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Published in: Journal of General Internal Medicine 2/2009

01-02-2009 | Original Article

Determinants of NCI Cancer Center Attendance in Medicare Patients with Lung, Breast, Colorectal, or Prostate Cancer

Authors: Tracy Onega, PhD, Eric J. Duell, PhD MS, Xun Shi, PhD, Eugene Demidenko, PhD, David Goodman, MD MS

Published in: Journal of General Internal Medicine | Issue 2/2009

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ABSTRACT

BACKGROUND

Geographic access to NCI-Cancer Centers varies by region, race/ethnicity, and place of residence, but utilization of these specialized centers has not been examined at the national level in the U.S. This study identified determinants of NCI-Cancer Center attendance in Medicare cancer patients.

METHODS

SEER-Medicare (Surveillance Epidemiology and End Results) data were used to identify individuals with an incident cancer of the breast, lung, colon/rectum, or prostate from 1998–2002. NCI-Cancer Center attendance was determined based on utilization claims from 1998–2003. Demographic, clinical, and geographic factors were examined in multilevel models. We performed sensitivity analyses for the NCI-Cancer Center attendance definition.

RESULTS

Overall, 7.3% of this SEER-Medicare cohort (N = 211,048) attended an NCI-Cancer Center. Travel-time to the nearest NCI-Cancer Center was inversely related to attendance, showing 11% decreased likelihood of attendance for every 10 minutes of additional travel-time (OR = 0.89, 95%CI 0.88–0.90). Receiving predominantly generalist care prior to diagnosis was associated with a lower likelihood of attendance (OR = 0.79, 95%CI 0.77–0.82). The other factors associated with greater NCI-Cancer attendance were later stage at diagnosis, fewer comorbidities, and urban residence in conjunction with African-American race.

CONCLUSIONS

Attendance at NCI-Cancer Centers is low among Medicare beneficiaries, but is strongly influenced by proximity and general provider care prior to diagnosis. Other patient factors are predictive of NCI-Cancer Center attendance and may be important in better understanding cancer care utilization.
Literature
1.
go back to reference Jemal A, Ward E, Hao Y, Thun M. Trends in the leading causes of death in the United States, 1970–2002. Jama. 2005;294101255–9.CrossRefPubMed Jemal A, Ward E, Hao Y, Thun M. Trends in the leading causes of death in the United States, 1970–2002. Jama. 2005;294101255–9.CrossRefPubMed
2.
go back to reference Birkmeyer NJ, Goodney PP, Stukel TA, Hillner BE, Birkmeyer JD. Do cancer centers designated by the National Cancer Institute have better surgical outcomes? Cancer. 2005;1033435–41.CrossRefPubMed Birkmeyer NJ, Goodney PP, Stukel TA, Hillner BE, Birkmeyer JD. Do cancer centers designated by the National Cancer Institute have better surgical outcomes? Cancer. 2005;1033435–41.CrossRefPubMed
3.
go back to reference Carney ME, Lancaster JM, Ford C, Tsodikov A, Wiggins CL. A population-based study of patterns of care for ovarian cancer: who is seen by a gynecologic oncologist and who is not? Gynecol Oncol. 2002;84136–42.CrossRefPubMed Carney ME, Lancaster JM, Ford C, Tsodikov A, Wiggins CL. A population-based study of patterns of care for ovarian cancer: who is seen by a gynecologic oncologist and who is not? Gynecol Oncol. 2002;84136–42.CrossRefPubMed
4.
go back to reference Gillis CR, Hole DJ. Survival outcome of care by specialist surgeons in breast cancer: a study of 3786 patients in the west of Scotland. Bmj. 1996;3127024145–8.PubMed Gillis CR, Hole DJ. Survival outcome of care by specialist surgeons in breast cancer: a study of 3786 patients in the west of Scotland. Bmj. 1996;3127024145–8.PubMed
5.
go back to reference Grilli R, Minozzi S, Tinazzi A, Labianca R, Sheldon TA, Liberati A. Do specialists do it better? The impact of specialization on the processes and outcomes of care for cancer patients. Ann Oncol. 1998;94365–74.CrossRefPubMed Grilli R, Minozzi S, Tinazzi A, Labianca R, Sheldon TA, Liberati A. Do specialists do it better? The impact of specialization on the processes and outcomes of care for cancer patients. Ann Oncol. 1998;94365–74.CrossRefPubMed
7.
go back to reference Bach PB, Cramer LD, Warren JL, Begg CB. Racial differences in the treatment of early-stage lung cancer. N Engl J Med. 1999;341161198–205.CrossRefPubMed Bach PB, Cramer LD, Warren JL, Begg CB. Racial differences in the treatment of early-stage lung cancer. N Engl J Med. 1999;341161198–205.CrossRefPubMed
8.
go back to reference Celaya MO, Rees JR, Gibson JJ, Riddle BL, Greenberg ER. Travel distance and season of diagnosis affect treatment choices for women with early-stage breast cancer in a predominantly rural population (United States). Cancer Causes Control. 2006;176851–6.CrossRefPubMed Celaya MO, Rees JR, Gibson JJ, Riddle BL, Greenberg ER. Travel distance and season of diagnosis affect treatment choices for women with early-stage breast cancer in a predominantly rural population (United States). Cancer Causes Control. 2006;176851–6.CrossRefPubMed
9.
go back to reference Cooper GS, Yuan Z, Chak A, Rimm AA. Geographic and patient variation among Medicare beneficiaries in the use of follow-up testing after surgery for nonmetastatic colorectal carcinoma. Cancer. 1999;85102124–31.CrossRefPubMed Cooper GS, Yuan Z, Chak A, Rimm AA. Geographic and patient variation among Medicare beneficiaries in the use of follow-up testing after surgery for nonmetastatic colorectal carcinoma. Cancer. 1999;85102124–31.CrossRefPubMed
10.
go back to reference Demissie K, Oluwole OO, Balasubramanian BA, Osinubi OO, August D, Rhoads GG. Racial differences in the treatment of colorectal cancer: a comparison of surgical and radiation therapy between Whites and Blacks. Ann Epidemiol. 2004;143215–21.CrossRefPubMed Demissie K, Oluwole OO, Balasubramanian BA, Osinubi OO, August D, Rhoads GG. Racial differences in the treatment of colorectal cancer: a comparison of surgical and radiation therapy between Whites and Blacks. Ann Epidemiol. 2004;143215–21.CrossRefPubMed
11.
go back to reference Elliott TE, Elliott BA, Renier CM, Haller IV. Rural-urban differences in cancer care: results from the Lake Superior Rural Cancer Care Project. Minn Med. 2004;87944–50.PubMed Elliott TE, Elliott BA, Renier CM, Haller IV. Rural-urban differences in cancer care: results from the Lake Superior Rural Cancer Care Project. Minn Med. 2004;87944–50.PubMed
12.
go back to reference Greenberg ER, Dain B, Freeman D, Yates J, Korson R. Referral of lung cancer patients to university hospital cancer centers. A population-based study in two rural states. Cancer. 1988;6281647–52.CrossRefPubMed Greenberg ER, Dain B, Freeman D, Yates J, Korson R. Referral of lung cancer patients to university hospital cancer centers. A population-based study in two rural states. Cancer. 1988;6281647–52.CrossRefPubMed
13.
go back to reference Iwashyna TJ, Curlin FA, Christakis NA. Racial, ethnic, and affluence differences in elderly patients’ use of teaching hospitals. J Gen Intern Med. 2002;179696–703.CrossRefPubMed Iwashyna TJ, Curlin FA, Christakis NA. Racial, ethnic, and affluence differences in elderly patients’ use of teaching hospitals. J Gen Intern Med. 2002;179696–703.CrossRefPubMed
15.
go back to reference Potosky AL, Riley GF, Lubitz JD, Mentnech RM, Kessler LG. Potential for cancer related health services research using a linked Medicare-tumor registry database. Med Care. 1993;318732–48.CrossRefPubMed Potosky AL, Riley GF, Lubitz JD, Mentnech RM, Kessler LG. Potential for cancer related health services research using a linked Medicare-tumor registry database. Med Care. 1993;318732–48.CrossRefPubMed
17.
go back to reference Onega TDE, Shi X, Demidenko E, Goodman D. Geographic access to cancer care in the United States. Cancer. 2008;1124909–18.CrossRefPubMed Onega TDE, Shi X, Demidenko E, Goodman D. Geographic access to cancer care in the United States. Cancer. 2008;1124909–18.CrossRefPubMed
19.
go back to reference Birkmeyer JD, Siewers AE, Marth NJ, Goodman DC. Regionalization of high-risk surgery and implications for patient travel times. Jama. 2003;290202703–8.CrossRefPubMed Birkmeyer JD, Siewers AE, Marth NJ, Goodman DC. Regionalization of high-risk surgery and implications for patient travel times. Jama. 2003;290202703–8.CrossRefPubMed
20.
go back to reference Schrag D, Bach PB, Dahlman C, Warren JL. Identifying and measuring hospital characteristics using the SEER-Medicare data and other claims-based sources. Med Care. 2002;40(8 Suppl):IV-96–103. Schrag D, Bach PB, Dahlman C, Warren JL. Identifying and measuring hospital characteristics using the SEER-Medicare data and other claims-based sources. Med Care. 2002;40(8 Suppl):IV-96–103.
21.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;405373–83.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;405373–83.CrossRefPubMed
22.
go back to reference Iezzoni LI, Foley SM, Daley J, Hughes J, Fisher ES, Heeren T. Comorbidities, complications, and coding bias. Does the number of diagnosis codes matter in predicting in-hospital mortality? Jama. 1992;267162197–203.CrossRefPubMed Iezzoni LI, Foley SM, Daley J, Hughes J, Fisher ES, Heeren T. Comorbidities, complications, and coding bias. Does the number of diagnosis codes matter in predicting in-hospital mortality? Jama. 1992;267162197–203.CrossRefPubMed
23.
go back to reference Klabunde CN, Potosky AL, Legler JM, Warren JL. Development of a comorbidity index using physician claims data. J Clin Epidemiol. 2000;53121258–67.CrossRefPubMed Klabunde CN, Potosky AL, Legler JM, Warren JL. Development of a comorbidity index using physician claims data. J Clin Epidemiol. 2000;53121258–67.CrossRefPubMed
24.
go back to reference Rabe-Hesketh SaS, A. Multilevel and Longitudinal Modeling Using Stata. College Station Texas: Stata Press; 2005. Rabe-Hesketh SaS, A. Multilevel and Longitudinal Modeling Using Stata. College Station Texas: Stata Press; 2005.
25.
go back to reference Chan L, Hart LG, Goodman DC. Geographic access to health care for rural Medicare beneficiaries. J Rural Health. 2006;222140–6.CrossRefPubMed Chan L, Hart LG, Goodman DC. Geographic access to health care for rural Medicare beneficiaries. J Rural Health. 2006;222140–6.CrossRefPubMed
26.
go back to reference Goodman DC, Fisher ES, Stukel TA, et al. The distance to community medical care and the likelihood of hospitalization. Am J Public Health. 1997;87:1144–1150.CrossRefPubMed Goodman DC, Fisher ES, Stukel TA, et al. The distance to community medical care and the likelihood of hospitalization. Am J Public Health. 1997;87:1144–1150.CrossRefPubMed
27.
go back to reference Gumpertz ML, Pickle LW, Miller BA, Bell BS. Geographic patterns of advanced breast cancer in Los Angeles: associations with biological and sociodemographic factors (United States). Cancer Causes Control. 2006;173325–39.CrossRefPubMed Gumpertz ML, Pickle LW, Miller BA, Bell BS. Geographic patterns of advanced breast cancer in Los Angeles: associations with biological and sociodemographic factors (United States). Cancer Causes Control. 2006;173325–39.CrossRefPubMed
28.
go back to reference Schroen AT, Brenin DR, Kelly MD, Knaus WA, Slingluff CL, Jr. Impact of patient distance to radiation therapy on mastectomy use in early-stage breast cancer patients. J Clin Oncol. 2005;23287074–80.CrossRefPubMed Schroen AT, Brenin DR, Kelly MD, Knaus WA, Slingluff CL, Jr. Impact of patient distance to radiation therapy on mastectomy use in early-stage breast cancer patients. J Clin Oncol. 2005;23287074–80.CrossRefPubMed
29.
go back to reference Cooper GS, Koroukian SM. Racial disparities in the use of and indications for colorectal procedures in Medicare beneficiaries. Cancer. 2004;1002418–24.CrossRefPubMed Cooper GS, Koroukian SM. Racial disparities in the use of and indications for colorectal procedures in Medicare beneficiaries. Cancer. 2004;1002418–24.CrossRefPubMed
30.
go back to reference Hodgson DC, Fuchs CS, Ayanian JZ. Impact of patient and provider characteristics on the treatment and outcomes of colorectal cancer. J Natl Cancer Inst. 2001;937501–15.CrossRefPubMed Hodgson DC, Fuchs CS, Ayanian JZ. Impact of patient and provider characteristics on the treatment and outcomes of colorectal cancer. J Natl Cancer Inst. 2001;937501–15.CrossRefPubMed
31.
go back to reference Morris AM, Billingsley KG, Baxter NN, Baldwin LM. Racial disparities in rectal cancer treatment: a population-based analysis. Arch Surg. 2004;1392151–5; discussion 156.CrossRefPubMed Morris AM, Billingsley KG, Baxter NN, Baldwin LM. Racial disparities in rectal cancer treatment: a population-based analysis. Arch Surg. 2004;1392151–5; discussion 156.CrossRefPubMed
32.
go back to reference Baicker K, Chandra A, Skinner JS, Wennberg JE. Who You Are And Where You Live: How Race And Geography Affect The Treatment Of Medicare Beneficiaries. Health Aff (Millwood). 2004. Baicker K, Chandra A, Skinner JS, Wennberg JE. Who You Are And Where You Live: How Race And Geography Affect The Treatment Of Medicare Beneficiaries. Health Aff (Millwood). 2004.
33.
go back to reference Shavers VL, Harlan LC, Stevens JL. Racial/ethnic variation in clinical presentation, treatment, and survival among breast cancer patients under age 35. Cancer. 2003;971134–47.CrossRefPubMed Shavers VL, Harlan LC, Stevens JL. Racial/ethnic variation in clinical presentation, treatment, and survival among breast cancer patients under age 35. Cancer. 2003;971134–47.CrossRefPubMed
34.
go back to reference Velanovich V, Yood MU, Bawle U, et al. Racial differences in the presentation and surgical management of breast cancer. Surgery. 1999;1254375–9.PubMed Velanovich V, Yood MU, Bawle U, et al. Racial differences in the presentation and surgical management of breast cancer. Surgery. 1999;1254375–9.PubMed
Metadata
Title
Determinants of NCI Cancer Center Attendance in Medicare Patients with Lung, Breast, Colorectal, or Prostate Cancer
Authors
Tracy Onega, PhD
Eric J. Duell, PhD MS
Xun Shi, PhD
Eugene Demidenko, PhD
David Goodman, MD MS
Publication date
01-02-2009
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 2/2009
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-008-0863-y

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