy. Mean LDL-C was 18.1 mg/dL (95% CI: 13.0-23.1) and 27.5 mg/dL (95% CI: 20.7-34.4) lower among participants reinitiated and taking a statin compared with those who discontinued statin therapy and were not reinitiated and those who discontinued statins after being reinitiated, respectively. An LDL-C reduction of 18.1 mg/dL with statin reinitiation was projected to reduce all-cause and coronary heart disease mortality by 5.6% and 8.9%, respectively, and myocardial infarction or coronary heart disease death and major vascular events by 10.7% and 9.8%, respectively, over 5 years. CONCLUSION: Reinitiating individuals who discontinue statin therapy may reduce LDL-C and cardiovascular risk.


Subject(s)
Cholesterol, LDL/blood , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Myocardial Infarction/prevention & control , Stroke/prevention & control , Aged , Female , Humans , Male , Myocardial Infarction/blood , Retreatment , Stroke/blood
3.
Prog Transplant ; 30(1): 29-37, 2020 03.
Article in English | MEDLINE | ID: mdl-31838948

ABSTRACT

INTRODUCTION: The best strategy to increase awareness of and access to living kidney donation remains unknown. To build upon the existing strategies, we developed the Living Donor Navigator program, combining advocacy training of patient advocates with enhanced health-care systems training of patient navigators to address potential living donor concerns during the evaluation process. Herein, we describe a systematic assessment of the delivery and content of the program through focus group discussion. METHODS: We conducted focus groups with 9 advocate participants in the Living Donor Navigator program to identify knowledge, skills, and abilities needed for both advocates and navigators. We focused on 2 organizational levels: (1) the participant level or the advocacy training of the advocates and (2) the programmatic level or the support role provided by the navigators and administration of the program. FINDINGS: From 4 common themes (communication, education, support, and commitment), we identified several core competencies and promising practices, at both the participant and programmatic levels. These themes highlighted the potential for several improvements of program content and delivery, the importance of cultural sensitivity among the Living Donor navigators, and the opportunity for informal caregiver support and accountability provided by the program. DISCUSSION: These competencies and promising practices represent actionable strategies for content refinement, optimal training of advocates, and engagement of potential living donors through the Living Donor Navigator program. These findings may also assist with program implementation at other transplant centers in the future.


Subject(s)
Kidney Transplantation , Living Donors , Patient Navigation , Adult , Female , Focus Groups , Humans , Interviews as Topic , Male , Middle Aged
4.
JAMA Cardiol ; 4(9): 865-872, 2019 09 01.
Article in English | MEDLINE | ID: mdl-31339519

ABSTRACT

Importance: High-intensity statin use after myocardial infarction (MI) varies by patient characteristics, but little is known about differences in use by hospital or region. Objective: To explore the relative strength of associations of region and hospital and patient characteristics with high-intensity statin use after MI. Design, Setting, and Participants: This retrospective cohort analysis used Medicare administrative claims and enrollment data to evaluate fee-for-service Medicare beneficiaries 66 years or older who were hospitalized for MI from January 1, 2011, through June 30, 2015, with a statin prescription claim within 30 days of discharge. Data were analyzed from January 4, 2017, through May 12, 2019. Exposures: Beneficiary characteristics were abstracted from Medicare data. Hospital characteristics were obtained from the 2014 American Hospital Association Survey and Hospital Compare quality metrics. Nine regions were defined according to the US Census. Main Outcomes and Measures: Intensity of the first statin claim after discharge characterized as high (atorvastatin calcium, 40-80 mg, or rosuvastatin calcium, 20-40 mg/d) vs low to moderate (all other statin types and doses). Trends in high-intensity statins were examined from 2011 through 2015. Associations of region and beneficiary and hospital characteristics with high-intensity statin use from January 1, 2014, to June 15, 2015, were examined using Poisson distribution mixed models. Results: Among the 139 643 fee-for-service beneficiaries included (69 968 men [50.1%] and 69 675 women [49.9%]; mean [SD] age, 76.7 [7.5] years), high-intensity statin use overall increased from 23.4% in 2011 to 55.6% in 2015, but treatment gaps persisted across regions. In models considering region and beneficiary and hospital characteristics, region was the strongest correlate of high-intensity statin use, with 66% higher use in New England than in the West South Central region (risk ratio [RR], 1.66; 95% CI, 1.47-1.87). Hospital size of at least 500 beds (RR, 1.15; 95% CI, 1.07-1.23), medical school affiliation (RR, 1.11; 95% CI, 1.05-1.17), male sex (RR, 1.10; 95% CI, 1.07-1.13), and patient receipt of a stent (RR, 1.35; 95% CI, 1.31-1.39) were associated with greater high-intensity statin use. For-profit hospital ownership, patient age older than 75 years, prior coronary disease, and other comorbidities were associated with lower use. Conclusions and Relevance: This study's findings suggest that geographic region is the strongest correlate of high-intensity statin use after MI, leading to large treatment disparities.


Subject(s)
Aftercare/statistics & numerical data , Atorvastatin/therapeutic use , Drug Utilization/statistics & numerical data , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Myocardial Infarction , Rosuvastatin Calcium/therapeutic use , Aged , Aged, 80 and over , Cohort Studies , Correlation of Data , Female , Humans , Male , Medicare , Patient Discharge , Retrospective Studies , United States
5.
J Ambul Care Manage ; 42(4): 312-320, 2019.
Article in English | MEDLINE | ID: mdl-31107800

ABSTRACT

Among nonelderly adults with diabetes, we compared hospitalizations for ambulatory care-sensitive conditions from 2013 (pre-Medicaid expansion) and 2014 (post-Medicaid expansion) for 13 expansion and 4 nonexpansion states using State Inpatient Databases. Medicaid expansion was associated with decreases in proportions of hospitalizations for chronic conditions (difference between 2014 and 2013 -0.17 percentage points in expansion and 0.37 in nonexpansion states, P = .04), specifically diabetes short-term complications (difference between 2014 and 2013 -0.05 percentage points in expansion and 0.21 in nonexpansion states, P = .04). Increased access to care through Medicaid expansion may improve disease management in nonelderly adults with diabetes.


Subject(s)
Diabetes Mellitus/therapy , Hospitalization/statistics & numerical data , Medicaid , Adolescent , Adult , Alabama , Ambulatory Care , Female , Humans , Male , Middle Aged , Retrospective Studies , United States
6.
Pract Radiat Oncol ; 9(3): e322-e330, 2019 May.
Article in English | MEDLINE | ID: mdl-30659934

ABSTRACT

PURPOSE: Intensity modulated radiation therapy (IMRT) is widely used in the treatment of head and neck cancers (HNC). There is not enough evidence to suggest that some radiation oncologists (ROs) are associated with better outcomes in patients with HNC. We conducted a cross-sectional analysis to evaluate the effect of ROs' characteristics on outcomes in patients with HNC treated with IMRT. METHODS AND MATERIALS: The study used the Surveillance Epidemiology and End Results-Medicare linked database to identify patient characteristics. Physician records were obtained from the American Medical Association. Logistic regression models with propensity scores were analyzed to look for an association between RO characteristics and patient outcomes. RESULTS: RO characteristics showed that approximately 30% of ROS completed their training in or after the year 2000 (recently trained), and 17% were in top decile of treatment volume (high volume). Less than 3% of ROs work in academic settings. We found that ROs who were recently trained have higher odds (odds ratio [OR]: 1.10; 95% confidence interval [CI], 1.011-1.191) compared with those who were not. In addition, ROs who were treating high volumes of patients have higher odds (OR: 1.08; 95% CI, 1.010-1.165) compared with those treating low volumes of an event of adverse effect of IMRT or death among patients. ROs who work in academic settings have a protective effect (OR: 0.72; 95% CI, 0.569-0.925). CONCLUSIONS: ROs who were recently trained and had a high treatment volume are associated with poorer outcomes among patients with HNC who receive IMRT treatment.


Subject(s)
Head and Neck Neoplasms/radiotherapy , Radiation Oncologists , Radiotherapy, Intensity-Modulated/methods , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Head and Neck Neoplasms/therapy , Humans , Male , Radiotherapy, Intensity-Modulated/adverse effects , SEER Program , Treatment Outcome
7.
J Card Fail ; 25(5): 343-351, 2019 May.
Article in English | MEDLINE | ID: mdl-30339796

ABSTRACT

BACKGROUND: The evidence-based beta-blockers carvedilol, bisoprolol, and metoprolol succinate reduce mortality and hospitalizations among patients with heart failure with reduced ejection fraction (HFrEF). Use of these medications is not well described in the general population of patients with HFrEF, especially among patients with potential contraindications. OBJECTIVES: Our goal was to describe the patterns of prescription fills for carvedilol, bisoprolol, and metoprolol succinate among Medicare beneficiaries hospitalized for HFrEF, as well as to estimate the associations between specific contraindications for beta-blocker therapy and those patterns. METHODS AND RESULTS: With the use of the cohort of 15,205 Medicare beneficiaries hospitalized for HFrEF from 2007 to 2013 in the 5% Medicare random sample, we described prescription fills (30 days after discharge) and dosage patterns (1 year after discharge) for beta-blockers. By means of of Fine and Gray competing risk models, we estimated the associations between potential contraindications (hypotension, chronic obstructive pulmonary disease [COPD], asthma, and syncope) and prescription fill and dosing patterns while adjusting for demographics, comorbidities, and health care utilization. For beneficiaries who did not die or readmitted to the hospital, 38% of hospitalizations were followed by a prescription fill for an evidence-based beta-blocker within 30 days, 12% were followed by prescription fills for at least 50% of the recommended dose of an evidence-based beta-blocker within 1 year, and 9% were followed by a prescription fill for an up-titrated dose of an evidence-based beta-blocker within 1 year. The prevalence of the contraindications were 21% for hypotension, 48% for COPD, 15% for asthma, and 12% for syncope. Among beneficiaries who did not fill a prescription for an evidence-based beta-blocker within 30 days, 67% had at least 1 of these contraindications. Hypotension, COPD, and syncope were each associated with a ∼10% lower risk of filling a prescription for an evidence-based beta-blocker. CONCLUSIONS: Prescription fill and up-titration rates for evidence-based beta-blockers are low among Medicare beneficiaries with HFrEF, but contraindications explain only a minor part of these low rates.


Subject(s)
Adrenergic beta-1 Receptor Antagonists/therapeutic use , Drug Prescriptions/statistics & numerical data , Heart Failure/drug therapy , Medicare Part D , Medication Adherence/statistics & numerical data , Aged , Bisoprolol/therapeutic use , Carvedilol/therapeutic use , Cohort Studies , Female , Heart Failure/epidemiology , Heart Failure/physiopathology , Humans , Male , Metoprolol/therapeutic use , Retrospective Studies , Stroke Volume/physiology , United States/epidemiology
8.
Clin Infect Dis ; 68(6): 1041-1043, 2019 03 05.
Article in English | MEDLINE | ID: mdl-30165395

ABSTRACT

A 9-point risk assessment identified persons with a history of injection drug use who were safe for discharge. "Low-risk" patients were discharged with outpatient antibiotics; others continued inpatient treatment. Use of the assessment reduced the mean length of stay by 20 days and total direct cost by 33%, creating capacity for an additional 333 patients.


Subject(s)
Anti-Bacterial Agents/administration & dosage , Drug Users , Infection Control , Infections/epidemiology , Inpatients , Substance-Related Disorders/epidemiology , Administration, Intravenous , Adult , Female , Humans , Infections/drug therapy , Infections/etiology , Male , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , Substance-Related Disorders/complications , Young Adult
9.
Acad Pediatr ; 19(1): 27-34, 2019.
Article in English | MEDLINE | ID: mdl-30077675

ABSTRACT

OBJECTIVE: The Mental Health Parity and Addiction Equity Act (MHPAEA) of 2008 mandates equivalent insurance coverage for mental health (MH) and substance use disorders (SUD) to other medical and surgical services covered by group insurance plans, Medicaid, and Children's Health Insurance Programs (CHIP). We explored the impact of MHPAEA on enrollees in ALL Kids, the Alabama CHIP. METHODS: We use ALL Kids claims data for October 2008 to December 2014. October 2008 through September 2009 marks the period before MHPAEA implementation. We evaluated changes in MH/SUD-related utilization and program costs and changes in racial/ethnic disparities in the use of MH/SUD services for ALL Kids enrollees using 2-part models. This allowed analyses of changes from no use to any use, as well as in intensity of use. RESULTS: No significant effect was found on overall MH service-use. There were statistically significant increases in inpatient visits and length of stay and some increase in overall MH costs. These increases may not be clinically important and were concentrated in 2009 to 2011. Disparities in utilization between African-American and non-Hispanic white enrollees were somewhat exacerbated, whereas disparities between other minorities and non-Hispanic whites were reduced. CONCLUSIONS: Findings indicate that MHPAEA led to a 14.3% increase in inpatient visits, a 12.5% increase in length of inpatient stay, and a 7.8% increase in MH costs. The increases appear limited to 2009 to 2011, suggesting existing pent-up "needs" among enrollees for added MH/SUD services that resulted in a temporary spike in service use and cost immediately after MHPAEA, which subsequently subsided.


Subject(s)
Children's Health Insurance Program/economics , Facilities and Services Utilization/economics , Health Care Costs , Mental Health Services/economics , Black or African American , Alabama , Children's Health Insurance Program/legislation & jurisprudence , Children's Health Insurance Program/statistics & numerical data , Facilities and Services Utilization/statistics & numerical data , Healthcare Disparities/ethnology , Hispanic or Latino , Hospitalization/economics , Hospitalization/statistics & numerical data , Humans , Insurance, Health/legislation & jurisprudence , Length of Stay/economics , Length of Stay/statistics & numerical data , Mental Health Services/legislation & jurisprudence , Mental Health Services/statistics & numerical data , White People
10.
Cardiovasc Drugs Ther ; 32(6): 601-610, 2018 12.
Article in English | MEDLINE | ID: mdl-30446883

ABSTRACT

PURPOSE: Compare medical expenditures among adults with statin-associated adverse effects (SAAE) and high statin adherence (HSA) following myocardial infarction (MI). METHODS: We analyzed expenditures in 2016 US dollars among Medicare beneficiaries with SAAE (n = 1741) and HSA (n = 55,567) who were ≥ 66 years of age and initiated moderate/high-intensity statins following an MI in 2007-2013. SAAE were identified through a claims-based algorithm, which included down-titrating statins and initiating ezetimibe, switching to ezetimibe monotherapy, having a rhabdomyolysis or antihyperlipidemic adverse event followed by statin down-titration or discontinuation, or switching between ≥ 3 statin types within 365 days following MI. HSA was defined by having a statin available to take for ≥ 80% of the days in the 365 days following MI. RESULTS: Expenditures among beneficiaries with SAAE and HSA were $40,776 (95% CI $38,329-$43,223) and $26,728 ($26,482-$26,974), respectively, in the 365 days following MI, and $34,238 ($31,396-$37,080) and $29,053 ($28,605-$29,500), respectively, for every year after the first 365 days. Multivariable-adjusted ratios comparing expenditures among beneficiaries with SAAE versus HSA in the first 365 days and after the first 365 days following MI were 1.51 (95% CI 1.43-1.59) and 1.23 (1.12-1.34), respectively. Inpatient and outpatient expenditures were higher among beneficiaries with SAAE versus HSA during and after the first 365 days following MI. Compared to beneficiaries with HSA, medication expenditures among those with SAAE were similar in the 365 days following MI, but higher afterwards. Other medical expenditures were higher among beneficiaries with SAAE versus HSA. CONCLUSION: SAAE are associated with increased expenditures following MI compared with HSA.


Subject(s)
Drug Costs , Health Expenditures , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Hydroxymethylglutaryl-CoA Reductase Inhibitors/economics , Insurance Benefits/economics , Medicare/economics , Medication Adherence , Myocardial Infarction/drug therapy , Myocardial Infarction/economics , Aged , Aged, 80 and over , Ambulatory Care , Drug Substitution/economics , Female , Hospital Costs , Humans , Male , Myocardial Infarction/diagnosis , Myocardial Infarction/epidemiology , Retrospective Studies , Risk Factors , Time Factors , Treatment Outcome , United States/epidemiology
11.
Cancer ; 124(21): 4221-4230, 2018 11 01.
Article in English | MEDLINE | ID: mdl-30303522

ABSTRACT

BACKGROUND: To the authors' knowledge, there is limited information regarding the long-term risk of congestive heart failure (CHF) among patients with follicular lymphoma, a prevalent non-Hodgkin lymphoma diagnosis among those aged >65 years, especially within the context of therapeutic exposures and preexisting comorbidities. METHODS: Using Surveillance, Epidemiology, and End Results-Medicare data from 1999 through 2013, the authors identified 6109 patients with follicular lymphoma who were diagnosed at age ≥66 years between January 1, 2000 and December 31, 2011, and a frequency-matched Medicare noncancer sample. Subdistribution hazards models assessed risks associated with new-onset CHF through December 31, 2013. Propensity score-matched models examined CHF risk in patients receiving anthracyclines when compared with matched noncancer controls. RESULTS: When compared with matched controls, patients with follicular lymphoma receiving anthracyclines at ages 66 to 75 years had a 1.7-fold (95% confidence interval, 1.4-fold to 2.1-fold) higher risk of new-onset CHF; patients diagnosed at age >75 years did not differ from noncancer controls with regard to CHF risk. Preexisting hypertension was associated with a 1.7-fold and 1.35-fold, respectively, increased hazard of CHF for each age group, independent of anthracycline exposure. Preexisting diabetes was associated with 1.5-fold increased hazard of CHF only in those patients aged 66 to 75 years. Patients with new-onset CHF had a 18% lower 10-year survival compared with those without CHF. CONCLUSIONS: Patients with follicular lymphoma who were exposed to anthracyclines between the ages of 66 years and 75 years were found to be at an increased risk of new-onset CHF; preexisting hypertension and diabetes appeared to increase this risk. The findings of the current study support and inform the risk-based follow-up of vulnerable populations.


Subject(s)
Heart Failure/epidemiology , Lymphoma, Follicular/epidemiology , Age Factors , Aged , Anthracyclines/therapeutic use , Cancer Survivors/statistics & numerical data , Case-Control Studies , Comorbidity , Female , Geriatric Assessment , Heart Failure/diagnosis , Heart Failure/mortality , Humans , Lymphoma, Follicular/diagnosis , Lymphoma, Follicular/mortality , Male , Medicare/statistics & numerical data , Prevalence , Risk Factors , SEER Program/statistics & numerical data , United States/epidemiology
12.
Med Care ; 56(12): 1051-1059, 2018 12.
Article in English | MEDLINE | ID: mdl-30363020

ABSTRACT

OBJECTIVES: Assess the validity of Medicare claims for identifying myocardial infarction (MI). METHODS: We used data from 9951 Medicare beneficiaries 65 years and above in the Reasons for Geographic And Racial Differences in Stroke study. Between 2003 and 2012, 669 participants had an MI identified and adjudicated through study procedures (ie, the gold standard), and 552 had an overnight inpatient claim with a code for MI (ICD-9 code 410.x0 or 410.x1) in any discharge diagnosis position. RESULTS: Using Medicare claims with a discharge diagnosis code for MI in any position, the positive predictive value (PPV) was 84.3% [95% confidence interval (CI), 80.9%-87.3%] and the sensitivity was 49.0% (95% CI, 44.9%-53.1%). Sensitivity was lower for men (45.8%) versus women (55.1%), microsize MIs (13.7%) versus other MIs (64.7%), type 2 (30.9%), and 4-5 MIs (11.1%) versus type 1 MIs (76.6%), and MIs occurring in-hospital (28.8%) versus out-of-hospital (66.7%). Using Medicare claims with a code for MI in the primary discharge diagnosis position, the PPV was 89.7% (95% CI, 86.3%-92.5%) and sensitivity was 40.1% (95% CI, 36.1%-44.2%). The sensitivity of claims with a code for MI in the primary discharge diagnosis position was lower for microsize versus other MIs, type 2 and 4-5 MIs versus type 1 MIs and MIs occurring in-hospital versus out-of-hospital. Hazard ratios for MI associated with participant characteristics were similar using adjudicated MIs identified through study procedures or claims for MI without further adjudication. CONCLUSIONS: Medicare claims have a high PPV but low sensitivity for identifying MI and can be used to investigate individual-level characteristics associated with MI.


Subject(s)
Geography , Insurance Claim Review/statistics & numerical data , Myocardial Infarction/diagnosis , Myocardial Infarction/ethnology , Racial Groups , Aged , Female , Hospitalization , Humans , Male , Medicare/statistics & numerical data , Myocardial Infarction/classification , Patient Discharge , United States/ethnology
13.
Health Serv Res ; 53(6): 4416-4436, 2018 12.
Article in English | MEDLINE | ID: mdl-30151882

ABSTRACT

OBJECTIVE: To identify hospital/county characteristics and sources of regional heterogeneity associated with readmission penalties. DATA SOURCES/STUDY SETTING: Acute care hospitals under the Hospital Readmissions Reduction Program from fiscal years 2013 to 2018 were linked to data from the Annual Hospital Association, Centers for Medicare and Medicaid Services, Medicare claims, Hospital Compare, Nursing Home Compare, Area Resource File, Health Inequity Project, and Long-term Care Focus. The final sample contained 3,156 hospitals in 1,504 counties. DATA COLLECTION/EXTRACTION METHODS: Data sources were combined using Medicare hospital identifiers or Federal Information Processing Standard codes. STUDY DESIGN: A two-level hierarchical model with correlated random effects, also known as the Mundlak correction, was employed with hospitals nested within counties. PRINCIPAL FINDINGS: Over a third of the variation in readmission penalties was attributed to the county level. Patient sociodemographics and the surrounding access to and quality of care were significantly associated with penalties. Hospital measures of Medicare volume, percentage dual-eligible and Black patients, and patient experience were correlated with unobserved area-level factors that also impact penalties. CONCLUSIONS: As the readmission risk adjustment does not include any community-level characteristics or geographic controls, the resulting endogeneity bias has the potential to disparately penalize certain hospitals.


Subject(s)
Hospitals/statistics & numerical data , Medicare/statistics & numerical data , Patient Readmission/statistics & numerical data , Risk Adjustment , Dual MEDICAID MEDICARE Eligibility , Humans , Models, Statistical , United States
14.
Top Stroke Rehabil ; : 1-6, 2018 Jul 26.
Article in English | MEDLINE | ID: mdl-30047841

ABSTRACT

Background Claims data from Medicare or other payers might not generalize to other populations regarding service use after stroke especially among younger patients. However, high agreement between self-report and Medicare claims data would support the use of self-reported healthcare utilization data in these populations. Methods A population-based sample of 147 stroke participants with traditional fee-for service Medicare and their family caregivers was examined. Concordance with Medicare claims was examined for stroke participant self-report for Emergency Room visits, hospitalizations, and physician visits for a six-month period after stroke, and for both stroke participant and caregiver reports of receipt of Physical Therapy (PT), Speech and Language Pathology (SLP), or Home Health Agency (HHA) visits. Results Agreement was good for Emergency Room visits (kappa 0.75), hospitalization (kappa 0.70), and physician visits (Prevalence Adjusted Bias Adjusted Kappa [PABAK] 0.69) but more moderate for physical therapy, speech and language therapy, and home health agency visits (kappa 0.56-0.63). Caregiver agreement with Medicare claims was similar to stroke participant agreement. African Americans were less likely to self-report therapy compared to whites (OR 0.32 PT, 0.38 SLP, 0.29 HHA, p < 0.03). Younger stroke participants reported lower levels of Emergency Room visits than claims (OR 0.81, p = 0.001). Conclusion Healthcare utilization after stroke can be reliably assessed from Medicare claims, Stroke participant, or Caregiver report for salient events such as hospitalizations and Emergency Room visits. Self-report and caregiver report appear to be less reliable for identifying use of therapy or home health services. Caution should be used when interpreting disparities based on self-report data alone in these areas.

15.
J Clin Lipidol ; 12(4): 988-998.e5, 2018.
Article in English | MEDLINE | ID: mdl-29853312

ABSTRACT

BACKGROUND: Meta-analyses of general population studies report mean low-density lipoprotein cholesterol (LDL-C) reductions of 30% to <50% with moderate-intensity and ≥50% with high-intensity statins. Persons living with human immunodeficiency virus (PLWH) are at high risk for atherosclerotic cardiovascular disease (ASCVD), yet many have elevated LDL-C. OBJECTIVE: To evaluate LDL-C response after statin initiation among PLWH. METHODS: We conducted a retrospective cohort study of PLWH initiating statins between 2009 and 2013 (N = 706). Patients were categorized into mutually exclusive groups in the following hierarchy: history of coronary heart disease (CHD), diabetes, prestatin LDL-C ≥190 mg/dL, 10-year predicted ASCVD risk ≥7.5%, and none of the above (ie, unknown statin indication). The primary outcome was a ≥30% reduction in LDL-C after statin initiation. RESULTS: Among patients initiating statins, 5.8% had a history of CHD, 13.6% had diabetes, 6.2% had LDL-C ≥190 mg/dL, 35.4% had 10-year ASCVD risk ≥7.5%, and 39.0% had an unknown statin indication. Among patients with a history of CHD, 31.7% achieved a ≥30% LDL-C reduction compared with 25.0%, 59.1%, and 33.9% among those with diabetes, LDL-C ≥190 mg/dL, and 10-year ASCVD risk ≥7.5%, respectively. In multivariable adjusted analyses and compared to patients with an unknown statin indication, LDL-C ≥ 190 mg/dL was associated with a prevalence ratio for an LDL-C reduction ≥30% of 1.81 (95% confidence interval, 1.34-2.45), whereas no statistically significant association was present for history of CHD, diabetes, and 10-year ASCVD risk ≥7.5%. CONCLUSION: A low percentage of PLWH achieved the expected reductions in LDL-C after statin initiation, highlighting an unmet need for ASCVD risk reduction.


Subject(s)
Atherosclerosis/diagnosis , Cardiovascular Diseases/diagnosis , Cholesterol, LDL/blood , HIV Infections/pathology , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Adult , Atherosclerosis/epidemiology , Atherosclerosis/etiology , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology , Coronary Disease/pathology , Diabetes Mellitus/pathology , Female , HIV Infections/complications , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors
16.
Transplantation ; 102(12): 2080-2087, 2018 12.
Article in English | MEDLINE | ID: mdl-29787519

ABSTRACT

BACKGROUND: Living donor kidney transplantation has declined in the United States since 2004, but the relationship between population characteristics and rate of living donation is unknown. The goal of our study was to use data on general population health and socioeconomic status to investigate the association with living donation. METHODS: This cross-sectional, ecological study used population health and socioeconomic status data from the CDC Behavioral Risk Factor Surveillance System to investigate the association with living donation. Transplant centers performing 10 or greater kidney transplants reported to the Scientific Registry of Transplant Recipients in 2015 were included. Center rate of living donation was defined as the proportion of all kidney transplants performed at a center that were from living donors. RESULTS: In a linear mixed-effects model, a composite index of health and socioeconomic status factors was negatively associated with living donation, with a rate of living donation that was on average 7.3 percentage points lower among centers in areas with more comorbid disease and poorer socioeconomic status (95% confidence interval, -12.2 to -2.3, P = 0.004). Transplant centers in areas with higher prevalence of minorities had a rate of living donation that was 7.1 percentage points lower than centers with fewer minorities (95% confidence interval, -11.8 to -2.3, P = 0.004). CONCLUSIONS: Center-level variation in living donation was associated with population characteristics and minority prevalence. Further examination of these factors in the context of patient and center-level barriers to living donation is warranted.


Subject(s)
Ethnicity , Kidney Transplantation/trends , Living Donors/supply & distribution , Minority Groups , Population Health , Aged , Comorbidity , Cross-Sectional Studies , Female , Health Knowledge, Attitudes, Practice/ethnology , Health Status , Humans , Male , Middle Aged , Minority Health/ethnology , Minority Health/trends , Prevalence , Registries , Socioeconomic Factors , United States/epidemiology
17.
J Am Heart Assoc ; 7(10)2018 05 08.
Article in English | MEDLINE | ID: mdl-29739799

ABSTRACT

BACKGROUND: Contact with the healthcare system represents an opportunity for individuals who discontinue statins to re-initiate treatment. To help identify opportunities for healthcare providers to emphasize the risk-lowering benefits accrued through restarting statins, we determined the types of healthcare utilization associated with statin re-initiation among patients with history of a myocardial infarction. METHODS AND RESULTS: Medicare beneficiaries with a statin pharmacy fill claim within 30 days of hospital discharge for a myocardial infarction in 2007 to 2012 (n=158 795) were followed for 182 days postdischarge to identify treatment discontinuation, defined as 60 continuous days without statins (n=24 461). Re-initiation was defined as a statin fill within 365 days of the discontinuation date (n=13 136). Using a case-crossover study design and each beneficiary as their own control, healthcare utilization during 0 to 14 days before statin re-initiation (case period) was compared with healthcare utilization 30 to 44 days before statin re-initiation (control period). The mean age of beneficiaries was 75.4 years; 52.8% were women and 81.9% were white. For routine healthcare utilization, the odds ratio (95% confidence interval) for statin re-initiation associated with lipid panel testing was 2.65 (1.93-3.65), outpatient primary care was 1.31 (1.23-1.40), and outpatient cardiologist care was 1.38 (1.28-1.50). For acute healthcare utilization, the odds ratio (95% confidence interval) for statin re-initiation associated with emergency department visits was 1.77 (1.31-2.40), coronary heart disease (CHD) hospitalizations was 3.16 (2.41-4.14) and non-coronary heart disease hospitalizations was 1.73 (1.49-2.01). CONCLUSIONS: The weaker association of routine versus acute healthcare utilization with statin re-initiation suggests missed opportunities to reinforce the importance of statin therapy for secondary prevention.


Subject(s)
Dyslipidemias/drug therapy , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Insurance Benefits , Medicare , Myocardial Infarction/therapy , Secondary Prevention/methods , Aged , Aged, 80 and over , Case-Control Studies , Cross-Over Studies , Drug Administration Schedule , Drug Utilization , Dyslipidemias/diagnosis , Dyslipidemias/epidemiology , Female , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/adverse effects , Male , Myocardial Infarction/diagnosis , Myocardial Infarction/epidemiology , Protective Factors , Recurrence , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , United States/epidemiology
18.
Soc Work Public Health ; 33(4): 215-225, 2018.
Article in English | MEDLINE | ID: mdl-29608417

ABSTRACT

State Medicaid programs increasingly use case management to manage enrollees with chronic conditions who may become cost intensive for the program. The authors examined the impact of Alabama Department of Public Health (ADPH)'s case management on care expenditures for Medicaid enrollees with various chronic diseases, over 2011 to 2014. The authors matched case-managed enrollees with three controls per case using health conditions and sociodemographics. Thereafter, the authors used a quasi-experimental approach to estimate how per-member-per-month costs changed following case management. Case -management appeared to result in program savings, driven largely by inpatient and emergency department cost-savings. There was noticeable variation in savings for members with different chronic conditions.


Subject(s)
Case Management , Chronic Disease/economics , Chronic Disease/therapy , Health Expenditures/statistics & numerical data , Medicaid/economics , Adolescent , Adult , Aged , Alabama , Case-Control Studies , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Middle Aged , United States , Young Adult
19.
Contemp Clin Trials Commun ; 10: 9-16, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29696153

ABSTRACT

Chronic pain is an important comorbidity among individuals with HIV. Behavioral interventions are widely regarded as evidence-based, efficacious non-pharmacologic interventions for chronic pain in the general population. An accepted principle in behavioral science is that theory-based, systematically-developed behavioral interventions tailored to the unique needs of a target population are most likely to be efficacious. Our aim was to use Intervention Mapping to systematically develop a Social Cognitive Theory (SCT)-based intervention for chronic pain tailored to individuals with HIV that will improve pain intensity and pain-related functional impairment. Our Intervention Mapping process was informed by qualitative inquiry of 24 patients and seven providers in an HIV primary care clinic. The resulting intervention includes group and one-on-one sessions and peer and staff interventionists. We also developed a conceptual framework that integrates our qualitative findings with SCT-based theoretical constructs. Using this conceptual framework as a guide, our future work will investigate the intervention's impact on chronic pain outcomes, as well as our hypothesized proximal mediators of the intervention's effect.

20.
Pharmacoepidemiol Drug Saf ; 27(7): 740-750, 2018 07.
Article in English | MEDLINE | ID: mdl-29537120

ABSTRACT

BACKGROUND: Cause of death is often not available in administrative claims data. OBJECTIVE: To develop claims-based algorithms to identify deaths due to fatal cardiovascular disease (CVD; ie, fatal coronary heart disease [CHD] or stroke), CHD, and stroke. METHODS: Reasons for Geographic and Racial Differences in Stroke (REGARDS) study data were linked with Medicare claims to develop the algorithms. Events adjudicated by REGARDS study investigators were used as the gold standard. Stepwise selection was used to choose predictors from Medicare data for inclusion in the algorithms. C-index, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were used to assess algorithm performance. Net reclassification index (NRI) was used to compare the algorithms with an approach of classifying all deaths within 28 days following hospitalization for myocardial infarction and stroke to be fatal CVD. RESULTS: Data from 2,685 REGARDS participants with linkage to Medicare, who died between 2003 and 2013, were analyzed. The C-index for discriminating fatal CVD from other causes of death was 0.87. Using a cut-point that provided the closest observed-to-predicted number of fatal CVD events, the sensitivity was 0.64, specificity 0.90, PPV 0.65, and NPV 0.90. The algorithms resulted in positive NRIs compared with using deaths within 28 days following hospitalization for myocardial infarction and stroke. Claims-based algorithms for discriminating fatal CHD and fatal stroke performed similarly to fatal CVD. CONCLUSION: The claims-based algorithms developed to discriminate fatal CVD events from other causes of death performed better than the method of using hospital discharge diagnosis codes.


Subject(s)
Algorithms , Cardiovascular Diseases/mortality , Medicare , Stroke/mortality , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Databases, Factual , Humans , Risk Factors , Sensitivity and Specificity , Stroke/diagnosis , Stroke/epidemiology , United States/epidemiology
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