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Racial/Ethnic Inequities in Access to High-Quality Dialysis Treatment in Chicago: Does Neighborhood Racial/Ethnic Composition Matter?

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Abstract

Objectives

Blacks and Hispanics face a higher incidence rate of end-stage renal disease (ESRD) and tend to experience poorer access to quality health care compared with Whites. Income, education, and insurance coverage differentials are typically identified as risk factors, but neighborhood-level analyses may provide additional insights. We examine whether neighborhood racial composition contributes to racial/ethnic inequities in access to high-quality dialysis care in Chicago.

Methods

Data are drawn from the United States Renal Data System merged to the ESRD Quality Incentive Program file and the American Community Survey (2005–2009) for facility and neighborhood characteristics (N = 2797). Outcomes included (1) spatial access (travel time to dialysis facilities) and (2) realized access (actual use of quality care). Neighborhood racial/ethnic composition was categorized into four types: predominantly White, Black, and Hispanic neighborhoods, and racially integrated neighborhoods.

Results

Blacks lived closer to a dialysis facility but traveled the same distance to their own dialysis compared with Whites. Hispanics had longer travel time to any dialysis than Whites, and the difference between Hispanics and Whites became no longer significant after adjusting for neighborhood racial/ethnic composition. Blacks and Hispanics had better access to a high-quality facility if they lived in integrated neighborhoods (OR = 1.85 and 3.77, respectively, p < 0.01) or in neighborhoods with higher concentrations of their own race/ethnicity (OR = 1.68 for Blacks in Black neighborhoods and 1.92 for Hispanics in Hispanic neighborhoods, p < 0.05) compared with Whites in predominantly White neighborhoods.

Conclusion

Expanding opportunities for Blacks and Hispanics to gain access to racially integrated and minority neighborhoods may help alleviate racial/ethnic inequities in access to quality care among kidney disease patients.

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References

  1. U.S. Renal Data System. USRDS 2018 annual data report: atlas of end-stage renal disease in the United States. Bethesda: National Institutes of Health, National Institute of Diabetes and Digestive and Kidney Diseases; 2018.

    Google Scholar 

  2. Saunders MR, Lee H, Maene C, Schuble T, Cagney KA. Proximity does not equal access: racial disparities in access to high quality dialysis facilities. J Racial Ethn Health Disparities. 2014;1:291–9. https://doi.org/10.1007/s40615-014-0036-0.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Peng RB, Lee H, Ke ZT, Saunders MR. Racial disparities in kidney transplant waitlist appearance in Chicago: is it race or place? Clin Transpl. 2018;32:e13195. https://doi.org/10.1111/ctr.13195.

    Article  Google Scholar 

  4. Saran R, Robinson B, Abbott KC, et al. US renal data system 2016 annual data report: epidemiology of kidney disease in the United States. Am J Kidney Dis. 2017;69:A7–8.

    Article  Google Scholar 

  5. Keith D, Ashby VB, Port FK, Leichtman AB. Insurance type and minority status associated with large disparities in prelisting dialysis among candidates for kidney transplantation. Clin J Am Soc Nephrol. 2008;3:463–70.

    Article  Google Scholar 

  6. Schaeffner ES, Mehta J, Winkelmayer WC. Educational level as a determinant of access to and outcomes after kidney transplantation in the United States. Am J Kidney Dis. 2008;51:811–8.

    Article  Google Scholar 

  7. Williams DR, Collins C. Racial residential segregation: a fundamental cause of racial disparities in health. Public Health Rep. 2001;116:404–16.

    Article  CAS  Google Scholar 

  8. Rodriguez RA, Sen S, Mehta K, Moody-Ayers S, Bacchetti P, O'Hare AM. Geography matters: relationships among urban residential segregation, dialysis facilities, and patient outcomes. Ann Intern Med. 2007;146:493–501.

    Article  Google Scholar 

  9. Prakash S, Rodriguez RA, Austin PC, Saskin R, Fernandez A, Moist LM, et al. Racial composition of residential areas associates with access to pre-ESRD nephrology care. J Am Soc Nephrol. 2010;21:1192–9. https://doi.org/10.1681/ASN.2009101008.

  10. Logan JR, Stults BJ, Farley R. Segregation of minorities in the metropolis: two decades of change. Demography. 2004;41:1–22.

    Article  Google Scholar 

  11. Holloway SR, Wright R, Ellis M. The racially Fragmented City? Neighborhood racial segregation and diversity jointly considered. Prof Geogr. 2012;64:63–82. https://doi.org/10.1080/00330124.2011.585080.

    Article  Google Scholar 

  12. Williams DR, Jackson PB. Social sources of racial disparities in health. Health Aff Proj Hope. 2005;24:325–34. https://doi.org/10.1377/hlthaff.24.2.325.

    Article  Google Scholar 

  13. Pickett KE, Wilkinson RG. People like us: ethnic group density effects on health. Ethn Health. 2008;13:321–34. https://doi.org/10.1080/13557850701882928.

    Article  PubMed  Google Scholar 

  14. Cohen JJ, Gabriel BA, Terrell C. The case for diversity in the health care workforce. Health Aff (Millwood). 2002;21:90–102. https://doi.org/10.1377/hlthaff.21.5.90.

    Article  Google Scholar 

  15. Dinwiddie GY, Gaskin DJ, Chan KS, et al. Residential segregation, geographic proximity and type of services used: evidence for racial/ethnic disparities in mental health. Soc Sci Med. 2013;80:67–75. https://doi.org/10.1016/j.socscimed.2012.11.024.

    Article  PubMed  Google Scholar 

  16. Gaskin DJ, Dinwiddie GY, Chan KS, McCleary R. Residential segregation and disparities in health care services utilization. Med Care Res Rev. 2012;69:158–75. https://doi.org/10.1177/1077558711420263.

    Article  PubMed  Google Scholar 

  17. Bower KM, Thorpe RJ, Rohde C, Gaskin DJ. The intersection of neighborhood racial segregation, poverty, and urbanicity and its impact on food store availability in the United States. Prev Med. 2014;58:33–9.

    Article  Google Scholar 

  18. Morland K, Wing S, Diez Roux A, Poole C. Neighborhood characteristics associated with the location of food stores and food service places. Am J Prev Med. 2002;22:23–9. https://doi.org/10.1016/S0749-3797(01)00403-2.

    Article  PubMed  Google Scholar 

  19. Peralta CA, Shlipak MG, Fan D, Ordoñez J, Lash JP, Chertow GM, et al. Risks for end-stage renal disease, cardiovascular events, and death in Hispanic versus non-Hispanic white adults with chronic kidney disease. J Am Soc Nephrol. 2006;17:2892–9. https://doi.org/10.1681/ASN.2005101122.

  20. The Chicago Metropolitan Agency for Planning (2011) Latino Population Growth Drives Metropolitan Chicago’s Population Growth - CMAP. https://www.cmap.illinois.gov/updates/all/-/asset_publisher/UIMfSLnFfMB6/content/latino-population-growth-drives-metropolitan-chicago-s-population-growth. Accessed 6 Jan 2020

  21. United States Renal Data System (2007) ESRD Incidence and Prevalence

  22. Hwang J, Sampson RJ. Divergent pathways of gentrification: racial inequality and the social order of renewal in Chicago neighborhoods. Am Sociol Rev. 2014;79:726–51. https://doi.org/10.1177/0003122414535774.

    Article  Google Scholar 

  23. Centers for Medicare & Medicaid Services (CMS) HHS, et al. Medicare program; end-stage renal disease prospective payment system. Final rule. Fed Regist. 2010;75:49029.

    Google Scholar 

  24. Zhang X, Lu H, Holt JB. Modeling spatial accessibility to parks: a national study. Int J Health Geogr. 2011;10:31. https://doi.org/10.1186/1476-072X-10-31.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Dai D. Black residential segregation, disparities in spatial access to health care facilities, and late-stage breast cancer diagnosis in Metropolitan Detroit. Health Place. 2010;16:1038–52. https://doi.org/10.1016/j.healthplace.2010.06.012.

    Article  PubMed  Google Scholar 

  26. Luo W, Wang F. Measures of spatial accessibility to health care in a GIS environment: synthesis and a case study in the Chicago region. Environ Plan B Plan Des. 2003;30:865–84.

    Article  Google Scholar 

  27. Martin D, Wrigley H, Barnett S, Roderick P. Increasing the sophistication of access measurement in a rural healthcare study. Health Place. 2002;8:3–13.

    Article  CAS  Google Scholar 

  28. Caldwell JT, Lee H, Cagney KA. Disablement in context: neighborhood characteristics and their association with frailty onset among older adults. J Gerontol Ser B. 2017. https://doi.org/10.1093/geronb/gbx123.

  29. Sampson RJ, Raudenbush SW, Earls F. Neighborhoods and violent crime: a multilevel study of collective efficacy. Science. 1997;277:918–24.

    Article  CAS  Google Scholar 

  30. Schunck R, Perales F. Within-and between-cluster effects in generalized linear mixed models: a discussion of approaches and the xthybrid command. Stata J. 2017;17:89–115.

    Article  Google Scholar 

  31. Tanner-Smith EE, Tipton E. Robust variance estimation with dependent effect sizes: practical considerations including a software tutorial in Stata and SPSS. Res Synth Methods. 2014;5:13–30. https://doi.org/10.1002/jrsm.1091.

    Article  PubMed  Google Scholar 

  32. Denton NA, Massey DS. Residential segregation of blacks, Hispanics, and Asians by socioeconomic status and generation. Soc Sci Q. 1988;69:797.

    Google Scholar 

  33. Kershaw KN, Diez Roux AV, Burgard SA, et al. Metropolitan-level racial residential segregation and black-white disparities in hypertension. Am J Epidemiol. 2011;174:537–45. https://doi.org/10.1093/aje/kwr116.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Altschuler A, Somkin CP, Adler NE. Local services and amenities, neighborhood social capital, and health. Soc Sci Med. 2004;59:1219–29. https://doi.org/10.1016/j.socscimed.2004.01.008.

    Article  PubMed  Google Scholar 

  35. Carpiano RM. Toward a neighborhood resource-based theory of social capital for health: can Bourdieu and sociology help? Soc Sci Med. 2006;62:165–75. https://doi.org/10.1016/j.socscimed.2005.05.020.

    Article  PubMed  Google Scholar 

  36. Saunders MR, Chin MH. Variation in dialysis quality measures by facility, neighborhood and region. Med Care. 2013;51:413.

    Article  Google Scholar 

  37. Plantinga L, Pastan S, Kramer M, McClellan A, Krisher J, Patzer RE. Association of U.S. dialysis facility neighborhood characteristics with facility-level kidney transplantation. Am J Nephrol. 2014;40:164–73. https://doi.org/10.1159/000365596.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Almachraki F, Tuffli M, Lee P, Desmarais M, Shih HC, Nissenson AR, et al. Socioeconomic status of counties where dialysis clinics are located is an important factor in comparing dialysis providers. Popul Health Manag. 2015;19:70–6. https://doi.org/10.1089/pop.2014.0158.

  39. Riley AR. Neighborhood disadvantage, residential segregation, and beyond—lessons for studying structural racism and health. J Racial Ethn Health Disparities. 2018;5:357–65. https://doi.org/10.1007/s40615-017-0378-5.

    Article  PubMed  Google Scholar 

  40. Jansz TT, Bonenkamp AA, Boereboom FTJ, van Reekum F, Verhaar MC, van Jaarsveld B. Health-related quality of life compared between kidney transplantation and nocturnal hemodialysis. PLoS One. 2018;13:e0204405. https://doi.org/10.1371/journal.pone.0204405.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Saunders MR, Lee H, Alexander GC, et al. Racial disparities in reaching the renal transplant waitlist: is geography as important as race? Clin Transpl n/a-n/a. 2015. https://doi.org/10.1111/ctr.12547.

  42. Furth SL, Garg PP, Neu AM, Hwang W, Fivush BA, Powe NR. Racial differences in access to the kidney transplant waiting list for children and adolescents with end-stage renal disease. PEDIATRICS. 2000;106:756–61. https://doi.org/10.1542/peds.106.4.756.

    Article  CAS  PubMed  Google Scholar 

  43. Purnell TS, Luo X, Cooper LA, Massie AB, Kucirka LM, Henderson ML, et al. Association of race and ethnicity with live donor kidney transplantation in the United States from 1995 to 2014. JAMA. 2018;319:49–61. https://doi.org/10.1001/jama.2017.19152.

  44. Ayanian JZ, Cleary PD, Keogh JH, et al. Physicians’ beliefs about racial differences in referral for renal transplantation. Am J Kidney Dis. 2004;43:350–7.

    Article  Google Scholar 

  45. Zhang X, Melanson TA, Plantinga LC, Basu M, Pastan SO, Mohan S, et al. Racial/ethnic disparities in waitlisting for deceased donor kidney transplantation 1 year after implementation of the new national kidney allocation system. Am J Transplant. 2018;18:1936–46. https://doi.org/10.1111/ajt.14748.

  46. Paul S, Plantinga LC, Pastan SO, Gander JC, Mohan S, Patzer RE. Standardized transplantation referral ratio to assess performance of transplant referral among dialysis facilities. Clin J Am Soc Nephrol. 2018;13:282–9. https://doi.org/10.2215/CJN.04690417.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Melanson TA, Hockenberry JM, Plantinga L, Basu M, Pastan S, Mohan S, et al. New kidney allocation system associated with increased rates of transplants among Black and Hispanic patients. Health Aff (Millwood). 2017;36:1078–85. https://doi.org/10.1377/hlthaff.2016.1625.

  48. Lok CE, Oliver MJ. Overcoming barriers to arteriovenous fistula creation and use. Semin Dial. 2003;16:189–96. https://doi.org/10.1046/j.1525-139X.2003.16038.x.

    Article  PubMed  Google Scholar 

  49. Tung EL, Cagney KA, Peek ME, Chin MH. Spatial context and health inequity: reconfiguring race, place, and poverty. J Urban Health. 2017;94:757–63. https://doi.org/10.1007/s11524-017-0210-x.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Chen H-F, Homan S, Carlson E, Popoola T, Radhakrishnan K. The impact of race and neighborhood racial composition on preventable readmissions for diabetic Medicare home health beneficiaries. J Racial Ethn Health Disparities. 2017;4:648–58. https://doi.org/10.1007/s40615-016-0268-2.

    Article  PubMed  Google Scholar 

  51. Bell CN, Thorpe RJ, LaVeist TA. The role of social context in racial disparities in self-rated health. J Urban Health. 2018;95:13–20. https://doi.org/10.1007/s11524-017-0211-9.

    Article  PubMed  Google Scholar 

  52. Gary TL, Stark SA, LaVeist TA. Neighborhood characteristics and mental health among African Americans and Whites living in a racially integrated urban community. Health Place. 2007;13:569–75. https://doi.org/10.1016/j.healthplace.2006.06.001.

    Article  PubMed  Google Scholar 

  53. Ho K, Moy E, Clancy CM. Can incentives to improve quality reduce disparities? Health Serv Res. 2010;45:1–5. https://doi.org/10.1111/j.1475-6773.2009.01076.x.

    Article  PubMed  PubMed Central  Google Scholar 

  54. Chien AT, Chin MH. Incorporating disparity reduction into pay-for-performance. J Gen Intern Med. 2009;24:135–6. https://doi.org/10.1007/s11606-008-0884-6.

    Article  PubMed  Google Scholar 

  55. Saunders MR, Lee H, Chin MH. Early winners and losers in dialysis center pay-for-performance. BMC Health Serv Res. 2017;17:816. https://doi.org/10.1186/s12913-017-2764-4.

    Article  PubMed  PubMed Central  Google Scholar 

  56. Jeffrey M. Timberlake, Elaina Johns-Wolfe, (2017) Neighborhood Ethnoracial Composition and Gentrification in Chicago and New York, 1980 to 2010. Urban Affairs Review 53 (2):236–272.

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Funding

This work was supported by pilot awards from the University of Chicago’s Center for Health Administration Studies (CHAS) and the Population Research Center. H. Lee is supported by an NIH/NIA training grant at the University of Southern California (T32AG000037). J. T. Caldwell was supported by the Agency for Healthcare Research and Quality at the time of this project (4T32-HS78-18). M. R. Saunders is supported by a career development award from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK K23 DK103111).

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Correspondence to Haena Lee.

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Institutional review board (IRB) approval was received from the University of Chicago. For this type of study, formal consent is not required.

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The views expressed in this manuscript are those of the authors and do not necessarily represent the views of the National Institutes of Health and the National Institutes of Diabetes and Digestive and Kidney Diseases. The funders had no role in the study design, collection, analysis, interpretation of data, writing the report, or the decision to submit the report for publication.

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Lee, H., Caldwell, J.T., Maene, C. et al. Racial/Ethnic Inequities in Access to High-Quality Dialysis Treatment in Chicago: Does Neighborhood Racial/Ethnic Composition Matter?. J. Racial and Ethnic Health Disparities 7, 854–864 (2020). https://doi.org/10.1007/s40615-020-00708-8

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