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Dive into the research topics where Craig S. Parzynski is active.

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Featured researches published by Craig S. Parzynski.


JAMA | 2015

Appropriate Use Criteria for Coronary Revascularization and Trends in Utilization, Patient Selection, and Appropriateness of Percutaneous Coronary Intervention

Nihar R. Desai; Steven M. Bradley; Craig S. Parzynski; Brahmajee K. Nallamothu; Paul S. Chan; John A. Spertus; Manesh R. Patel; Jeremy Ader; Aaron Soufer; Harlan M. Krumholz; Jeptha P. Curtis

IMPORTANCE Appropriate Use Criteria for Coronary Revascularization were developed to critically evaluate and improve patient selection for percutaneous coronary intervention (PCI). National trends in the appropriateness of PCI have not been examined. OBJECTIVE To examine trends in PCI utilization, patient selection, and procedural appropriateness following the introduction of Appropriate Use Criteria. DESIGN, SETTING, AND PARTICIPANTS Multicenter, longitudinal, cross-sectional analysis of patients undergoing PCI between July 1, 2009, and December 31, 2014, at hospitals continuously participating in the National Cardiovascular Data Registry CathPCI registry over the study period. MAIN OUTCOMES AND MEASURES Proportion of nonacute PCIs classified as inappropriate at the patient and hospital level using the 2012 Appropriate Use Criteria for Coronary Revascularization. RESULTS A total of 2.7 million PCI procedures from 766 hospitals were included. Annual PCI volume of acute indications was consistent over the study period (377,540 in 2010; 374,543 in 2014), but the volume of nonacute PCIs decreased from 89,704 in 2010 to 59,375 in 2014. Among patients undergoing nonacute PCI, there were significant increases in angina severity (Canadian Cardiovascular Society grade III/IV angina, 15.8% in 2010 and 38.4% in 2014), use of antianginal medications prior to PCI (at least 2 antianginal medications, 22.3% in 2010 and 35.1% in 2014), and high-risk findings on noninvasive testing (22.2% in 2010 and 33.2% in 2014) (P < .001 for all), but only modest increases in multivessel coronary artery disease (43.7% in 2010 and 47.5% in 2014, P < .001). The proportion of nonacute PCIs classified as inappropriate decreased from 26.2% (95% CI, 25.8%-26.6%) to 13.3% (95% CI, 13.1%-13.6%), and the absolute number of inappropriate PCIs decreased from 21,781 to 7921. Hospital-level variation in the proportion of PCIs classified as inappropriate persisted over the study period (median, 12.6% [interquartile range, 5.9%-22.9%] in 2014). CONCLUSIONS AND RELEVANCE Since the publication of the Appropriate Use Criteria for Coronary Revascularization in 2009, there have been significant reductions in the volume of nonacute PCI. The proportion of nonacute PCIs classified as inappropriate has declined, although hospital-level variation in inappropriate PCI persists.


Journal of Bone and Joint Surgery, American Volume | 2014

Variation in hospital-level risk-standardized complication rates following elective primary total hip and knee arthroplasty

Kevin J. Bozic; Laura M. Grosso; Zhenqiu Lin; Craig S. Parzynski; Lisa G. Suter; Harlan M. Krumholz; Jay R. Lieberman; Daniel J. Berry; Robert W. Bucholz; Lein Han; Michael T. Rapp; Susannah M. Bernheim; Elizabeth E. Drye

BACKGROUND Little is known about the variation in complication rates among U.S. hospitals that perform elective total hip arthroplasty (THA) and total knee arthroplasty (TKA) procedures. The purpose of this study was to use National Quality Forum (NQF)-endorsed hospital-level risk-standardized complication rates to describe variations in, and disparities related to, hospital quality for elective primary THA and TKA procedures performed in U.S. hospitals. METHODS We conducted a cross-sectional analysis of national Medicare Fee-for-Service data. The study cohort included 878,098 Medicare fee-for-service beneficiaries, sixty-five years or older, who underwent elective THA or TKA from 2008 to 2010 at 3479 hospitals. Both medical and surgical complications were included in the composite measure. Hospital-specific complication rates were calculated from Medicare claims with use of hierarchical logistic regression to account for patient clustering and were risk-adjusted for age, sex, and patient comorbidities. We determined whether hospitals with higher proportions of Medicaid patients and black patients had higher risk-standardized complication rates. RESULTS The crude rate of measured complications was 3.6%. The most common complications were pneumonia (0.86%), pulmonary embolism (0.75%), and periprosthetic joint infection or wound infection (0.67%). The median risk-standardized complication rate was 3.6% (range, 1.8% to 9.0%). Among hospitals with at least twenty-five THA and TKA patients in the study cohort, 103 (3.6%) were better and seventy-five (2.6%) were worse than expected. Hospitals with the highest proportion of Medicaid patients had slightly higher but similar risk-standardized complication rates (median, 3.6%; range, 2.0% to 7.1%) compared with hospitals in the lowest decile (3.4%; 1.7% to 6.2%). Findings were similar for the analysis involving the proportion of black patients. CONCLUSIONS There was more than a fourfold difference in risk-standardized complication rates across U.S. hospitals in which elective THA and TKA are performed. Although hospitals with higher proportions of Medicaid and black patients had rates similar to those of hospitals with lower proportions, there is a continued need to monitor for disparities in outcomes. These findings suggest there are opportunities for quality improvement among hospitals in which elective THA and TKA procedures are performed.


JAMA Cardiology | 2016

Trends and In-Hospital Outcomes Associated With Adoption of the Subcutaneous Implantable Cardioverter Defibrillator in the United States.

Daniel J. Friedman; Craig S. Parzynski; Paul D. Varosy; Jordan M. Prutkin; Kristen K. Patton; Ali Mithani; Andrea M. Russo; Jeptha P. Curtis; Sana M. Al-Khatib

Importance Trends and in-hospital outcomes associated with early adoption of the subcutaneous implantable cardioverter defibrillator (S-ICD) in the United States have not been described. Objectives To describe early use of the S-ICD in the United States and to compare in-hospital outcomes among patients undergoing S-ICD vs transvenous (TV)-ICD implantation. Design, Setting, and Participants A retrospective analysis of 393 734 ICD implants reported to the National Cardiovascular Data Registry ICD Registry, a nationally representative US ICD registry, between September 28, 2012 (US Food and Drug Administration S-ICD approval date), and March 31, 2015, was conducted. A 1:1:1 propensity-matched analysis of 5760 patients was performed to compare in-hospital outcomes among patients with S-ICD with those of patients with single-chamber (SC)-ICD and dual-chamber (DC)-ICD. Main Outcomes and Measures Analysis of trends in S-ICD adoption as a function of total ICD implants and comparison of in-hospital outcomes (death, complications, and defibrillation threshold [DFT] testing) among S-ICD and TV-ICD recipients. Results Of the 393 734 ICD implants evaluated during the study period, 3717 were S-ICDs (0.9%). A total of 109 445 (27.8%) of the patients were female; the mean (SD) age was 67.03 (13.10) years. Use of ICDs increased from 0.2% during the fourth quarter of 2012 to 1.9% during the first quarter of 2015. Compared with SC-ICD and DC-ICD recipients, those with S-ICDs were more often younger, female, black, undergoing dialysis, and had experienced prior cardiac arrest. Among 2791 patients with S-ICD who underwent DFT testing, 2588 (92.7%), 2629 (94.2%), 2635 (94.4%), and 2784 (99.7%) were successfully defibrillated (≤65, ≤70, ≤75, and ≤80 J, respectively). In the propensity-matched analysis of 5760 patients, in-hospital complication rates associated with S-ICDs (0.9%) were comparable to those of SC-ICDs (0.6%) (P = .27) and DC-ICD rates (1.5%) (P = .11). Mean (SD) length of stay after S-ICD implantation was comparable to that after SC-ICD implantation (1.1 [1.5] vs 1.0 [1.2] days; P = .77) and less than after DC-ICD implantation (1.1 [1.5] vs 1.2 [1.5] days; P < .001). Conclusions and Relevance The use of S-ICDs is rapidly increasing in the United States. Early adoption has been associated with low complication rates and high rates of successful DFT testing despite frequent use in patients with a high number of comorbidities.


Circulation-cardiovascular Quality and Outcomes | 2014

Change in Hospital-Level Use of Transradial Percutaneous Coronary Intervention and Periprocedural Outcomes

Steven M. Bradley; Sunil V. Rao; Jeptha P. Curtis; Craig S. Parzynski; John C. Messenger; Stacie L. Daugherty; John S. Rumsfeld; Hitinder S. Gurm

Background—Whether increasing use of radial access has improved percutaneous coronary intervention outcomes remains unknown. We sought to determine the relationship between increasing facility-level use of transradial percutaneous coronary intervention (TRI) and periprocedural outcomes. Methods and Results—Within the National Cardiovascular Data Registry CathPCI Registry, we estimated the risk-adjusted association between hospital category of change in TRI use (during the 3-year period from 2009 to 2012) and trends in access site and overall bleeding, fluoroscopy time, and contrast use among 818 facilities with low baseline TRI use. There were 4 categories of hospital change in TRI use: very low (baseline, 0.2% increasing to 1.8% at the end of 3 years), low (0.9% increasing to 8.9%), moderate (1.6% increasing to 27.2%), and high (1.0% increasing to 45.1%). Risk-adjusted access site bleeding decreased over time for all hospital categories; however, the rate of decline varied across hospital categories (P for interaction, <0.001). The decrease in access site bleeding was significantly greater for hospitals with moderate or high increases in TRI use (relative risk, 0.45, 95% confidence interval, 0.36–0.56) when compared with that of very low or low hospitals (relative risk, 0.65; 95% confidence interval, 0.58–0.74; P for comparison, 0.002). Similar findings were observed for overall bleeding. An increase in fluoroscopy time (≈1.3 minutes) was noted at hospitals with moderate and high use of TRI (P=0.01). Trends in contrast use were similar across hospital categories. Conclusions—In a national sample of hospitals performing percutaneous coronary intervention, bleeding rates decreased over time for all hospital categories of change in TRI use. The decline in bleeding outcomes was larger at hospitals with increased adoption of TRI when compared with hospitals with minimal or no change in TRI use.


Circulation | 2016

Hospice Use Following Implantable Cardioverter-Defibrillator Implantation in Older Patients Results From the National Cardiovascular Data Registry

Daniel B. Kramer; Matthew R. Reynolds; Sharon-Lise T. Normand; Craig S. Parzynski; John A. Spertus; Vincent Mor; Susan L. Mitchell

Background— Older recipients of implantable cardioverter-defibrillators (ICDs) are at increased risk for short-term mortality in comparison with younger patients. Although hospice use is common among decedents aged >65, its use among older ICD recipients is unknown. Methods and Results— Medicare patients aged >65 matched to data in the National Cardiovascular Data Registry – ICD Registry from January 1, 2006 to March 31, 2010 were eligible for analysis (N=194 969). The proportion of ICD recipients enrolled in hospice, cumulative incidence of hospice admission, and factors associated with time to hospice enrollment were evaluated. Five years after device implantation, 50.9% of patients were either deceased or in hospice. Among decedents, 36.8% received hospice services. The cumulative incidence of hospice enrollment, accounting for the competing risk of death, was 4.7% (95% confidence interval [CI], 4.6%–4.8%) within 1 year and 21.3% (95% CI, 20.7%–21.8%) at 5 years. Factors most strongly associated with shorter time to hospice enrollment were older age (adjusted hazard ratio, 1.77; 95% CI, 1.73–1.81), class IV heart failure (versus class I; adjusted hazard ratio, 1.79; 95% CI, 1.66–1.94); ejection fraction <20 (adjusted hazard ratio, 1.57; 95% CI, 1.48–1.67), and greater hospice use among decedents in the patients’ health referral region. Conclusions— More than one-third of older patients dying with ICDs receive hospice care. Five years after implantation, half of older ICD recipients are either dead or in hospice. Hospice providers should be prepared for ICD patients, whose clinical trajectories and broader palliative care needs require greater focus.


Circulation | 2016

Hospice Use Following Implantable Cardioverter-Defibrillator Implantation in Older Patients: Results From the NCDR®

Daniel B. Kramer; Matthew R. Reynolds; Sharon-Lise T. Normand; Craig S. Parzynski; John A. Spertus; Vincent Mor; Susan L. Mitchell

Background— Older recipients of implantable cardioverter-defibrillators (ICDs) are at increased risk for short-term mortality in comparison with younger patients. Although hospice use is common among decedents aged >65, its use among older ICD recipients is unknown. Methods and Results— Medicare patients aged >65 matched to data in the National Cardiovascular Data Registry – ICD Registry from January 1, 2006 to March 31, 2010 were eligible for analysis (N=194 969). The proportion of ICD recipients enrolled in hospice, cumulative incidence of hospice admission, and factors associated with time to hospice enrollment were evaluated. Five years after device implantation, 50.9% of patients were either deceased or in hospice. Among decedents, 36.8% received hospice services. The cumulative incidence of hospice enrollment, accounting for the competing risk of death, was 4.7% (95% confidence interval [CI], 4.6%–4.8%) within 1 year and 21.3% (95% CI, 20.7%–21.8%) at 5 years. Factors most strongly associated with shorter time to hospice enrollment were older age (adjusted hazard ratio, 1.77; 95% CI, 1.73–1.81), class IV heart failure (versus class I; adjusted hazard ratio, 1.79; 95% CI, 1.66–1.94); ejection fraction <20 (adjusted hazard ratio, 1.57; 95% CI, 1.48–1.67), and greater hospice use among decedents in the patients’ health referral region. Conclusions— More than one-third of older patients dying with ICDs receive hospice care. Five years after implantation, half of older ICD recipients are either dead or in hospice. Hospice providers should be prepared for ICD patients, whose clinical trajectories and broader palliative care needs require greater focus.


Medical Care | 2016

Risk-standardized Acute Admission Rates Among Patients With Diabetes and Heart Failure as a Measure of Quality of Accountable Care Organizations: Rationale, Methods, and Early Results.

Erica S. Spatz; Kasia J. Lipska; Ying Dai; Haikun Bao; Zhenqiu Lin; Craig S. Parzynski; Faseeha Altaf; Erin K. Joyce; Julia Montague; Joseph S. Ross; Susannah M. Bernheim; Harlan M. Krumholz; Elizabeth E. Drye

Background:Population-based measures of admissions among patients with chronic conditions are important quality indicators of Accountable Care Organizations (ACOs), yet there are challenges in developing measures that enable fair comparisons among providers. Methods:On the basis of consensus standards for outcome measure development and with expert and stakeholder input on methods decisions, we developed and tested 2 models of risk-standardized acute admission rates (RSAARs) for patients with diabetes and heart failure using 2010–2012 Medicare claims data. Model performance was assessed with deviance R2; score reliability was tested with intraclass correlation coefficient. We estimated RSAARs for 114 Shared Savings Program ACOs in 2012 and we assigned ACOs to 3 performance categories: no different, worse than, and better than the national rate. Results:The diabetes and heart failure cohorts included 6.5 and 2.6 million Medicare Fee-For-Service beneficiaries aged 65 years and above, respectively. Risk-adjustment variables were age, comorbidities, and condition-specific severity variables, but not socioeconomic status or other contextual factors. We selected hierarchical negative binomial models with the outcome of acute, unplanned hospital admissions per 100 person-years. For the diabetes and heart failure measures, respectively, the models accounted for 22% and 12% of the deviance in outcomes and score reliability was 0.89 and 0.81. For the diabetes measure, 51 (44.7%) ACOs were no different, 45 (39.5%) were better, and 18 (15.8%) were worse than the national rate. The distribution of performance for the heart failure measure was 61 (53.5%), 37 (32.5%), and 16 (14.0%), respectively. Conclusion:Measures of RSAARs for patients with diabetes and heart failure meet criteria for scientific soundness and reveal important variation in quality across ACOs.


Jacc-Heart Failure | 2015

Racial Differences in Heart Failure Outcomes: Evidence From the Tele-HF Trial (Telemonitoring to Improve Heart Failure Outcomes).

Feng Qian; Craig S. Parzynski; Sarwat I. Chaudhry; Edward L. Hannan; Benjamin A. Shaw; John A. Spertus; Harlan M. Krumholz

OBJECTIVES The purpose of this study was to determine whether there are racial differences in patient-reported health status as well as mortality and rehospitalization after hospitalization for heart failure (HF). BACKGROUND Little is known about whether racial differences exist in patient-reported outcomes after HF hospitalization. METHODS We analyzed data from 1,427 patients (636 non-Hispanic African Americans [45%]; 791 non-Hispanic whites [55%]) enrolled in the Tele-HF (Telemonitoring to Improve Heart Failure Outcomes) trial. Health status was measured with the Kansas City Cardiomyopathy Questionnaire (KCCQ) at baseline and then at 3 and 6 months. Generalized linear mixed models and propensity score methods were used to adjust for clustering within sites and differences between races. RESULTS Although black patients reported better adjusted health status at baseline (black vs. white difference in KCCQ summary scores was 6.22; 95% confidence interval [CI]: 2.98 to 9.46; p < 0.001), after adjusting for patient demographics, comorbidities, clinical laboratory values, and baseline KCCQ score, we detected no significant racial differences in patient-reported health status at 3 months (black vs. white difference in KCCQ score: 2.28; 95% CI: -0.84 to 5.41; p = 0.15) or 6 months (black vs. white difference in KCCQ score: 1.91; 95% CI: -1.31 to 5.13; p = 0.24). CONCLUSIONS Compared with white patients, black patients with HF had better patient-reported health status shortly after HF admission but not at 3 or 6 months. Our study failed to show that black patients were disadvantaged with regard to health status after HF hospitalization. (Tele-HF: Yale Heart Failure Telemonitoring Study; NCT00303212).


PLOS ONE | 2015

Percutaneous Coronary Intervention Utilization and Appropriateness across the United States

Michael P. Thomas; Craig S. Parzynski; Jeptha P. Curtis; Milan Seth; Brahmajee K. Nallamothu; Paul S. Chan; John A. Spertus; Manesh R. Patel; Steven M. Bradley; Hitinder S. Gurm

Background Substantial geographic variation exists in percutaneous coronary intervention (PCI) use across the United States. It is unclear the extent to which high PCI utilization can be explained by PCI for inappropriate indications. The objective of this study was to examine the relationship between PCI rates across regional healthcare markets utilizing hospital referral regions (HRRs) and PCI appropriateness. Methods The number of PCI procedures in each HRR was obtained from the 2010 100% Medicare limited data set. HRRs were divided into quintiles of PCI utilization with increasing rates of utilization progressing to quintile 5. NCDR CathPCI Registry® data were used to evaluate patient characteristics, appropriate use criteria (AUC), and outcomes across the HRR quintiles defined by PCI utilization with the study population restricted to HRRs where ≥ 80% of the PCIs were performed at institutions participating in the registry. PCI appropriateness was defined using 2012 AUC by the American College of Cardiology (ACC)/American Heart Association (AHA)/The Society for Cardiovascular Angiography and Interventions (SCAI). Results Our study cohort comprised of 380,981 patients treated at 178 HRRs. Mean PCI rates per 1,000 increased from 4.6 in Quintile 1 to 10.8 in Quintile 5. The proportion of non-acute PCIs was 27.7% in Quintile 1 increasing to 30.7% in Quintile 5. Significant variation (p < 0.001) existed across the quintiles in the categorization of appropriateness across HRRs of utilization with more appropriate PCI in lower utilization areas (Appropriate: Q1, 76.53%, Q2, 75.326%, Q3, 75.23%, Q4, 73.95%, Q5, 72.768%; Inappropriate: Q1 3.92%, Q2 4.23%, Q3 4.32%, Q4 4.35%, Q5 4.05%; Uncertain: Q1 8.29%, Q2 8.84%, Q3 8.08%, Q4 9.01%, Q5 8.93%; Not Mappable: Q1 11.26%, Q2 11.67%, Q3 12.37%, Q4 12.69%, Q5 14.34%). There was no difference in risk-adjusted mortality across quintiles of PCI utilization. Conclusions Geographic regions with lower PCI rates have a higher proportion of PCIs performed for appropriate indications. Areas that perform more PCIs also appear to perform more elective PCI and many could not be mapped by the AUC.


American Heart Journal | 2015

Procedure timing as a predictor of inhospital adverse outcomes from implantable cardioverter-defibrillator implantation: Insights from the National Cardiovascular Data Registry

Jonathan C. Hsu; Paul D. Varosy; Craig S. Parzynski; Sarwat I. Chaudhry; Thomas A. Dewland; Jeptha P. Curtis; Gregory M. Marcus

BACKGROUND Implantable cardioverter-defibrillator (ICD) procedures performed later in the day and on weekends/holidays may be associated with adverse events due to a variety of factors including operator fatigue, handoffs, reduced staffing, and limited resource availability. We sought to determine whether patients implanted with ICDs in the afternoon/evening and on weekends/holidays are at increased risk for adverse events. METHODS We studied 148,004 first-time ICD recipients in the National Cardiovascular Data Registry-ICD Registry implanted between April 2010 and March 2012. Using hierarchical multivariable logistic regression adjusting for patient, implanting physician, and hospital characteristics, we examined the association between both ICD implant start time and day of week with any complication, a prolonged hospital stay, and mortality. RESULTS Most ICD implants (52.6%; n = 77,853) were performed in the morning (6 am-12 pm) and during the regular workweek (97.5%; n = 144,266). After multivariable adjustment, ICD recipients implanted in the afternoon (12 pm-5 pm)/evening (5 pm-6 am) compared with the morning experienced a greater odds of any complication (odds ratio [OR] 1.08; 95% CI 1.01-1.15; P = .0168), hospital stay >1 day (OR 1.29; 95% CI 1.25-1.33; P < .0001) but not inhospital death (OR 1.06; 95% CI 0.88-1.27; P = .5322). Implantable cardioverter-defibrillator recipients implanted on weekend/holidays compared with the mid-workweek also experienced a significantly greater odds of hospital stay >1 day (OR 1.40; 95% CI 1.29-1.53; P < .0001), no statistically significant differences in total complications (OR 1.14; 95% CI 0.96-1.36; P = .1371), and a trend toward more inhospital death (OR 1.52; 95% CI 0.98-2.38; P = .0642). CONCLUSIONS In a large, real-world population, ICD recipients implanted in the afternoon/evening and on weekends/holidays more often experienced adverse events, particularly prolonged hospital stays.

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John A. Spertus

University of Missouri–Kansas City

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