Geographic variation in colorectal cancer survival and the role of small-area socioeconomic deprivation: a multilevel survival analysis of the NIH-AARP Diet and Health Study Cohort.

Adverse socioeconomic conditions, at both the individual and the neighborhood level, increase the risk of colorectal cancer (CRC) death, but little is known regarding whether CRC survival varies geographically and the extent to which area-level socioeconomic deprivation affects this geographic variation. Using data from the National Institutes of Health (NIH)-AARP Diet and Health Study, the authors examined geographic variation and the role of area-level socioeconomic deprivation in CRC survival. CRC cases (n = 7,024), identified during 1995-2003, were followed for their CRC-specific vital status through 2005 and overall vital status through 2006. Bayesian multilevel survival models showed that there was significant geographic variation in overall (variance = 0.2, 95% confidence interval (CI): 0.1, 0.2) and CRC-specific (variance = 0.3, 95% CI: 0.1, 0.4) risk of death. More socioeconomically deprived neighborhoods had a higher overall risk of death (most deprived quartile vs. least deprived: hazard ratio = 1.2, 95% CI: 1.1, 1.4) and a higher CRC-specific risk of death (most deprived quartile vs. least deprived: hazard ratio = 1.2, 95% CI: 1.1, 1.5). However, neighborhood socioeconomic deprivation did not account for the geographic variation in overall and CRC-specific risks of death. In future studies, investigators should evaluate other neighborhood characteristics to help explain geographic heterogeneity in CRC survival. Such research could facilitate interventions for reducing geographic disparity in CRC survival.

[1]  J. Zell,et al.  Effects of Socioeconomic Status and Treatment Disparities in Colorectal Cancer Survival , 2008, Cancer Epidemiology Biomarkers & Prevention.

[2]  D. Jeffe,et al.  Temporal trends in area socioeconomic disparities in breast-cancer incidence and mortality, 1988–2005 , 2010, Breast Cancer Research and Treatment.

[3]  Xianglin L. Du,et al.  Racial disparities and socioeconomic status in association with survival in a large population‐based cohort of elderly patients with colon cancer , 2007, Cancer.

[4]  B. Carlin,et al.  Frailty modeling for spatially correlated survival data, with application to infant mortality in Minnesota. , 2003, Biostatistics.

[5]  Juan Merlo,et al.  Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. , 2005, American journal of epidemiology.

[6]  A F Subar,et al.  Design and serendipity in establishing a large cohort with wide dietary intake distributions : the National Institutes of Health-American Association of Retired Persons Diet and Health Study. , 2001, American journal of epidemiology.

[7]  Jessica G. Burke,et al.  The Development of a Standardized Neighborhood Deprivation Index , 2006, Journal of Urban Health.

[8]  D. English,et al.  The effect of socioeconomic status on survival from colorectal cancer in the Melbourne Collaborative Cohort Study. , 2009, Social science & medicine.

[9]  C. Percy,et al.  Accuracy of cancer death certificates and its effect on cancer mortality statistics. , 1981, American journal of public health.

[10]  Victor Kipnis,et al.  Mediterranean dietary pattern and prediction of all-cause mortality in a US population: results from the NIH-AARP Diet and Health Study. , 2007, Archives of internal medicine.

[11]  Basile Chaix,et al.  A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena , 2006, Journal of Epidemiology and Community Health.

[12]  S. Raudenbush,et al.  Neighborhoods and violent crime: a multilevel study of collective efficacy. , 1997, Science.

[13]  A. Polednak Poverty, Comorbidity, and Survival of Colorectal Cancer Patients Diagnosed in Connecticut , 2001, Journal of health care for the poor and underserved.

[14]  M. Kogevinas,et al.  Socioeconomic differences in cancer survival: a review of the evidence. , 1997, IARC scientific publications.

[15]  T. Jørgensen,et al.  The impact of socioeconomic factors on 30-day mortality following elective colorectal cancer surgery: a nationwide study. , 2009, European journal of cancer.

[16]  T. Jørgensen,et al.  Do patient characteristics, disease, or treatment explain social inequality in survival from colorectal cancer? , 2009, Social science & medicine.

[17]  S L Lusk,et al.  Healthy People 2010 , 2001, AAOHN journal : official journal of the American Association of Occupational Health Nurses.

[18]  Jarvis T. Chen,et al.  Geocoding and monitoring of US socioeconomic inequalities in mortality and cancer incidence: does the choice of area-based measure and geographic level matter?: the Public Health Disparities Geocoding Project. , 2002, American journal of epidemiology.

[19]  D R Jacobs,et al.  Area characteristics and individual-level socioeconomic position indicators in three population-based epidemiologic studies. , 2001, Annals of epidemiology.

[20]  Ana V Diez Roux,et al.  Residential environments and cardiovascular risk , 2003, Journal of urban health : bulletin of the New York Academy of Medicine.

[21]  W. Mackillop,et al.  Associations between socioeconomic status and cancer survival: choice of SES indicator may affect results. , 2006, Annals of epidemiology.

[22]  A. Jemal,et al.  Cancer Statistics, 2009 , 2009, CA: a cancer journal for clinicians.

[23]  Stella M. Yu Healthy People 2010 , 1998, Maternal and Child Health Journal.

[24]  J. Coebergh,et al.  Socioeconomic status and changing inequalities in colorectal cancer? A review of the associations with risk, treatment and outcome. , 2010, European journal of cancer.

[25]  J. Lynch,et al.  Disentangling contextual effects on cause-specific mortality in a longitudinal 23-year follow-up study: impact of population density or socioeconomic environment? , 2006, International journal of epidemiology.

[26]  M. Rosvall,et al.  Recent increase of neighborhood socioeconomic effects on ischemic heart disease mortality: a multilevel survival analysis of two large Swedish cohorts. , 2006, American journal of epidemiology.

[27]  Ichiro Kawachi,et al.  Neighborhood differences in social capital: a compositional artifact or a contextual construct? , 2003, Health & place.

[28]  L. Tanoue Cancer Statistics, 2009 , 2010 .

[29]  Bradley P. Carlin,et al.  Bayesian measures of model complexity and fit , 2002 .

[30]  J. Coebergh,et al.  Comorbidity and colorectal cancer according to subsite and stage: a population-based study. , 2000, European journal of cancer.

[31]  Gopal K. Singh,et al.  Area deprivation and widening inequalities in US mortality, 1969-1998. , 2003, American journal of public health.

[32]  T. Byers,et al.  The impact of socioeconomic status on survival after cancer in the United States , 2008, Cancer.

[33]  G. Launoy,et al.  Social environment and prognosis of colorectal cancer patients: A French population‐based study , 1997, International journal of cancer.

[34]  Basile Chaix,et al.  Neighborhood Socioeconomic Deprivation and Residential Instability: Effects on Incidence of Ischemic Heart Disease and Survival After Myocardial Infarction , 2007, Epidemiology.

[35]  M. Kogevinas,et al.  Social inequalities and cancer , 1997 .