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Rizzolo K, Cervantes L, Wilhalme H, Vasilyev A, Shen JI. Differences in Outcomes by Place of Origin among Hispanic Patients with Kidney Failure. J Am Soc Nephrol 2023; 34:2013-2023. [PMID: 37755821 PMCID: PMC10703086 DOI: 10.1681/asn.0000000000000239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 09/14/2023] [Indexed: 09/28/2023] Open
Abstract
SIGNIFICANCE STATEMENT Hispanic patients are known to have a higher risk of kidney failure and lower rates of home dialysis use and kidney transplantation than non-Hispanic White patients. However, it is unknown whether these outcomes differ within the Hispanic community, which is heterogeneous in its members' places of origins. Using United States Renal Data System data, the authors found similar adjusted rates of home dialysis use for patients originating from places outside the United States and US-born Hispanic patients, whereas the adjusted risk of mortality and likelihood of transplantation differed depending on place (country or territory) of origin. Understanding the heterogeneity in kidney disease outcomes and treatment within the Hispanic community is crucial in designing interventions and implementation strategies to ensure that Hispanic individuals with kidney failure have equitable access to care. BACKGROUND Compared with non-Hispanic White groups, Hispanic individuals have a higher risk of kidney failure yet lower rates of living donor transplantation and home dialysis. However, how home dialysis, mortality, and transplantation vary within the Hispanic community depending on patients' place of origin is unclear. METHODS We identified adult Hispanic patients from the United States Renal Data System who initiated dialysis in 2009-2017. Primary exposure was country or territory of origin (the United States, Mexico, US-Puerto Rico, and other countries). We used logistic regression to estimate differences in odds of initiating home dialysis and competing risk models to estimate subdistribution hazard ratios (SHR) of mortality and kidney transplantation. RESULTS Of 137,039 patients, 44.4% were US-born, 30.9% were from Mexico, 12.9% were from US-Puerto Rico, and 11.8% were from other countries. Home dialysis rates were higher among US-born patients, but not significantly different after adjusting for demographic, medical, socioeconomic, and facility-level factors. Adjusted mortality risk was higher for individuals from US-Puerto Rico (SHR, 1.04; 95% confidence interval [CI], 1.01 to 1.08) and lower for Mexico (SHR, 0.80; 95% CI, 0.78 to 0.81) and other countries (SHR, 0.83; 95% CI, 0.81 to 0.86) compared with US-born patients. The adjusted rate of transplantation for Mexican or US-Puerto Rican patients was similar to that of US-born patients but higher for those from other countries (SHR, 1.22; 95% CI, 1.15 to 1.30). CONCLUSIONS Hispanic people from different places of origin have similar adjusted rates of home dialysis but different adjusted rates of mortality and kidney transplantation. Further research is needed to understand the mechanisms underlying these observed differences in outcomes.
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Affiliation(s)
- Katherine Rizzolo
- Section of Nephrology, Boston University Chobanian and Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Lilia Cervantes
- Department of Medicine, University of Colorado Anschutz Campus, Denver, Colorado
| | - Holly Wilhalme
- David Geffen School of Medicine at University of California, Los Angeles, California, Los Angeles, California
| | - Arseniy Vasilyev
- David Geffen School of Medicine at University of California, Los Angeles, California, Los Angeles, California
| | - Jenny I. Shen
- David Geffen School of Medicine at University of California, Los Angeles, California, Los Angeles, California
- The Lundquist Institute at Harbor-UCLA Medical Center, Torrance, California
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Gender Disparities in Kidney Transplantation Referral Vary by Age and Race – A Multi-Regional Cohort Study in the Southeast US. Kidney Int Rep 2022; 7:1248-1257. [PMID: 35694555 PMCID: PMC9174037 DOI: 10.1016/j.ekir.2022.03.027] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 03/23/2022] [Accepted: 03/28/2022] [Indexed: 11/21/2022] Open
Abstract
Introduction Methods Results Conclusion
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Racial and Ethnic Disparities in Kidney Transplant Access Within a Theoretical Context of Medical Eligibility. Transplantation 2020; 104:1437-1444. [PMID: 31568216 DOI: 10.1097/tp.0000000000002962] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND Non-Hispanic black (NHB) and Hispanic patients have lower access to kidney transplantation compared to non-Hispanic whites (NHWs). We examined whether differences in the prevalence of comorbidities that affect eligibility for transplant contribute to disparities in receipt of transplantation. METHODS We performed a retrospective study of 986 019 adults who started dialysis between 2005 and 2014, according to the United States Renal Data System. We compared prevalence of comorbidities that could influence transplant eligibility by race/ethnicity. We examined time to first transplant by race/ethnicity in this overall cohort and in a very healthy sub-cohort without conditions that could be contraindications to transplantation. RESULTS During 2.3 years of mean follow-up, 64 892 transplants occurred. NHBs and Hispanics had a lower prevalence of medical barriers to transplantation at the time of dialysis initiation than NHWs, including age >70 years (26% in NHB versus 47% in NHW) and malignancy (4% in Hispanics versus 10% in NHWs). Access to transplant was 65% lower (95% CI, 0.33-0.37) in NHBs and 43% lower (95% CI, 0.54-0.62) in Hispanics (versus NHWs) in the first year after end-stage renal disease, but by Year 4, access to transplantation was not statistically significantly different between Hispanics or NHBs (versus NHWs). In our very healthy cohort, racial and ethnic disparities in access to transplantation persisted up to Year 5 in NHBs and Year 4 in Hispanics after end-stage renal disease onset. CONCLUSIONS Differences in medical eligibility do not appear to explain racial/ethnic disparities in receipt of kidney transplantation and may mask the actual magnitude of the inequities that are present.
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Mu Y, Chin AI, Kshirsagar AV, Bang H. Assessing the Impacts of Misclassified Case-Mix Factors on Health Care Provider Profiling: Performance of Dialysis Facilities. INQUIRY: The Journal of Health Care Organization, Provision, and Financing 2020; 57:46958020919275. [PMID: 32478600 PMCID: PMC7265077 DOI: 10.1177/0046958020919275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Quantitative metrics are used to develop profiles of health care institutions, including hospitals, nursing homes, and dialysis clinics. These profiles serve as measures of quality of care, which are used to compare institutions and determine reimbursement, as a part of a national effort led by the Center for Medicare and Medicaid Services in the United States. However, there is some concern about how misclassification in case-mix factors, which are typically accounted for in profiling, impacts results. We evaluated the potential effect of misclassification on profiling results, using 20 744 patients from 2740 dialysis facilities in the US Renal Data System. In this case study, we compared 30-day readmission as the profiling outcome measure, using comorbidity data from either the Center for Medicare and Medicaid Services Medical Evidence Report (error-prone) or Medicare claims (more accurate). Although the regression coefficient of the error-prone covariate demonstrated notable bias in simulation, the outcome measure—standardized readmission ratio—and profiling results were quite robust; for example, correlation coefficient of 0.99 in standardized readmission ratio estimates. Thus, we conclude that misclassification on case-mix did not meaningfully impact overall profiling results. We also identified both extreme degree of case-mix factor misclassification and magnitude of between-provider variability as 2 factors that can potentially exert enough influence on profile status to move a clinic from one performance category to another (eg, normal to worse performer).
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Affiliation(s)
- Yi Mu
- Actelion Pharmaceuticals US, Inc., South San Francisco, CA, USA.,A Janssen Pharmaceutical Company of Johnson & Johnson
| | - Andrew I Chin
- Division of Nephrology, University of California, Davis School of Medicine, Sacramento, USA.,Division of Nephrology, Sacramento VA Medical Center-VA Northern California Health Care System, Mather Field, USA
| | - Abhijit V Kshirsagar
- UNC Kidney Center, Chapel Hill, USA.,Division of Nephrology and Hypertension, University of North Carolina, Chapel Hill, USA
| | - Heejung Bang
- Department of Public Health Sciences, University of California, Davis, USA
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Rivera-Hernandez M, Swaminathan S, Thorsness R, Lee Y, Mehrotra R, Sommers BD, Trivedi AN. Trends in Mortality Among Patients Initiating Maintenance Dialysis in Puerto Rico Compared to US States, 2006-2015. Am J Kidney Dis 2019; 75:296-298. [PMID: 31606231 DOI: 10.1053/j.ajkd.2019.08.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2019] [Accepted: 08/09/2019] [Indexed: 11/11/2022]
Affiliation(s)
- Maricruz Rivera-Hernandez
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI.
| | - Shailender Swaminathan
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI; Providence VA Medical Center, Providence, RI; Public Health Foundation of India, New Delhi, India; SRM University, Amaravati, India
| | - Rebecca Thorsness
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI
| | - Yoojin Lee
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI
| | - Rajnish Mehrotra
- Department of Medicine, University of Washington School of Medicine, Seattle, WA
| | - Benjamin D Sommers
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, MA; Department of Medicine, Brigham and Women's Hospital, Boston, MA
| | - Amal N Trivedi
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI; Providence VA Medical Center, Providence, RI
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Swaminathan S, Sommers BD, Thorsness R, Mehrotra R, Lee Y, Trivedi AN. Association of Medicaid Expansion With 1-Year Mortality Among Patients With End-Stage Renal Disease. JAMA 2018; 320:2242-2250. [PMID: 30422251 PMCID: PMC6417808 DOI: 10.1001/jama.2018.16504] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
IMPORTANCE The Affordable Care Act Medicaid expansion may be associated with reduced mortality, but evidence to date is limited. Patients with end-stage renal disease (ESRD) are a high-risk group that may be particularly affected by Medicaid expansion. OBJECTIVE To examine the association of Medicaid expansion with 1-year mortality among nonelderly patients with ESRD initiating dialysis. DESIGN, SETTING, AND PARTICIPANTS Difference-in-differences analysis of nonelderly patients initiating dialysis in Medicaid expansion and nonexpansion states from January 2011 to March 2017. EXPOSURE Living in a Medicaid expansion state. MAIN OUTCOMES AND MEASURES The primary outcome was 1-year mortality. Secondary outcomes were insurance, predialysis nephrology care, and type of vascular access for hemodialysis. RESULTS A total of 142 724 patients in expansion states (mean age, 50.2 years; 40.2% women) and 93 522 patients in nonexpansion states (mean age, 49.7; 42.4% women) were included. In Medicaid expansion states, 1-year mortality following dialysis initiation declined from 6.9% in the preexpansion period to 6.1% after expansion (change, -0.8 percentage points; 95% CI, -1.1 to -0.5). In nonexpansion states, mortality rates were 7.0% before expansion and 6.8% after expansion (change, -0.2 percentage points; 95% CI, -0.5 to 0.2), yielding an adjusted absolute reduction in mortality in expansion states of -0.6 percentage points (95% CI, -1.0 to -0.2). Mortality reductions were largest for black patients (-1.4 percentage points; 95% CI, -2.2, -0.7; P=.04 for interaction) and patients aged 19 to 44 years (-1.1 percentage points; 95% CI, -2.1 to -0.3; P=.01 for interaction). Expansion was associated with a 10.5-percentage-point (95% CI, 7.7-13.2) increase in Medicaid coverage at dialysis initiation, a -4.2-percentage-point (95% CI, -6.0 to -2.3) decrease in being uninsured, and a 2.3-percentage-point (95% CI, 0.6-4.1) increase in the presence of an arteriovenous fistula or graft. Changes in predialysis nephrology care were not significant. CONCLUSIONS AND RELEVANCE Among patients with ESRD initiating dialysis, living in a state that expanded Medicaid under the Affordable Care Act was associated with lower 1-year mortality. If this association is causal, further research is needed to understand what factors may have contributed to this finding.
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Affiliation(s)
- Shailender Swaminathan
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Providence VA Medical Center, Providence, Rhode Island
- Public Health Foundation of India, New Delhi, India
- SRM University, Amaravati, India
| | - Benjamin D Sommers
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Rebecca Thorsness
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Rajnish Mehrotra
- Department of Medicine, University of Washington School of Medicine, Seattle
| | - Yoojin Lee
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
| | - Amal N Trivedi
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Providence VA Medical Center, Providence, Rhode Island
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Sharief S, Hsu CY. The Transition From the Pre-ESRD to ESRD Phase of CKD: Much Remains to Be Learned. Am J Kidney Dis 2018; 69:8-10. [PMID: 28007193 DOI: 10.1053/j.ajkd.2016.10.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 10/05/2016] [Indexed: 11/11/2022]
Affiliation(s)
- Shimi Sharief
- University of California, San Francisco, San Francisco, California
| | - Chi-Yuan Hsu
- University of California, San Francisco, San Francisco, California.
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Suarez J, Cohen JB, Potluri V, Yang W, Kaplan DE, Serper M, Shah SP, Reese PP. Racial Disparities in Nephrology Consultation and Disease Progression among Veterans with CKD: An Observational Cohort Study. J Am Soc Nephrol 2018; 29:2563-2573. [PMID: 30120108 DOI: 10.1681/asn.2018040344] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 07/20/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Incident rates of ESRD are much higher among black and Hispanic patients than white patients. Access to nephrology care before progression to ESRD is associated with better clinical outcomes among patients with CKD. However, it is unknown whether black or Hispanic patients with CKD experience lower pre-ESRD nephrology consultation rates compared with their white counterparts, or whether such a disparity contributes to worse outcomes among minorities. METHODS We assembled a retrospective cohort of patients with CKD who received care through the Veterans Health Administration from 2003 to 2015, focusing on individuals with incident CKD stage 4 who had an initial eGFR≥60 ml/min per 1.73 m2 followed by two consecutive eGFRs<30 ml/min per 1.73 m2. We repeated analyses among individuals with incident CKD stage 3. Outcomes included nephrology provider referral, nephrology provider visit, progression to CKD stage 5, and mortality. RESULTS We identified 56,767 veterans with CKD stage 4 and 640,704 with CKD stage 3. In both cohorts, rates of nephrology referral and visits were significantly higher among black and Hispanic veterans than among non-Hispanic white veterans. Despite this, both black and Hispanic patients experienced faster progression to CKD stage 5 compared with white patients. Black patients with CKD stage 4 experienced slightly lower mortality than white patients, whereas black patients with CKD stage 3 had a small increased risk of death. CONCLUSIONS Black or Hispanic veterans with CKD are more likely than white patients to see a nephrologist, yet are also more likely to suffer disease progression. Biologic and environmental factors may play a bigger role than nephrology consultation in driving racial disparities in CKD progression.
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Affiliation(s)
- Jonathan Suarez
- Renal-Electrolyte and Hypertension Division, Department of Medicine, and
| | - Jordana B Cohen
- Renal-Electrolyte and Hypertension Division, Department of Medicine, and.,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Vishnu Potluri
- Renal-Electrolyte and Hypertension Division, Department of Medicine, and
| | - Wei Yang
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - David E Kaplan
- Gastroenterology Section, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania; and.,Division of Gastroenterology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Marina Serper
- Gastroenterology Section, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania; and.,Division of Gastroenterology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Siddharth P Shah
- Renal-Electrolyte and Hypertension Division, Department of Medicine, and
| | - Peter Philip Reese
- Renal-Electrolyte and Hypertension Division, Department of Medicine, and .,Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.,Gastroenterology Section, Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia, Pennsylvania; and
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Mu Y, Chin AI, Kshirsagar AV, Bang H. Data concordance between ESRD Medical Evidence Report and Medicare claims: is there any improvement? PeerJ 2018; 6:e5284. [PMID: 30065880 PMCID: PMC6065459 DOI: 10.7717/peerj.5284] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 06/29/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Medicare is one of the world's largest health insurance programs. It provides health insurance to nearly 44 million beneficiaries whose entitlements are based on age, disability, or end-stage renal disease (ESRD). Data of these ESRD beneficiaries are collected in the US Renal Data System (USRDS), which includes comorbidity information entered at the time of dialysis initiation (medical evidence data), and are used to shape health care policy. One limitation of USRDS data is the lack of validation of these medical evidence comorbidities against other comorbidity data sources, such as medical claims data. METHODS We examined the potential for discordance between USRDS Medical Evidence and medical claims data for 11 comorbid conditions amongst Medicare beneficiaries in 2011-2013 via sensitivity, specificity, kappa and hierarchical logistic regression. RESULTS Among 61,280 patients, most comorbid conditions recorded on the Medical Evidence forms showed high specificity (>0.9), compared to prior medical claims as reference standard. However, both sensitivity and kappa statistics varied greatly and tended to be low (most <0.5). Only diabetes appeared accurate, whereas tobacco use and drug dependence showed the poorest quality (sensitivity and kappa <0.1). Institutionalization and patient region of residency were associated with data discordance for six and five comorbidities out of 11, respectively, after conservative adjustment of multiple testing. Discordance appeared to be non-informative for congestive heart failure but was most varied for drug dependence. CONCLUSIONS We conclude that there is no improvement in comorbidity data quality in incident ESRD patients over the last two decades. Since these data are used in case-mix adjustment for outcome and quality of care metrics, the findings in this study should press regulators to implement measures to improve the accuracy of comorbidity data collection.
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Affiliation(s)
- Yi Mu
- Office of Population Health and Accountable Care, UCSF Medical Center, University of California, San Francisco, San Francisco, CA, United States of America
| | - Andrew I. Chin
- Division of Nephrology, University of California, Davis School of Medicine, University of California, Davis, Sacramento, CA, United States of America
- Division of Nephrology, Sacramento VA Medical Center, VA Northern California Health Care Systems, Mather Field, CA, United States of America
| | - Abhijit V. Kshirsagar
- UNC Kidney Center and Division of Nephrology and Hypertension, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Heejung Bang
- Division of Biostatistics, Department of Public Health Sciences, University of California, Davis, Davis, CAUnited States of America
- Center for Healthcare Policy and Research, Davis School of Medicine, University of California, Davis, Sacramento, CA, United States of America
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Lee BJ, Hsu CY, Parikh RV, Leong TK, Tan TC, Walia S, Liu KD, Hsu RK, Go AS. Non-recovery from dialysis-requiring acute kidney injury and short-term mortality and cardiovascular risk: a cohort study. BMC Nephrol 2018; 19:134. [PMID: 29890946 PMCID: PMC5996504 DOI: 10.1186/s12882-018-0924-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Accepted: 05/22/2018] [Indexed: 02/06/2023] Open
Abstract
Background The high mortality and cardiovascular disease (CVD) burden in patients with end-stage renal disease (ESRD) is well-documented. Recent literature suggests that acute kidney injury is also associated with CVD. It is unknown whether patients with incident ESRD due to dialysis-requiring acute kidney injury (AKI-D) are at higher short-term risk for death and CVD events, compared with incident ESRD patients without preceding AKI-D. Few studies have examined the impact of recovery from AKI-D on subsequent CVD risk. Methods In this retrospective cohort study, we evaluated adult members of Kaiser Permanente Northern California who initiated dialysis from January 2009 to September 2015. Preceding AKI-D and subsequent outcomes of death and CVD events (acute coronary syndrome, heart failure, ischemic stroke or transient ischemic attack) were identified from electronic health records. We performed multivariable Cox regression models adjusting for demographics, comorbidities, medication use, and laboratory results. Results Compared to incident ESRD patients who experienced AKI-D (n = 1865), patients with ESRD not due to AKI-D (n = 3772) had significantly lower adjusted rates of death (adjusted hazard ratio [aHR] 0.56, 95% CI: 0.47–0.67) and heart failure hospitalization (aHR 0.45, 0.30–0.70). Compared to AKI-D patients who did not recover and progressed to ESRD, AKI-D patients who recovered (n = 1347) had a 30% lower adjusted relative rate of death (aHR 0.70, 0.55–0.88). Conclusions Patients who transition to ESRD via AKI-D are a high-risk subgroup that may benefit from aggressive monitoring and medical management, particularly for heart failure. Recovery from AKI-D is independently associated with lower short-term mortality.
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Affiliation(s)
- Benjamin J Lee
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA.
| | - Chi-Yuan Hsu
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Rishi V Parikh
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Thomas K Leong
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Thida C Tan
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Sophia Walia
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA
| | - Kathleen D Liu
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA.,Division of Critical Care, Department of Anesthesia, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Raymond K Hsu
- Division of Nephrology, Department of Medicine, University of California, San Francisco, San Francisco, CA, 94143, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, 94612, USA.,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, 94158, USA
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11
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Nee R, Fisher E, Yuan CM, Agodoa LY, Abbott KC. Pre-End-Stage Renal Disease Care and Early Survival among Incident Dialysis Patients in the US Military Health System. Am J Nephrol 2017; 45:464-472. [PMID: 28501861 DOI: 10.1159/000475767] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2016] [Accepted: 03/12/2017] [Indexed: 01/28/2023]
Abstract
BACKGROUND Previous reports showed an increased early mortality after chronic dialysis initiation among the end-stage renal disease (ESRD) population. We hypothesized that ESRD patients in the Military Health System (MHS) would have greater access to pre-ESRD care and hence better survival rates during this early high-risk period. METHODS In this retrospective cohort study, using the US Renal Data System database, we identified 1,256,640 patients initiated on chronic dialysis from January 2, 2004 through December 31, 2014, from which a bootstrap sample of 3,984 non-MHS incident dialysis patients were compared with 996 MHS patients. We assessed care by a nephrologist and dietitian, erythropoietin administration, and vascular access use at dialysis initiation as well as all-cause mortality as outcome variables. RESULTS MHS patients were significantly more likely to have had pre-ESRD nephrology care (adjusted OR [aOR] 2.9; 95% CI 2.3-3.7) and arteriovenous fistula used at dialysis initiation (aOR 2.2; 95% CI 1.7-2.7). Crude mortality rates peaked between the 4th and the 8th week for both cohorts but were reduced among MHS patients. The baseline adjusted Cox model showed significantly lower death rates among MHS vs. non-MHS patients at 6, 9, and 12 months. This survival advantage among MHS patients was attenuated after further adjustment for pre-ESRD nephrology care and dialysis vascular access. CONCLUSIONS MHS patients had improved survival within the first 12 months compared to the general ESRD population, which may be explained in part by differences in pre-ESRD nephrology care and vascular access types.
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Affiliation(s)
- Robert Nee
- Nephrology Service, Walter Reed National Military Medical Center, Bethesda, MD, USA
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12
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Goel N, Kwon C, Zachariah TP, Broker M, Folkert VW, Bauer C, Melamed ML. Vascular access placement in patients with chronic kidney disease Stages 4 and 5 attending an inner city nephrology clinic: a cohort study and survey of providers. BMC Nephrol 2017; 18:28. [PMID: 28095805 PMCID: PMC5240209 DOI: 10.1186/s12882-016-0431-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Accepted: 12/21/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The majority of incident hemodialysis (HD) patients initiate dialysis via catheters. We sought to identify factors associated with initiating hemodialysis with a functioning arterio-venous (AV) access. METHODS We conducted a retrospective chart review of all adult patients, age >18 years seeing a nephrologist with a diagnosis of CKD stage 4 or 5 during the study period between 06/01/2011 and 08/31/2013 to evaluate the placement of an AV access, initiation of dialysis and we conducted a survey of providers about the process. RESULTS The 221 patients (56% female) in the study had median age of 66 years (interquartile range (IQR), 57-75) and were followed for a median of 1.26 years (IQR 0.6-1.68). At study entry, 81%had CKD stage 4 and 19% had CKD stage 5. By the end of study, 48 patients had initiated dialysis. Thirty-four of the patients started dialysis with a catheter (1 failed and 10 maturing AVFs), 9 with an AVF and 5 with an AVG. During the study period, 61 total AV accesses were placed (54 AVF and 7 AVG). A higher urinary protein/ creatinine ratio and a lower eGFR were associated with AV access placement and dialysis initiation. A greater number of nephrology visits were associated with AV access creation but not dialysis initiation. Hospitalizations and hospitalizations with an episode of acute kidney injury (AKI) were strongly associated with dialysis initiation (odds ratio (OR) 13.0 (95% confidence interval (CI) 2.3 to 73.3, p-value = 0.004) and OR 6.6 (95% CI 1.9 to 22.8, p-value = 0.003)). CONCLUSIONS More frequent nephrology clinic visits for patients with a recent hospitalization may improve rates of placement of an AV access. A hospitalization with AKI is strongly associated with the need for dialysis initiation. Nephrologists may not be referring the correct patients to get an AV access surgery.
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Affiliation(s)
- Narender Goel
- Division of Nephrology, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Caroline Kwon
- Department of Internal Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Teena P. Zachariah
- Department of Internal Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Michael Broker
- Department of Internal Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Vaughn W. Folkert
- Division of Nephrology, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Carolyn Bauer
- Division of Nephrology, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
| | - Michal L. Melamed
- Division of Nephrology, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
- Department of Epidemiology and Population Health, Montefiore Medical Center/Albert Einstein College of Medicine, 1300 Morris Park Avenue, Ullmann 615, Bronx, 10461 NY USA
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13
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Nee R, Yuan CM, Hurst FP, Jindal RM, Agodoa LY, Abbott KC. Impact of poverty and race on pre-end-stage renal disease care among dialysis patients in the United States. Clin Kidney J 2016. [PMID: 28638604 PMCID: PMC5469551 DOI: 10.1093/ckj/sfw098] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Background Access to nephrology care prior to end-stage renal disease (ESRD) is significantly associated with lower rates of morbidity and mortality. We assessed the association of area-level and individual-level indicators of poverty and race/ethnicity on pre-ESRD care provided by nephrologists. Methods In this retrospective cohort study using the US Renal Data System database, we identified 739 537 patients initiated on maintenance dialysis from 1 January 2007 through 31 December 2012. We assessed the Medicare–Medicaid dual eligibility status as an indicator of individual-level poverty and ZIP code–level median household income (MHI) data obtained from the 2010 US census. We conducted multivariable logistic regression of pre-ESRD nephrology care as the outcome variable. Results Among patients in the lowest area-level MHI quintile, 61.28% received pre-ESRD nephrology care versus 67.68% among those in higher quintiles (P < 0.001). Similarly, the proportions of dual-eligible and nondual-eligible patients who had pre-ESRD nephrology care were 61.49 and 69.84%, respectively (P < 0.001). Patients in the lowest area-level MHI quintile were associated with significantly lower likelihood of pre-ESRD nephrology care (adjusted odds ratio [aOR] 0.86 [95% confidence interval (CI) 0.85–0.87]) compared with those in higher quintiles. Both African American (AA) and Hispanic patients were significantly less likely to have received pre-ESRD nephrology care [aOR 0.85 (95% CI 0.84–0.86) and aOR 0.72 (95% CI 0.71–0.74), respectively]. Conclusions Individual- and area-level measures of poverty, AA race and Hispanic ethnicity were independently associated with a lower likelihood of pre-ESRD nephrology care. Efforts to improve pre-ESRD nephrology care may require focusing on the poor and minority groups.
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Affiliation(s)
- Robert Nee
- Department of Nephrology, Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD 20889, USA
| | - Christina M Yuan
- Department of Nephrology, Walter Reed National Military Medical Center, 8901 Wisconsin Avenue, Bethesda, MD 20889, USA
| | - Frank P Hurst
- Department of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Rahul M Jindal
- USU-Walter Reed Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD, USA
| | - Lawrence Y Agodoa
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Kevin C Abbott
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
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14
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Malas MS, Wish J, Moorthi R, Grannis S, Dexter P, Duke J, Moe S. A comparison between physicians and computer algorithms for form CMS-2728 data reporting. Hemodial Int 2016; 21:117-124. [PMID: 27353890 DOI: 10.1111/hdi.12445] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION CMS-2728 form (Medical Evidence Report) assesses 23 comorbidities chosen to reflect poor outcomes and increased mortality risk. Previous studies questioned the validity of physician reporting on forms CMS-2728. We hypothesize that reporting of comorbidities by computer algorithms identifies more comorbidities than physician completion, and, therefore, is more reflective of underlying disease burden. METHODS We collected data from CMS-2728 forms for all 296 patients who had incident ESRD diagnosis and received chronic dialysis from 2005 through 2014 at Indiana University outpatient dialysis centers. We analyzed patients' data from electronic medical records systems that collated information from multiple health care sources. Previously utilized algorithms or natural language processing was used to extract data on 10 comorbidities for a period of up to 10 years prior to ESRD incidence. These algorithms incorporate billing codes, prescriptions, and other relevant elements. We compared the presence or unchecked status of these comorbidities on the forms to the presence or absence according to the algorithms. FINDINGS Computer algorithms had higher reporting of comorbidities compared to forms completion by physicians. This remained true when decreasing data span to one year and using only a single health center source. The algorithms determination was well accepted by a physician panel. Importantly, algorithms use significantly increased the expected deaths and lowered the standardized mortality ratios. DISCUSSION Using computer algorithms showed superior identification of comorbidities for form CMS-2728 and altered standardized mortality ratios. Adapting similar algorithms in available EMR systems may offer more thorough evaluation of comorbidities and improve quality reporting.
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Affiliation(s)
- Mohammed Said Malas
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.,Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, Indiana, USA
| | - Jay Wish
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Ranjani Moorthi
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Shaun Grannis
- Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, Indiana, USA
| | - Paul Dexter
- Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, Indiana, USA
| | - Jon Duke
- Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, Indiana, USA
| | - Sharon Moe
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA.,Roudebush Veterans Administration Medical Center, Indianapolis, Indiana, USA
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15
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Harford R, Clark MJ, Norris KC, Yan G. Relationship Between Age and Pre-End Stage Renal Disease Care in Elderly Patients Treated with Maintenance Hemodialysis. Nephrol Nurs J 2016; 43:101-108. [PMID: 27254965 PMCID: PMC4999338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Receipt of pre-end stage renal disease (ESRD) clinical care can improve outcomes for patients treated with maintenance hemodialysis (HD). This study addressed age-related variations in receipt of a composite of recommended care to include nephrologist and dietician care, and use of an arteriovenous fistula at first outpatient maintenance HD. Less than 2% of patients treated with maintenance HD received all three forms of pre-ESRD care, and 63.3% received none of the three elements of care. The mean number of pre-ESRD care elements received by the oldest group (80 years and older) did not differ from the youngest group (less than 55 years), but was less than the 55 to 66 and 67 to 79 years groups; adjusted ratios of 0.93 (0.92 to 0.94; p < 0.001) and 0.94 (0.92 to 0.95; p < 0.001), respectively. A major effort is needed to ensure comprehensive pre-ESRD care for all patients with advanced chronic kidney disease (CKD), especially for the youngest and oldest patient groups, who were less likely to receive recommended pre-ESRD care.
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16
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Hsu RK, Chai B, Roy JA, Anderson AH, Bansal N, Feldman HI, Go AS, He J, Horwitz EJ, Kusek JW, Lash JP, Ojo A, Sondheimer JH, Townsend RR, Zhan M, Hsu CY. Abrupt Decline in Kidney Function Before Initiating Hemodialysis and All-Cause Mortality: The Chronic Renal Insufficiency Cohort (CRIC) Study. Am J Kidney Dis 2016; 68:193-202. [PMID: 26830447 DOI: 10.1053/j.ajkd.2015.12.025] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 12/26/2015] [Indexed: 12/21/2022]
Abstract
BACKGROUND It is not clear whether the pattern of kidney function decline in patients with chronic kidney disease (CKD) may relate to outcomes after reaching end-stage renal disease (ESRD). We hypothesize that an abrupt decline in kidney function prior to ESRD predicts early death after initiating maintenance hemodialysis therapy. STUDY DESIGN Prospective cohort study. SETTING & PARTICIPANTS The Chronic Renal Insufficiency Cohort (CRIC) Study enrolled men and women with mild to moderate CKD. For this study, we studied 661 individuals who developed chronic kidney failure that required hemodialysis therapy initiation. PREDICTORS The primary predictor was the presence of an abrupt decline in kidney function prior to ESRD. We incorporated annual estimated glomerular filtration rates (eGFRs) into a mixed-effects model to estimate patient-specific eGFRs at 3 months prior to initiation of hemodialysis therapy. Abrupt decline was defined as having an extrapolated eGFR≥30mL/min/1.73m(2) at that time point. OUTCOMES All-cause mortality within 1 year after initiating hemodialysis therapy. MEASUREMENTS Multivariable Cox proportional hazards. RESULTS Among 661 patients with CKD initiating hemodialysis therapy, 56 (8.5%) had an abrupt predialysis decline in kidney function and 69 died within 1 year after initiating hemodialysis therapy. After adjustment for demographics, cardiovascular disease, diabetes, and cancer, abrupt decline in kidney function was associated with a 3-fold higher risk for death within the first year of ESRD (adjusted HR, 3.09; 95% CI, 1.65-5.76). LIMITATIONS Relatively small number of outcomes; infrequent (yearly) eGFR determinations; lack of more granular clinical data. CONCLUSIONS Abrupt decline in kidney function prior to ESRD occurred in a significant minority of incident hemodialysis patients and predicted early death in ESRD.
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Affiliation(s)
- Raymond K Hsu
- University of California, San Francisco, San Francisco, CA.
| | - Boyang Chai
- University of Pennsylvania, Philadelphia, PA
| | - Jason A Roy
- University of Pennsylvania, Philadelphia, PA
| | | | | | | | - Alan S Go
- University of California, San Francisco, San Francisco, CA; Division of Research, Kaiser Permanente Northern California, Oakland, CA; Stanford University, Stanford, CA
| | - Jiang He
- Tulane University, New Orleans, LA
| | | | | | | | | | | | | | - Min Zhan
- University of Maryland, Baltimore, MD
| | - Chi-Yuan Hsu
- University of California, San Francisco, San Francisco, CA; Division of Research, Kaiser Permanente Northern California, Oakland, CA
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17
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Dalrymple LS, Mu Y, Nguyen DV, Romano PS, Chertow GM, Grimes B, Kaysen GA, Johansen KL. Risk Factors for Infection-Related Hospitalization in In-Center Hemodialysis. Clin J Am Soc Nephrol 2015; 10:2170-80. [PMID: 26567370 PMCID: PMC4670763 DOI: 10.2215/cjn.03050315] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2015] [Accepted: 09/01/2015] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND OBJECTIVES Infection-related hospitalizations have increased dramatically over the last 10 years in patients receiving in-center hemodialysis. Patient and dialysis facility characteristics associated with the rate of infection-related hospitalization were examined, with consideration of the region of care, rural-urban residence, and socioeconomic status. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS The US Renal Data System linked to the American Community Survey and Rural-Urban Commuting Area codes was used to examine factors associated with hospitalization for infection among Medicare beneficiaries starting in-center hemodialysis between 2005 and 2008. A Poisson mixed effects model was used to examine the associations among patient and dialysis facility characteristics and the rate of infection-related hospitalization. RESULTS Among 135,545 Medicare beneficiaries, 38,475 (28%) had at least one infection-related hospitalization. The overall rate of infection-related hospitalization was 40.2 per 100 person-years. Age ≥ 85 years old, cancer, chronic obstructive pulmonary disease, inability to ambulate or transfer, drug dependence, residence in a care facility, serum albumin <3.5 g/dl at dialysis initiation, and dialysis initiation with an access other than a fistula were associated with a ≥ 20% increase in the rate of infection-related hospitalization. Patients residing in isolated small rural compared with urban areas had lower rates of hospitalization for infection (rate ratio, 0.91; 95% confidence interval, 0.86 to 0.97), and rates of hospitalization for infection varied across the ESRD networks. Measures of socioeconomic status (at the zip code level), total facility staffing, and the composition of staff (percentage of nurses) were not associated with the rate of hospitalization for infection. CONCLUSIONS Patient and facility factors associated with higher rates of infection-related hospitalization were identified. The findings from this study can be used to identify patients at higher risk for infection and inform the design of infection prevention strategies.
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Affiliation(s)
| | - Yi Mu
- Health Sciences, University of California, Davis, California
| | - Danh V Nguyen
- Department of Medicine, University of California, Irvine, California
| | | | - Glenn M Chertow
- Department of Medicine, Stanford University School of Medicine, Palo Alto, California
| | | | | | - Kirsten L Johansen
- Departments of Epidemiology and Biostatistics and Nephrology Section San Francisco Department of Veterans Affairs Medical Center, San Francisco, California Medicine, University of California, San Francisco, California; and
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18
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Gillespie BW, Morgenstern H, Hedgeman E, Tilea A, Scholz N, Shearon T, Burrows NR, Shahinian VB, Yee J, Plantinga L, Powe NR, McClellan W, Robinson B, Williams DE, Saran R. Nephrology care prior to end-stage renal disease and outcomes among new ESRD patients in the USA. Clin Kidney J 2015; 8:772-80. [PMID: 26613038 PMCID: PMC4655805 DOI: 10.1093/ckj/sfv103] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 09/22/2015] [Indexed: 12/22/2022] Open
Abstract
Background Longer nephrology care before end-stage renal disease (ESRD) has been linked with better outcomes. Methods We investigated whether longer pre-end-stage renal disease (ESRD) nephrology care was associated with lower mortality at both the patient and state levels among 443 761 incident ESRD patients identified in the USA between 2006 and 2010. Results Overall, 33% of new ESRD patients had received no prior nephrology care, while 28% had received care for >12 months. At the patient level, predictors of >12 months of nephrology care included having health insurance, white race, younger age, diabetes, hypertension and US region. Longer pre-ESRD nephrology care was associated with lower first-year mortality (adjusted hazard ratio = 0.58 for >12 months versus no care; 95% confidence interval 0.57–0.59), higher albumin and hemoglobin, choice of peritoneal dialysis and native fistula and discussion of transplantation options. Living in a state with a 10% higher proportion of patients receiving >12 months of pre-ESRD care was associated with a 9.3% lower relative mortality rate, standardized for case mix (R2 = 0.47; P < 0.001). Conclusions This study represents the largest cohort of incident ESRD patients to date. Although we did not follow patients before ESRD onset, our findings, both at the individual patient and state levels, reflect the importance of early nephrology care among those with chronic kidney disease.
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Affiliation(s)
- Brenda W Gillespie
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Biostatistics , University of Michigan , Ann Arbor, MI , USA ; Center for Statistical Consultation and Research, University of Michigan , Ann Arbor, MI , USA
| | - Hal Morgenstern
- Department of Epidemiology , University of Michigan School of Public Health , Ann Arbor, MI , USA ; Department of Environmental Health Sciences , University of Michigan School of Public Health , Ann Arbor, MI , USA ; Department of Urology , University of Michigan Medical School , Ann Arbor, MI , USA
| | | | - Anca Tilea
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Internal Medicine , University of Michigan , Ann Arbor, MI , USA
| | - Natalie Scholz
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Biostatistics , University of Michigan , Ann Arbor, MI , USA
| | - Tempie Shearon
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Biostatistics , University of Michigan , Ann Arbor, MI , USA
| | - Nilka Rios Burrows
- Division of Diabetes Translation , Centers for Disease Control and Prevention , Atlanta, GA , USA
| | - Vahakn B Shahinian
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Internal Medicine , University of Michigan , Ann Arbor, MI , USA
| | - Jerry Yee
- Henry Ford Health System , Detroit, MI , USA
| | - Laura Plantinga
- Department of Epidemiology , Emory University , Atlanta, GA , USA
| | - Neil R Powe
- Department of Medicine , San Francisco General Hospital and University of California , San Francisco, CA , USA
| | | | - Bruce Robinson
- Arbor Research Collaborative for Health , Ann Arbor, MI , USA
| | - Desmond E Williams
- Division of Diabetes Translation , Centers for Disease Control and Prevention , Atlanta, GA , USA
| | - Rajiv Saran
- Kidney Epidemiology and Cost Center , University of Michigan , Ann Arbor, MI , USA ; Department of Epidemiology , University of Michigan School of Public Health , Ann Arbor, MI , USA ; Department of Internal Medicine , University of Michigan , Ann Arbor, MI , USA
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19
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O’Shaughnessy MM, Erickson KF. Measuring Comorbidity in Patients Receiving Dialysis: Can We Do Better? Am J Kidney Dis 2015. [DOI: 10.1053/j.ajkd.2015.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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20
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Krishnan M, Weinhandl ED, Jackson S, Gilbertson DT, Lacson E. Comorbidity Ascertainment From the ESRD Medical Evidence Report and Medicare Claims Around Dialysis Initiation: A Comparison Using US Renal Data System Data. Am J Kidney Dis 2015; 66:802-12. [DOI: 10.1053/j.ajkd.2015.04.015] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 04/05/2015] [Indexed: 11/11/2022]
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21
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Yan G, Cheung AK, Greene T, Yu AJ, Oliver MN, Yu W, Ma JZ, Norris KC. Interstate Variation in Receipt of Nephrologist Care in US Patients Approaching ESRD: Race, Age, and State Characteristics. Clin J Am Soc Nephrol 2015; 10:1979-88. [PMID: 26450930 DOI: 10.2215/cjn.02800315] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 07/13/2015] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Although multiple factors influence access to nephrologist care in patients with CKD stages 4-5, the geographic determinants within the United States are incompletely understood. In this study, we examined interstate differences in nephrologist care among patients approaching ESRD. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS This national, population-based analysis included 373,986 adult patients from the US Renal Data System, who initiated maintenance dialysis between 2005 and 2009. Multilevel logistic regression was used to examine interstate variation in nephrologist care (≥12 months before ESRD) for overall and four race-age subpopulations (black or white and older or younger than 65 years). RESULTS The average state-level probability of having received nephrologist care in all states combined was 28.8% (95% confidence interval, 25.2% to 32.7%) overall and was lowest (24.3%) in the younger black subpopulation. Even at these lower levels, state-level probabilities varied considerably across states in overall and subpopulations (all P<0.001). Overall, excluding the states in the upper and lower five percentiles, the remaining states had a probability of receiving care that varied from 18.5% to 41.9%. The lower probability of receiving nephrologist care for blacks than whites among younger patients noted in most states was attenuated in older patients. Geographically, all New England states and most Midwest states had higher than average probability, whereas most Middle Atlantic and Southern states had lower than average probability. After controlling for patient factors, three state-characteristic categories, including general healthcare access measured by percentage of uninsured persons and Medicaid program performance scores, preventive care measured by percentage of receiving recommended preventive care, and socioeconomic status, contributed 55%-66% of interstate variation. CONCLUSIONS Patients living in states with better health service and socioeconomic characteristics were more likely to receive predialysis nephrologist care. The reported national black-white difference in nephrologist care was primarily driven by younger black patients being the least likely to receive care.
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Affiliation(s)
- Guofen Yan
- Departments of Public Health Sciences and
| | - Alfred K Cheung
- Divisions of Nephrology and Hypertension and Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, Utah
| | - Tom Greene
- Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Alison J Yu
- Keck School of Medicine, University of Southern California, Los Angeles, California; and
| | - M Norman Oliver
- Family Medicine, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Wei Yu
- Departments of Public Health Sciences and
| | | | - Keith C Norris
- Department of Medicine, Geffen School of Medicine, University of California, Los Angeles, California
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22
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Ramanathan V, Winkelmayer WC. Timing of Dialysis Initiation—Do Health Care Setting or Provider Incentives Matter? Clin J Am Soc Nephrol 2015. [DOI: 10.2215/cjn.07260715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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23
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Yu MK, O'Hare AM, Batten A, Sulc CA, Neely EL, Liu CF, Hebert PL. Trends in Timing of Dialysis Initiation within Versus Outside the Department of Veterans Affairs. Clin J Am Soc Nephrol 2015. [PMID: 26206891 DOI: 10.2215/cjn.12731214] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES The secular trend toward dialysis initiation at progressively higher levels of eGFR is not well understood. This study compared temporal trends in eGFR at dialysis initiation within versus outside the Department of Veterans Affairs (VA)-the largest non-fee-for-service health system in the United States. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS The study used linked data from the US Renal Data System, VA, and Medicare to compare temporal trends in eGFR at dialysis initiation between 2000 and 2009 (n=971,543). Veterans who initiated dialysis within the VA were compared with three groups who initiated dialysis outside the VA: (1) veterans whose dialysis was paid for by the VA, (2) veterans whose dialysis was not paid for by the VA, and (3) nonveterans. Logistic regression was used to estimate average predicted probabilities of dialysis initiation at an eGFR≥10 ml/min per 1.73 m(2). RESULTS The adjusted probability of starting dialysis at an eGFR≥10 ml/min per 1.73 m(2) increased over time for all groups but was lower for veterans who started dialysis within the VA (0.31; 95% confidence interval [95% CI], 0.30 to 0.32) than for those starting outside the VA, including veterans whose dialysis was (0.36; 95% CI, 0.35 to 0.38) and was not (0.40; 95% CI, 0.40 to 0.40) paid for by the VA and nonveterans (0.39; 95% CI, 0.39 to 0.39). Differences in eGFR at initiation within versus outside the VA were most pronounced among older patients (P for interaction <0.001) and those with a higher risk of 1-year mortality (P for interaction <0.001). CONCLUSIONS Temporal trends in eGFR at dialysis initiation within the VA mirrored those in the wider United States dialysis population, but eGFR at initiation was consistently lowest among those who initiated within the VA. Differences in eGFR at initiation within versus outside the VA were especially pronounced in older patients and those with higher 1-year mortality risk.
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Affiliation(s)
- Margaret K Yu
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington; Division of Nephrology, Department of Medicine, and Kidney Research Institute, Seattle, Washington
| | - Ann M O'Hare
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington; Division of Nephrology, Department of Medicine, and Kidney Research Institute, Seattle, Washington
| | - Adam Batten
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Christine A Sulc
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Emily L Neely
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Chuan-Fen Liu
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington; Department of Health Services, University of Washington School of Public Health, Seattle, Washington; and
| | - Paul L Hebert
- Veterans Affairs Health Services Research and Development Center of Excellence, Veterans Affairs Puget Sound Health Care System, Seattle, Washington; Department of Health Services, University of Washington School of Public Health, Seattle, Washington; and
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24
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Hao H, Lovasik BP, Pastan SO, Chang HH, Chowdhury R, Patzer RE. Geographic variation and neighborhood factors are associated with low rates of pre-end-stage renal disease nephrology care. Kidney Int 2015; 88:614-21. [PMID: 25901471 DOI: 10.1038/ki.2015.118] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Revised: 02/13/2015] [Accepted: 02/26/2015] [Indexed: 11/09/2022]
Abstract
Geographic variation of pre-end-stage renal disease (pre-ESRD) nephrology care has not been studied across the United States. Here we sought to identify geographic differences in pre-ESRD care, assess for county-level geographic and sociodemographic risk factors, and correlate with patient outcomes using facility-level mortality. Patients from 5387 dialysis facilities across the United States from 2007 to 2010 were included from the Dialysis Facility Report. Marginal generalized estimating equations were used for modeling with geographic cluster analysis to detect clusters of facilities with low rates of pre-ESRD care. On average, 67% of patients received pre-ESRD care in the United States but with significant variability across regions ranging from 3 to 99%. Five geographic clusters of facilities with low rates of pre-ESRD care were the metropolitan areas of San Francisco, Los Angeles, Chicago, Miami, and Baltimore, along with Southern states along the Mississippi River. Dialysis facilities with the lowest rates of pre-ESRD care were more likely to be located in urban counties with high African-American populations and low educational attainment. A 10% higher proportion of patients receiving pre-ESRD care was associated with 1.3% lower patient mortality as reflected by facility-level mortality. Thus, geographic and sociodemographic factors can be used to design quality improvement initiatives to increase access to nephrology care nationwide and improve patient outcomes.
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Affiliation(s)
- Hua Hao
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | | | - Stephen O Pastan
- Renal Division, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA.,Emory Transplant Center, Atlanta, Georgia, USA
| | - Howard H Chang
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Atlanta, Georgia, USA
| | - Ritam Chowdhury
- Department of Biostatistics, Harvard School of Public Health, Boston, Massachusetts, USA.,Department of Global Health, Rollins School of Public Health, Atlanta, Georgia, USA
| | - Rachel E Patzer
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.,Emory Transplant Center, Atlanta, Georgia, USA.,Department of Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
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25
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Bowling CB, Zhang R, Franch H, Huang Y, Mirk A, McClellan WM, Johnson TM, Kutner NG. Underreporting of nursing home utilization on the CMS-2728 in older incident dialysis patients and implications for assessing mortality risk. BMC Nephrol 2015; 16:32. [PMID: 25880589 PMCID: PMC4408561 DOI: 10.1186/s12882-015-0021-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 02/20/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The usage of nursing home (NH) services is a marker of frailty among older adults. Although the Centers for Medicare & Medicaid Services (CMS) revised the Medical Evidence Report Form CMS-2728 in 2005 to include data collection on NH institutionalization, the validity of this item has not been reported. METHODS There were 27,913 patients ≥ 75 years of age with incident end-stage renal disease (ESRD) in 2006, which constituted our analysis cohort. We determined the accuracy of the CMS-2728 using a matched cohort that included the CMS Minimum Data Set (MDS) 2.0, often employed as a "gold standard" metric for identifying patients receiving NH care. We calculated sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) for the CMS-2728 NH item. Next, we compared characteristics and mortality risk by CMS-2728 and MDS NH status agreement. RESULTS The sensitivity, specificity, PPV and NPV of the CMS-2728 for NH status were 33%, 97%, 80% and 79%, respectively. Compared to those without the MDS or CMS-2728 NH indicator (No MDS/No 2728), multivariable adjusted hazard ratios (95% confidence interval) for mortality associated with NH status were 1.55 (1.46 - 1.64) for MDS/2728, 1.48 (1.42 - 1.54) for MDS/No 2728, and 1.38 (1.25 - 1.52) for No MDS/2728. NH utilization was more strongly associated with mortality than other CMS-2728 items in the model. CONCLUSIONS The CMS-2728 underestimated NH utilization among older adults with incident ESRD. The potential for misclassification may have important ramifications for assessing prognosis, developing advanced care plans and providing coordinated care.
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Affiliation(s)
- C Barrett Bowling
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center, Atlanta Veterans Affairs Medical Center, 1670 Clairmont Road (11B), Decatur, GA, 30033, USA.
- Division of General Medicine and Geriatrics, Department of Medicine, Emory University, Atlanta, GA, USA.
| | - Rebecca Zhang
- United States Renal Data System, Rehabilitation/Quality of Life Special Studies Center, Emory University, Atlanta, GA, USA.
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA.
| | - Harold Franch
- Division of Renal Medicine, Department of Medicine, Emory University, Atlanta, GA, USA.
- Subspecialty Service Line, Atlanta Veterans Affairs Medical Center, Decatur, GA, USA.
| | - Yijian Huang
- United States Renal Data System, Rehabilitation/Quality of Life Special Studies Center, Emory University, Atlanta, GA, USA.
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, USA.
| | - Anna Mirk
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center, Atlanta Veterans Affairs Medical Center, 1670 Clairmont Road (11B), Decatur, GA, 30033, USA.
- Division of General Medicine and Geriatrics, Department of Medicine, Emory University, Atlanta, GA, USA.
| | - William M McClellan
- Departments of Medicine and Epidemiology, Emory University, Atlanta, GA, USA.
| | - Theodore M Johnson
- Birmingham/Atlanta Geriatric Research, Education, and Clinical Center, Atlanta Veterans Affairs Medical Center, 1670 Clairmont Road (11B), Decatur, GA, 30033, USA.
- Division of General Medicine and Geriatrics, Department of Medicine, Emory University, Atlanta, GA, USA.
| | - Nancy G Kutner
- United States Renal Data System, Rehabilitation/Quality of Life Special Studies Center, Emory University, Atlanta, GA, USA.
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Arce CM, Lenihan CR, Montez-Rath ME, Winkelmayer WC. Comparison of longer-term outcomes after kidney transplantation between Hispanic and non-Hispanic whites in the United States. Am J Transplant 2015; 15:499-507. [PMID: 25556854 DOI: 10.1111/ajt.13043] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Revised: 09/16/2014] [Accepted: 10/04/2014] [Indexed: 01/25/2023]
Abstract
Little is known about the longer-term kidney transplant outcomes in the rapidly growing Hispanic population. Using the United States Renal Data System, we identified 105 250 Caucasian patients who received a first kidney transplant between January 1, 1996 and December 31, 2010. We tested for differences between Hispanic and non-Hispanic patients in the outcomes of (1) mortality, (2) all-cause graft failure, and (3) graft failure excluding death with a functioning graft. We used Cox regression to estimate (with 95% confidence intervals) multivariable-adjusted cause-specific hazard ratios (aHRCS ) for mortality and all-cause graft failure and subdistribution hazard ratios (aHRSD ) accounting for death as a competing risk for graft failure excluding death with a functioning graft. Both mortality [aHRCS = 0.69 (0.65-0.73)] and all-cause graft failure [aHRCS = 0.79 (0.75-0.83)] were lower in Hispanics. The association between Hispanic ethnicity and graft failure excluding death was modified by age (p < 0.003). Compared with non-Hispanic whites, graft failure excluding death with a functioning graft did not differ in Hispanics aged 18-39 years [aHRSD = 0.96 (0.89-1.05)] or aged 40-59 years [aHRSD = 1.08 (1.00-1.16)], but was 13% lower in those aged ≥60 years [aHRSD = 0.87 (0.78-0.98)]. In conclusion, once accounting for differences in overall survival, better graft survival was found in older Hispanic patients, but among not those aged <60 years.
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Affiliation(s)
- C M Arce
- Department of Medicine, Division of Nephrology, Ohio State University School of Medicine, Columbus, OH; Department of Medicine, Division of Nephrology, Stanford University School of Medicine, Palo Alto, CA
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Harford R, Clark MJ, Norris KC, Yan G. Relationship Between Age and Timely Placement of Vascular Access In Incident Patients on Hemodialysis. Nephrol Nurs J 2014; 41:507-11, 518. [PMID: 25802137 PMCID: PMC4364540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
BACKGROUND AND PURPOSE Placement of an arteriovenous fistula (AV) prior to initiating hemodialysis can affect clinical outcomes for patients who subsequently initiate chronic hemodialysis treatments. Age-related variation in receipt of a functioning A TF prior to initiating hemodialysis is not well known. The purpose of this study was to examine age-related rates in use of AVF at the first outpatient hemodialysis treatment among U.S. incident patients on hemodialysis. FINDINGS Among 526,145 patients identified, the use of AVF outpatient hemodialysis treatment was lower in the youngest (younger than 55 years) and oldest (80 years and older) vs. both 55 to 66-year and 67 to 79-year age groups. These findings persisted after adjusting for demographics, lifestyle behavior, employment and insurance status, physical/functional conditions, and co-morbid conditions. CONCLUSIONS The presence of a functioning AVF at initial hemodialysis treatment varies by age. Modifying healthcare policy and/or expanding the role of nephrology nurses should be considered to address this issue.
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Kurella-Tamura M, Goldstein BA, Hall YN, Mitani AA, Winkelmayer WC. State medicaid coverage, ESRD incidence, and access to care. J Am Soc Nephrol 2014; 25:1321-9. [PMID: 24652791 DOI: 10.1681/asn.2013060658] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
The proportion of low-income nonelderly adults covered by Medicaid varies widely by state. We sought to determine whether broader state Medicaid coverage, defined as the proportion of each state's low-income nonelderly adult population covered by Medicaid, associates with lower state-level incidence of ESRD and greater access to care. The main outcomes were incidence of ESRD and five indicators of access to care. We identified 408,535 adults aged 20-64 years, who developed ESRD between January 1, 2001, and December 31, 2008. Medicaid coverage among low-income nonelderly adults ranged from 12.2% to 66.0% (median 32.5%). For each additional 10% of the low-income nonelderly population covered by Medicaid, there was a 1.8% (95% confidence interval, 1.0% to 2.6%) decrease in ESRD incidence. Among nonelderly adults with ESRD, gaps in access to care between those with private insurance and those with Medicaid were narrower in states with broader coverage. For a 50-year-old white woman, the access gap to the kidney transplant waiting list between Medicaid and private insurance decreased by 7.7 percentage points in high (>45%) versus low (<25%) Medicaid coverage states. Similarly, the access gap to transplantation decreased by 4.0 percentage points and the access gap to peritoneal dialysis decreased by 3.8 percentage points in high Medicaid coverage states. In conclusion, states with broader Medicaid coverage had a lower incidence of ESRD and smaller insurance-related access gaps.
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Affiliation(s)
- Manjula Kurella-Tamura
- Geriatrics Research Education & Clinical Center, Veterans Affairs Palo Alto Health Care System, Palo Alto, California; Division of Nephrology and
| | - Benjamin A Goldstein
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Palo Alto, California; and
| | - Yoshio N Hall
- Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington
| | - Aya A Mitani
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Palo Alto, California; and
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Solid CA, Collins AJ, Ebben JP, Chen SC, Faravardeh A, Foley RN, Ishani A. Agreement of reported vascular access on the medical evidence report and on medicare claims at hemodialysis initiation. BMC Nephrol 2014; 15:30. [PMID: 24507475 PMCID: PMC3922277 DOI: 10.1186/1471-2369-15-30] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2013] [Accepted: 02/02/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The choice of vascular access type is an important aspect of care for incident hemodialysis patients. However, data from the Centers for Medicare & Medicaid Services (CMS) Medical Evidence Report (form CMS-2728) identifying the first access for incident patients have not previously been validated. Medicare began requiring that vascular access type be reported on claims in July 2010. We aimed to determine the agreement between the reported vascular access at initiation from form CMS-2728 and from Medicare claims. METHODS This retrospective study used a cohort of 9777 patients who initiated dialysis in the latter half of 2010 and were eligible for Medicare at the start of renal replacement therapy to compare the vascular access type reported on form CMS-2728 with the type reported on Medicare outpatient dialysis claims for the same patients. For each patient, the reported access from each data source was compiled; the percent agreement represented the percent of patients for whom the access was the same. Multivariate logistic analysis was performed to identify characteristics associated with the agreement of reported access. RESULTS The two data sources agreed for 94% of patients, with a Kappa statistic of 0.83, indicating an excellent level of agreement. Further, we found no evidence to suggest that agreement was associated with the patient characteristics of age, sex, race, or primary cause of renal failure. CONCLUSION These results suggest that vascular access data as reported on form CMS-2728 are valid and reliable for use in research studies.
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Affiliation(s)
- Craig A Solid
- United States Renal Data System, Minneapolis Medical Research Foundation, 914 South 8th Street, Suite S4,100, Minneapolis, Minnesota 55404, USA.
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Slinin Y, Guo H, Li S, Liu J, Morgan B, Ensrud K, Gilbertson DT, Collins AJ, Ishani A. Provider and care characteristics associated with timing of dialysis initiation. Clin J Am Soc Nephrol 2014; 9:310-7. [PMID: 24436477 DOI: 10.2215/cjn.04190413] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES There is a trend in the United States to maintenance dialysis initiation at higher levels of estimated GFR. This study aimed to determine whether provider characteristics and pre-ESRD nephrology care and vascular access are independently associated with higher estimated GFR at initiation. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS This retrospective cohort study used US Renal Data System data for patients who initiated dialysis in 2006 (n=83,621) and American Medical Association Physician Master File data for provider characteristics. Patient characteristics and estimated GFR were defined, and providers at dialysis initiation were identified. Earlier dialysis initiation was defined as initiation at estimated GFR>10 ml/min per 1.73 m(2). Nephrologist density per 100 ESRD patients was calculated by Health Service Area in 2006. Associations between provider characteristics and estimated GFR were determined using logistic regression and linear regression models, accounting for provider clustering. RESULTS Of the cohort, 47.8% of patients initiated dialysis at estimated GFR>10 ml/min per 1.73 m(2), and 16.2% of patients initiated dialysis at estimated GFR≥15 ml/min per 1.73 m(2). Predialysis nephrologist care for 0-12 months was associated with greater odds of earlier initiation compared with no care. Patients initiating with an arteriovenous fistula or graft were more likely to initiate earlier than patients initiating with a catheter. Provider sex was not associated with timing of dialysis initiation as measured by estimated GFR. Care by providers who graduated from nondomestic medical schools was associated with greater odds of earlier initiation. Greater provider experience was associated with lower likelihood of earlier initiation. CONCLUSION This study supports the hypothesis that provider factors are associated with timing of dialysis initiation in the United States.
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Affiliation(s)
- Yelena Slinin
- Primary Care Service Line, Veterans Administration Health Care System, Minneapolis, Minnesota;, †Department of Medicine, University of Minnesota, Minneapolis, Minnesota, ‡Chronic Disease Research Group, Minneapolis Medical Research Foundation, Minneapolis, Minnesota
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Hall YN, Xu P, Chertow GM, Himmelfarb J. Characteristics and performance of minority-serving dialysis facilities. Health Serv Res 2013; 49:971-91. [PMID: 24354718 DOI: 10.1111/1475-6773.12144] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To examine the structure, processes, and outcomes of American dialysis facilities that predominantly treat racial-ethnic minority patients. DATA SOURCES/STUDY SETTING Secondary analysis of data from all patients who initiated dialysis during 2005-2008 in the United States. STUDY DESIGN In this retrospective cohort study, we examined the associations of the racial-ethnic composition of the dialysis facility with facility-level survival and achievement of performance targets for anemia and dialysis adequacy. DATA COLLECTION/EXTRACTION METHODS We obtained dialysis facility- and patient-level data from the national data registry of patients with end-stage renal disease. We linked these data with clinical performance measures from the Centers for Medicare and Medicaid Services. PRINCIPAL FINDINGS Overall, minority-serving facilities were markedly larger, more often community based, and less likely to offer home dialysis than facilities serving predominantly white patients. A significantly higher proportion of minority-serving dialysis facilities exhibited worse than expected survival as compared with facilities serving predominantly white patients (p < .001 for each). However, clinical performance measures for anemia and dialysis adequacy were similar across minority-serving status. CONCLUSIONS While minority-serving facilities generally met dialysis performance targets mandated by Medicare, they exhibited worse than expected patient survival.
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Affiliation(s)
- Yoshio N Hall
- Kidney Research Institute, University of Washington, Seattle, WA
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Arce CM, Goldstein BA, Mitani AA, Lenihan CR, Winkelmayer WC. Differences in access to kidney transplantation between Hispanic and non-Hispanic whites by geographic location in the United States. Clin J Am Soc Nephrol 2013; 8:2149-57. [PMID: 24115195 DOI: 10.2215/cjn.01560213] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
BACKGROUND AND OBJECTIVES Hispanic patients undergoing chronic dialysis are less likely to receive a kidney transplant compared with non-Hispanic whites. This study sought to elucidate disparities in the path to receipt of a deceased donor transplant between Hispanic and non-Hispanic whites. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Using the US Renal Data System, 417,801 Caucasians who initiated dialysis between January 1, 1995 and December 31, 2007 with follow-up through 2008 were identified. This study investigated time from first dialysis to first kidney transplantation, time from first dialysis to waitlisting, and time from waitlisting to kidney transplantation. Multivariable Cox regression estimated cause-specific hazard ratios (HRCS) and subdistribution (competing risk) hazard ratios (HRSD) for Hispanics versus non-Hispanic whites. RESULTS Hispanics experienced lower adjusted rates of deceased donor kidney transplantation than non-Hispanic whites (HRCS, 0.77; 95% confidence interval [95% CI], 0.75 to 0.80) measured from dialysis initiation. No meaningful differences were found in time from dialysis initiation to placement on the transplant waitlist. Once waitlisted, Hispanics had lower adjusted rates of deceased donor kidney transplantation (HRCS, 0.66; 95% CI, 0.64 to 0.68), and the association attenuated once accounting for competing risks (HRSD, 0.79; 95% CI, 0.77 to 0.81). Additionally controlling for blood type and organ procurement organization further reduced the disparity (HRSD, 0.99; 95% CI, 0.96 to 1.02). CONCLUSIONS After accounting for geographic location and controlling for competing risks (e.g., Hispanic survival advantage), the disparity in access to deceased donor transplantation was markedly attenuated among Hispanics compared with non-Hispanic whites. To overcome the geographic disparities that Hispanics encounter in the path to transplantation, organ allocation policy revisions are needed to improve donor organ equity.
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Affiliation(s)
- Cristina M Arce
- Divisions of Nephrology and, †General Medical Disciplines, Department of Medicine, Stanford University School of Medicine, Palo Alto, California
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Kurella Tamura M, Li S, Chen SC, Cavanaugh KL, Whaley-Connell AT, McCullough PA, Mehrotra RL. Educational programs improve the preparation for dialysis and survival of patients with chronic kidney disease. Kidney Int 2013; 85:686-92. [PMID: 24067435 DOI: 10.1038/ki.2013.369] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2013] [Revised: 07/19/2013] [Accepted: 08/15/2013] [Indexed: 11/09/2022]
Abstract
Preparation for end-stage renal disease (ESRD) is widely acknowledged to be suboptimal in the United States. We sought to determine whether participation in a kidney disease screening and education program resulted in improved ESRD preparation and survival in 595 adults who developed ESRD after participating in the National Kidney Foundation Kidney Early Evaluation Program (KEEP), a community-based screening and education program. Non-KEEP patients were selected from a national ESRD registry and matched to KEEP participants based on demographic and clinical characteristics. The main outcomes were pre-ESRD nephrologist care, placement of permanent vascular access, use of peritoneal dialysis, pre-emptive transplant wait listing, transplantation, and mortality after ESRD. Participation in KEEP was associated with significantly higher rates of pre-ESRD nephrologist care (76.0% vs. 69.3%), peritoneal dialysis (10.3% vs. 6.4%), pre-emptive transplant wait listing (24.2% vs. 17.1%), and transplantation (9.7% vs. 6.4%) but not with higher rates of permanent vascular access (23.4% vs. 20.1%). Participation in KEEP was associated with a lower risk for mortality (hazard ratio 0.80), but this was not statistically significant after adjusting for ESRD preparation. Thus, participation in a voluntary community kidney disease screening and education program was associated with higher rates of ESRD preparation and survival.
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Affiliation(s)
- Manjula Kurella Tamura
- 1] VA Palo Alto Health Care System, Geriatrics Research Education and Clinical Center, Palo Alto, California, USA [2] Division of Nephrology, Stanford University School of Medicine, Palo Alto, California, USA
| | - Suying Li
- Chronic Disease Research Group, Minneapolis Medical Research Foundation, Minneapolis, Minneapolis, USA
| | - Shu-Cheng Chen
- Chronic Disease Research Group, Minneapolis Medical Research Foundation, Minneapolis, Minneapolis, USA
| | - Kerri L Cavanaugh
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Adam T Whaley-Connell
- Research Service, Harry S Truman Memorial Veterans Hospital and Division of Nephrology and Hypertension, University of Missouri-Columbia School of Medicine, Columbia, Missouri, USA
| | - Peter A McCullough
- St John Providence Health System, Providence Park Heart Institute, Novi, Michigan, USA
| | - Rajnish L Mehrotra
- Harborview Medical Center and Kidney Research Institute, Division of Nephrology, University of Washington, Seattle, Washington, USA
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Purnell TS, Xu P, Leca N, Hall YN. Racial differences in determinants of live donor kidney transplantation in the United States. Am J Transplant 2013; 13:1557-65. [PMID: 23669021 PMCID: PMC4282921 DOI: 10.1111/ajt.12258] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2012] [Revised: 03/08/2013] [Accepted: 03/15/2013] [Indexed: 01/25/2023]
Abstract
Few studies have compared determinants of live donor kidney transplantation (LDKT) across all major US racial-ethnic groups. We compared determinants of racial-ethnic differences in LDKT among 208 736 patients who initiated treatment for end-stage kidney disease during 2005-2008. We performed proportional hazards and bootstrap analyses to estimate differences in LDKT attributable to sociodemographic and clinical factors. Mean LDKT rates were lowest among blacks (1.19 per 100 person-years [95% CI: 1.12-1.26]), American Indians/Alaska Natives-AI/ANs (1.40 [1.06-1.84]) and Pacific Islanders (1.10 [0.78-1.84]), intermediate among Hispanics (2.53 [2.39-2.67]) and Asians (3.89 [3.51-4.32]), and highest among whites (6.46 [6.31-6.61]). Compared with whites, the largest proportion of the disparity among blacks (20%) and AI/ANs (29%) was attributed to measures of predialysis care, while the largest proportion among Hispanics (14%) was attributed to health insurance coverage. Contextual poverty accounted for 16%, 4%, 18%, and 6% of the disparity among blacks, Hispanics, AI/ANs and Pacific Islanders but none of the disparity among Asians. In the United States, significant disparities in rates of LDKT persist, but determinants of these disparities vary by race-ethnicity. Efforts to expand preESKD insurance coverage, to improve access to high-quality predialysis care and to overcome socioeconomic barriers are important targets for addressing disparities in LDKT.
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Affiliation(s)
- T. S. Purnell
- Division of General Internal Medicine, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD,Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, MD,Corresponding author: Tanjala S. Purnell,
| | - P. Xu
- Kidney Research Institute, Department of Medicine, University of Washington, Seattle, Washington
| | - N. Leca
- Kidney–Pancreas Transplant Section, Division of Nephrology, University of Washington, Seattle, WA
| | - Y. N. Hall
- Kidney Research Institute, Department of Medicine, University of Washington, Seattle, Washington
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Winkelmayer WC, Kurella Tamura M. Predialyis nephrology care of older individuals approaching end-stage renal disease. Semin Dial 2013; 25:628-32. [PMID: 23173891 DOI: 10.1111/sdi.12036] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Many older patients with advanced CKD approaching ESRD do not receive timely nephrology care, although data suggest that the situation may be improving. In 2005-2008, 43% of older patients who initiated renal replacement therapy had experienced an outpatient nephrologist consultation more than 1 year before starting treatment. Earlier consultation with a nephrologist has been found to provide better access to peritoneal dialysis and kidney transplantation, better preparation for the chosen dialytic modality, and improved survival after start of dialysis or receipt of a kidney transplant. Recent data suggest that older individuals are less likely to receive treatment for ESRD compared with younger individuals in whom almost all receive dialysis treatment or transplantation. Little is known about the role nephrologists play in the decision whether to initiate dialysis or choose a conservative route among older adults with ESRD. Defining the appropriate role and involvement of nephrologists in the decision about initiating renal replacement therapy in older adults seems ripe for further investigation and discussion.
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Affiliation(s)
- Wolfgang C Winkelmayer
- Division of Nephrology, Stanford University School of Medicine, Palo Alto, California 94304, USA.
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Arce CM, Goldstein BA, Mitani AA, Winkelmayer WC. Trends in relative mortality between Hispanic and non-Hispanic whites initiating dialysis: a retrospective study of the US Renal Data System. Am J Kidney Dis 2013; 62:312-21. [PMID: 23647836 DOI: 10.1053/j.ajkd.2013.02.375] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2012] [Accepted: 02/26/2013] [Indexed: 01/28/2023]
Abstract
BACKGROUND Hispanic patients undergoing long-term dialysis experience better survival compared with non-Hispanic whites. It is unknown whether this association differs by age, has changed over time, or is due to differential access to kidney transplantation. STUDY DESIGN National retrospective cohort study. SETTING & PARTICIPANTS Using the US Renal Data System, we identified 615,618 white patients 18 years or older who initiated dialysis therapy between January 1, 1995, and December 31, 2007. PREDICTORS Hispanic ethnicity (vs non-Hispanic whites), year of end-stage renal disease incidence, age (as potential effect modifier). OUTCOMES All-cause and cause-specific mortality. RESULTS We found that Hispanics initiating dialysis therapy experienced lower mortality, but age modified this association (P < 0.001). Compared with non-Hispanic whites, mortality in Hispanics was 33% lower at ages 18-39 years (adjusted cause-specific HR [HRcs], 0.67; 95% CI, 0.64-0.71) and 40-59 years (HRcs, 0.67; 95% CI, 0.66-0.68), 19% lower at ages 60-79 years (HRcs, 0.81; 95% CI, 0.80-0.82), and 6% lower at 80 years or older (HRcs, 0.94; 95% CI, 0.91-0.97). Accounting for the differential rates of kidney transplantation, the associations were attenuated markedly in the younger age strata; the survival benefit for Hispanics was reduced from 33% to 10% at ages 18-39 years (adjusted subdistribution-specific HR [HRsd], 0.90; 95% CI, 0.85-0.94) and from 33% to 19% among those aged 40-59 years (HRsd, 0.81; 95% CI, 0.80-0.83). LIMITATIONS Inability to analyze Hispanic subgroups that may experience heterogeneous mortality outcomes. CONCLUSIONS Overall, Hispanics experienced lower mortality, but differential access to kidney transplantation was responsible for much of the apparent survival benefit noted in younger Hispanics.
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Affiliation(s)
- Cristina M Arce
- Division of Nephrology, Department of Medicine, Stanford University School of Medicine, Palo Alto, CA, USA.
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Maripuri S, Ikizler TA, Cavanaugh KL. Prevalence of pre-end-stage renal disease care and associated outcomes among urban, micropolitan, and rural dialysis patients. Am J Nephrol 2013; 37:274-80. [PMID: 23548738 DOI: 10.1159/000348377] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2012] [Accepted: 01/24/2013] [Indexed: 11/19/2022]
Abstract
BACKGROUND/AIMS Pre-end-stage renal disease (ESRD) care is associated with improved outcomes among patients receiving dialysis. It is unknown what proportion of US micropolitan and rural dialysis patients receive pre-ESRD care and benefit from such care when compared to urban. METHODS A retrospective cohort study was performed using data from the US Renal Data System. Patients ≥18 years old who initiated dialysis in 2006 and 2007 were classified as rural, micropolitan or urban and the prevalence of pre-ESRD care (early nephrology care >6 months, permanent vascular access, -dietary education) was determined using the medical evidence report. The association of pre-ESRD care with dialysis mortality and transplantation was assessed using Cox regression with stratification for geographic residence. RESULTS Of 204,463 dialysis patients, 80% were urban, 10.2% were micropolitan and 9.8% were rural. Overall attainment of pre-ESRD care was poor. After adjustment, there were no significant geographic differences in attainment of early nephrology care or permanent dialysis access. Receiving care reduced all-cause mortality and increased the likelihood of transplantation to a similar degree regardless of geographic residence. Both micropolitan and rural patients received less dietary education (relative risk = 0.80, 95% CI = 0.76-0.84 and relative risk = 0.85, 95% CI = 0.80-0.89, respectively). CONCLUSION Among patients who receive dialysis, the prevalence of early nephrology care and permanent dialysis access is poor and does not vary by geographic residence. Micropolitan and rural patients receive less dietary education despite an observed mortality benefit, suggesting that barriers may exist to quality dietary care in more remote locations.
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Affiliation(s)
- Saugar Maripuri
- Division of Nephrology and Hypertension, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
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Yan G, Cheung AK, Ma JZ, Yu AJ, Greene T, Oliver MN, Yu W, Norris KC. The associations between race and geographic area and quality-of-care indicators in patients approaching ESRD. Clin J Am Soc Nephrol 2013; 8:610-8. [PMID: 23493380 DOI: 10.2215/cjn.07780812] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND OBJECTIVES Pre-ESRD care is an important predictor of outcomes in patients undergoing long-term dialysis. This study examined the extent of variation in receiving pre-ESRD care and black-white disparities across urban and rural counties. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Participants were 404,622 non-Hispanic white and black patients aged >18 years who began dialysis between 2005 and 2010 and resided in 3076 counties from the U.S. Renal Data System. The counties were grouped into large metropolitan, medium/small metropolitan, suburban, and rural counties. Pre-ESRD care indicators included receipt of nephrologist care at least 6 or 12 months before ESRD, dietitian care, use of arteriovenous fistula at first outpatient dialysis session, and use of erythropoiesis-stimulating agents (ESAs) in patients with hemoglobin level < 10 g/dl. RESULTS Large metropolitan and rural counties had lower percentages of patients who received pre-ESRD nephrologist care (25.7% and 26.9% for nephrologist care > 12 months), compared with the higher percentage in medium/small metropolitan counties (31.6%; both P<0.001). For both races, nonmetropolitan patients had poorer access to dietitian care and lower ESA use than metropolitan patients. Consistently in all four geographic areas, black patients received less care than their white counterparts. The unadjusted odds ratios of black versus white patients in receiving nephrologist care for >12 months before ESRD were 0.66 (95% confidence interval [CI], 0.61-0.72) in large metropolitan counties and 0.79 (95% CI, 0.69-0.90) in rural counties. The patterns remained, albeit attenuated, after adjustment for patient factors. CONCLUSIONS The receipt of pre-ESRD care, with blacks receiving less care, varies among geographic areas defined by urban/rural characteristics.
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Affiliation(s)
- Guofen Yan
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville, VA 22908, USA.
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Beaubrun AC, Kanda E, Bond TC, McClellan WM. Form CMS-2728 data versus erythropoietin claims data: implications for quality of care studies. Ren Fail 2012; 35:320-6. [PMID: 23227806 DOI: 10.3109/0886022x.2012.747967] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Medical Evidence Report Form CMS-2728 data is frequently used to study US dialysis patients, but the validity of these data have been called into question. We compared predialysis erythropoietin use as recorded on Form CMS-2728 with claims data as part of an assessment of quality of care among hemodialysis patients. Medicare claims were linked to Form CMS-2728 data for 18,870 patients. Dialysis patients, 67 years old or older, who started dialysis from 1 June 2005 to 31 May 2007 were eligible. Logistic and multivariate regressions were used to compare the use of either Form CMS-2728 or the corresponding claims data to predict mortality and the probability of meeting target hemoglobin levels. The sensitivity, specificity, and kappa coefficient for the predialysis erythropoietin indicator were 58.0%, 78.4%, and 0.36, respectively. Patients with a predialysis erythropoietin claim were less likely to die compared with patients without a claim (odds ratio = 0.80 and 95% confidence interval = 0.74-0.87), but there was no relationship observed between predialysis care and death using only Form CMS-2728 predictors. At the facility level, a predialysis erythropoietin claim was associated with a 0.085 increase in the rate of meeting target hemoglobin levels compared with patients without a claim (p = 0.041), but no statistically significant relationship was observed when using the Form CMS-2728 indicators. The agreement between Form CMS-2728 and claims data is poor and discordant results are observed when comparing the use of these data sources to predict health outcomes. Facilities with higher agreement between the two data sources may provide greater quality of care.
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Affiliation(s)
- Anne C Beaubrun
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599-7573, USA.
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