Skip to main content
Top
Published in: Journal of Urban Health 5/2017

01-10-2017

Neighborhood Inequalities in Hepatitis C Mortality: Spatial and Temporal Patterns and Associated Factors

Authors: Mary M. Ford, Payal S. Desai, Gil Maduro, Fabienne Laraque

Published in: Journal of Urban Health | Issue 5/2017

Login to get access

Abstract

Deaths attributable to hepatitis C (HCV) infection are increasing in the USA even as highly effective treatments become available. Neighborhood-level inequalities create barriers to care and treatment for many vulnerable populations. We seek to characterize citywide trends in HCV mortality rates over time and identify and describe neighborhoods in New York City (NYC) with disproportionately high rates and associated factors. We used a multiple cause of death (MCOD) definition for HCV mortality. Cases identified between January 1, 2006, and December 31, 2014, were geocoded to NYC census tracts (CT). We calculated age-adjusted HCV mortality rates and identified spatial clustering using a local Moran’s I test. Temporal trends were analyzed using joinpoint regression. A multistep global and local Poisson modeling approach was used to test for neighborhood associations with sociodemographic indicators. During the study period, 3697 HCV-related deaths occurred in NYC, with an average annual percent increase of 2.6% (p = 0.02). The HCV mortality rates ranged from 0 to 373.6 per 100,000 by CT, and cluster analysis identified significant clustering of HCV mortality (I = 0.23). Regression identified positive associations between HCV mortality and the proportion of non-Hispanic black or Hispanic residents, neighborhood poverty, education, and non-English-speaking households. Local regression estimates identified spatially varying patterns in these associations. The rates of HCV mortality in NYC are increasing and vary by neighborhood. HCV mortality is associated with many indicators of geographic inequality. Results identified neighborhoods in greatest need for place-based interventions to address social determinants that may perpetuate inequalities in HCV mortality.
Literature
1.
go back to reference Ly KN, Xing J, Klevens RM, Jiles RB, Ward JW, Holmberg SD. The increasing burden of mortality from viral hepatitis in the United States between 1999 and 2007. Ann Intern Med. 2012;156(4):271–8.CrossRefPubMed Ly KN, Xing J, Klevens RM, Jiles RB, Ward JW, Holmberg SD. The increasing burden of mortality from viral hepatitis in the United States between 1999 and 2007. Ann Intern Med. 2012;156(4):271–8.CrossRefPubMed
2.
go back to reference Oramasionwu CU, Toliver JC, Johnson TL, Moore HN, Frei CR. National trends in hospitalization and mortality rates for patients with HIV, HCV, or HIV/HCV coinfection from 1996-2010 in the United States: a cross-sectional study. BMC Infect Dis. 2014;14:536.CrossRefPubMedPubMedCentral Oramasionwu CU, Toliver JC, Johnson TL, Moore HN, Frei CR. National trends in hospitalization and mortality rates for patients with HIV, HCV, or HIV/HCV coinfection from 1996-2010 in the United States: a cross-sectional study. BMC Infect Dis. 2014;14:536.CrossRefPubMedPubMedCentral
3.
go back to reference Pinchoff J, Drobnik A, Bornschlegel K, et al. Deaths among people with hepatitis C in New York City, 2000-2011. Clin Infect Dis. 2014;58(8):1047–54.CrossRefPubMed Pinchoff J, Drobnik A, Bornschlegel K, et al. Deaths among people with hepatitis C in New York City, 2000-2011. Clin Infect Dis. 2014;58(8):1047–54.CrossRefPubMed
4.
go back to reference Razavi H, Elkhoury AC, Elbasha E, et al. Chronic hepatitis C virus (HCV) disease burden and cost in the United States. Hepatology. 2013;57(6):2164–70.CrossRefPubMedPubMedCentral Razavi H, Elkhoury AC, Elbasha E, et al. Chronic hepatitis C virus (HCV) disease burden and cost in the United States. Hepatology. 2013;57(6):2164–70.CrossRefPubMedPubMedCentral
5.
go back to reference Moorman AC, Xing J, Ko S, et al. Late diagnosis of hepatitis C virus infection in the Chronic Hepatitis Cohort Study (CHeCS): missed opportunities for intervention. Hepatology. 2015;61(5):1479–84.CrossRefPubMed Moorman AC, Xing J, Ko S, et al. Late diagnosis of hepatitis C virus infection in the Chronic Hepatitis Cohort Study (CHeCS): missed opportunities for intervention. Hepatology. 2015;61(5):1479–84.CrossRefPubMed
6.
go back to reference Spradling PR, Rupp L, Moorman AC, et al. Hepatitis B and C virus infection among 1.2 million persons with access to care: factors associated with testing and infection prevalence. Clin Infect Dis. 2012;55(8):1047–55.CrossRefPubMed Spradling PR, Rupp L, Moorman AC, et al. Hepatitis B and C virus infection among 1.2 million persons with access to care: factors associated with testing and infection prevalence. Clin Infect Dis. 2012;55(8):1047–55.CrossRefPubMed
7.
go back to reference Schaeffer S, Khalili M. Reasons for HCV non-treatment in underserved African Americans: implications for treatment with new therapeutics. Ann Hepatol. 2015;14(2):234–42.PubMedPubMedCentral Schaeffer S, Khalili M. Reasons for HCV non-treatment in underserved African Americans: implications for treatment with new therapeutics. Ann Hepatol. 2015;14(2):234–42.PubMedPubMedCentral
8.
go back to reference Armstrong GL, Wasley A, Simard EP, McQuillan GM, Kuhnert WL, Alter MJ. The prevalence of hepatitis C virus infection in the United States, 1999 through 2002. Ann Intern Med. 2006;144(10):705–14.CrossRefPubMed Armstrong GL, Wasley A, Simard EP, McQuillan GM, Kuhnert WL, Alter MJ. The prevalence of hepatitis C virus infection in the United States, 1999 through 2002. Ann Intern Med. 2006;144(10):705–14.CrossRefPubMed
9.
go back to reference Stepanova M, Kanwal F, El-Serag HB, Younossi ZM. Insurance status and treatment candidacy of hepatitis C patients: analysis of population-based data from the United States. Hepatology. 2011;53(3):737–45.CrossRefPubMed Stepanova M, Kanwal F, El-Serag HB, Younossi ZM. Insurance status and treatment candidacy of hepatitis C patients: analysis of population-based data from the United States. Hepatology. 2011;53(3):737–45.CrossRefPubMed
10.
go back to reference Tohme RA, Xing J, Liao Y, Holmberg SD. Hepatitis C testing, infection, and linkage to care among racial and ethnic minorities in the United States, 2009-2010. Am J Public Health. 2013;103(1):112–9.CrossRefPubMedPubMedCentral Tohme RA, Xing J, Liao Y, Holmberg SD. Hepatitis C testing, infection, and linkage to care among racial and ethnic minorities in the United States, 2009-2010. Am J Public Health. 2013;103(1):112–9.CrossRefPubMedPubMedCentral
11.
go back to reference Levin KA, Dundas R, Miller M, McCartney G. Socioeconomic and geographic inequalities in adolescent smoking: a multilevel cross-sectional study of 15 year olds in Scotland. Soc Sci Med. 2014;107:162–70.CrossRefPubMedPubMedCentral Levin KA, Dundas R, Miller M, McCartney G. Socioeconomic and geographic inequalities in adolescent smoking: a multilevel cross-sectional study of 15 year olds in Scotland. Soc Sci Med. 2014;107:162–70.CrossRefPubMedPubMedCentral
12.
go back to reference Watson T. Inequality and the measurement of residential segregation by income in American neighborhoods. Rev Income Wealth. 2009;55(3):820–44.CrossRef Watson T. Inequality and the measurement of residential segregation by income in American neighborhoods. Rev Income Wealth. 2009;55(3):820–44.CrossRef
14.
go back to reference Parchman ML. Small area variation analysis: a tool for primary care research. Fam Med. 1995;27(4):272–6.PubMed Parchman ML. Small area variation analysis: a tool for primary care research. Fam Med. 1995;27(4):272–6.PubMed
15.
go back to reference Diehr P, Cain K, Ye Z, Abdul-Salam F. Small area variation analysis. Methods for comparing several diagnosis-related groups. Med Care. 1993;31(5 Suppl):YS45–53.PubMed Diehr P, Cain K, Ye Z, Abdul-Salam F. Small area variation analysis. Methods for comparing several diagnosis-related groups. Med Care. 1993;31(5 Suppl):YS45–53.PubMed
16.
go back to reference Miranda ML, Ferranti J, Strauss B, Neelon B, Califf RM. Geographic health information systems: a platform to support the ‘triple aim’. Health Aff (Millwood). 2013;32(9):1608–15.CrossRef Miranda ML, Ferranti J, Strauss B, Neelon B, Califf RM. Geographic health information systems: a platform to support the ‘triple aim’. Health Aff (Millwood). 2013;32(9):1608–15.CrossRef
17.
go back to reference Pickett KE, Pearl M. Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review. J Epidemiol Community Health. 2001;55(2):111–22.CrossRefPubMedPubMedCentral Pickett KE, Pearl M. Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review. J Epidemiol Community Health. 2001;55(2):111–22.CrossRefPubMedPubMedCentral
18.
go back to reference Balter S, Stark JH, Kennedy J, Bornschlegel K, Konty K. Estimating the prevalence of hepatitis C infection in New York City using surveillance data. Epidemiol Infect. 2014;142(2):262–9.CrossRefPubMed Balter S, Stark JH, Kennedy J, Bornschlegel K, Konty K. Estimating the prevalence of hepatitis C infection in New York City using surveillance data. Epidemiol Infect. 2014;142(2):262–9.CrossRefPubMed
19.
go back to reference Greene SK, Levin-Rector A, Hadler JL, Fine AD. Disparities in reportable communicable disease incidence by census tract-level poverty, New York City, 2006-2013. Am J Public Health. 2015;105(9):e27–34.CrossRefPubMedPubMedCentral Greene SK, Levin-Rector A, Hadler JL, Fine AD. Disparities in reportable communicable disease incidence by census tract-level poverty, New York City, 2006-2013. Am J Public Health. 2015;105(9):e27–34.CrossRefPubMedPubMedCentral
20.
go back to reference United States Census Bureau. State and County QuickFacts. Data derived from Population Estimates, American Community Survey, Census of Population and Housing, County Business Patterns, Economic Census, Survey of Business Owners, Building Permits, Census of Governments 2015. United States Census Bureau. State and County QuickFacts. Data derived from Population Estimates, American Community Survey, Census of Population and Housing, County Business Patterns, Economic Census, Survey of Business Owners, Building Permits, Census of Governments 2015.
21.
go back to reference New York City Census FactFinder. Department of City Planning. New York, NY: The City of New York; 2015. New York City Census FactFinder. Department of City Planning. New York, NY: The City of New York; 2015.
22.
go back to reference O’Campo P. Invited commentary: advancing theory and methods for multilevel models of residential neighborhoods and health. Am J Epidemiol. 2003;157(1):9–13.CrossRefPubMed O’Campo P. Invited commentary: advancing theory and methods for multilevel models of residential neighborhoods and health. Am J Epidemiol. 2003;157(1):9–13.CrossRefPubMed
23.
go back to reference World Health Organization. International Classification of Diseases. 10th Revision. Geneva, Canton of Geneva: World Health Organization; 1998. World Health Organization. International Classification of Diseases. 10th Revision. Geneva, Canton of Geneva: World Health Organization; 1998.
24.
go back to reference Mahajan R, Xing J, Liu SJ, et al. Mortality among persons in care with hepatitis C virus infection: the Chronic Hepatitis Cohort Study (CHeCS), 2006-2010. Clin Infect Dis. 2014;58(8):1055–61.CrossRefPubMed Mahajan R, Xing J, Liu SJ, et al. Mortality among persons in care with hepatitis C virus infection: the Chronic Hepatitis Cohort Study (CHeCS), 2006-2010. Clin Infect Dis. 2014;58(8):1055–61.CrossRefPubMed
25.
go back to reference Meyers DJ, Hood ME, Stopka TJ. HIV and hepatitis C mortality in Massachusetts, 2002-2011: spatial cluster and trend analysis of HIV and HCV using multiple cause of death. PLoS One. 2014;9(12):e114822.CrossRefPubMedPubMedCentral Meyers DJ, Hood ME, Stopka TJ. HIV and hepatitis C mortality in Massachusetts, 2002-2011: spatial cluster and trend analysis of HIV and HCV using multiple cause of death. PLoS One. 2014;9(12):e114822.CrossRefPubMedPubMedCentral
26.
go back to reference Geo Portal [computer program]. New York, New York: The City of New York; 2009. Geo Portal [computer program]. New York, New York: The City of New York; 2009.
27.
go back to reference RJ, Schoenborn CA. Age adjustment using the 2000 projected U.S. population. Healthy People Statistical Notes, no. 20. Hyattsville: National Center for Health Statistics; 2001. RJ, Schoenborn CA. Age adjustment using the 2000 projected U.S. population. Healthy People Statistical Notes, no. 20. Hyattsville: National Center for Health Statistics; 2001.
28.
go back to reference US Census Bureau. 2009–2013 American Community Survey 5-year estimates. Am Fact Finder. US Census Bureau. 2009–2013 American Community Survey 5-year estimates. Am Fact Finder.
29.
go back to reference Kim HJ, Fay MP, Feuer EJ, Midthune DN. Permutation tests for joinpoint regression with applications to cancer rates. Stat Med. 2000;19(3):335–51.CrossRefPubMed Kim HJ, Fay MP, Feuer EJ, Midthune DN. Permutation tests for joinpoint regression with applications to cancer rates. Stat Med. 2000;19(3):335–51.CrossRefPubMed
30.
go back to reference Weisent J, Rohrbach B, Dunn JR. Socioeconomic determinants of geographic disparities in campylobacteriosis risk: a comparison of global and local modeling approaches. Int J Health Geogr. 2012;11(1):45.CrossRefPubMedPubMedCentral Weisent J, Rohrbach B, Dunn JR. Socioeconomic determinants of geographic disparities in campylobacteriosis risk: a comparison of global and local modeling approaches. Int J Health Geogr. 2012;11(1):45.CrossRefPubMedPubMedCentral
31.
go back to reference Nakaya T, Fotheringham AS, Brunsdon C, Charlton M. Geographically weighted Poisson regression for disease association mapping. Stat Med. 2005;24(17):2695–717.CrossRefPubMed Nakaya T, Fotheringham AS, Brunsdon C, Charlton M. Geographically weighted Poisson regression for disease association mapping. Stat Med. 2005;24(17):2695–717.CrossRefPubMed
32.
go back to reference Hogrebe MC, Tate WF. Place, poverty, and algebra: a statewide comparative spatial analysis of variable relationships. J Math Educ Teach.Coll. 2012;3(2):12–24. Hogrebe MC, Tate WF. Place, poverty, and algebra: a statewide comparative spatial analysis of variable relationships. J Math Educ Teach.Coll. 2012;3(2):12–24.
33.
go back to reference Wheeler D, Tiefelsdorf M. Multicollinearity and correlation among local regression coefficients in geographically weighted regression. J Geogr Syst. 2005;7(2):161–87.CrossRef Wheeler D, Tiefelsdorf M. Multicollinearity and correlation among local regression coefficients in geographically weighted regression. J Geogr Syst. 2005;7(2):161–87.CrossRef
34.
go back to reference Nakaya T, Fotheringham A, Charlton M, Brundson C. Semiparametric geographically weighted generalised linear modelling: The concept and implementation using GWR4. In: Brunsdon C, Singleton A, editors. Geocomputation: A Practical Primer. Sage: London; 2014. Nakaya T, Fotheringham A, Charlton M, Brundson C. Semiparametric geographically weighted generalised linear modelling: The concept and implementation using GWR4. In: Brunsdon C, Singleton A, editors. Geocomputation: A Practical Primer. Sage: London; 2014.
35.
go back to reference Alter MJ, Kruszon-Moran D, Nainan OV, et al. The prevalence of hepatitis C virus infection in the United States, 1988 through 1994. N Engl J Med. 1999;341(8):556–62.CrossRefPubMed Alter MJ, Kruszon-Moran D, Nainan OV, et al. The prevalence of hepatitis C virus infection in the United States, 1988 through 1994. N Engl J Med. 1999;341(8):556–62.CrossRefPubMed
36.
go back to reference Chandra A, Skinner J. Geography and Racial Health Disparities. Cambridge: National bureau of economic research. Cambridge, MA; 2003. Chandra A, Skinner J. Geography and Racial Health Disparities. Cambridge: National bureau of economic research. Cambridge, MA; 2003.
37.
go back to reference Ruiz JM, Hamann HA, Mehl MR, O’Connor M-F. The Hispanic health paradox: from epidemiological phenomenon to contribution opportunities for psychological science. Group Process Intergroup Relat. 2016;19(4):462–76.CrossRef Ruiz JM, Hamann HA, Mehl MR, O’Connor M-F. The Hispanic health paradox: from epidemiological phenomenon to contribution opportunities for psychological science. Group Process Intergroup Relat. 2016;19(4):462–76.CrossRef
38.
go back to reference Huh J, Prause JA, Dooley CD. The impact of nativity on chronic diseases, self-rated health and comorbidity status of Asian and Hispanic immigrants. J Immigr Minor Health. 2008;10(2):103–18.CrossRefPubMed Huh J, Prause JA, Dooley CD. The impact of nativity on chronic diseases, self-rated health and comorbidity status of Asian and Hispanic immigrants. J Immigr Minor Health. 2008;10(2):103–18.CrossRefPubMed
39.
go back to reference Hellard M, Sacks-Davis R, Doyle J. Hepatitis C elimination by 2030 through treatment and prevention: think global, act in local networks. J Epidemiol Commun Health. 2016. doi:10.1136/jech-2015-205454. Hellard M, Sacks-Davis R, Doyle J. Hepatitis C elimination by 2030 through treatment and prevention: think global, act in local networks. J Epidemiol Commun Health. 2016. doi:10.​1136/​jech-2015-205454.
40.
go back to reference Shepard CW, Gortakowski HW, Nasrallah H, Cutler BH, Begier EM. Using GIS-based density maps of HIV surveillance data to identify previously unrecognized geographic foci of HIV burden in an urban epidemic. Public Health Rep. 2011;126(5):741–9.CrossRefPubMedPubMedCentral Shepard CW, Gortakowski HW, Nasrallah H, Cutler BH, Begier EM. Using GIS-based density maps of HIV surveillance data to identify previously unrecognized geographic foci of HIV burden in an urban epidemic. Public Health Rep. 2011;126(5):741–9.CrossRefPubMedPubMedCentral
41.
go back to reference Janelle DG, Warf, B, Hansen, K, ed WorldMinds: Geographical Perspectives on 100 Problems: commemorating the 100th anniversary of the Association of American Geographers 1904–2004. Norwell, MA: Springer-Science+Business Media, B.V.; 2004. Janelle DG, Warf, B, Hansen, K, ed WorldMinds: Geographical Perspectives on 100 Problems: commemorating the 100th anniversary of the Association of American Geographers 1904–2004. Norwell, MA: Springer-Science+Business Media, B.V.; 2004.
Metadata
Title
Neighborhood Inequalities in Hepatitis C Mortality: Spatial and Temporal Patterns and Associated Factors
Authors
Mary M. Ford
Payal S. Desai
Gil Maduro
Fabienne Laraque
Publication date
01-10-2017
Publisher
Springer US
Published in
Journal of Urban Health / Issue 5/2017
Print ISSN: 1099-3460
Electronic ISSN: 1468-2869
DOI
https://doi.org/10.1007/s11524-017-0174-x

Other articles of this Issue 5/2017

Journal of Urban Health 5/2017 Go to the issue