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1.
Clin J Am Soc Nephrol ; 15(2): 219-227, 2020 02 07.
Article in English | MEDLINE | ID: mdl-31911423

ABSTRACT

BACKGROUND AND OBJECTIVES: Patients on maintenance dialysis with in-hospital cardiac arrest have been reported to have worse outcomes relative to those not on dialysis; however, it is unknown if poor outcomes are related to the quality of resuscitation. Using the Get With The Guidelines-Resuscitation (GWTG-R) registry, we examined processes of care and outcomes of in-hospital cardiac arrest for patients on maintenance dialysis compared with nondialysis patients. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: We used GWTG-R data linked to Centers for Medicare and Medicaid data to identify patients with ESKD receiving maintenance dialysis from 2000 to 2012. We then case-matched adult patients on maintenance dialysis to nondialysis patients in a 1:3 ratio on the basis of age, sex, race, hospital, and year of arrest. Logistic regression models with generalized estimating equations were used to assess the association of in-hospital cardiac arrest and outcomes by dialysis status. RESULTS: After matching, there were a total of 31,144 GWTG-R patients from 372 sites, of which 8498 (27%) were on maintenance dialysis. Patients on maintenance dialysis were less likely to have a shockable initial rhythm (20% versus 21%) and less likely to be within the intensive care unit at the time of arrest (46% versus 47%) compared with nondialysis patients; they also had lower composite scores for resuscitation quality (89% versus 90%) and were less likely to have defibrillation within 2 minutes (54% versus 58%). After adjustment, patients on maintenance dialysis had similar adjusted odds of survival to discharge (odds ratio [OR], 1.05; 95% confidence interval [95% CI], 0.97 to 1.13), better acute survival (OR, 1.33; 95% CI, 1.26 to 1.40), and were more likely to have favorable neurologic status (OR, 1.12; 95% CI, 1.04 to 1.22) compared with nondialysis patients. CONCLUSIONS: Although there appears to be opportunities to improve the quality of in-hospital cardiac arrest care for among those on maintenance dialysis, survival to discharge was similar for these patients compared with nondialysis patients.


Subject(s)
Heart Arrest/therapy , Kidney Failure, Chronic/therapy , Outcome and Process Assessment, Health Care , Renal Dialysis/adverse effects , Resuscitation , Aged , Centers for Medicare and Medicaid Services, U.S. , Databases, Factual , Female , Heart Arrest/diagnosis , Heart Arrest/mortality , Hospital Mortality , Humans , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/mortality , Male , Patient Discharge , Quality Improvement , Quality Indicators, Health Care , Registries , Renal Dialysis/mortality , Resuscitation/adverse effects , Resuscitation/mortality , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , United States
2.
JAMA Cardiol ; 2(5): 525-534, 2017 05 01.
Article in English | MEDLINE | ID: mdl-28355434

ABSTRACT

Importance: The Apixaban for Reduction in Stroke and Other Thromboembolic Events in Atrial Fibrillation (ARISTOTLE) trial reported that apixaban therapy was superior to warfarin therapy in preventing stroke and all-cause death while causing significantly fewer major bleeds. To establish the value proposition of substituting apixiban therapy for warfarin therapy in patients with atrial fibrillation, we performed a cost-effectiveness analysis using patient-level data from the ARISTOTLE trial. Objective: To assess the cost and cost-effectiveness of apixaban therapy compared with warfarin therapy in patients with atrial fibrillation from the perspective of the US health care system. Design, Setting, and Participants: This economic analysis uses patient-level resource use and clinical data collected in the ARISTOTLE trial, a multinational randomized clinical trial that observed 18 201 patients (3417 US patients) for a median of 1.8 years between 2006 and 2011. Interventions: Apixaban therapy vs warfarin therapy. Main Outcomes and Measures: Within-trial resource use and cost were compared between treatments, using externally derived US cost weights. Life expectancies for US patients were estimated according to their baseline risk and treatment using time-based and age-based survival models developed using the overall ARISTOTLE population. Quality-of-life adjustment factors were obtained from external sources. Cost-effectiveness (incremental cost per quality-adjusted life-year gained) was evaluated from a US perspective, and extensive sensitivity analyses were performed. Results: Of the 3417 US patients enrolled in ARISTOTLE, the mean (SD) age was 71 (10) years; 2329 (68.2%) were male and 3264 (95.5%) were white. After 2 years of anticoagulation therapy, health care costs (excluding the study drug) of patients treated with apixaban therapy and warfarin therapy were not statistically different (difference, -$60; 95% CI, -$2728 to $2608). Life expectancy, modeled from ARISTOTLE outcomes, was significantly longer with apixaban therapy vs warfarin therapy (7.94 vs 7.54 quality-adjusted life years). The incremental cost, including cost of anticoagulant and monitoring, of achieving these benefits was within accepted US norms ($53 925 per quality-adjusted life year, with 98% likelihood of meeting a $100 000 willingness-to-pay threshold). Results were generally consistent when model assumptions were varied, with lifetime cost-effectiveness most affected by the price of apixaban and the time horizon. Conclusions and Relevance: Apixaban therapy for ARISTOTLE-eligible patients with atrial fibrillation provides clinical benefits at an incremental cost that represents reasonable value for money judged using US benchmarks for cost-effectiveness. Trial Registration: clinicaltrials.gov Identifier: NCT00412984.


Subject(s)
Atrial Fibrillation/drug therapy , Factor Xa Inhibitors/therapeutic use , Health Care Costs , Pyrazoles/therapeutic use , Pyridones/therapeutic use , Quality-Adjusted Life Years , Stroke/prevention & control , Warfarin/therapeutic use , Aged , Aged, 80 and over , Anticoagulants/economics , Anticoagulants/therapeutic use , Atrial Fibrillation/complications , Atrial Fibrillation/economics , Cause of Death , Cost-Benefit Analysis , Factor Xa Inhibitors/economics , Female , Hemorrhage/chemically induced , Hemorrhage/economics , Humans , Male , Middle Aged , Mortality , Proportional Hazards Models , Pyrazoles/economics , Pyridones/economics , Randomized Controlled Trials as Topic , Risk Factors , Stroke/economics , Stroke/etiology , Stroke/mortality , Survival Rate , United States , Warfarin/economics
3.
Am Heart J ; 169(1): 39-44.e2, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25497246

ABSTRACT

BACKGROUND: There is no universally accepted algorithm for identifying atrial fibrillation (AF) patients and stroke risk using electronic data for use in performance measures. METHODS: Patients with AF seen in clinic were identified based on International Classification of Diseases, Ninth Revision(ICD-9) codes. CHADS(2) and CHA(2)DS(s)-Vasc scores were derived from a broad, 10-year algorithm using IICD-9 codes dating back 10 years and a restrictive, 1-year algorithm that required a diagnosis within the past year. Accuracy of claims-based AF diagnoses and of each stroke risk classification algorithm were evaluated using chart reviews for 300 patients. These algorithms were applied to assess system-wide anticoagulation rates. RESULTS: Between 6/1/2011, and 5/31/2012, we identified 6,397 patients with AF. Chart reviews confirmed AF or atrial flutter in 95.7%. A 1-year algorithm using CHA(2)DS(2)-Vasc score ≥2 to identify patients at risk for stroke maximized positive predictive value (97.5% [negative predictive value 65.1%]). The PPV of the 10-year algorithm using CHADS(2) was 88.0%; 12% those identified as high-risk had CHADS(2) scores <2. Anticoagulation rates were identical using 1-year and 10-year algorithms for patients with CHADS(2) scores ≥2 (58.5% on anticoagulation) and CHA(2)DS(2)-Vasc scores ≥2 (56.0% on anticoagulation). CONCLUSIONS: Automated methods can be used to identify patients with prevalent AF indicated for anticoagulation but may have misclassification up to 12%, which limits the utility of relying on administrative data alone for quality assessment. Misclassification is minimized by requiring comorbidity diagnoses within the prior year and using a CHA(2)DS(2)-Vasc based algorithm. Despite differences in accuracy between algorithms, system-wide anticoagulation rates assessed were similar regardless of algorithm used.


Subject(s)
Algorithms , Atrial Fibrillation/epidemiology , Stroke/epidemiology , Aged , Aged, 80 and over , Anticoagulants/therapeutic use , Atrial Fibrillation/drug therapy , Female , Humans , Male , Middle Aged , Risk Assessment/methods , Sensitivity and Specificity
4.
Am Heart J ; 165(5): 823-7, 2013 May.
Article in English | MEDLINE | ID: mdl-23622921

ABSTRACT

BACKGROUND: Definitions of multiple performance measures exist for the assessment of blood pressure control; however, limited data on how these technical variations may affect actual measured performance are available. METHODS: We evaluated patients with hypertension followed routinely by cardiologists at Duke University Health System from 2009 to 2010. Provider hypertension control was compared based on reading at the last clinic visit vs the average blood pressure across all visits. The impact of home blood pressure measurements and patient exclusions endorsed by the American Heart Association, the American College of Cardiology, and the Physician Consortium for Performance Improvement were evaluated using medical record reviews. RESULTS: Among 5,552 hypertensive patients, the rate of blood pressure control based on last clinic visit was 69.1%; however, significant clinic-to-clinic variability was seen in serial clinic blood pressure measurements in individual patients (average 18 mm Hg). As a result, provider performance ratings varied considerably depending on whether a single reading or average blood pressure reading was used. The inclusion of home blood pressure measurements resulted in modestly higher rates of blood pressure control performance (+6% overall). Similarly, excluding patients who met guideline-recommended exclusion criteria increased blood pressure control rates only slightly (+3% overall). In contrast, excluding patients who were on 2 or more antihypertensive medications would have raised blood pressure control rates to 96% overall. CONCLUSION: Depending on definitions used, overall and provider-specific blood pressure control rates can vary considerably. Technical aspects of blood pressure performance measures may affect perceived quality gaps and comparative provider ratings.


Subject(s)
Antihypertensive Agents/therapeutic use , Blood Pressure Determination/methods , Blood Pressure/physiology , Hypertension/diagnosis , Aged , Ambulatory Care/trends , Blood Pressure/drug effects , Female , Follow-Up Studies , Humans , Hypertension/drug therapy , Hypertension/physiopathology , Male , Retrospective Studies , United States
5.
Circ Cardiovasc Qual Outcomes ; 5(3): 352-7, 2012 May.
Article in English | MEDLINE | ID: mdl-22550131

ABSTRACT

BACKGROUND: Hypertension control is an important and modifiable risk factor for cardiovascular disease. The overall rate of hypertension control among patients followed in cardiology clinics, as well as clinician variability in control rates, is unknown. METHODS AND RESULTS: We conducted a retrospective cohort study of patients with hypertension (n=5979) routinely followed in a cardiology clinic (n=47 physicians). Overall, 30.3% of patients with hypertension had suboptimal control (blood pressure [BP] ≥ 140/90 mm Hg) at the end of a 13-month follow-up period. Patient-level factors associated with control were younger age, male sex, white ethnicity, having a primary care provider at Duke, private insurance, Medicare/Medicaid, and comorbid diagnoses of heart failure or coronary artery disease. Unadjusted rates of suboptimal BP control among clinicians' clinic patient panels ranged from 16% to 44%. Even after adjusting for patient factors, patients' odds of BP control varied 6-fold, depending on their treating clinician. Using a patient's average BP rather than their most recent BP did not result in significant changes in provider performance. In chart reviews (n=300), clinicians failed to document a plan to address hypertension in 38% of patients with elevated BP in the clinic. CONCLUSIONS: Up to one-third of patients followed routinely by cardiologists in clinic have suboptimally controlled BP, with wide variability in performance across individual clinicians. This variability, alongside evidence that elevated BP is often not acted on during clinic visits, demonstrates a potential opportunity for quality improvement.


Subject(s)
Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Cardiology , Cardiovascular Diseases/prevention & control , Hypertension/drug therapy , Practice Patterns, Physicians' , Aged , Blood Pressure Determination , Cardiology/standards , Cardiovascular Diseases/etiology , Female , Guideline Adherence , Humans , Hypertension/complications , Hypertension/diagnosis , Hypertension/physiopathology , Logistic Models , Male , Multivariate Analysis , North Carolina , Odds Ratio , Practice Guidelines as Topic , Practice Patterns, Physicians'/standards , Predictive Value of Tests , Quality Improvement , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome
6.
Am Heart J ; 163(4): 657-65.e1, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22520532

ABSTRACT

BACKGROUND: Nonadherence to cardiovascular medications is a significant public health problem. This randomized study evaluated the effect on medication adherence of linking hospital and community pharmacists. METHODS: Hospitalized patients with coronary artery disease discharged on aspirin, ß-blocker, and statin who used a participating pharmacy were randomized to usual care or intervention. The usual care group received discharge counseling and a letter to the community physician; the intervention group received enhanced in-hospital counseling, attention to adherence barriers, communication of discharge medications to community pharmacists and physicians, and ongoing assessment of adherence by community pharmacists. The primary end point was self-reported use of aspirin, ß-blocker, and statin at 6 months postdischarge; the secondary end point was a ≥ 75% proportion of days covered (PDC) for ß-blocker and statin through 6 months postdischarge. RESULTS: Of 143 enrolled patients, 108 (76%) completed 6-month follow-up, and 115 (80%) had 6-month refill records. There was no difference between intervention and control groups in self-reported adherence (91% vs 94%, respectively, P = .50). Using the PDC to determine adherence to ß-blockers and statins, there was better adherence in the intervention versus control arm, but the difference was not statistically significant (53% vs 38%, respectively, P = .11). Adherence to ß-blockers was statistically significantly better in intervention versus control (71% vs 49%, respectively, P = .03). Of 85 patients who self-reported adherence and had refill records, only 42 (49%) were also adherent by PDC. CONCLUSIONS: The trend toward better adherence by refill records with the intervention should encourage further investigation of engaging pharmacists to improve continuity of care.


Subject(s)
Coronary Artery Disease/drug therapy , Counseling , Medication Adherence , Adrenergic Antagonists/therapeutic use , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Aspirin/therapeutic use , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Medication Adherence/statistics & numerical data , Patient-Centered Care , Pharmacists , Prospective Studies
7.
Am Heart J ; 161(5): 855-63, 2011 May.
Article in English | MEDLINE | ID: mdl-21570514

ABSTRACT

BACKGROUND: Patient adherence to medications is crucial for reducing risks following acute coronary syndrome (ACS). We assessed the degree to which medication beliefs were associated with patient adherence to ß-blockers, angiotensin-converting enzyme inhibitor (ACEI)/angiotensin receptor blocker (ARB), and lipid-lowering medications (LL) 3 months following ACS hospitalization. METHODS: We enrolled eligible ACS patients from 41 hospitals to participate in a telephone survey. The Beliefs in Medication Questionnaire-Specific was administered to assess perceived necessity for and concerns about heart medications. Three cohorts were identified for analysis: ß-blockers, ACEI/ARBs, and LL. Patients discharged on or starting the medication class after discharge were included in the cohort. The primary outcome was self-reported nonadherence to the medication class 3 months following hospitalization. Factors associated with nonadherence to each medication class were determined using logistic regression analysis. RESULTS: Overall, 973 patients were surveyed. Of these, 882 were in the ß-blocker cohort, 702 in the ACEI/ARB cohort, and 873 in the LL cohort. Nonadherence rates at 3 months were 23%, 26%, and 23%, respectively. In adjusted analyses, greater perceived necessity for heart medications was significantly associated with lower likelihood of nonadherence in all cohorts (ß-blocker: odds ratio 0.94, 95% CI 0.91-0.98; ACEI/ARB: OR 0.94, 95% CI 0.90-0.98; LL: OR 0.96, 95% CI 0.92-1.00). A greater perceived concern was significantly associated with a higher likelihood of nonadherence in all cohorts (ß-blocker: OR 1.08, 95% CI 1.04-1.13; ACEI/ARB: OR 1.07, 95% CI 1.02-1.11; LL: OR 1.09, 95% CI 1.05-1.14). CONCLUSIONS: Patients' perceived necessity for and concerns about heart medication were independently associated with adherence to 3 medication classes. Assessment of patient beliefs may be useful in clinical practice to identify those at greatest risk for nonadherence and to stimulate development of individualized interventions to change beliefs and improve adherence.


Subject(s)
Acute Coronary Syndrome/therapy , Culture , Hospitalization , Medication Adherence , Patient Compliance , Acute Coronary Syndrome/psychology , Adrenergic beta-Antagonists/therapeutic use , Adult , Aged , Angiotensin II Type 1 Receptor Blockers/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Drug Therapy, Combination , Female , Follow-Up Studies , Humans , Male , Platelet Aggregation Inhibitors/therapeutic use
8.
Am Heart J ; 159(4): 561-9, 2010 Apr.
Article in English | MEDLINE | ID: mdl-20362713

ABSTRACT

BACKGROUND: Beliefs such as self-reported low necessity for medications and high concerns about medications are associated with nonadherence. Changes in these beliefs during long-term care have not previously been studied and were evaluated for purposes of this analysis. METHODS: From January 2006 through September 2007, patients at 41 hospitals who met entry criteria for the CRUSADE Quality Improvement Initiative were consented for participation in a longitudinal follow-up survey study called MAINTAIN. The patients completed The Beliefs about Medicines Questionnaire at 3 and 12 months postdischarge to assess necessity and concerns related to heart medications. Internal reliability and construct validity of the survey were evaluated at both time points. Changes in necessity and concern scores from 3 to 12 months were determined, and factors associated with negative changes were explored. RESULTS: A total of 812 patients completed both surveys. Internal reliability and construct validity were good. From 3 to 12 months, only 9.2% of patients shifted from a high to low necessity score; however, 20.7% of patients shifted from a low to high concern score. Factors found to be statistically significantly and independently associated with increased concern were the perception that the provider did not listen carefully to the patient (odds ratio [OR] 2.63, 95% CI 1.49-4.76), depression at 12 months (OR 2.95, 95% CI 1.57-5.55), hospital discharge with > or =7 medications (OR 1.71, 95% CI 1.07-2.74), and not receiving a medication list/instructions at hospital discharge (OR 1.69, 95% CI 1.05, 2.78). Factors associated with decreased necessity included not having a cardiologist (OR 2.26, 95% CI 1.34-3.83) and nonpersistence at 12 months with lipid-lowering medication (OR 1.85, 95% CI 1.01-3.45). CONCLUSIONS: One third of the patients reported a negative change in their beliefs about heart medications. Although some changes were observed in perceived necessity, negative changes in concerns occurred in 1 of every 5 patients. Interventions that address these concerns may be useful in improving adherence and clinical outcomes.


Subject(s)
Attitude to Health , Myocardial Ischemia/drug therapy , Patient Compliance , Aged , Female , Humans , Male , Middle Aged , Time Factors
9.
Ann Pharmacother ; 43(7): 1189-96, 2009 Jul.
Article in English | MEDLINE | ID: mdl-19567655

ABSTRACT

BACKGROUND: Implantable cardioverter defibrillators (ICDs) are indicated for both primary and secondary prevention of sudden cardiac arrest. beta-Blockers are also indicated in most patients who have an indication for an ICD; however, their use in this population is not well described. Some clinicians may be unaware of the recommendation for beta-blockers in this population. OBJECTIVE: To explore beta-blocker use among ICD recipients. METHODS: Adults who received their first ICD at Duke Hospital between July 1999 and July 2004 for primary or secondary prevention of sudden cardiac arrest were identified. Using hospital data, beta-blocker use was determined at time of discharge, and characteristics of users were compared with those of nonusers. Continued use of beta-blockers after ICD implant was explored in the subset of patients included in the Duke Databank for Cardiovascular Disease (DDCD). RESULTS: The study cohort comprised 804 patients, 652 (81%) with ICD for secondary prevention of sudden cardiac arrest and 152 (19%) for primary prevention. The median age was 65 years and 75% of the patients were men. A total of 544 (68%) received a beta-blocker at time of ICD implant. There were no substantial changes in the proportion of patients with beta-blocker use from 1999 through 2004, overall or within the primary or secondary prevention groups. However, beta-blocker use was higher in the secondary prevention group than in the primary prevention group (69% vs 60%; p = 0.02). A higher proportion of beta-blocker users versus nonusers had ischemic heart disease (82% vs 68%; p < 0.0001), heart failure (84% vs 71%; p < 0.0001), previous myocardial infraction (51% vs 44%; p = 0.05), and ventricular arrhythmias (82% vs 76%; p = 0.04). Of the 425 patients included in the DDCD, only 241 (57%) were receiving beta-blockers at time of implant and during clinical follow-up. CONCLUSIONS: Lower than optimal use of beta-blockers suggests the need for new methods of including evidence-based medications in clinical practice, especially for complex patients for whom numerous clinical practice guidelines may apply.


Subject(s)
Adrenergic beta-Antagonists/therapeutic use , Death, Sudden, Cardiac/prevention & control , Defibrillators, Implantable , Heart Diseases/complications , Aged , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Primary Prevention , Retrospective Studies , Secondary Prevention
10.
Am J Cardiol ; 103(11): 1518-24, 2009 Jun 01.
Article in English | MEDLINE | ID: mdl-19463509

ABSTRACT

Beta blockers and angiotensin-converting enzyme inhibitors/angiotensin receptor blockers (ACEIs/ARBs) are evidence-based medications for chronic heart failure, but little is known about the persistent use and clinical effectiveness of these medications. We evaluated the longer-term use of beta blockers and ACEIs/ARBs in patients with left ventricular systolic dysfunction and coronary artery disease. Patients with an ejection fraction <40% and coronary artery disease who had a cardiac catheterization from April 1994 through December 2005 were identified. Long-term patterns of beta-blocker and ACEI/ARB use were categorized as persistent, new, previous, or no use based on information from routine follow-up surveys. Characteristics among medication-use groups were explored, and survival associated with persistent use was determined. Of 3,187 patients identified for the beta-blocker analysis, 1,339 (42.0%) had persistent use. Conditional on surviving for > or = 2 follow-up surveys, the adjusted risk of death was statistically significantly lower with persistent use versus no use (hazard ratio [HR] 0.73, 95% confidence interval [CI] 0.65 to 0.82) and new use versus no use (HR 0.81, 95% CI 0.68 to 0.97). Adjusted risk of death was not statistically significantly different between persistent or new use of an evidence-based beta blocker and persistent use of a nonevidence-based beta blocker (HR 0.96, 95% CI 0.78 to 1.17). Of 3,166 patients identified for the ACEI/ARB analysis, 1,347 (42.5%) had persistent use. There was no statistically significant association between adjusted mortality and persistent use (HR 0.93, 95% CI 0.81 to 1.05), new use (HR 0.86, 95% CI 0.71 to 1.03), or previous use (HR 0.88, 95% CI 0.73 to 1.07) compared with no ACEI/ARB use. In conclusion, persistent and new use of beta blockers was associated with survival, but evidence-based beta blockers did not appear superior to nonevidence-based beta blockers. We were unable to demonstrate a statistically significant association between persistent ACEI/ARB use and survival.


Subject(s)
Adrenergic beta-Antagonists/administration & dosage , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Coronary Artery Disease/drug therapy , Coronary Artery Disease/mortality , Ventricular Dysfunction, Left/drug therapy , Ventricular Dysfunction, Left/mortality , Adrenergic beta-Antagonists/therapeutic use , Adult , Aged , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Bisoprolol/administration & dosage , Bisoprolol/therapeutic use , Carbazoles/administration & dosage , Carbazoles/therapeutic use , Carvedilol , Comorbidity , Coronary Artery Disease/epidemiology , Female , Humans , Male , Metoprolol/administration & dosage , Metoprolol/analogs & derivatives , Metoprolol/therapeutic use , Middle Aged , Propanolamines/administration & dosage , Propanolamines/therapeutic use , Survival Analysis , Ventricular Dysfunction, Left/epidemiology
11.
Am J Med ; 122(2): 170-80, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19185093

ABSTRACT

BACKGROUND: Residence in a lower-income area has been associated with higher mortality among patients receiving dialysis. We sought to determine whether these differences persist and whether the effect of income-area on mortality is different for African Americans versus patients of other races. METHODS: We evaluated relationships between lower- and higher-income versus middle-income area residence and mortality to 5 years after adjusting for differences in baseline clinical, dialysis facility, and socioeconomic characteristics in 186,424 adult patients with end-stage renal disease initiating hemodialysis at stand-alone facilities between 1996 and 1999. We also compared mortality differences between race and income level groups using non-African Americans residing in middle-income areas as the reference group. RESULTS: Patients with end-stage renal disease who reside in lower-income areas were younger and more frequently African American. After adjustment, there were no mortality differences among income level groups. However, African Americans in all income level groups had lower adjusted mortality compared with the reference group (lower-income hazard ratio [HR]=0.771, 95% confidence interval [CI], 0.736-0.808; middle-income HR=0.755, 95% CI, 0.730-0.781; higher-income HR=0.809, 95% CI, 0.764-0.857), whereas adjusted mortality was similar among non-African-American income level groups (lower-income HR=1.019, 95% CI, 0.976-1.064; higher-income HR=1.003, 95% CI, 0.968-1.039). CONCLUSION: Adjusted survival for patients receiving hemodialysis in all income areas was similar. However, this result masks the paradoxically higher survival for African American versus patients of other race and demonstrates the need to adjust for differences in demographic, clinical, provider, and socioeconomic status characteristics.


Subject(s)
Black or African American/statistics & numerical data , Income , Renal Dialysis/mortality , Aged , Female , Health Facilities , Humans , Kidney Failure, Chronic/complications , Kidney Failure, Chronic/ethnology , Kidney Failure, Chronic/mortality , Kidney Failure, Chronic/therapy , Male , Middle Aged , Poverty Areas , Socioeconomic Factors , Survival Analysis , United States/epidemiology
12.
Health Policy ; 88(2-3): 317-25, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18502534

ABSTRACT

OBJECTIVES: We sought to determine whether dialysis patient mortality rates are associated with differences in dialysis facility size, and whether this relationship differs among higher risk diabetic and lower-risk non-diabetic patients. METHODS: Using 186,554 adult end-stage renal disease patients initiating hemodialysis at standalone facilities in the United States between 1996 and 1999, we evaluated relationships between dialysis facility size and survival to 5 years. We performed separate analyses for patients with and without diabetes as their primary cause of end-stage renal disease. Facility size was defined according to the number of hemodialysis patients at year's end (smallor=120). RESULTS: Increasing facility size was associated with a reduced risk of mortality at 4 years for both diabetic (HR=0.983 per 10 unit increase, 95% CI=0.967, 0.999) and non-diabetic patients (HR 0.977 per 10 unit increase, 95% CI=0.963, 0.992) dialyzing in small facilities, and for diabetic patients (HR 0.989 per 10 unit increase, 95% CI=0.980, 0.998) dialyzing in medium size facilities. CONCLUSIONS: Smaller facility size is associated with increasing long-term mortality for in-center hemodialysis patients. This relationship appears to be more pronounced among higher-risk diabetic vs. lower-risk non-diabetic patients.


Subject(s)
Outcome Assessment, Health Care , Renal Dialysis , Aged , Cohort Studies , Female , Health Facility Size , Humans , Kidney Failure, Chronic/therapy , Male , Middle Aged , Retrospective Studies , Survival Analysis , United States
13.
Ann Thorac Surg ; 83(1): 100-7, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17184638

ABSTRACT

BACKGROUND: Postoperative stays after coronary artery bypass graft surgery (CABG) decreased substantially in the 1990s. Although shorter stays offer clinical benefits, premature discharge could increase adverse events and offset initial savings. This study examined the effect of early discharge after CABG on readmission/death and cost within 60 days of discharge home. Variability in hospitals' tendencies for early discharge and adverse outcomes was also explored. METHODS: Analyses were based on clinical and claims data for 55,889 New York CABG patients discharged home 1995 to 1998. Early discharge was defined as a postoperative stay below the 15th percentile for patients with similar risk. The likelihood of early discharge and its effect on readmission/death were examined using hierarchical logistic regression, accounting for patient risk and within-hospital correlation. The correlation between early discharge and adverse outcomes at the hospital level was assessed. The effect of early discharge on subsequent inpatient, outpatient, skilled nursing, and home health costs was examined in the Medicare subset. RESULTS: Overall, 17% of patients were discharged early, with increasing prevalence over time. The tendency to discharge early varied widely among hospitals (2% to 42% of patients). We found no association between hospitals' tendencies for early discharge and adverse outcomes. Lower postdischarge costs among patients discharged early (mean = 3,491 dollars versus 5,246 dollars for typical stays) resulted in average cumulative savings of 6,309 dollars. CONCLUSIONS: Patients selected for earlier discharge after CABG did not have increased adverse event rates or higher costs. Variation among hospitals in early discharge suggests that more efficient patient management could be achieved at some hospitals.


Subject(s)
Coronary Artery Bypass , Length of Stay , Aged , Coronary Artery Bypass/adverse effects , Coronary Artery Bypass/economics , Coronary Artery Bypass/mortality , Female , Health Care Costs , Health Resources/statistics & numerical data , Humans , Male , Patient Discharge , Postoperative Care
14.
Am Heart J ; 152(6): 1194-200, 2006 Dec.
Article in English | MEDLINE | ID: mdl-17161075

ABSTRACT

BACKGROUND: Although single-site studies have reported reductions in coronary artery bypass graft (CABG) surgery length of stay (LOS) over the last 15 years, less information is available regarding overall temporal trends and interhospital variability. This study examined trends in postoperative LOS, associated rates of transfer at discharge and variation among hospitals in LOS at CABG hospitals in New York State. METHODS: Trends in postoperative LOS and transfers at discharge for 105,842 CABG patients treated in 30 hospitals in New York between 1992 and 1998 were first described graphically. Mixed models were then used to assess temporal trends and interhospital variability in LOS, accounting for differences in patient risk and within-hospital correlation in outcomes. Clinical and LOS data were obtained from the Cardiac Surgery Reporting System. Additional information was extracted from the New York Statewide Planning and Research Cooperative System. RESULTS: Postoperative LOS decreased 30% between 1992 and 1998 after adjusting for patient risk. A concurrent increase in the probability of nonacute patient transfers occurred over time, with the most pronounced increase in patients with stays exceeding 5 days. Underlying the downward trend in LOS was substantial interhospital variability that peaked in 1994 and remained significant in 1998. Stays were longer at hospitals located in New York City. CONCLUSIONS: The downward shift in LOS observed in the 1990s was achieved in part by an increase in nonacute care transfers, reflecting a shift in care setting. After decreasing trends in postoperative stays tapered off, significant variability among hospitals remained.


Subject(s)
Coronary Artery Bypass/trends , Length of Stay/trends , Aged , Coronary Artery Bypass/statistics & numerical data , Female , Hospitals/statistics & numerical data , Humans , Length of Stay/statistics & numerical data , Logistic Models , Male , Middle Aged , Models, Statistical , New York , New York City , Patient Transfer/statistics & numerical data , Risk Factors
15.
Am Heart J ; 150(5): 1086-91, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16291003

ABSTRACT

BACKGROUND: Although surgical intervention is often used in the treatment of prosthetic valve infective endocarditis (PVIE), an understanding of its effect on survival has been limited by the biases of observational studies and lack of controlled trials. METHODS: The International Collaboration on Endocarditis Merged Database is a large, multicenter, international registry of patients with definite endocarditis by Duke criteria, including 367 patients with PVIE. Clinical, microbiologic, and echocardiographic variables were analyzed to determine those factors associated with the use of surgery for PVIE. Logistic regression analysis was performed to create a propensity model of predictors of surgery use. Patients who underwent surgery during initial hospitalization were matched by propensity score with patients treated with medical therapy alone. Logistic regression analysis was performed to determine variables independently associated with inhospital mortality in this matched subset. RESULTS: Surgical therapy for PVIE was performed in 148 (42%) of 367 patients. Inhospital mortality was similar for patients treated with surgery compared with those treated with medical therapy alone (25.0% vs 23.4%, P = .729). Surgical therapy was independently associated with patient age, microorganism, intracardiac abscess, and congestive heart failure. After adjustment for these determinants, inhospital mortality was predicted by brain embolization (OR 11.12, 95% CI 4.16-29.73) and Staphylococcus aureus infection (OR 3.67, 95% CI 1.29-9.74), with a trend toward benefit for surgery (OR 0.56, 95% CI 0.23-1.36). CONCLUSIONS: Despite the frequent use of surgery for the treatment of PVIE, this condition continues to be associated with a high inhospital mortality rate in the contemporary era. After adjustment for factors related to surgical intervention, brain embolism and S aureus infection were independently associated with inhospital mortality and a trend toward a survival benefit of surgery was evident.


Subject(s)
Endocarditis, Bacterial/surgery , Heart Valve Prosthesis/adverse effects , Prosthesis-Related Infections/surgery , Aged , Cohort Studies , Endocarditis, Bacterial/mortality , Female , Hospital Mortality , Humans , Male , Middle Aged , Prosthesis-Related Infections/mortality
16.
Am Heart J ; 150(5): 1092-8, 2005 Nov.
Article in English | MEDLINE | ID: mdl-16291004

ABSTRACT

BACKGROUND: Early surgery has been shown to be beneficial for patients with infective endocarditis (IE), yet surgery is not used in most patients. Evidence of the uncertainty around the use of surgery can be found in the wide variations in the use of cardiac surgery in IE with few precise indications for cardiac surgery yet defined. The aim of the study was to characterize patients with native valve IE relative to surgery and to determine if patients who benefit from an early surgical intervention can be identified. METHODS: The International Collaboration on Endocarditis Merged Database was used to quantify the differences between patients with IE receiving medical and surgical intervention in 1516 patients with definite native valve IE. Propensity models were built to identify a group of patients that benefit from early surgery. RESULTS: Patients in the early surgical group were more likely to be male, younger, and with less comorbidities compared with the early medical group (P < .001 for all) and were less likely to have infection with Staphylococcus aureus or viridans group streptococci (P < .05 for all). Intracardiac abscess and heart failure were much more common in the surgical group (P < .001 for all). In an unadjusted comparison, there was no statistically significant survival advantage in the surgical group. However, in the propensity analysis, in the subgroup of patients with the most indications for surgery, there was a significant decrease in mortality associated with early surgery (11.2% vs 38.0%, P < .001). CONCLUSIONS: The benefits of surgery are not seen uniformly in all patients with native valve IE, but are most realized in a targeted population. This observation requires confirmation in other populations of patients with definite IE.


Subject(s)
Endocarditis, Bacterial/surgery , Heart Valve Diseases/diagnosis , Female , Heart Valve Diseases/microbiology , Humans , Male , Middle Aged
17.
Clin Infect Dis ; 41(4): 507-14, 2005 Aug 15.
Article in English | MEDLINE | ID: mdl-16028160

ABSTRACT

BACKGROUND: Staphylococcus aureus native valve infective endocarditis (SA-NVIE) is not completely understood. The objective of this investigation was to describe the characteristics of a large, international cohort of patients with SA-NVIE. METHODS: The International Collaboration on Endocarditis Merged Database (ICE-MD) is a combination of 7 existing electronic databases from 5 countries that contains data on 2212 cases of definite infective endocarditis (IE). RESULTS: Of patients with native valve IE, 566 patients [corrected] had IE due to S. aureus, and 1074 patients had IE due to pathogens other than S. aureus (non-SA-NVIE). Patients with S. aureus IE were more likely to die (20% vs. 12%; P < .001), to experience an embolic event (61% [corrected] vs. 31%; P < .001), or to have a central nervous system event (21% [corrected] vs. 13%; P < .001) and were less likely to undergo surgery (26% vs. 39%; P < .001) than were patients with non-SA-NVIE. Multivariate analysis of prognostic factors of mortality identified age (odds ratio [OR], 1.4; 95% confidence interval [CI], 1.1-1.7), periannular abscess (OR, 2.4; 95% CI, 1.0 [corrected] -5.6), heart failure (OR, 3.9; 95% CI, 2.3-6.7), and absence of surgical therapy (OR, 2.3; 95% CI, 1.3-4.2) as variables that were independently associated with mortality in patients with SA-NVIE. After adjusting for patient-, pathogen-, and treatment-specific characteristics by multivariate analysis, geographical region was also found to be associated with mortality in patients with SA-NVIE (P < .001). CONCLUSIONS: S. aureus is an important and common cause of IE. The outcome of SA-NVIE is worse than that of non-SA-NVIE. Several clinical parameters are independently associated with mortality for patients with SA-NVIE. The clinical characteristics and outcome of SA-NVIE vary significantly by geographic region, although the reasons for such regional variations in outcomes of SA-NVIE are unknown and are probably multifactorial. A large, prospective, multinational cohort study of patients with IE is now under way to further investigate these observations.


Subject(s)
Endocarditis, Bacterial/epidemiology , Endocarditis, Bacterial/microbiology , Staphylococcal Infections/epidemiology , Databases as Topic , Humans , Methicillin Resistance , Prognosis , Risk Factors , Staphylococcus aureus
18.
J Med Syst ; 29(2): 111-24, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15931798

ABSTRACT

Hospitals and payers use economic profiling to evaluate physician and surgeon performance. However, there is significant variation in the data sources and analytic methods that are used. We used information from a hospital's cardiac surgery and cost accounting information systems to create surgeon economic profiles. Three scenarios were examined: (1) surgeon modeled as fixed effect with no patient-mix adjustment; (2) surgeon modeled as fixed effect with patient-mix adjustment; (3) and surgeon modeled as random effect with patient-mix adjustment. We included 574 patients undergoing coronary artery bypass surgery at Baptist Medical Center, Oklahoma City, OK between July 1, 1995 and April 30, 1996. We found that profiles reporting unadjusted average surgeon costs may incorrectly identify high- and low-cost outliers. Adjusting for patient-mix differences and treating surgeons as random effects was the preferred approach. These results demonstrate the need for hospitals to reexamine their economic profiling methods.


Subject(s)
Cardiology Service, Hospital/economics , Coronary Artery Bypass/economics , Practice Patterns, Physicians'/economics , Aged , Benchmarking/methods , Cohort Studies , Coronary Artery Bypass/mortality , Costs and Cost Analysis , Data Interpretation, Statistical , Female , Health Services Research/methods , Hospital Bed Capacity, 500 and over , Humans , Male , Middle Aged , Models, Economic , Reproducibility of Results , Risk , Treatment Outcome
19.
Health Serv Res ; 39(1): 131-52, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14965081

ABSTRACT

OBJECTIVE: To examine the effects of market-level managed care activity on the treatment, cost, and outcomes of care for Medicare fee-for-service acute myocardial infarction (AMI) patients. DATA SOURCES/STUDY SETTING: Patients from the Cooperative Cardiovascular Project (CCP), a sample of Medicare beneficiaries discharged from nonfederal acute-care hospitals with a primary discharge diagnosis of AMI from January 1994 to February 1996. STUDY DESIGN: We estimated models of patient treatment, costs, and outcomes using ordinary least squares and logistic regression. The independent variables of primary interest were market-area managed care penetration and competition. The models included controls for patient, hospital, and other market area characteristics. DATA COLLECTION/EXTRACTION METHODS: We merged the CCP data with Medicare claims and other data sources. The study sample included CCP patients aged 65 and older who were admitted during 1994 and 1995 with a confirmed AMI to a nonrural hospital. PRINCIPAL FINDINGS: Rates of revascularization and cardiac catheterization for Medicare fee-for-service patients with AMI are lower in high-HMO penetration markets than in low-penetration ones. Patients admitted in high-HMO-competition markets, in contrast, are more likely to receive cardiac catheterization for treatment of their AMI and had higher treatment costs than those admitted in low-competition markets. CONCLUSIONS: The level of managed care activity in the health care market affects the process of care for Medicare fee-for-service AMI patients. Spillovers from managed care activity to patients with other types of insurance are more likely when managed care organizations have greater market power.


Subject(s)
Fee-for-Service Plans/economics , Health Services Accessibility/economics , Health Services for the Aged/economics , Managed Care Programs/economics , Medicare , Myocardial Infarction/economics , Myocardial Infarction/therapy , Aged , Aged, 80 and over , Cardiac Catheterization/economics , Cardiac Catheterization/statistics & numerical data , Female , Health Services Needs and Demand/economics , Humans , Logistic Models , Male , Models, Organizational , Myocardial Revascularization/economics , Myocardial Revascularization/statistics & numerical data , Outcome Assessment, Health Care , Risk Adjustment , United States
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