BMC Public Health | |
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 | |
Frances C Wright8  Sundus Haji-Jama4  Madhan K Balagurusamy4  Sindu M Kanjeekal7  Emma Bartfay9  Caroline Hamm5  Guangyong Zou6  Eric J Holowaty3  Isaac N Luginaah1  Kevin M Gorey2  | |
[1] Department of Geography, University of Western Ontario, London, Ontario, Canada;School of Social Work, University of Windsor, 401 Sunset Avenue, Windsor, Ontario, N9B 3P4, Canada;Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada;School of Social Work, University of Windsor, Windsor, Ontario, Canada;Windsor Regional Cancer Center and School of Medicine and Dentistry, Department of Medicine, Division of General Internal Medicine, University of Western Ontario, London, Ontario, Canada;Department of Epidemiology and Biostatistics, and Robarts Research Institute, University of Western Ontario, London, Ontario, Canada;Windsor Regional Cancer Center, Windsor, Ontario, Canada;Division of General Surgery, Sunnybrook Health Sciences Center and cross appointed to the Departments of Surgery, and Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada;Faculty of Health Sciences, University of Ontario Institute of Technology, Oshawa, Ontario, Canada | |
关键词: United States; California; Health care reform; High poverty neighborhoods; Poverty; Survival; Wait times; Chemotherapy; Surgery; Colon cancer care; Uninsured; Health insurance; | |
Others : 1162940 DOI : 10.1186/1471-2458-12-897 |
|
received in 2012-06-14, accepted in 2012-10-16, 发布年份 2012 | |
【 摘 要 】
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.
【 授权许可】
2012 Gorey et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150413084013191.pdf | 264KB | download |
【 参考文献 】
- [1]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.
- [2]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.
- [3]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.
- [4]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.
- [5]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.
- [6]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.
- [7]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.
- [8]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.
- [9]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]Wilson WJ: The truly disadvantaged: the inner city, the underclass, and public policy. University of Chicago Press; 1987.
- [11]Jargowsky PA: Poverty and place: ghettos, barrios, and the American city. New York: Russell Sage Foundation; 1997.
- [12]Jargowsky PA, Bane MJ: Ghetto poverty in the United States, 1970-1980. In The urban underclass (pp. 235-273). Edited by Jencks C, Peterson PE. Washington DC: The Brookings Institution; 1991.
- [13]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.
- [14]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.
- [15]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.
- [16]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.
- [17]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.
- [18]Polednak A: Poverty, comorbidity, and survival of colorectal cancer patients diagnosed in Connecticut. J Health Care Poor Underserved 2001, 12:302-310.
- [19]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.
- [20]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.
- [21]Figueredo A, Coombes ME, Mukherjee S: Adjuvant therapy for completely resected stage II colon cancer. Cochrane Database Syst Rev 2008., (3) CD005390
- [22]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.
- [23]Palmer RC, Schneider EC: Social disparities across the continuum of colorectal cancer: a systematic review. Cancer Causes Control 2005, 16:55-61.
- [24]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.
- [25]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.
- [26]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.
- [27]Halpern MT, Pavluck AL, Ko CY, Ward EM: Factors associated with colon cancer stage at diagnosis. Dig Dis Sci 2009, 54:2680-2693.
- [28]VanEenwyk J, Campo JS, Ossiander EM: Socioeconomic and demographic disparities in treatment of carcinoma of the colon and rectum. Cancer 2002, 95:39-46.
- [29]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.
- [30]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.
- [31]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.
- [32]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.
- [33]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.
- [34]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.
- [35]Koroukian SM, Bakaki PM, Raghavan D: Survival disparities by Medicaid status: an analysis of 8 cancers. Cancer 2012, 118:4271-4279.
- [36]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.
- [37]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.
- [38]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.
- [39]Bradley CJ: Financial hardship: a consequence of survivorship? J Clin Oncol 2012, 30:1579-1580.
- [40]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). Washington, DC: US Census Bureau; 2011.
- [41]Collins S, Rustgis S, Doty M: Realizing health reform’s potential: women and the Affordable Care Act of 2010. Washington, DC: The Commonwealth Fund; 2010.
- [42]North American Association of Central Cancer Registries: Data quality assessments. 2008. Available at: http://www.naaccr.org webcite. Accessed May 12, 2012
- [43]National Cancer Institute: Surveillance, epidemiology, and end results (SEER). 2008. Available at: http://www.seer.cancer.gov webcite. Accessed May 12, 2012
- [44]International Classification of Diseases: Ninth Revision. Geneva: World Health Organization; 1980.
- [45]2000 Census of population and housing in California: summary tape file 3 on CD-ROM. Washington DC: US Census Bureau; 2002.
- [46]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.
- [47]Statistics Canada: Definitions of “rural”. Ottawa: Statistics Canada; 2002.
- [48]Fleiss JL: Statistical methods for rates and proportions. 2nd edition. New York: John Wiley & Sons; 1981.
- [49]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.
- [50]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.
- [51]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.
- [52]Lee BA, Marlay M: The right side of the tracks: affluent neighborhoods in the metropolitan United States. Soc Sci Q 2007, 88:766-789.
- [53]California Cancer Registry: Cancer reporting in California: abstracting and coding procedures for hospitals. California cancer reporting system standards, Vol 1. 7th edition. Sacramento: Department of Health Services, Cancer Surveillance Section; 2003.
- [54]Greene FL, Page DL, Fleming ID, Fritz A, Balch CM, Haller DG, Morrow M (Eds): AJCC staging manual. 6th edition. NY: Springer-Verlag; 2002.
- [55]Fritz A, Ries L (Eds): SEER extent of disease: codes and coding instructions. 3rd edition. Bethesda: National Cancer Institute; 1998.
- [56]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.
- [57]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.
- [58]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.
- [59]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.
- [60]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.
- [61]Czaykowski P, Gill S, Kennecke H, Turner D, Gordon V: Adjuvant chemotherapy (AC) for stage 3 colon cancer: does timing matter?. Orlando: Paper presented at the Gastrointestinal Cancers Symposium; 2007.
- [62]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.
- [63]Greenland S: Introduction to regression modeling. In Modern Epidemiology. 2nd edition. Edited by Rothman KJ, Greenland S. Philadelphia: Lippincott-Raven Publishers; 1998:401-432.
- [64]Gorey KM: Regarding "Associations between socioeconomic status and cancer survival.". Ann Epidemiol 2006, 16:789-791.
- [65]Hosmer DW, Lemeshow S: Applied logistic regression. 2nd edition. NY: John Wiley & Sons; 2000.
- [66]Agresti A: Categorical data analysis. Hoboken: John Wiley & Sons; 2002.
- [67]Greenland S: Interpretation and choice of effect measures in epidemiologic analysis. Am J Epidemiol 1987, 125:761-768.
- [68]Mantel N, Haenszel W: Statistical aspects of the analysis of data from retrospective studies of disease. J Natl Cancer Inst 1959, 22:719-748.
- [69]Miettinen OS: Estimability and estimation in case referent-studies. Am J Epidemiol 1976, 103:226-235.
- [70]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.
- [71]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.
- [72]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.
- [73]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.
- [74]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. BioMed Central Full Text
- [75]Verrill C: Assessing the reliability and validity of primary payer information in central cancer registry data. Quebec: Paper presented at the annual meeting of the North American Association of Central Cancer Registries; 2010.
- [76]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.
- [77]Subramanian SV, Jones K, Kaddour A, Krieger N: Revisiting Robinson: the perils of individualistic and ecologic fallacy. Int J Epidemiol 2009, 38:342-360.
- [78]Silver E: Race, neighborhood disadvantage, and violence among persons with mental disorders: the importance of contextual measurement. Law Hum Behav 2000, 24:449-456.
- [79]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.
- [80]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.
- [81]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.
- [82]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]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.
- [84]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.
- [85]Lenfant C, Freidman L, Thom T: Fifty years of death certificates: the Framingham Heart Study. Ann Intern Med 1998, 129:1066-1067.
- [86]Brown BW, Brauner C, Minnotte MC: Noncancer deaths in White adult cancer patients. J Natl Cancer Inst 1993, 85:979-987.