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Published in: BMC Public Health 1/2012

Open Access 01-12-2012 | Research article

Effects of being uninsured or underinsured and living in extremely poor neighborhoods on colon cancer care and survival in California: historical cohort analysis, 1996—2011

Authors: Kevin M Gorey, Isaac N Luginaah, Eric J Holowaty, Guangyong Zou, Caroline Hamm, Emma Bartfay, Sindu M Kanjeekal, Madhan K Balagurusamy, Sundus Haji-Jama, Frances C Wright

Published in: BMC Public Health | Issue 1/2012

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Abstract

Background

We examined the mediating effects of health insurance on poverty-colon cancer care and survival relationships and the moderating effects of poverty on health insurance-colon cancer care and survival relationships among women and men in California.

Methods

We analyzed registry data for 3,291 women and 3,009 men diagnosed with colon cancer between 1996 and 2000 and followed until 2011 on lymph node investigation, stage at diagnosis, surgery, chemotherapy, wait times and survival. We obtained socioeconomic data for individual residences from the 2000 census to categorize the following neighborhoods: high poverty (30% or more poor), middle poverty (5-29% poor) and low poverty (less than 5% poor). Primary health insurers were Medicaid, Medicare, private or none.

Results

Evidence of mediation was observed for women, but not for men. For women, the apparent effect of poverty disappeared in the presence of payer, and the effects of all forms of health insurance seemed strengthened. All were advantaged on 6-year survival compared to the uninsured: Medicaid (RR = 1.83), Medicare (RR = 1.92) and private (RR = 1.83). Evidence of moderation was also only observed for women. The effects of all forms of health insurance were stronger for women in low poverty neighborhoods: Medicaid (RR = 2.90), Medicare (RR = 2.91) and private (RR = 2.60). For men, only main effects of poverty and payers were observed, the advantaging effect of private insurance being largest. Across colon cancer care processes, Medicare seemed most instrumental for women, private payers for men.

Conclusions

Health insurance substantially mediates the quality of colon cancer care and poverty seems to make the effects of being uninsured or underinsured even worse, especially among women in the United States. These findings are consistent with the theory that more facilitative social and economic capital is available in more affluent neighborhoods, where women with colon cancer may be better able to absorb the indirect and direct, but uncovered, costs of care.
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Literature
1.
go back to reference Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Webster DJ, Moskowitz A, Richter NL: An international comparison of cancer survival: Toronto, Ontario, and Detroit, Michigan, metropolitan areas. Am J Public Health. 1997, 87: 1156-1163. 10.2105/AJPH.87.7.1156.CrossRefPubMedPubMedCentral Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Webster DJ, Moskowitz A, Richter NL: An international comparison of cancer survival: Toronto, Ontario, and Detroit, Michigan, metropolitan areas. Am J Public Health. 1997, 87: 1156-1163. 10.2105/AJPH.87.7.1156.CrossRefPubMedPubMedCentral
2.
go back to reference Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Richter NL, Meyer CM: An international comparison of cancer survival: Toronto, Ontario and Honolulu, Hawaii. Am J Public Health. 2000, 90: 1866-1872.CrossRefPubMedPubMedCentral Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Richter NL, Meyer CM: An international comparison of cancer survival: Toronto, Ontario and Honolulu, Hawaii. Am J Public Health. 2000, 90: 1866-1872.CrossRefPubMedPubMedCentral
3.
go back to reference Gorey KM, Kliewer E, Holowaty EJ, Laukkanen E, Ng EY: An international comparison of breast cancer survival: Winnipeg, Manitoba and Des Moines, Iowa metropolitan areas. Ann Epidemiol. 2003, 13: 32-41. 10.1016/S1047-2797(02)00259-4.CrossRefPubMedPubMedCentral Gorey KM, Kliewer E, Holowaty EJ, Laukkanen E, Ng EY: An international comparison of breast cancer survival: Winnipeg, Manitoba and Des Moines, Iowa metropolitan areas. Ann Epidemiol. 2003, 13: 32-41. 10.1016/S1047-2797(02)00259-4.CrossRefPubMedPubMedCentral
4.
go back to reference Gorey KM, Luginaah IN, Holowaty EJ, Fung KY, Hamm C: Breast cancer survival in Ontario and California, 1998 to 2006: socioeconomic inequity remains much greater in the United States. Ann Epidemiol. 2009, 19: 121-124. 10.1016/j.annepidem.2008.10.010.CrossRefPubMedPubMedCentral Gorey KM, Luginaah IN, Holowaty EJ, Fung KY, Hamm C: Breast cancer survival in Ontario and California, 1998 to 2006: socioeconomic inequity remains much greater in the United States. Ann Epidemiol. 2009, 19: 121-124. 10.1016/j.annepidem.2008.10.010.CrossRefPubMedPubMedCentral
5.
go back to reference Gorey KM, Luginaah IN, Holowaty EJ, Fung KY, Hamm C: Wait times for surgical and adjuvant radiation treatment of breast cancer in Canada and the United States: greater socioeconomic inequity in America. Clin Invest Med. 2009, 32: E239-E249.PubMedPubMedCentral Gorey KM, Luginaah IN, Holowaty EJ, Fung KY, Hamm C: Wait times for surgical and adjuvant radiation treatment of breast cancer in Canada and the United States: greater socioeconomic inequity in America. Clin Invest Med. 2009, 32: E239-E249.PubMedPubMedCentral
6.
go back to reference Gorey KM, Luginaah IN, Bartfay E, Fung KY, Holowaty EJ, Wright FC, Hamm C, Kanjeekal SM, Balagurusamy MK: Associations of physician supplies with colon cancer care in Ontario and California, 1996 to 2006. Dig Dis Sci. 2011, 56: 523-531. 10.1007/s10620-010-1284-4.CrossRefPubMed Gorey KM, Luginaah IN, Bartfay E, Fung KY, Holowaty EJ, Wright FC, Hamm C, Kanjeekal SM, Balagurusamy MK: Associations of physician supplies with colon cancer care in Ontario and California, 1996 to 2006. Dig Dis Sci. 2011, 56: 523-531. 10.1007/s10620-010-1284-4.CrossRefPubMed
7.
go back to reference Boyd C, Zhang-Salomons JY, Groome PA, Mackillop WJ: Associations between community income and cancer survival in Ontario, Canada, and the United States. J Clin Oncol. 1999, 17: 2244-2255.PubMed Boyd C, Zhang-Salomons JY, Groome PA, Mackillop WJ: Associations between community income and cancer survival in Ontario, Canada, and the United States. J Clin Oncol. 1999, 17: 2244-2255.PubMed
8.
go back to reference Zhang-Salomons J, Qian H, Holowaty E, Mackillop WJ: Associations between socioeconomic status and cancer survival: choice of SES indicator may affect results. Ann Epidemiol. 2006, 16: 521-528. 10.1016/j.annepidem.2005.10.002.CrossRefPubMed Zhang-Salomons J, Qian H, Holowaty E, Mackillop WJ: Associations between socioeconomic status and cancer survival: choice of SES indicator may affect results. Ann Epidemiol. 2006, 16: 521-528. 10.1016/j.annepidem.2005.10.002.CrossRefPubMed
9.
go back to reference Gorey KM, Luginaah IN, Bartfay E, Fung KY, Holowaty EJ, Wright FC, Hamm C, Kanjeekal SM: Effects of socioeconomic status on colon cancer treatment accessibility and survival in Toronto, Ontario, and San Francisco, California, 1996—2006. Am J Public Health. 2011, 101: 112-119. 10.2105/AJPH.2009.173112.CrossRefPubMedPubMedCentral Gorey KM, Luginaah IN, Bartfay E, Fung KY, Holowaty EJ, Wright FC, Hamm C, Kanjeekal SM: Effects of socioeconomic status on colon cancer treatment accessibility and survival in Toronto, Ontario, and San Francisco, California, 1996—2006. Am J Public Health. 2011, 101: 112-119. 10.2105/AJPH.2009.173112.CrossRefPubMedPubMedCentral
10.
go back to reference Wilson WJ: The truly disadvantaged: the inner city, the underclass, and public policy. 1987, University of Chicago Press Wilson WJ: The truly disadvantaged: the inner city, the underclass, and public policy. 1987, University of Chicago Press
11.
go back to reference Jargowsky PA: Poverty and place: ghettos, barrios, and the American city. 1997, New York: Russell Sage Foundation Jargowsky PA: Poverty and place: ghettos, barrios, and the American city. 1997, New York: Russell Sage Foundation
12.
go back to reference Jargowsky PA, Bane MJ: Ghetto poverty in the United States, 1970-1980. The urban underclass (pp. 235-273). Edited by: Jencks C, Peterson PE. 1991, Washington DC: The Brookings Institution Jargowsky PA, Bane MJ: Ghetto poverty in the United States, 1970-1980. The urban underclass (pp. 235-273). Edited by: Jencks C, Peterson PE. 1991, Washington DC: The Brookings Institution
13.
go back to reference Gorey KM: Breast cancer survival in Canada and the United States: meta-analytic evidence of a Canadian advantage in low-income areas. Int J Epidemiol. 2009, 38: 1543-1551. 10.1093/ije/dyp193.CrossRefPubMedPubMedCentral Gorey KM: Breast cancer survival in Canada and the United States: meta-analytic evidence of a Canadian advantage in low-income areas. Int J Epidemiol. 2009, 38: 1543-1551. 10.1093/ije/dyp193.CrossRefPubMedPubMedCentral
14.
go back to reference Gorey KM, Luginaah IN, Hamm C, Fung KY, Holowaty EJ: Breast cancer care in Canada and the United States: ecological comparisons of extremely impoverished and affluent urban neighborhoods. Health Place. 2010, 16: 156-163. 10.1016/j.healthplace.2009.09.011.CrossRefPubMed Gorey KM, Luginaah IN, Hamm C, Fung KY, Holowaty EJ: Breast cancer care in Canada and the United States: ecological comparisons of extremely impoverished and affluent urban neighborhoods. Health Place. 2010, 16: 156-163. 10.1016/j.healthplace.2009.09.011.CrossRefPubMed
15.
go back to reference Edwards BK, Ward E, Kohler BA, Eheman C, Zauber AG, Anderson RN, Jemal A, Schymura MJ, Lansdorp-Vogelaar I, Seeff LC, van Ballegooijen M, Goede SL, Ries LAG: Annual report to the nation on the status of cancer, 1975-2006, featuring colorectal cancer trends and impact of interventions (risk factors, screening, and treatment) to reduce future rates. Cancer. 2010, 116: 544-573. 10.1002/cncr.24760.CrossRefPubMedPubMedCentral Edwards BK, Ward E, Kohler BA, Eheman C, Zauber AG, Anderson RN, Jemal A, Schymura MJ, Lansdorp-Vogelaar I, Seeff LC, van Ballegooijen M, Goede SL, Ries LAG: Annual report to the nation on the status of cancer, 1975-2006, featuring colorectal cancer trends and impact of interventions (risk factors, screening, and treatment) to reduce future rates. Cancer. 2010, 116: 544-573. 10.1002/cncr.24760.CrossRefPubMedPubMedCentral
16.
go back to reference Lee W, Nelson R, Mailey B, Duldulao MP, Garcia-Aguilar J, Kim J: Socioeconomic factors impact colon cancer outcomes in diverse patient populations. J Gastrointest Surg. 2012, 16: 692-704. 10.1007/s11605-011-1809-y.CrossRefPubMed Lee W, Nelson R, Mailey B, Duldulao MP, Garcia-Aguilar J, Kim J: Socioeconomic factors impact colon cancer outcomes in diverse patient populations. J Gastrointest Surg. 2012, 16: 692-704. 10.1007/s11605-011-1809-y.CrossRefPubMed
17.
go back to reference Lincourt AE, Sing RF, Kercher KW, Stewart A, Demeter BL, Hope WW, Lang NP, Greene FL, Heniford BT: Association of demographic and treatment variables in long-term colon cancer survival. Surg Innov. 2008, 15: 17-25. 10.1177/1553350608315955.CrossRefPubMed Lincourt AE, Sing RF, Kercher KW, Stewart A, Demeter BL, Hope WW, Lang NP, Greene FL, Heniford BT: Association of demographic and treatment variables in long-term colon cancer survival. Surg Innov. 2008, 15: 17-25. 10.1177/1553350608315955.CrossRefPubMed
18.
go back to reference Polednak A: Poverty, comorbidity, and survival of colorectal cancer patients diagnosed in Connecticut. J Health Care Poor Underserved. 2001, 12: 302-310. 10.1353/hpu.2010.0768.CrossRefPubMed Polednak A: Poverty, comorbidity, and survival of colorectal cancer patients diagnosed in Connecticut. J Health Care Poor Underserved. 2001, 12: 302-310. 10.1353/hpu.2010.0768.CrossRefPubMed
19.
go back to reference Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Richter NL, Meyer CM: An international comparison of cancer survival: relatively poor areas of Toronto, Ontario, and three US metropolitan areas. J Public Health Med. 2000, 22: 343-348. 10.1093/pubmed/22.3.343.CrossRefPubMed Gorey KM, Holowaty EJ, Fehringer G, Laukkanen E, Richter NL, Meyer CM: An international comparison of cancer survival: relatively poor areas of Toronto, Ontario, and three US metropolitan areas. J Public Health Med. 2000, 22: 343-348. 10.1093/pubmed/22.3.343.CrossRefPubMed
20.
go back to reference Chao A, Connell CJ, Cokkinides V, Jacobs EJ, Calle EE, Thun MJ: Underuse of screening sigmoidoscopy and colonoscopy in a large cohort of US adults. Am J Public Health. 2004, 94: 1775-1781. 10.2105/AJPH.94.10.1775.CrossRefPubMedPubMedCentral Chao A, Connell CJ, Cokkinides V, Jacobs EJ, Calle EE, Thun MJ: Underuse of screening sigmoidoscopy and colonoscopy in a large cohort of US adults. Am J Public Health. 2004, 94: 1775-1781. 10.2105/AJPH.94.10.1775.CrossRefPubMedPubMedCentral
21.
go back to reference Figueredo A, Coombes ME, Mukherjee S: Adjuvant therapy for completely resected stage II colon cancer. Cochrane Database Syst Rev. 2008, CD005390, 3CrossRef Figueredo A, Coombes ME, Mukherjee S: Adjuvant therapy for completely resected stage II colon cancer. Cochrane Database Syst Rev. 2008, CD005390, 3CrossRef
22.
go back to reference Etzioni DA, El-Khoueiry AB, Beart RW: Rates and predictors of chemotherapy use for stage III colon cancer: a systematic review. Cancer. 2008, 113: 3279-3289. 10.1002/cncr.23958.CrossRefPubMed Etzioni DA, El-Khoueiry AB, Beart RW: Rates and predictors of chemotherapy use for stage III colon cancer: a systematic review. Cancer. 2008, 113: 3279-3289. 10.1002/cncr.23958.CrossRefPubMed
23.
go back to reference Palmer RC, Schneider EC: Social disparities across the continuum of colorectal cancer: a systematic review. Cancer Causes Control. 2005, 16: 55-61. 10.1007/s10552-004-1253-3.CrossRefPubMed Palmer RC, Schneider EC: Social disparities across the continuum of colorectal cancer: a systematic review. Cancer Causes Control. 2005, 16: 55-61. 10.1007/s10552-004-1253-3.CrossRefPubMed
24.
go back to reference Hsieh MC, Velasco C, Wu X-C, Pareti LA, Andrews PA, Chen VW: Influence of socioeconomic status and hospital type on disparities of lymph node evaluation in colon cancer patients. Cancer. 2012, 118: 1675-1683. 10.1002/cncr.26473.CrossRefPubMed Hsieh MC, Velasco C, Wu X-C, Pareti LA, Andrews PA, Chen VW: Influence of socioeconomic status and hospital type on disparities of lymph node evaluation in colon cancer patients. Cancer. 2012, 118: 1675-1683. 10.1002/cncr.26473.CrossRefPubMed
25.
go back to reference McBride RB, Lebwohl B, Hershman DL, Neugut AI: Impact of socioeconomic status on extent of lymph node dissection for colon cancer. Cancer Epidemiol Biomarkers Prev. 2010, 19: 738-745. 10.1158/1055-9965.EPI-09-1086.CrossRefPubMedPubMedCentral McBride RB, Lebwohl B, Hershman DL, Neugut AI: Impact of socioeconomic status on extent of lymph node dissection for colon cancer. Cancer Epidemiol Biomarkers Prev. 2010, 19: 738-745. 10.1158/1055-9965.EPI-09-1086.CrossRefPubMedPubMedCentral
26.
go back to reference Morgan JW, Cho MM, Guenzi CD, Jackson C, Mathur A, Natto Z, Kazanjian K, Tran H, Shavlik D, Lum SS: Predictors of delayed-stage colorectal cancer: are we neglecting critical demographic information?. Ann Epidemiol. 2011, 21: 914-921. 10.1016/j.annepidem.2011.09.002.CrossRefPubMed Morgan JW, Cho MM, Guenzi CD, Jackson C, Mathur A, Natto Z, Kazanjian K, Tran H, Shavlik D, Lum SS: Predictors of delayed-stage colorectal cancer: are we neglecting critical demographic information?. Ann Epidemiol. 2011, 21: 914-921. 10.1016/j.annepidem.2011.09.002.CrossRefPubMed
27.
go back to reference Halpern MT, Pavluck AL, Ko CY, Ward EM: Factors associated with colon cancer stage at diagnosis. Dig Dis Sci. 2009, 54: 2680-2693. 10.1007/s10620-008-0669-0.CrossRefPubMed Halpern MT, Pavluck AL, Ko CY, Ward EM: Factors associated with colon cancer stage at diagnosis. Dig Dis Sci. 2009, 54: 2680-2693. 10.1007/s10620-008-0669-0.CrossRefPubMed
28.
go back to reference VanEenwyk J, Campo JS, Ossiander EM: Socioeconomic and demographic disparities in treatment of carcinoma of the colon and rectum. Cancer. 2002, 95: 39-46. 10.1002/cncr.10645.CrossRefPubMed VanEenwyk J, Campo JS, Ossiander EM: Socioeconomic and demographic disparities in treatment of carcinoma of the colon and rectum. Cancer. 2002, 95: 39-46. 10.1002/cncr.10645.CrossRefPubMed
29.
go back to reference Elston Lafata J, Cole Johnson C, Ben-Menachem T, Morlock RJ: Sociodemographic differences in the receipt of colorectal cancer surveillance care following treatment with curative intent. Med Care. 2001, 39: 361-372. 10.1097/00005650-200104000-00007.CrossRefPubMed Elston Lafata J, Cole Johnson C, Ben-Menachem T, Morlock RJ: Sociodemographic differences in the receipt of colorectal cancer surveillance care following treatment with curative intent. Med Care. 2001, 39: 361-372. 10.1097/00005650-200104000-00007.CrossRefPubMed
30.
go back to reference Halpern MT, Ward EM, Pavluck AL, Schrag NM, Bian J, Chen AY: Association of insurance status and ethnicity with cancer stage at diagnosis for 12 cancer sites: a retrospective analysis. Lancet Oncol. 2008, 9: 222-231. 10.1016/S1470-2045(08)70032-9.CrossRefPubMed Halpern MT, Ward EM, Pavluck AL, Schrag NM, Bian J, Chen AY: Association of insurance status and ethnicity with cancer stage at diagnosis for 12 cancer sites: a retrospective analysis. Lancet Oncol. 2008, 9: 222-231. 10.1016/S1470-2045(08)70032-9.CrossRefPubMed
31.
go back to reference Chagpar R, Xing Y, Chiang Y-J, Feig BW, Chang GJ, You YN, Cormier JN: Adherence to stage-specific treatment guidelines for patients with colon cancer. J Clin Oncol. 2012, 30: 972-979. 10.1200/JCO.2011.39.6937.CrossRefPubMedPubMedCentral Chagpar R, Xing Y, Chiang Y-J, Feig BW, Chang GJ, You YN, Cormier JN: Adherence to stage-specific treatment guidelines for patients with colon cancer. J Clin Oncol. 2012, 30: 972-979. 10.1200/JCO.2011.39.6937.CrossRefPubMedPubMedCentral
32.
go back to reference Foley KL, Tooze JA, Klepin HD, Song EY, Geiger AM: Adjuvant chemotherapy among Medicaid-enrolled patients diagnosed with nonmetastatic colon cancer. Am J Clin Oncol. 2011, 34: 120-124.PubMedPubMedCentral Foley KL, Tooze JA, Klepin HD, Song EY, Geiger AM: Adjuvant chemotherapy among Medicaid-enrolled patients diagnosed with nonmetastatic colon cancer. Am J Clin Oncol. 2011, 34: 120-124.PubMedPubMedCentral
33.
go back to reference Kirkpatrick HM, Aitelli CL, Qin H, Becerra C, Lichliter WE, McCollum AD: Referral patterns and adjuvant chemotherapy use in patients with stage II colon cancer. Clin Colorectal Cancer. 2010, 9: 150-156. 10.3816/CCC.2010.n.020.CrossRefPubMed Kirkpatrick HM, Aitelli CL, Qin H, Becerra C, Lichliter WE, McCollum AD: Referral patterns and adjuvant chemotherapy use in patients with stage II colon cancer. Clin Colorectal Cancer. 2010, 9: 150-156. 10.3816/CCC.2010.n.020.CrossRefPubMed
34.
go back to reference Bradley CJ, Given CW, Dahman B, Fitzgerald TL: Adjuvant chemotherapy after resection in elderly Medicare and Medicaid patients with colon cancer. Arch Intern Med. 2008, 168: 521-529. 10.1001/archinternmed.2007.82.CrossRefPubMed Bradley CJ, Given CW, Dahman B, Fitzgerald TL: Adjuvant chemotherapy after resection in elderly Medicare and Medicaid patients with colon cancer. Arch Intern Med. 2008, 168: 521-529. 10.1001/archinternmed.2007.82.CrossRefPubMed
35.
go back to reference Koroukian SM, Bakaki PM, Raghavan D: Survival disparities by Medicaid status: an analysis of 8 cancers. Cancer. 2012, 118: 4271-4279. 10.1002/cncr.27380.CrossRefPubMed Koroukian SM, Bakaki PM, Raghavan D: Survival disparities by Medicaid status: an analysis of 8 cancers. Cancer. 2012, 118: 4271-4279. 10.1002/cncr.27380.CrossRefPubMed
36.
go back to reference Roetzheim RG, Pal N, Gonzalez EC, Ferrante JM, Van Durme DJ, Krischer JP: Effects of health insurance and race on colorectal cancer treatments and outcomes. Am J Public Health. 2000, 90: 1746-1754.CrossRefPubMedPubMedCentral Roetzheim RG, Pal N, Gonzalez EC, Ferrante JM, Van Durme DJ, Krischer JP: Effects of health insurance and race on colorectal cancer treatments and outcomes. Am J Public Health. 2000, 90: 1746-1754.CrossRefPubMedPubMedCentral
37.
go back to reference Gorey KM, Luginaah IN, Schwartz KL, Fung KY, Balagurusamy M, Bartfay E, Wright FC, Anucha U, Parsons RR: Increased racial differences on breast cancer care and survival in America: Historical evidence consistent with a health insurance hypothesis, 1975 to 2001. Breast Cancer Res Treat. 2009, 113: 595-600. 10.1007/s10549-008-9960-1.CrossRefPubMed Gorey KM, Luginaah IN, Schwartz KL, Fung KY, Balagurusamy M, Bartfay E, Wright FC, Anucha U, Parsons RR: Increased racial differences on breast cancer care and survival in America: Historical evidence consistent with a health insurance hypothesis, 1975 to 2001. Breast Cancer Res Treat. 2009, 113: 595-600. 10.1007/s10549-008-9960-1.CrossRefPubMed
38.
go back to reference Shankaran V, Jolly S, Blough D, Ramsey SD: Risk factors for financial hardship in patients receiving adjuvant chemotherapy for colon cancer: a population-based exploratory analysis. J Clin Oncol. 2012, 30: 1608-1614. 10.1200/JCO.2011.37.9511.CrossRefPubMed Shankaran V, Jolly S, Blough D, Ramsey SD: Risk factors for financial hardship in patients receiving adjuvant chemotherapy for colon cancer: a population-based exploratory analysis. J Clin Oncol. 2012, 30: 1608-1614. 10.1200/JCO.2011.37.9511.CrossRefPubMed
39.
go back to reference Bradley CJ: Financial hardship: a consequence of survivorship?. J Clin Oncol. 2012, 30: 1579-1580. 10.1200/JCO.2011.40.7247.CrossRefPubMed Bradley CJ: Financial hardship: a consequence of survivorship?. J Clin Oncol. 2012, 30: 1579-1580. 10.1200/JCO.2011.40.7247.CrossRefPubMed
40.
go back to reference DeNavas-Walt C, Proctor BD, Smith JC: Income, poverty, and health insurance coverage in the United States: 2010. Current population reports: consumer income (P60-239). 2011, Washington, DC: US Census Bureau DeNavas-Walt C, Proctor BD, Smith JC: Income, poverty, and health insurance coverage in the United States: 2010. Current population reports: consumer income (P60-239). 2011, Washington, DC: US Census Bureau
41.
go back to reference Collins S, Rustgis S, Doty M: Realizing health reform’s potential: women and the Affordable Care Act of 2010. 2010, Washington, DC: The Commonwealth Fund Collins S, Rustgis S, Doty M: Realizing health reform’s potential: women and the Affordable Care Act of 2010. 2010, Washington, DC: The Commonwealth Fund
44.
go back to reference International Classification of Diseases: Ninth Revision. 1980, Geneva: World Health Organization International Classification of Diseases: Ninth Revision. 1980, Geneva: World Health Organization
45.
go back to reference 2000 Census of population and housing in California: summary tape file 3 on CD-ROM. 2002, Washington DC: US Census Bureau 2000 Census of population and housing in California: summary tape file 3 on CD-ROM. 2002, Washington DC: US Census Bureau
46.
go back to reference Shugarman LR, Sorbero MES, Tian H, Jain AK, Ashwood JS: An exploration of urban and rural differences in lung cancer survival among Medicare beneficiaries. Am J Public Health. 2008, 98: 1280-1287. 10.2105/AJPH.2006.099416.CrossRefPubMedPubMedCentral Shugarman LR, Sorbero MES, Tian H, Jain AK, Ashwood JS: An exploration of urban and rural differences in lung cancer survival among Medicare beneficiaries. Am J Public Health. 2008, 98: 1280-1287. 10.2105/AJPH.2006.099416.CrossRefPubMedPubMedCentral
47.
go back to reference Statistics Canada: Definitions of “rural”. 2002, Ottawa: Statistics Canada Statistics Canada: Definitions of “rural”. 2002, Ottawa: Statistics Canada
48.
go back to reference Fleiss JL: Statistical methods for rates and proportions. 1981, New York: John Wiley & Sons, 2 Fleiss JL: Statistical methods for rates and proportions. 1981, New York: John Wiley & Sons, 2
49.
go back to reference Faul F, Erdfelder E, Lang AG, Buchner A: G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Meth. 2007, 39: 175-191. 10.3758/BF03193146.CrossRef Faul F, Erdfelder E, Lang AG, Buchner A: G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Meth. 2007, 39: 175-191. 10.3758/BF03193146.CrossRef
50.
go back to reference Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV: Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area based socioeconomic measures—the Public Health Disparities Geocoding Project. Am J Public Health. 2003, 93: 1655-1671. 10.2105/AJPH.93.10.1655.CrossRefPubMedPubMedCentral Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV: Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area based socioeconomic measures—the Public Health Disparities Geocoding Project. Am J Public Health. 2003, 93: 1655-1671. 10.2105/AJPH.93.10.1655.CrossRefPubMedPubMedCentral
51.
go back to reference Krieger N, Chen JT, Waterman PD, Soobader M, Subramanian SV, Carson R: 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. Am J Epidemiol. 2002, 156: 471-482. 10.1093/aje/kwf068.CrossRefPubMed Krieger N, Chen JT, Waterman PD, Soobader M, Subramanian SV, Carson R: 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. Am J Epidemiol. 2002, 156: 471-482. 10.1093/aje/kwf068.CrossRefPubMed
52.
go back to reference Lee BA, Marlay M: The right side of the tracks: affluent neighborhoods in the metropolitan United States. Soc Sci Q. 2007, 88: 766-789. 10.1111/j.1540-6237.2007.00482.x.CrossRef Lee BA, Marlay M: The right side of the tracks: affluent neighborhoods in the metropolitan United States. Soc Sci Q. 2007, 88: 766-789. 10.1111/j.1540-6237.2007.00482.x.CrossRef
53.
go back to reference California Cancer Registry: Cancer reporting in California: abstracting and coding procedures for hospitals. California cancer reporting system standards, Vol 1. 2003, Sacramento: Department of Health Services, Cancer Surveillance Section, 7 California Cancer Registry: Cancer reporting in California: abstracting and coding procedures for hospitals. California cancer reporting system standards, Vol 1. 2003, Sacramento: Department of Health Services, Cancer Surveillance Section, 7
54.
go back to reference AJCC staging manual. Edited by: Greene FL, Page DL, Fleming ID, Fritz A, Balch CM, Haller DG, Morrow M. 2002, NY: Springer-Verlag, 6 AJCC staging manual. Edited by: Greene FL, Page DL, Fleming ID, Fritz A, Balch CM, Haller DG, Morrow M. 2002, NY: Springer-Verlag, 6
55.
go back to reference SEER extent of disease: codes and coding instructions. Edited by: Fritz A, Ries L. 1998, Bethesda: National Cancer Institute, 3 SEER extent of disease: codes and coding instructions. Edited by: Fritz A, Ries L. 1998, Bethesda: National Cancer Institute, 3
56.
go back to reference Wright FC, Law CHL, Berry S, Smith AJ: Clinically important aspects of lymph node assessment in colon cancer. J Surg Oncol. 2009, 99: 248-255. 10.1002/jso.21226.CrossRefPubMed Wright FC, Law CHL, Berry S, Smith AJ: Clinically important aspects of lymph node assessment in colon cancer. J Surg Oncol. 2009, 99: 248-255. 10.1002/jso.21226.CrossRefPubMed
57.
go back to reference Bilimoria KY, Bentrem DJ, Stewart AK, Talamonti MS, Winchester DP, Russell TR, Ko CY: Lymph node evaluation as a colon cancer quality measure: a national hospital report card. J Natl Cancer Inst. 2008, 100: 1310-1317. 10.1093/jnci/djn293.CrossRefPubMedPubMedCentral Bilimoria KY, Bentrem DJ, Stewart AK, Talamonti MS, Winchester DP, Russell TR, Ko CY: Lymph node evaluation as a colon cancer quality measure: a national hospital report card. J Natl Cancer Inst. 2008, 100: 1310-1317. 10.1093/jnci/djn293.CrossRefPubMedPubMedCentral
58.
go back to reference Chang GJ, Rodriguez-Bigas MA, Skibber JM, Moyer VA: Lymph node evaluation and survival after curative resection of colon cancer: systematic review. J Natl Cancer Inst. 2007, 99: 433-441. 10.1093/jnci/djk092.CrossRefPubMed Chang GJ, Rodriguez-Bigas MA, Skibber JM, Moyer VA: Lymph node evaluation and survival after curative resection of colon cancer: systematic review. J Natl Cancer Inst. 2007, 99: 433-441. 10.1093/jnci/djk092.CrossRefPubMed
59.
go back to reference Simunovic M, Rempel E, Thériault M-E, Baxter NN, Virnig BA, Meropol NJ, Levine MN: Influence of delays to nonemergent colon cancer surgery on operative mortality, disease-specific survival and overall survival. Can J Surg. 2009, 52: E79-E86.PubMedPubMedCentral Simunovic M, Rempel E, Thériault M-E, Baxter NN, Virnig BA, Meropol NJ, Levine MN: Influence of delays to nonemergent colon cancer surgery on operative mortality, disease-specific survival and overall survival. Can J Surg. 2009, 52: E79-E86.PubMedPubMedCentral
60.
go back to reference Bayraktar UD, Chen E, Bayraktar S, Sands LR, Marchetti F, Montero AJ, Rocha-Lima CMS: Does delay of adjuvant chemotherapy impact survival in patients with resected stage II and III colon adenocarcinoma?. Cancer. 2011, 117: 2364-2370. 10.1002/cncr.25720.CrossRefPubMed Bayraktar UD, Chen E, Bayraktar S, Sands LR, Marchetti F, Montero AJ, Rocha-Lima CMS: Does delay of adjuvant chemotherapy impact survival in patients with resected stage II and III colon adenocarcinoma?. Cancer. 2011, 117: 2364-2370. 10.1002/cncr.25720.CrossRefPubMed
61.
go back to reference Czaykowski P, Gill S, Kennecke H, Turner D, Gordon V: Adjuvant chemotherapy (AC) for stage 3 colon cancer: does timing matter?. 2007, Orlando: Paper presented at the Gastrointestinal Cancers Symposium Czaykowski P, Gill S, Kennecke H, Turner D, Gordon V: Adjuvant chemotherapy (AC) for stage 3 colon cancer: does timing matter?. 2007, Orlando: Paper presented at the Gastrointestinal Cancers Symposium
62.
go back to reference Chau I, Norman AR, Cunningham D, Tait D, Ross PJ, Iveson T, Hill M, Hickish T, Lofts F, Jodrell D, Webb A, Oates JR: A randomized comparison between 6 months of bolus fluorouracil/leucovorin and 12 weeks of protracted venous infusion fluorouracil as adjuvant treatment in colorectal cancer. Ann Oncol. 2005, 16: 549-557. 10.1093/annonc/mdi116.CrossRefPubMed Chau I, Norman AR, Cunningham D, Tait D, Ross PJ, Iveson T, Hill M, Hickish T, Lofts F, Jodrell D, Webb A, Oates JR: A randomized comparison between 6 months of bolus fluorouracil/leucovorin and 12 weeks of protracted venous infusion fluorouracil as adjuvant treatment in colorectal cancer. Ann Oncol. 2005, 16: 549-557. 10.1093/annonc/mdi116.CrossRefPubMed
63.
go back to reference Greenland S: Introduction to regression modeling. Modern Epidemiology. Edited by: Rothman KJ, Greenland S. 1998, Philadelphia: Lippincott-Raven Publishers, 401-432. 2 Greenland S: Introduction to regression modeling. Modern Epidemiology. Edited by: Rothman KJ, Greenland S. 1998, Philadelphia: Lippincott-Raven Publishers, 401-432. 2
64.
go back to reference Gorey KM: Regarding "Associations between socioeconomic status and cancer survival.". Ann Epidemiol. 2006, 16: 789-791. 10.1016/j.annepidem.2006.04.010.CrossRefPubMedPubMedCentral Gorey KM: Regarding "Associations between socioeconomic status and cancer survival.". Ann Epidemiol. 2006, 16: 789-791. 10.1016/j.annepidem.2006.04.010.CrossRefPubMedPubMedCentral
65.
go back to reference Hosmer DW, Lemeshow S: Applied logistic regression. 2000, NY: John Wiley & Sons, 2CrossRef Hosmer DW, Lemeshow S: Applied logistic regression. 2000, NY: John Wiley & Sons, 2CrossRef
66.
67.
go back to reference Greenland S: Interpretation and choice of effect measures in epidemiologic analysis. Am J Epidemiol. 1987, 125: 761-768.PubMed Greenland S: Interpretation and choice of effect measures in epidemiologic analysis. Am J Epidemiol. 1987, 125: 761-768.PubMed
68.
go back to reference Mantel N, Haenszel W: Statistical aspects of the analysis of data from retrospective studies of disease. J Natl Cancer Inst. 1959, 22: 719-748.PubMed Mantel N, Haenszel W: Statistical aspects of the analysis of data from retrospective studies of disease. J Natl Cancer Inst. 1959, 22: 719-748.PubMed
69.
go back to reference Miettinen OS: Estimability and estimation in case referent-studies. Am J Epidemiol. 1976, 103: 226-235.PubMed Miettinen OS: Estimability and estimation in case referent-studies. Am J Epidemiol. 1976, 103: 226-235.PubMed
70.
go back to reference Yan B, Noone AM, Yee C, Banerjee M, Schwartz K, Simon MS: Racial differences in colorectal cancer survival in the Detroit metropolitan area. Cancer. 2009, 115: 3791-3800. 10.1002/cncr.24408.CrossRefPubMedPubMedCentral Yan B, Noone AM, Yee C, Banerjee M, Schwartz K, Simon MS: Racial differences in colorectal cancer survival in the Detroit metropolitan area. Cancer. 2009, 115: 3791-3800. 10.1002/cncr.24408.CrossRefPubMedPubMedCentral
71.
go back to reference Gross CP, Smith BD, Wolf E, Andersen M: Racial disparities in cancer therapy: did the gap narrow between 1992 and 2002?. Cancer. 2008, 112: 900-908. 10.1002/cncr.23228.CrossRefPubMedPubMedCentral Gross CP, Smith BD, Wolf E, Andersen M: Racial disparities in cancer therapy: did the gap narrow between 1992 and 2002?. Cancer. 2008, 112: 900-908. 10.1002/cncr.23228.CrossRefPubMedPubMedCentral
72.
go back to reference Le H, Ziogas A, Lipkin SM, Zell JA: Effects of socioeconomic status and treatment disparities in colorectal cancer survival. Cancer Epidemiol Biomarkers Prev. 2008, 17: 1950-1962. 10.1158/1055-9965.EPI-07-2774.CrossRefPubMed Le H, Ziogas A, Lipkin SM, Zell JA: Effects of socioeconomic status and treatment disparities in colorectal cancer survival. Cancer Epidemiol Biomarkers Prev. 2008, 17: 1950-1962. 10.1158/1055-9965.EPI-07-2774.CrossRefPubMed
73.
go back to reference Du XL, Meyer TE, Franzini L: Meta-analysis of racial disparities in survival in association with socioeconomic status among men and women with colon cancer. Cancer. 2007, 109: 2161-2170. 10.1002/cncr.22664.CrossRefPubMed Du XL, Meyer TE, Franzini L: Meta-analysis of racial disparities in survival in association with socioeconomic status among men and women with colon cancer. Cancer. 2007, 109: 2161-2170. 10.1002/cncr.22664.CrossRefPubMed
74.
go back to reference Gomez SL, O’Malley CD, Stroup A, Shema SJ, Satariano WA: Longitudinal, population-based study of racial/ethnic differences in colorectal cancer survival: impact of neighborhood socioeconomic status, treatment and comorbidity. BMC Cancer. 2007, 7: 193-10.1186/1471-2407-7-193.CrossRefPubMedPubMedCentral Gomez SL, O’Malley CD, Stroup A, Shema SJ, Satariano WA: Longitudinal, population-based study of racial/ethnic differences in colorectal cancer survival: impact of neighborhood socioeconomic status, treatment and comorbidity. BMC Cancer. 2007, 7: 193-10.1186/1471-2407-7-193.CrossRefPubMedPubMedCentral
75.
go back to reference Verrill C: Assessing the reliability and validity of primary payer information in central cancer registry data. 2010, Quebec: Paper presented at the annual meeting of the North American Association of Central Cancer Registries Verrill C: Assessing the reliability and validity of primary payer information in central cancer registry data. 2010, Quebec: Paper presented at the annual meeting of the North American Association of Central Cancer Registries
76.
go back to reference Chan JK, Gomez SL, O’Malley CD, Perkins CI, Clarke CA: Validity of cancer registry Medicaid status against enrollment files: implications for population-based studies of cancer outcomes. Med Care. 2008, 44: 952-955.CrossRef Chan JK, Gomez SL, O’Malley CD, Perkins CI, Clarke CA: Validity of cancer registry Medicaid status against enrollment files: implications for population-based studies of cancer outcomes. Med Care. 2008, 44: 952-955.CrossRef
77.
go back to reference Subramanian SV, Jones K, Kaddour A, Krieger N: Revisiting Robinson: the perils of individualistic and ecologic fallacy. Int J Epidemiol. 2009, 38: 342-360.CrossRefPubMedPubMedCentral Subramanian SV, Jones K, Kaddour A, Krieger N: Revisiting Robinson: the perils of individualistic and ecologic fallacy. Int J Epidemiol. 2009, 38: 342-360.CrossRefPubMedPubMedCentral
78.
go back to reference Silver E: Race, neighborhood disadvantage, and violence among persons with mental disorders: the importance of contextual measurement. Law Hum Behav. 2000, 24: 449-456.CrossRefPubMed Silver E: Race, neighborhood disadvantage, and violence among persons with mental disorders: the importance of contextual measurement. Law Hum Behav. 2000, 24: 449-456.CrossRefPubMed
79.
go back to reference Lund MJ, Brawley OP, Ward KC, Young JL, Gabram SS, Eley JW: Parity and disparity in first course treatment of invasive breast cancer. Breast Cancer Res Treat. 2008, 109: 545-557. 10.1007/s10549-007-9675-8.CrossRefPubMed Lund MJ, Brawley OP, Ward KC, Young JL, Gabram SS, Eley JW: Parity and disparity in first course treatment of invasive breast cancer. Breast Cancer Res Treat. 2008, 109: 545-557. 10.1007/s10549-007-9675-8.CrossRefPubMed
80.
go back to reference Malin JL, Kahn KL, Adams J, Kwan L, Laouri M, Ganz PA: Validity of cancer registry data for measuring the quality of breast cancer care. J Natl Cancer Inst. 2002, 94: 835-844. 10.1093/jnci/94.11.835.CrossRefPubMed Malin JL, Kahn KL, Adams J, Kwan L, Laouri M, Ganz PA: Validity of cancer registry data for measuring the quality of breast cancer care. J Natl Cancer Inst. 2002, 94: 835-844. 10.1093/jnci/94.11.835.CrossRefPubMed
81.
go back to reference Cress RD, Zaslavsky AM, West DW, Wolf RE, Felter MC, Ayanian JZ: Completeness of information on adjuvant therapies for colorectal cancer in population-based cancer registries. Med Care. 2003, 41: 1006-1012. 10.1097/01.MLR.0000083740.12949.88.CrossRefPubMed Cress RD, Zaslavsky AM, West DW, Wolf RE, Felter MC, Ayanian JZ: Completeness of information on adjuvant therapies for colorectal cancer in population-based cancer registries. Med Care. 2003, 41: 1006-1012. 10.1097/01.MLR.0000083740.12949.88.CrossRefPubMed
82.
go back to reference Cooper GS, Virnig B, Klabunde CN, Schussler N, Freeman J, Warren JL: Use of SEER–Medicare data for measuring cancer surgery. Med Care. 2002, 40 (8 Suppl): IV43-48. Cooper GS, Virnig B, Klabunde CN, Schussler N, Freeman J, Warren JL: Use of SEER–Medicare data for measuring cancer surgery. Med Care. 2002, 40 (8 Suppl): IV43-48.
83.
go back to reference Yin D, Morris CR, Bates JH, German RR: Effect of misclassified underlying cause of death on survival estimates of colon and rectal cancer. J Natl Cancer Inst. 2011, 20 (103): 1130-1133.CrossRef Yin D, Morris CR, Bates JH, German RR: Effect of misclassified underlying cause of death on survival estimates of colon and rectal cancer. J Natl Cancer Inst. 2011, 20 (103): 1130-1133.CrossRef
84.
go back to reference Hsiao FY, Mullins CD, Onukwugha E, Pandya N, Hanna N: Comparative effectiveness of different chemotherapeutic regimens on survival of people aged 66 and older with stage III colon cancer: a "real world" analysis using Surveillance, Epidemiology, and End Results-Medicare data. J Am Geriatr Soc. 2011, 59: 1717-1723. 10.1111/j.1532-5415.2011.03501.x.CrossRefPubMed Hsiao FY, Mullins CD, Onukwugha E, Pandya N, Hanna N: Comparative effectiveness of different chemotherapeutic regimens on survival of people aged 66 and older with stage III colon cancer: a "real world" analysis using Surveillance, Epidemiology, and End Results-Medicare data. J Am Geriatr Soc. 2011, 59: 1717-1723. 10.1111/j.1532-5415.2011.03501.x.CrossRefPubMed
85.
go back to reference Lenfant C, Freidman L, Thom T: Fifty years of death certificates: the Framingham Heart Study. Ann Intern Med. 1998, 129: 1066-1067.CrossRefPubMed Lenfant C, Freidman L, Thom T: Fifty years of death certificates: the Framingham Heart Study. Ann Intern Med. 1998, 129: 1066-1067.CrossRefPubMed
86.
go back to reference Brown BW, Brauner C, Minnotte MC: Noncancer deaths in White adult cancer patients. J Natl Cancer Inst. 1993, 85: 979-987. 10.1093/jnci/85.12.979.CrossRefPubMed Brown BW, Brauner C, Minnotte MC: Noncancer deaths in White adult cancer patients. J Natl Cancer Inst. 1993, 85: 979-987. 10.1093/jnci/85.12.979.CrossRefPubMed
Metadata
Title
Effects of being uninsured or underinsured and living in extremely poor neighborhoods on colon cancer care and survival in California: historical cohort analysis, 1996—2011
Authors
Kevin M Gorey
Isaac N Luginaah
Eric J Holowaty
Guangyong Zou
Caroline Hamm
Emma Bartfay
Sindu M Kanjeekal
Madhan K Balagurusamy
Sundus Haji-Jama
Frances C Wright
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2012
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-12-897

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