Colorectal Cancer and Quality of Life: A Medicare Advantage Study by Race, Ethnicity, and Language
Emna Bakillah
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorCorresponding Author
J. Walker Rosenthal
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Correspondence: J. Walker Rosenthal ([email protected])
Search for more papers by this authorSolomiya Syvyk
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorChris Wirtalla
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorJames Sharpe
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorRaina M. Merchant
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Emergency Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorShivan J. Mehta
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Division of Gastroenterology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorCarmen E. Guerra
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorRachel Kelz
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorEmna Bakillah
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorCorresponding Author
J. Walker Rosenthal
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Correspondence: J. Walker Rosenthal ([email protected])
Search for more papers by this authorSolomiya Syvyk
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorChris Wirtalla
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorJames Sharpe
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Search for more papers by this authorRaina M. Merchant
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Emergency Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorShivan J. Mehta
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Division of Gastroenterology, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorCarmen E. Guerra
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Abramson Cancer Center, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Medicine, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorRachel Kelz
Department of Surgery, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
Department of Surgery, Center for Surgery and Health Economics, Philadelphia, Pennsylvania, USA
Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania, USA
Search for more papers by this authorABSTRACT
Background and Methods
Colorectal cancer (CRC) treatment can influence health-related quality of life (HRQOL). This study examined HRQOL among older adults undergoing CRC treatment, and the conditional effects of race, ethnicity, and primary language. We conducted a retrospective cohort study of Medicare Advantage enrollees ≥ 65 years old who completed the Medicare Health Outcomes Survey (MHOS) (2016−2020). The exposure group answered “Yes” to the current CRC treatment and the control group answered “No.” The primary outcomes were physical component summary (PCS) and mental component summary (MCS) scores. Conditional effects by race and ethnicity were analyzed using interaction terms.
Results
Among 184 486 adults, 676 (0.4%) reported current CRC treatment. Those receiving treatment had significantly lower PCS scores (β coefficient −1.98, p < 0.001) and lower MCS scores (β coefficient −0.81, p = 0.018), compared to nontreatment. In the treatment group, Hispanic respondents and Spanish speakers had higher PCS scores (β coefficient 1.96, p = 0.019 and 3.19, p = 0.023, respectively), and respondents identifying as American Indian or Alaska Native had higher MCS scores (β coefficient 8.72, p = 0.016).
Conclusion
Individuals receiving CRC treatment exhibit worse HRQOL. Outcomes differed by race and ethnicity. This study suggests the need to invest in targeted interventions to improve overall HRQOL during treatment for CRC.
Conflicts of Interest
The authors declare no conflicts of interest.
Open Research
Data Availability Statement
Data sharing is not applicable to this article as no new data were created in this study. The data used in this study is available for request from the Center for Medicare and Medicare Services at https://www.cms.gov/data-research/research/health-outcomes-survey. The author's license does not permit sharing of this data.
Supporting Information
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References
- 1H. Sung, J. Ferlay, R. L. Siegel, et al., “Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries,” CA: A Cancer Journal for Clinicians 71, no. 3 (2021): 209–249.
- 2M. Arnold, M. S. Sierra, M. Laversanne, I. Soerjomataram, A. Jemal, and F. Bray, “Global Patterns and Trends in Colorectal Cancer Incidence and Mortality,” Gut 66, no. 4 (2017): 683–691.
- 3“Globocan 2018: Cancer Fact Sheets—Colorectal Cancer. Secondary Globocan 2018: Cancer Fact Sheets—Colorectal Cancer 2018,” Cancer IAfRo, https://gco.iarc.fr/today/data/factsheets/cancers/10_8_9-Colorectum-fact-sheet.pdf.
- 4L. H. Biller and D. Schrag, “Diagnosis and Treatment of Metastatic Colorectal Cancer: A Review,” Journal of the American Medical Association 325, no. 7 (2021): 669–685.
- 5S. D. Ramsey, M. R. Andersen, R. Etzioni, et al., “Quality of Life in Survivors of Colorectal Carcinoma,” Cancer 88, no. 6 (2000): 1294–1303.
10.1002/(SICI)1097-0142(20000315)88:6<1294::AID-CNCR4>3.0.CO;2-M CAS PubMed Web of Science® Google Scholar
- 6S. D. Anker, S. Agewall, M. Borggrefe, et al., “The Importance of Patient-Reported Outcomes: A Call for Their Comprehensive Integration in Cardiovascular Clinical Trials,” European Heart Journal 35, no. 30 (2014): 2001–2009.
- 7A. Ambs, J. L. Warren, K. M. Bellizzi, M. Topor, S. C. Haffer, and S. B. Clauser, “Overview of the SEER—Medicare Health Outcomes Survey Linked Dataset,” Health Care Financing Review 29, no. 4 (2008): 5–21.
- 8“Secondary Medicare Health Outcomes Survey,” Medicare Health Outcomes Survey, August 21, 2023, https://www.hosonline.org/.
- 9J. A. Fleishman, A. J. Selim, and L. E. Kazis, “Deriving SF-12v2 Physical and Mental Health Summary Scores: A Comparison of Different Scoring Algorithms,” Quality of Life Research 19 (2010): 231–241.
- 10E. E. Kent, A. Ambs, S. A. Mitchell, S. B. Clauser, A. W. Smith, and R. D. Hays, “Health-Related Quality of Life in Older Adult Survivors of Selected Cancers: Data From the SEER-MHOS Linkage,” Cancer 121, no. 5 (2015): 758–765.
- 11B. R. Winters, J. L. Wright, S. K. Holt, A. Dash, J. L. Gore, and G. R. Schade, “Health Related Quality of Life Following Radical Cystectomy: Comparative Analysis From the Medicare Health Outcomes Survey,” Journal of Urology 199, no. 3 (2018): 669–675.
- 12E. Von Elm, D. G. Altman, M. Egger, S. J. Pocock, P. C. Gøtzsche, and J. P. Vandenbroucke, “The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies,” Annals of Internal Medicine 147, no. 8 (2007): 573–577.
- 13L. Jansen, A. Herrmann, C. Stegmaier, S. Singer, H. Brenner, and V. Arndt, “Health-Related Quality of Life During the 10 Years After Diagnosis of Colorectal Cancer: A Population-Based Study,” Journal of Clinical Oncology 29, no. 24 (2011): 3263–3269.
- 14T. LeMasters, S. Madhavan, U. Sambamoorthi, and S. Kurian, “A Population-Based Study Comparing HRQoL Among Breast, Prostate, and Colorectal Cancer Survivors to Propensity Score Matched Controls, by Cancer Type, and Gender,” Psycho-Oncology 22, no. 10 (2013): 2270–2282.
- 15J. L. Rodriguez, N. A. Hawkins, Z. Berkowitz, and C. Li, “Factors Associated With Health-Related Quality of Life Among Colorectal Cancer Survivors,” American Journal of Preventive Medicine 49, no. 6 (2015): S518–S527.
- 16T. R. Wilson and D. J. Alexander, “Clinical and Non-Clinical Factors Influencing Postoperative Health-Related Quality of Life in Patients With Colorectal Cancer,” British Journal of Surgery 95, no. 11 (2008): 1408–1415.
- 17J. Engel, J. Kerr, A. Schlesinger-Raab, R. Eckel, H. Sauer, and D. Hölzel, “Quality of Life in Rectal Cancer Patients: A Four-Year Prospective Study,” Annals of Surgery 238, no. 2 (2003): 203–213.
- 18M. M. Grumann, E. M. Noack, I. A. Hoffmann, and P. M. Schlag, “Comparison of Quality of Life in Patients Undergoing Abdominoperineal Extirpation or Anterior Resection for Rectal Cancer,” Annals of Surgery 233, no. 2 (2001): 149–156.
- 19J. Norum, “Adjuvant Chemotherapy in Dukes' B and C Colorectal Cancer Has Only a Minor Influence on Psychological Distress,” Supportive Care in Cancer 5 (1997): 318–321.
- 20A. Zaniboni, R. Labianca, S. Marsoni, et al., “GIVIO-SITAC 01: A Randomized Trial of Adjuvant 5-Fluorouracil and Folinic Acid Administered to Patients With Colon Carcinoma-Long Term Results and Evaluation of the Indicators of Health-Related Quality of Life,” Cancer 82, no. 11 (1998): 2135–2144.
10.1002/(SICI)1097-0142(19980601)82:11<2135::AID-CNCR7>3.0.CO;2-U CAS PubMed Web of Science® Google Scholar
- 21M. G. Guren, S. Dueland, E. Skovlund, S. D. Fosså, J. P. Poulsen, and K. M. Tveit, “Quality of Life During Radiotherapy for Rectal Cancer,” European Journal of Cancer 39, no. 5 (2003): 587–594.
- 22M. Ho, J. W. C. Ho, D. Y. T. Fong, et al., “Effects of Dietary and Physical Activity Interventions on Generic and Cancer-Specific Health-Related Quality of Life, Anxiety, and Depression in Colorectal Cancer Survivors: A Randomized Controlled Trial,” Journal of Cancer Survivorship 14 (2020): 424–433.
- 23E. J. Rajotte, J. C. Yi, K. S. Baker, L. Gregerson, A. Leiserowitz, and K. L. Syrjala, “Community-Based Exercise Program Effectiveness and Safety for Cancer Survivors,” Journal of Cancer Survivorship 6 (2012): 219–228.
- 24T. Luckett, D. Goldstein, P. N. Butow, et al., “Psychological Morbidity and Quality of Life of Ethnic Minority Patients With Cancer: A Systematic Review and Meta-Analysis,” Lancet Oncology 12, no. 13 (2011): 1240–1248.
- 25K. J. Yost, E. A. Hahn, A. M. Zaslavsky, J. Z. Ayanian, and D. W. West, “Predictors of Health-Related Quality of Life in Patients With Colorectal Cancer,” Health and Quality of Life Outcomes 6, no. 1 (2008): 66.
- 26J. Z. Ayanian, A. M. Zaslavsky, E. Guadagnoli, et al., “Patients' Perceptions of Quality of Care for Colorectal Cancer by Race, Ethnicity, and Language,” Journal of Clinical Oncology 23, no. 27 (2005): 6576–6586.
- 27A. G. Ramirez, B. Y. Choi, E. Munoz, et al., “Assessing the Effect of Patient Navigator Assistance for Psychosocial Support Services on Health-Related Quality of Life in a Randomized Clinical Trial in Latino Breast, Prostate, and Colorectal Cancer Survivors,” Cancer 126, no. 5 (2020): 1112–1123.
- 28B. A. Guadagnolo, D. Dohan, and P. Raich, “Metrics for Evaluating Patient Navigation During Cancer Diagnosis and Treatment: Crafting a Policy-Relevant Research Agenda for Patient Navigation in Cancer Care,” supplement, Cancer 117, no. S15 (2011): 3563–3572.
- 29K. J. Wells, T. A. Battaglia, D. J. Dudley, et al., “Patient Navigation: State of the Art or Is It Science?,” Cancer 113, no. 8 (2008): 1999–2010.
- 30L. Burhansstipanov, M. Dignan, K. L. Jones, L. U. Krebs, P. Marchionda, and J. S. Kaur, “A Comparison of Quality of Life Between Native and Non-Native Cancer Survivors: Native and Non-Native Cancer Survivors' QOL,” Journal of Cancer Education 27 (2012): 106–113.
10.1007/s13187-012-0318-3 Google Scholar
- 31T. D. Bastian and L. Burhansstipanov, “Sharing Wisdom, Sharing Hope: Strategies Used by Native American Cancer Survivors to Restore Quality of Life,” JCO Global Oncology 6, no. 6 (2020): 161–166.
- 32D. G. Petereit, B. A. Guadagnolo, R. Wong, and C. N. Coleman, “Addressing Cancer Disparities Among American Indians Through Innovative Technologies and Patient Navigation: The Walking Forward Experience,” Frontiers in Oncology 1 (2011): 10789.
10.3389/fonc.2011.00011 Google Scholar
- 33C. B. Finn, J. E. Sharpe, J. K. Tong, et al., “Development of a Machine Learning Model to Identify Colorectal Cancer Stage in Medicare Claims,” JCO Clinical Cancer Informatics 7, no. 7 (2023): e2300003.