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Published in: Journal of Community Health 2/2016

01-04-2016 | Original Paper

Availability of Healthcare Resources and Colorectal Cancer Outcomes Among Non-Hispanic White and Non-Hispanic Black Adults

Authors: Tomi Akinyemiju, John W. Waterbor, Maria Pisu, Justin Xavier Moore, Sean F. Altekruse

Published in: Journal of Community Health | Issue 2/2016

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Abstract

This study aims to examine if access to healthcare, measured through the availability of medical resources at the neighborhood level, influences colorectal cancer (CRC) stage, treatment and survival using the Surveillance Epidemiology and Ends Result (SEER) dataset (November 2012), linked with the 2004 Area Resource File. A cross-sectional study was conducted to determine the association between availability of healthcare resources and CRC outcomes among non-Hispanic Black (n = 9162) and non-Hispanic White patients (n = 97,264). CRC patients were identified using the SEER*Stat program, and individual socio-demographic, clinical, and county-level healthcare access variables were obtained for each patient. Among NH-W patients, residence in counties with lower number of oncology hospitals was associated with increased odds of late stage diagnosis (OR 1.09, 95 % CI 1.04–1.14), reduced odds of receiving surgery (OR 0.83, 95 % CI 0.74–0.92) and higher hazard rates (HR 1.09, 95 % CI 1.06–1.12). There were no significant associations among NH-B patients. Increased availability of healthcare resources improves CRC outcomes among NH-W patients. However, future studies are required to better understand healthcare utilization patterns in NH-B neighborhoods, and identify other important dimensions of healthcare access such as affordability, acceptability and accommodation.
Literature
1.
go back to reference Andaya, A. A., Enewold, L., Zahm, S. H., Shriver, C. D., Stojadinovic, A., McGlynn, K. A., & Zhu, K. (2013). Race and colon cancer survival in an equal-access health care system. Cancer Epidemiology Biomarkers & Prevention, 22(6), 1030–1036.CrossRef Andaya, A. A., Enewold, L., Zahm, S. H., Shriver, C. D., Stojadinovic, A., McGlynn, K. A., & Zhu, K. (2013). Race and colon cancer survival in an equal-access health care system. Cancer Epidemiology Biomarkers & Prevention, 22(6), 1030–1036.CrossRef
2.
go back to reference Bromley, E. G., May, F. P., Federer, L., Spiegel, B. M., & van Oijen, M. G. (2015). Explaining persistent under-use of colonoscopic cancer screening in African Americans: A systematic review. Preventive Medicine, 71, 40–48.CrossRefPubMed Bromley, E. G., May, F. P., Federer, L., Spiegel, B. M., & van Oijen, M. G. (2015). Explaining persistent under-use of colonoscopic cancer screening in African Americans: A systematic review. Preventive Medicine, 71, 40–48.CrossRefPubMed
3.
go back to reference Diez Roux, A. V. (2002). A glossary for multilevel analysis. Journal of Epidemiology and Community Health, 56(8), 588–594.CrossRefPubMed Diez Roux, A. V. (2002). A glossary for multilevel analysis. Journal of Epidemiology and Community Health, 56(8), 588–594.CrossRefPubMed
4.
go back to reference Dominitz, J. A., Samsa, G. P., Landsman, P., & Provenzale, D. (1998). Race, treatment, and survival among colorectal carcinoma patients in an equal-access medical system. Cancer, 82(12), 2312–2320.CrossRefPubMed Dominitz, J. A., Samsa, G. P., Landsman, P., & Provenzale, D. (1998). Race, treatment, and survival among colorectal carcinoma patients in an equal-access medical system. Cancer, 82(12), 2312–2320.CrossRefPubMed
5.
go back to reference Fan, J. X., Hanson, H. A., Zick, C. D., Brown, B. B., Kowaleski-Jones, L., & Smith, K. R. (2014). Geographic scale matters in detecting the relationship between neighbourhood food environments and obesity risk: An analysis of driver license records in Salt Lake County, Utah. BMJ Open, 4(8), e005458.CrossRefPubMedPubMedCentral Fan, J. X., Hanson, H. A., Zick, C. D., Brown, B. B., Kowaleski-Jones, L., & Smith, K. R. (2014). Geographic scale matters in detecting the relationship between neighbourhood food environments and obesity risk: An analysis of driver license records in Salt Lake County, Utah. BMJ Open, 4(8), e005458.CrossRefPubMedPubMedCentral
6.
go back to reference Fitzgerald, T. L., Lea, C. S., Brinkley, J., & Zervos, E. E. (2014). Colorectal cancer outcome inequalities: Association between population density, race, and socioeconomic status. Rural and Remote Health, 14(3), 2668.PubMed Fitzgerald, T. L., Lea, C. S., Brinkley, J., & Zervos, E. E. (2014). Colorectal cancer outcome inequalities: Association between population density, race, and socioeconomic status. Rural and Remote Health, 14(3), 2668.PubMed
7.
go back to reference Gill, A. A., Enewold, L., Zahm, S. H., Shriver, C. D., Stojadinovic, A., McGlynn, K. A., & Zhu, K. (2014). Colon cancer treatment: Are there racial disparities in an equal-access healthcare system? Diseases of the Colon and Rectum, 57(9), 1059–1065.CrossRefPubMedPubMedCentral Gill, A. A., Enewold, L., Zahm, S. H., Shriver, C. D., Stojadinovic, A., McGlynn, K. A., & Zhu, K. (2014). Colon cancer treatment: Are there racial disparities in an equal-access healthcare system? Diseases of the Colon and Rectum, 57(9), 1059–1065.CrossRefPubMedPubMedCentral
8.
go back to reference Haas, J. S., Brawarsky, P., Iyer, A., Fitzmaurice, G. M., Neville, B. A., & Earle, C. (2011). Association of area sociodemographic characteristics and capacity for treatment with disparities in colorectal cancer care and mortality. Cancer, 117(18), 4267–4276.CrossRefPubMed Haas, J. S., Brawarsky, P., Iyer, A., Fitzmaurice, G. M., Neville, B. A., & Earle, C. (2011). Association of area sociodemographic characteristics and capacity for treatment with disparities in colorectal cancer care and mortality. Cancer, 117(18), 4267–4276.CrossRefPubMed
9.
go back to reference Haas, J. S., Brawarsky, P., Iyer, A., Fitzmaurice, G. M., Neville, B. A., Earle, C., & Kaplan, C. P. (2010). Association of local capacity for endoscopy with individual use of colorectal cancer screening and stage at diagnosis. Cancer, 116(12), 2922–2931.CrossRefPubMedPubMedCentral Haas, J. S., Brawarsky, P., Iyer, A., Fitzmaurice, G. M., Neville, B. A., Earle, C., & Kaplan, C. P. (2010). Association of local capacity for endoscopy with individual use of colorectal cancer screening and stage at diagnosis. Cancer, 116(12), 2922–2931.CrossRefPubMedPubMedCentral
10.
go back to reference Hines, R., Markossian, T., Johnson, A., Dong, F., & Bayakly, R. (2014). Geographic residency status and census tract socioeconomic status as determinants of colorectal cancer outcomes. American Journal of Public Health, 104(3), e63–e71.CrossRefPubMedPubMedCentral Hines, R., Markossian, T., Johnson, A., Dong, F., & Bayakly, R. (2014). Geographic residency status and census tract socioeconomic status as determinants of colorectal cancer outcomes. American Journal of Public Health, 104(3), e63–e71.CrossRefPubMedPubMedCentral
11.
go back to reference Kirby, J. B., Taliaferro, G., & Zuvekas, S. H. (2006). Explaining racial and ethnic disparities in health care. Medical Care, 44(5 Suppl), I64–I72.PubMed Kirby, J. B., Taliaferro, G., & Zuvekas, S. H. (2006). Explaining racial and ethnic disparities in health care. Medical Care, 44(5 Suppl), I64–I72.PubMed
12.
go back to reference Kish, J. K., Yu, M., Percy-Laurry, A., & Altekruse, S. F. (2014). Racial and ethnic disparities in cancer survival by neighborhood socioeconomic status in Surveillance, Epidemiology, and End Results (SEER) Registries. Journal of the National Cancer Institute Monographs, 2014(49), 236–243.CrossRefPubMed Kish, J. K., Yu, M., Percy-Laurry, A., & Altekruse, S. F. (2014). Racial and ethnic disparities in cancer survival by neighborhood socioeconomic status in Surveillance, Epidemiology, and End Results (SEER) Registries. Journal of the National Cancer Institute Monographs, 2014(49), 236–243.CrossRefPubMed
13.
go back to reference Krieger, N., Chen, J. T., Waterman, P. D., Rehkopf, D. H., & Subramanian, S. V. (2003). Race/ethnicity, gender, and monitoring socioeconomic gradients in health: A comparison of area-based socioeconomic measures—the public health disparities geocoding project. American Journal of Public Health, 93(10), 1655–1671.CrossRefPubMedPubMedCentral Krieger, N., Chen, J. T., Waterman, P. D., Rehkopf, D. H., & Subramanian, S. V. (2003). Race/ethnicity, gender, and monitoring socioeconomic gradients in health: A comparison of area-based socioeconomic measures—the public health disparities geocoding project. American Journal of Public Health, 93(10), 1655–1671.CrossRefPubMedPubMedCentral
14.
go back to reference Laiyemo, A. O. (2014). Reducing racial disparity in colorectal cancer burden. Digestive Diseases and Sciences, 59(9), 2025–2027.CrossRefPubMed Laiyemo, A. O. (2014). Reducing racial disparity in colorectal cancer burden. Digestive Diseases and Sciences, 59(9), 2025–2027.CrossRefPubMed
15.
go back to reference Modiri, A., Makipour, K., Gomez, J., & Friedenberg, F. (2013). Predictors of colorectal cancer testing using the California Health Inventory Survey. World Journal of Gastroenterology, 19(8), 1247–1255.CrossRefPubMedPubMedCentral Modiri, A., Makipour, K., Gomez, J., & Friedenberg, F. (2013). Predictors of colorectal cancer testing using the California Health Inventory Survey. World Journal of Gastroenterology, 19(8), 1247–1255.CrossRefPubMedPubMedCentral
16.
go back to reference Peipins, L. A., Graham, S., Young, R., Lewis, B., Foster, S., Flanagan, B., & Dent, A. (2011). Time and distance barriers to mammography facilities in the Atlanta metropolitan area. Journal of Community Health, 36(4), 675–683.CrossRefPubMed Peipins, L. A., Graham, S., Young, R., Lewis, B., Foster, S., Flanagan, B., & Dent, A. (2011). Time and distance barriers to mammography facilities in the Atlanta metropolitan area. Journal of Community Health, 36(4), 675–683.CrossRefPubMed
17.
go back to reference Penchansky, R., & Thomas, J. W. (1981). The concept of access: Definition and relationship to consumer satisfaction. Medical Care, 19(2), 127–140.CrossRefPubMed Penchansky, R., & Thomas, J. W. (1981). The concept of access: Definition and relationship to consumer satisfaction. Medical Care, 19(2), 127–140.CrossRefPubMed
18.
go back to reference Polite, B. N., Dignam, J. J., & Olopade, O. I. (2006). Colorectal cancer model of health disparities: Understanding mortality differences in minority populations. Journal of Clinical Oncology, 24(14), 2179–2187.CrossRefPubMed Polite, B. N., Dignam, J. J., & Olopade, O. I. (2006). Colorectal cancer model of health disparities: Understanding mortality differences in minority populations. Journal of Clinical Oncology, 24(14), 2179–2187.CrossRefPubMed
19.
go back to reference Ponce, N. A., Huh, S., & Bastani, R. (2005). Do HMO market level factors lead to racial/ethnic disparities in colorectal cancer screening? A comparison between high-risk Asian and Pacific Islander Americans and high-risk whites. Medical Care, 43(11), 1101–1108.CrossRefPubMed Ponce, N. A., Huh, S., & Bastani, R. (2005). Do HMO market level factors lead to racial/ethnic disparities in colorectal cancer screening? A comparison between high-risk Asian and Pacific Islander Americans and high-risk whites. Medical Care, 43(11), 1101–1108.CrossRefPubMed
20.
go back to reference Rubin, M. S., Clouston, S., & Link, B. G. (2014). A fundamental cause approach to the study of disparities in lung cancer and pancreatic cancer mortality in the United States. Social Science and Medicine, 100, 54–61.CrossRefPubMed Rubin, M. S., Clouston, S., & Link, B. G. (2014). A fundamental cause approach to the study of disparities in lung cancer and pancreatic cancer mortality in the United States. Social Science and Medicine, 100, 54–61.CrossRefPubMed
22.
go back to reference Saunders, M. R., Lee, H., Maene, C., Schuble, T., & Cagney, K. A. (2014). Proximity does not equal access: Racial disparities in access to high quality dialysis facilities. Journal of Racial and Ethnic Health Disparities, 1(4), 291–299.CrossRefPubMedPubMedCentral Saunders, M. R., Lee, H., Maene, C., Schuble, T., & Cagney, K. A. (2014). Proximity does not equal access: Racial disparities in access to high quality dialysis facilities. Journal of Racial and Ethnic Health Disparities, 1(4), 291–299.CrossRefPubMedPubMedCentral
23.
go back to reference Siegel, R., Desantis, C., & Jemal, A. (2014). Colorectal cancer statistics, 2014. CA: A Cancer Journal for Clinicians, 64(2), 104–117. Siegel, R., Desantis, C., & Jemal, A. (2014). Colorectal cancer statistics, 2014. CA: A Cancer Journal for Clinicians, 64(2), 104–117.
24.
go back to reference Soneji, S., Armstrong, K., & Asch, D. A. (2012). Socioeconomic and physician supply determinants of racial disparities in colorectal cancer screening. Journal of Oncology Practice, 8(5), e125–e134.CrossRefPubMedPubMedCentral Soneji, S., Armstrong, K., & Asch, D. A. (2012). Socioeconomic and physician supply determinants of racial disparities in colorectal cancer screening. Journal of Oncology Practice, 8(5), e125–e134.CrossRefPubMedPubMedCentral
25.
go back to reference Stimpson, J. P., Pagan, J. A., & Chen, L. W. (2012). Reducing racial and ethnic disparities in colorectal cancer screening is likely to require more than access to care. Health Affairs (Millwood), 31(12), 2747–2754.CrossRef Stimpson, J. P., Pagan, J. A., & Chen, L. W. (2012). Reducing racial and ethnic disparities in colorectal cancer screening is likely to require more than access to care. Health Affairs (Millwood), 31(12), 2747–2754.CrossRef
26.
go back to reference Subramanian, S. V., Chen, J. T., Rehkopf, D. H., Waterman, P. D., & Krieger, N. (2006). Comparing individual- and area-based socioeconomic measures for the surveillance of health disparities: A multilevel analysis of Massachusetts births, 1989–1991. American Journal of Epidemiology, 164(9), 823–834.CrossRefPubMed Subramanian, S. V., Chen, J. T., Rehkopf, D. H., Waterman, P. D., & Krieger, N. (2006). Comparing individual- and area-based socioeconomic measures for the surveillance of health disparities: A multilevel analysis of Massachusetts births, 1989–1991. American Journal of Epidemiology, 164(9), 823–834.CrossRefPubMed
27.
go back to reference Tao, L., Ladabaum, U., Gomez, S. L., & Cheng, I. (2014). Colorectal cancer mortality among Hispanics in California: Differences by neighborhood socioeconomic status and nativity. Cancer, 120(22), 3510–3518.CrossRefPubMed Tao, L., Ladabaum, U., Gomez, S. L., & Cheng, I. (2014). Colorectal cancer mortality among Hispanics in California: Differences by neighborhood socioeconomic status and nativity. Cancer, 120(22), 3510–3518.CrossRefPubMed
28.
go back to reference Thomas, J. W., & Penchansky, R. (1984). Relating satisfaction with access to utilization of services. Medical Care, 22(6), 553–568.CrossRefPubMed Thomas, J. W., & Penchansky, R. (1984). Relating satisfaction with access to utilization of services. Medical Care, 22(6), 553–568.CrossRefPubMed
29.
go back to reference Towne, S. D, Jr, Smith, M. L., & Ory, M. G. (2014). Geographic variations in access and utilization of cancer screening services: examining disparities among American Indian and Alaska Native Elders. International Journal of Health Geographics, 13, 18.CrossRefPubMedPubMedCentral Towne, S. D, Jr, Smith, M. L., & Ory, M. G. (2014). Geographic variations in access and utilization of cancer screening services: examining disparities among American Indian and Alaska Native Elders. International Journal of Health Geographics, 13, 18.CrossRefPubMedPubMedCentral
30.
go back to reference Zenk, S. N., Tarlov, E., & Sun, J. (2006). Spatial equity in facilities providing low- or no-fee screening mammography in Chicago neighborhoods. Journal of Urban Health, 83(2), 195–210.CrossRefPubMedPubMedCentral Zenk, S. N., Tarlov, E., & Sun, J. (2006). Spatial equity in facilities providing low- or no-fee screening mammography in Chicago neighborhoods. Journal of Urban Health, 83(2), 195–210.CrossRefPubMedPubMedCentral
31.
go back to reference Zullig, L. L., Carpenter, W. R., Provenzale, D., Weinberger, M., Reeve, B. B., & Jackson, G. L. (2013). Examining potential colorectal cancer care disparities in the Veterans Affairs health care system. Journal of Clinical Oncology, 31(28), 3579–3584.CrossRefPubMedPubMedCentral Zullig, L. L., Carpenter, W. R., Provenzale, D., Weinberger, M., Reeve, B. B., & Jackson, G. L. (2013). Examining potential colorectal cancer care disparities in the Veterans Affairs health care system. Journal of Clinical Oncology, 31(28), 3579–3584.CrossRefPubMedPubMedCentral
Metadata
Title
Availability of Healthcare Resources and Colorectal Cancer Outcomes Among Non-Hispanic White and Non-Hispanic Black Adults
Authors
Tomi Akinyemiju
John W. Waterbor
Maria Pisu
Justin Xavier Moore
Sean F. Altekruse
Publication date
01-04-2016
Publisher
Springer US
Published in
Journal of Community Health / Issue 2/2016
Print ISSN: 0094-5145
Electronic ISSN: 1573-3610
DOI
https://doi.org/10.1007/s10900-015-0096-z

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