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Results for “Propensity Score”

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PubMed2006

Survival by dialysis modality in critically ill patients with acute kidney injury.

Among critically ill patients, acute kidney injury (AKI) requiring dialysis is associated with mortality rates generally in excess of 50%. Continuous renal replacement therapies (CRRT) often are recommended and widely used, although data to support its superiority over intermittent hemodialysis (IHD) are lacking. Data from the Program to Improve Care in Acute Renal Disease (PICARD), a multicenter observational study of AKI, were analyzed. Among 398 patients who required dialysis, the risk for death within 60 d was examined by assigned initial dialysis modality (CRRT [n = 206] versus IHD [n = 192]) using standard Kaplan-Meier product limit estimates, proportional hazards ("Cox") regression methods, and a propensity score approach to account for selection effects. Crude survival rates were lower for patients who were treated with CRRT than IHD (survival at 30 d 45 versus 58%; P = 0.006). Adjusted for age, hepatic failure, sepsis, thrombocytopenia, blood urea nitrogen, and serum creatinine and stratified by site, the relative risk for death associated with CRRT was 1.82 (95% confidence interval 1.26 to 2.62). Further adjustment for the propensity score did not materially alter the association (relative risk 1.92; 95% confidence interval 1.28 to 2.89). Among critically ill patients with AKI, CRRT was associated with increased mortality. Although the results could reflect residual confounding by severity of illness, these data provide no evidence for a survival benefit afforded by CRRT. Larger, prospective, randomized clinical trials to compare CRRT and IHD in severe AKI are needed.

Acute Disease↗

PubMed2004

Retrospective longitudinal cohort study comparing the effects of angiotensin-converting enzyme inhibitors and long-acting calcium channel blockers on total and cardiovascular mortality in patients with hypertension.

BACKGROUND: There is controversy regarding the impact that different antihypertensive regimens, including modern combination therapy, have on the incidence of myocardial infarction, other cardiovascular events, and mortality. OBJECTIVE: The objective of this study was to determine and compare the effects of treatment strategies based on angiotensin-converting enzyme (ACE) inhibitors and long-acting calcium channel blockers (CCBs) on total and cardiovascular mortality in hypertensive patients in a usual-care setting. METHODS: This retrospective, longitudinal cohort study used integrated medical and pharmacy claims data from a geographically diverse administrative database of >8 million persons in the United States. Patients aged > or = 18 years with hypertension were eligible if they had filled a prescription for either an ACE inhibitor or a long-acting CCB between January 1, 1995, and June 30, 1999 (the index prescription). Patients who had a prescription for any antihypertensive agents before the index prescription were excluded, as were eligible ACE inhibitor-treated patients who used CCBs or CCB-treated patients who used ACE inhibitors during the follow-up period. Use of all other antihypertensive medications was permitted. Patients were matched using a propensity score generated from a logistic regression model. A survival-analysis approach was used to compare mortality between groups. The final cohorts were assessed through June 30, 2002. RESULTS: A total of 18,199 patients met the study inclusion criteria; 12,608 (69.3%) used an ACE inhibitor and 5,591 (30.7%) used a CCB. The mean follow-up was approximately 4.4 years. After cohort matching using the propensity score, the study population consisted of 10,926 patients, 5,463 matched patients in each group. The adjusted hazard ratios (95% CIs) for all-cause, cardiovascular, congestive heart disease, and congestive heart failure mortality in the ACE-inhibitor group compared with the CCB group for the entire follow-up period were 0.70 (0.63-0.79), 0.65 (0.53-0.80), 0.47 (0.32-0.70), and 0.74 (0.49-1.12), respectively. CONCLUSION: Analysis of a large medical and pharmacy database suggests that an ACE inhibitor-based treatment strategy is associated with reduced mortality compared with a CCB-based strategy in patients with hypertension in a managed care setting.

Adult↗

PubMed2001

Effectiveness of platelet releasate for the treatment of diabetic neuropathic foot ulcers.

OBJECTIVE: The goal of this study was to specifically estimate the effectiveness of platelet releasate, a widely available treatment administered by a proprietary group of wound care centers (WCCs) for the treatment of diabetic neuropathic foot ulceration. RESEARCH DESIGN AND METHODS: Treatment effectiveness was estimated in a retrospective cohort study controlling for treatment selection bias using logistic regression-derived propensity scores. RESULTS: Platelet releasate was more effective than standard care. The relative risk for a wound to heal after treatment with platelet releasate compared with standard care at a WCC varied from 1.14 (95% CI 1.03-1.27) to 1.59 (1.49-1.70). The effect was greatest in those with the most severe wounds, i.e., large wounds that affect deeper anatomical structures. CONCLUSIONS: Within the limitations of the ability of propensity score analysis to control for selection bias, platelet releasate is more effective than standard therapy. This effect is more pronounced in more severe wounds. Unfortunately, severe wounds have not been evaluated in randomized clinical trials of new interventions. We encourage the inclusion of these patients in future trials.

Aged↗

PubMed2002

Determinants and sequelae associated with utilization of acetaminophen versus traditional nonsteroidal antiinflammatory drugs in an elderly population.

OBJECTIVE: Acetaminophen is recommended as initial therapy for patients with arthritis, particularly those at increased risk of nonsteroidal antiinflammatory drug (NSAID)-induced gastrointestinal (GI) side effects. However, higher doses of acetaminophen inhibit prostaglandin synthesis and have been associated with GI events. This study was undertaken to compare the observed and adjusted rates of GI events (hospitalizations, ulcers, dyspepsia, GI prophylaxis) occurring with higher versus lower doses of acetaminophen. METHODS: This was a retrospective cohort study of subjects ages >or=65 years who received a prescription for acetaminophen or NSAID between 1994 and 1996. Pharmaceutical and medical records were reviewed for 1 year of historical data prior to the index prescription of acetaminophen or non-aspirin NSAID. Risk factors for GI events were identified based on the historical data. To further control for bias, patients were categorized by propensity score (the likelihood of receiving acetaminophen, given defined risk factor values). Records were then reviewed for the duration of the index prescription or 30 days, whichever was less, to generate data on the occurrence of GI events. Determinants of acetaminophen utilization were identified using logistic regression, and rates of GI events for each therapy were examined using Poisson regression analyses, controlling for duration of exposure, individual risk factors, and propensity scores. RESULTS: The study included 26,978 patients in the NSAID cohort and 21,207 in the acetaminophen cohort. Determinants of acetaminophen utilization compared with NSAIDs (odds ratio [95% confidence interval]) included recent hospitalization (8.6 [7.7-9.5]), concomitant anticoagulation therapy (3.2 [2.7-3.8]), age >85 years (2.3 [2.1-2.4]), and history of prior GI events, especially those requiring hospitalization (14.6 [11.7-18.7]). Unadjusted rates of GI hospitalization, ulcer, and dyspepsia were higher for patients in the acetaminophen cohort than for those in the NSAID cohort. The occurrence of GI events in acetaminophen-treated patients was dose dependent, with rate ratios (compared with high-dose NSAIDs and adjusted for risk susceptibility) ranging from 0.6 (95% confidence interval 0.5-0.7) for 3,250 mg/day. CONCLUSION: In this cohort, acetaminophen utilization is more common in patients at higher risk of GI events. After adjustment for risk susceptibility, patients receiving higher doses of acetaminophen have higher rates of GI events compared with those receiving lower doses.

Acetaminophen↗

PubMed2006

Cost and utilization outcomes of patients receiving hospital-based palliative care consultation.

OBJECTIVE: To compare per diem total direct, ancillary (laboratory and radiology) and pharmacy costs of palliative care (PC) compared to usual care (UC) patients during a terminal hospitalization; to examine the association between PC and ICU admission. DESIGN: Retrospective, observational cost analysis using a VA (payer) perspective. SETTING: Two urban VA medical centers. MEASUREMENTS: Demographic and health characteristics of 314 veterans admitted during two years were obtained from VA administrative data. Hospital costs came from the VA cost accounting system. ANALYSIS: Generalized linear models (GLM) were estimated for total direct, ancillary and pharmacy costs. Predictors included patient age, principal diagnosis, comorbidity, whether patient stay was medical or surgical, site and whether the patient was seen by the palliative care consultation team. A probit regression was used to analyze probability of ICU admission. Propensity score matching was used to improve balance in observed covariates. RESULTS: PC patients were 42 percentage points (95% CI, -56% [corrected] to -31%) less likely to be admitted to ICU. Total direct costs per day were $239 (95% CI, -387 to -122) lower and ancillary costs were $98 (95% CI, -133 to -57) lower than costs for UC patients. There was no difference in pharmacy costs. The results were similar using propensity score matching. CONCLUSION: PC was associated with significantly lower likelihood of ICU use and lower inpatient costs compared to UC. Our findings coupled with those indicating better patient and family outcomes with PC suggest both a cost and quality incentive for hospitals to develop PC programs.

Aged↗

PubMed2006

Adjuvant chemotherapy and survival in older women with hormone receptor-negative breast cancer: assessing outcome in a population-based, observational cohort.

PURPOSE: For older breast cancer patients, there is limited evidence of the efficacy of adjuvant chemotherapy from randomized clinical trials. Our goal was to assess the relationship between adjuvant chemotherapy use and survival in a large, population-based cohort of older women with hormone receptor (HR) -negative breast cancer. METHODS: We identified women age 66 and older diagnosed with HR-negative, nonmetastatic breast cancer from 1992 to 1999 in the Surveillance, Epidemiology and End Results (SEER) cancer registries. Chemotherapy use was identified in Medicare claims linked to SEER records. Clinical and sociodemographic predictors of chemotherapy use were identified using logistic regression. The effect of chemotherapy on survival was evaluated using propensity score methods and multivariable proportional hazards regression. RESULTS: A total of 1,711 (34%) of 5,081 women with HR-negative breast cancer received chemotherapy within 6 months of cancer diagnosis. Chemotherapy use decreased with increasing age and comorbidity, and increased with year of diagnosis, tumor size, number of positive lymph nodes, and higher tumor grade. Adjuvant chemotherapy was associated with a mortality reduction of approximately 15% whether analyzed using propensity scores or standard multivariable methods. The greatest overall survival benefit was observed in patients with node-positive disease and in the node-negative patients most likely to receive chemotherapy. CONCLUSION: This analysis suggests a survival benefit from adjuvant chemotherapy in older women with HR-negative breast cancer. The benefit of chemotherapy is most pronounced in the patients most likely to be selected for treatment, including those with involved lymph nodes or other high-risk disease characteristics.

Aged↗

PubMed2006

Outpatient medication use and health outcomes in post-acute coronary syndrome patients.

OBJECTIVE: To investigate the pattern of postdischarge evidence-based outpatient medication use and its impact on subsequent hospital readmissions in post-acute coronary syndrome (ACS) patients. STUDY DESIGN: Prospective observational study. METHODS: A telephone survey was conducted to collect information from discharge to 8 months after discharge for 433 patients hospitalized with a primary diagnosis of ACS in 5 mid-Michigan hospitals. The survey data were then merged with chart review data from the initial hospitalization. We first conducted a longitudinal descriptive analysis of the utilization patterns of patient self-reported medication use from discharge to the 8-month survey. Then, multivariable logit analysis was used to estimate the effect of post-ACS medication use on self-reported hospital readmission at 3 months and 8 months after discharge. Propensity score matching was used to counter the possible bias induced by self-selection of outpatient medication use. RESULTS: The pattern of outpatient medication use was dynamic. Most changes to medication regimens occurred within 3 months after discharge, with fewer changes in the subsequent 5 months. Taking a beta-blocker, angiotensin-converting enzyme inhibitor, or angiotension receptor blocker significantly reduced the probability of hospital readmission 3 months after discharge. Propensity score matching produced similar statistically significant results. Re-hospitalization within 3 months after discharge was a strong predictor of later hospital readmission up to 8 months. CONCLUSION: Timely and appropriate medication adjustment in outpatient settings appears to be critically important to reduce hospital readmission among ACS patients.

Aged↗

PubMed2026

The Impact of PCSK9 Inhibitors on Development of Retinal Vascular Occlusions.

PURPOSE: PCSK9 inhibitors (PCSK9i) are a newer class of lipid-lowering drug that may be effective at lowering risk for retinal artery occlusion (RAO) and retinal vein occlusion (RVO). This study aims to investigate the relationship between PCSK9i use and retinal vascular occlusion among patients with hyperlipidemia. DESIGN: Retrospective, comparative clinical cohort study SUBJECTS, PARTICIPANTS, AND/OR CONTROLS: Patients with hyperlipidemia, defined as serum low-density lipoprotein level of ≥130 mg/dL and total cholesterol level of ≥220 mg/dL, prescribed a lipid-lowering medication were identified. Patients prescribed a PCSK9i were included in the study group and compared with control patients prescribed any other type of lipid-lowering drug. METHODS: This study was conducted using electronic health record data from health organizations in the United States through the TrinetX platform. Propensity score matching was completed based on relevant patient demographics, comorbidities, and laboratory values. Comparison of main outcomes between the PCSK9i and non-PCSK9i groups was performed using measures of association analysis to determine risk ratio (RR) with 95% CI. MAIN OUTCOME MEASURES: The outcomes measured consisted of occurrence of retinal vascular occlusion, RAO, RVO, central RAO, and central RVO at 3-year, 5-year, and 7-year time points. RESULTS: After propensity score matching, a total of 12,960 patients were included in each cohort. The analysis revealed that the PCSK9i cohort had a significantly lower risk for development of retinal vascular occlusions at multiple points, including 3-year (RR = 0.56, CI = 0.39-0.79), 5-year (RR = 0.50, CI = 0.37-0.67), and 7-year (RR = 0.46, CI 0.35-0.61) time points. This lower risk was also found in the PCSK9i group for an outcome of RVO at 5 years (RR = 0.50, CI = 0.34-0.73) and 7 years (RR = 0.47, CI = 0.33-0.67). For occurrence of RAOs (RR = 0.47, CI = 0.30-0.76) and central RVO (RR = 0.46, CI = 0.29-0.74) separately, the PCSK9i cohort had a lower risk at 7 years. CONCLUSION: These findings suggest that PCSK9i may reduce the risk of retinal vascular occlusion compared with other classes of lipid-lowering medications.

Humans↗

PubMed2004

Comparison of the prognostic value of left ventricular hypertrophy in African-American men versus women.

Echocardiographically determined left ventricular (LV) hypertrophy may be a stronger risk factor of cardiovascular disease (CVD) for women than for men, although it is unclear whether reported gender differences are real or attributable to confounding. We evaluated echocardiographic LV hypertrophy (defined as LV mass/height(2.7) >/=51 g/m(2.7)) collected from the African-American population of the Atherosclerosis Risk in Communities Study. Incident CVD events (57 in men, 62 in women) were determined during a median follow-up of 4.9 years (interquartile range 4.3 to 5.6) and included nonfatal myocardial infarction, cardiac death, coronary revascularization, and stroke. We conducted 2 analyses. First, we created matched samples of 340 men and 812 women who had LV hypertrophy based on propensity score and estimated the gender-specific incidence rate ratios and population-attributable risks. Second, we evaluated the complete cohort (604 men and 1,113 women) with Poisson's regression after adjusting for age, body mass index, hypertension, diabetes mellitus, ratio of total cholesterol to high-density lipoprotein cholesterol, current smoking, and education level. LV hypertrophy was significantly predictive of incident CVD, and the association shown by analyses of matched propensity scores was similar in men and women (incidence rate ratio 1.88 vs 1.92, p = 0.97 for men, population-attributable risk 0.22 vs 0.26, p <0.07 for women). In the multivariate analysis, we found comparable effect estimates for LV hypertrophy (incidence rate ratio 1.66 vs 2.09, p = 0.55 for men; population-attributable risk 0.24 vs 0.32, p <0.07 for women). Thus, LV hypertrophy is a strong predictor of CVD in African-Americans, and the effect of LV hypertrophy on CVD is similar in men and women.

Black or African American↗

PubMed2006

Second-generation antidepressant discontinuation and depressive relapse in adult patients with bipolar depression: results of a retrospective database analysis.

BACKGROUND: To date, few postmarketing studies have addressed whether long-term prophylactic treatment with second-generation antidepressants (ADs) delays depressive episodes in patients with bipolar disorder. OBJECTIVE: The aim of this study was to compare the risk of depressive relapse between patients with bipolar disorder who took second-generation ADs>-6 months after depressive remission with those who discontinued AD use early. METHODS: Using a large US managed-care claims database, continuously enrolled bipolar subjects who took second-generation ADs after a depressive remission were identified between January 1, 1998, and December 31, 2002. Duration of AD and concurrent mood stabilizer use were based on coded diagnoses and pharmacy records. A Cox proportional hazards model was developed to predict time from depressive remission to next depressive relapse with continuous AD use, categorized as either >or=6 months or <6 months. Propensity scoring with greedy matching was used to help balance the observed background covariates and baseline disease severity between groups. RESULTS: Five hundred eighty-nine subjects met the inclusion criteria. A Kaplan-Meer estimate found that the median depressive relapse times for the continuous (ie, >or=6 months) and early discontinuation (ie, <6 months) AD treatment groups were 16.5 and 6.8 months, respectively (P<0.05). The Cox proportional hazards model with propensity score matching identified a significantly lower risk of depressive relapse over a 2-year period among those who continued AD treatment>or=6 months after remission, compared with those who discontinued treatment within 6 months (hazard ratio, 0.61 [95% CI, 0.42-0.88]; continuous vs early discontinuation, P<0.01). CONCLUSIONS: Continuous second-generation AD therapy for >or=6 months after depressive remission was associated with a lower risk of depressive relapse over a 2-year period in patients with bipolar depression. Given concerns regarding the risk of AD users with bipolar disorder switching to mania, an optimal prophylactic treatment after depressive remission should balance the risks between manic switching and depressive relapse.

Adolescent↗

PubMed2004

Comorbidity and myocardial dysfunction are the main explanations for the higher 1-year mortality in acute myocardial infarction with left bundle-branch block.

BACKGROUND: The purpose of this study was to assess the independent contribution of left bundle-branch block (LBBB) on cause-specific 1-year mortality in a large cohort with acute myocardial infarction (MI). METHODS AND RESULTS: We studied a prospective cohort of 88,026 cases of MI from the Register of Information and Knowledge about Swedish Heart Intensive care Admissions in 72 hospitals in 1995 to 2001. Long-term mortality was calculated by Cox regression analysis, adjusted for multiple covariates that affect mortality by calculation of a propensity score. LBBB was present in 9% (8041 of 88,026) of the MI admissions. Patients with LBBB were older and had a higher prevalence of comorbid conditions than patients with no LBBB. The unadjusted relative risk of death within 1 year was 2.16 (95% CI, 2.08 to 2.24; P<0.001) for LBBB (42%, 3350 of 8041) compared with those with no LBBB (22%, 17,044 of 79,011). After adjustment for a propensity score that takes into account differences in risk factors and acute intervention, LBBB was associated with a relative risk of death of 1.19 (95% CI, 1.14 to 1.24; P<0.001). In a subgroup of 11,812 patients for whom left ventricular ejection fraction was available and could be added to the analysis, the contributing relative risk of LBBB for death was only 1.08 (95% CI, 0.93 to 1.25; P=0.33). The most common cause of death in both groups was ischemic heart disease. CONCLUSIONS: MI patients with LBBB have more comorbid conditions and an increased unadjusted 1-year mortality. When adjusted for age, baseline characteristics, concomitant diseases, and left ventricular ejection fraction, LBBB does not appear to be an important independent predictor of 1-year mortality in MI.

Adult↗

PubMed2005

Mortality reduction by implantable cardioverter-defibrillators in high-risk patients with heart failure, ischemic heart disease, and new-onset ventricular arrhythmia: an effectiveness study.

OBJECTIVES: To investigate the generalizability of the reduction in mortality posed by implantable cardioverter-defibrillators, we examined the effectiveness of defibrillators as applied in routine medical practice. BACKGROUND: Implantable cardioverter-defibrillators have been shown to be efficacious in the primary and secondary prevention of overall and cardiovascular mortality in clinical trials. METHODS: Using the National Veterans Administration database, we identified a cohort of 6,996 patients from 1995 to 1999 with new-onset ventricular arrhythmia and pre-existing ischemic heart disease and congestive heart failure, of which 1,442 received a defibrillator, and followed them for three years to determine rates of mortality. With multivariate logistic regression analyses that adjusted for demographics, illness severity, and comorbidity, we assessed overall, cardiovascular, and noncardiovascular rates of mortality. To further address potential confounding, we also stratified the cohort by quintiles using a multivariable propensity score for each patient and determined mortality rates. RESULTS: For the overall cohort, multivariate regression showed that those who received defibrillators had significantly lower all-cause (odds ratio [OR] 0.52; 95% confidence interval [CI] 0.45 to 0.60) and cardiovascular (OR 0.56; 95% CI 0.49 to 0.65)] rates of mortality at three years. No significant differences were noted between groups in their rates of noncardiovascular mortality (OR 0.92; 95% CI 0.77 to 1.10). Propensity score analysis demonstrated similar mortality reduction benefits at three years: risk ratio (RR) 0.72 (95% CI 0.69 to 0.79) for all-cause; RR 0.70 (95% CI 0.63 to 0.78) for cardiovascular; and RR 0.95 (95% CI 0.83 to 1.08) for noncardiovascular rates of mortality. These results suggest that one death is prevented in this patient population for every four to five patients receiving a defibrillator for three years. CONCLUSIONS: Implantable cardioverter-defibrillators in routine medical practice significantly reduce cardiovascular and all-cause rates of mortality at levels similar to secondary prevention trials.

Aged↗

PubMed2006

Comparison of outcomes in elective partial vs radical nephrectomy for clear cell renal cell carcinoma of 4-7 cm.

OBJECTIVE: To compare the outcomes of patients who had a elective partial nephrectomy (PN) or radical nephrectomy (RN) for clear cell renal cell carcinoma (RCC) of 4-7 cm. PATIENTS AND METHODS: From March 1998 to July 2004, 45 and 151 patients underwent PN and RN, respectively, for clear cell RCC. A multivariate Cox model was constructed for disease-free survival with adjustment for markers of disease severity, and a propensity-score approach used as a confirmatory analysis. RESULTS: In the PN and RN cohorts the treatment failed in one and 20 patients, respectively; the median follow-up was 21 months. The hazard ratio (95% confidence interval) for PN after adjusting for disease severity was 0.36 (0.05-2.82; P = 0.3). Using planned PN as a predictor (intent-to-treat analysis) the hazard ratio was 1.06 (0.32-3.53; P = 0.9). In the propensity-score model, planned PN was associated with a hazard ratio of 1.75 (0.50-6.14; P = 0.4). The serum creatinine level 3 months after surgery was significantly lower in patients who had PN, with a difference between the means of 0.36 (0.23-0.48; P < 0.001). CONCLUSIONS: Renal function was preserved after PN for 4-7 cm clear cell RCC tumours. When comparing the outcomes of PN and RN it is important to consider the intended operation as an independent variable. There was no clear evidence that PN was associated with worse cancer control, although a continued follow-up of this and other cohorts is warranted.

Carcinoma, Renal Cell↗

PubMed2006

Impact of statin therapy at discharge on 1-year mortality in patients with ST-segment elevation myocardial infarction treated with primary angioplasty.

BACKGROUND: Statin therapy can reduce long-term mortality in several subgroups of patients with coronary artery disease, but the benefits after primary angioplasty for ST-segment elevation myocardial infarction (STEMI) have yet to be established. The aim of the current study was to determine whether statin therapy is associated with a reduction in mortality in patients with STEMI treated with primary angioplasty. METHODS: Our population is represented by a total of 1513 consecutive in-hospital survivors treated with primary angioplasty for STEMI between April 1997 and October 2001. Patients were divided in two groups according to statin therapy (statin group, n=893; control group, n=620) at discharge. Clinical follow-up was performed at 1 year. A propensity score, built on the basis of variables independently associated with statin prescription, was used to investigate the benefits from statin therapy in subgroups of patients that were homogeneous in terms of baseline clinical and angiographic characteristics. RESULTS: At 1-year follow-up statin therapy was associated with a significantly lower mortality (1.2% versus 7.1%, R(2) [95% CI]=0.16 [0.09-0.32], p<0.0001). These benefits were confirmed in all subgroups according to the propensity score, and at multivariate analysis (adjusted R(2) [95% CI]=0.24 [0.12-0.47], p<0.0001). CONCLUSIONS: Statin therapy at discharge was associated with a significant reduction in 1-year mortality after primary angioplasty for STEMI. Therefore, the use of statins is highly recommended in these patients.

Aged↗

PubMed2002

The relationship of post-acute home care use to Medicaid utilization and expenditures.

RESEARCH OBJECTIVES: To describe the use of post-acute home care (PAHC) and total Medicaid expenditures among hospitalized nonelderly adult Medicaid eligibles and to test whether health services utilization rates or total Medicaid expenditures were lower among Medicaid eligibles who used PAHC compared to those who did not. STUDY POPULATION: 5,299 Medicaid patients aged 18-64 discharged in 1992-1996 from 29 hospitals in the Cleveland Health Quality Choice (CHQC) project. DATA SOURCES: Linked Ohio Medicaid claims and CHQC medical record abstract data. DATA EXTRACTION: One stay per patient was randomly selected. DESIGN: Observational study. To control for treatment selection bias, we developed a model predicting the probability (propensity) a patient would be referred to PAHC, as a proxy for the patient's need for PAHC. We matched 430 patients who used Medicaid-covered PAHC ("USE") to patients who did not ("NO USE") by their propensity scores. Study outcomes were inpatient re-admission rates and days of stay (DOS), nursing home admission rates and DOS, and mean total Medicaid expenditures 90 and 180 days after discharge. PRINCIPAL FINDINGS: Of 3,788 medical patients, 12.1 percent were referred to PAHC; 64 percent of those referred used PAHC. Of 1,511 surgical patients, 10.9 percent were referred; 99 percent of those referred used PAHC. In 430 pairs of patients matched by propensity score, mean total Medicaid expenditures within 90 days after discharge were $7,649 in the USE group and $5,761 in the NO USE group. Total Medicaid expenditures were significantly higher in the USE group compared to the NO USE group for medical patients after 180 days (p < .05) and surgical patients after 90 and 180 days (p < .001). There were no significant differences for any other outcome. Sensitivity analysis indicates the results may be influenced by unmeasured variables, most likely functional status and/or care-giver support. CONCLUSIONS: Thirty-six percent of the medical patients referred to PAHC did not receive Medicaid-covered services. This suggests potential underuse among medical patients. The high post-discharge expenditures suggest opportunities for reducing costs through coordinating utilization or diverting it to lower-cost settings. Controlling for patients' need for services, PAHC utilization was not associated with lower utilization rates or lower total Medicaid expenditures. Medicaid programs are advised to proceed cautiously before expanding PAHC utilization and to monitor its use carefully. Further study, incorporating non-economic outcomes and additional factors influencing PAHC use, is warranted.

Acute Disease↗

PubMed2005

Recombinant factor VIIa for intractable blood loss after cardiac surgery: a propensity score-matched case-control analysis.

BACKGROUND: Cardiac surgery is occasionally complicated by massive blood loss that is refractory to standard hemostatic interventions. Recombinant factor VIIa (rF-VIIa) is being increasingly used as rescue therapy in such cases, but little information is available on its safety and efficacy for this indication. STUDY DESIGN AND METHODS: The outcomes of the first 51 cardiac surgery patients who received rF-VIIa for intractable blood loss (from November 2002 to February 2004) at a single institution according to a standardized clinical guideline were compared to 51 matched control patients, with the control patients identified from a large database and matched based on the propensity for massive blood loss. RESULTS: Blood loss and blood product usage were significantly decreased after 2.4 to 4.8 mg of rF-VIIa. In those treated after sternal closure (n = 32), there was a significant reduction in blood loss from the hour before to the hour after treatment: 100 (70, 285) mL (median [25th, 75th percentiles]; p < 0.0001). Except for a slower postoperative recovery and higher incidence of acute renal dysfunction, the adverse event rates were similar between the rF-VIIa-treated patients and their matched controls. CONCLUSIONS: These results suggest that rF-VIIa may be an effective rescue therapy for patients with intractable hemorrhage after cardiac surgery. A clinically important risk of stroke or other major thrombotic complications could not be ruled out by our study. Controlled clinical trials with adequate power to detect the impact of rF-VIIa therapy on morbidity and mortality therefore are necessary before one can recommend its routine use in patients undergoing cardiac surgery who have excessive bleeding.

Blood Coagulation↗

PubMed2006

Causal effects of alcoholism on earnings: estimates from the NLSY.

Propensity score matching is used to investigate the causal relationship between alcoholism and earnings in a young cohort of males and females drawn from the 1989 and 1994 National Longitudinal Survey of Youth (NLSY) in order to investigate productivity losses attributed to alcoholism and to quantify these effects. Results suggest that there are productivity losses attributable to alcoholism; that they become more pronounced over the life cycle; and that they differ between men and women. Ways in which estimates from propensity score matching may or may not improve on instrumental variables estimates are discussed.

Adult↗

PubMed2004

Platelet transfusions during coronary artery bypass graft surgery are associated with serious adverse outcomes.

BACKGROUND: Platelet (PLT) transfusions are administered in cardiac surgery to prevent or treat bleeding, despite appreciation of the risks of blood component transfusion. The current analysis investigates the hypothesis that PLT transfusion is associated with adverse outcomes associated with coronary artery bypass graft surgery (CABG). STUDY DESIGN AND METHODS: Data originally collected during double-blind placebo-controlled phase III trials for licensure of Trasylol (aprotinin injection) were retrospectively analyzed. Adverse outcome data of patients (n = 1720) that received, and did not receive, perioperative PLT transfusion were compared. Logistic regression analysis was used to assess the association of perioperative adverse events with PLT transfusion. Propensity scoring analysis was used to verify results of the logistic regression. RESULTS: Patients receiving PLTs were more likely to have prolonged hospital stays, longer surgeries, more bleeding, re-operation for bleeding, and more RBC transfusions, and less likely to have full-dose aprotinin administration. Adverse events were statistically more frequent in patients that received one or more PLT transfusion. Logistic regression analysis showed that PLT transfusion was associated with infection, vasopressor use, respiratory medication use, stroke, and death. Propensity scoring analysis confirmed the risk of PLT transfusion. CONCLUSIONS: PLT transfusion in the perioperative period of CABG was associated with increased risk for serious adverse events. PLT transfusion may be a surrogate marker for sicker patients and have no causal role in the outcomes observed. However, a direct contribution to outcomes remains possible.

Aged↗