Estimating The Health And Economic Burden Of Cancer Among Those Diagnosed As Adolescents And Young Adults
Open accessAbstract
Adolescent and young adult cancer survivors-those who were ages 15-39 at their first cancer diagnosis-have important health limitations. These survivors are at risk for higher health care expenditures and lost productivity, compared to adults without a history of cancer. Using Medical Expenditure Panel Survey data, we present nationally representative estimates of the economic burden among people who were diagnosed with cancer in adolescence or young adulthood. Our findings demonstrate that surviving cancer at this age is associated with a substantial economic burden. Compared to adults without a history of cancer, adolescent and young adult cancer survivors had excess annual medical expenditures of $3,170 per person and excess annual productivity losses of $2,250 per person. Multifaceted prevention strategies, including education and sustained intervention programs to ensure access to lifelong risk-based follow-up care, may be effective ways to improve the economic outcomes associated with cancer survivorship in this population.
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Physical symptoms and emotional distress contribute to significant social, economic, and health burdens for young adult cancer survivors.
“Consequently, physical symptoms and emotional distress contribute to significant social, economic, and health burdens for YA at a time when they should otherwise be on an upward social, economic, and health trajectory [18–22].”
From Improving symptom management for survivors of young adult cancer: rationale and study protocol for a pilot randomized controlled trial (2024) · cites this paper as [18]
The Discussion reports substantial health and economic burdens among adolescent and young adult cancer survivors, including physical limitations, reduced employment, and lost productivity. The paper also mentions psychosocial challenges, but it does not establish that emotional distress contributes to those burdens or separately assess the effects of physical symptoms and emotional distress. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThese challenges may lead to underemployment, excessive medical expenditures, and productivity losses.
“These challenges may translate into underemployment, excessive medical expenditures, and significant corresponding productivity losses.9”
From Promoting resilience in adolescents and young adults with cancer: Results from the PRISM randomized controlled trial (2018) · cites this paper as [9]
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Cites
Cancer treatment and survivorship statistics, 2012
Siegel, R. L., Desantis, C. E., Virgo, K. S., Stein, K., Mariotto, A. B., Smith, T. G., Cooper, D. L., Gansler, T. S., Lerro, C. C., Fedewa, S. A., et al. (2012) · CA A Cancer Journal for Clinicians · doi:10.3322/caac.21149 · Cited by 2,924 · see citing works
Estimating log models: to transform or not to transform?
Manning, W. G., & Mullahy, J. (2001) · Journal of Health Economics · doi:10.1016/s0167-6296(01)00086-8 · Cited by 1,145 · see citing works
The distinctive biology of cancer in adolescents and young adults
Bleyer, A., Barr, R. D., Hayes‐Lattin, B., Thomas, D. M., Ellis, C. A., & Anderson, B. D. (2008) · Nature reviews. Cancer · doi:10.1038/nrc2349 · Cited by 664 · see citing works
Estimating Health Care Costs Related to Cancer Treatment From SEER-Medicare Data
Brown, M. L., Riley, G. F., Schussler, N., et al. (2002) · Medical Care · doi:10.1097/00005650-200208001-00014 · Cited by 613 · see citing works
Burden of Illness in Cancer Survivors: Findings From a Population-Based National Sample
Yabroff, K. R., Lawrence, W., Clauser, S., Davis, W. W., & Brown, M. L. (2004) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djh255 · Cited by 597 · see citing works
Self-citationBellizzi, K. M., Smith, A. W., Schmidt, S. D., Keegan, T. H. M., Zebrack, B., Lynch, C. F., Deapen, D., Shnorhavorian, M., Tompkins, B. J., Simon, M. W., et al. (2012) · Cancer · doi:10.1002/cncr.27512 · Cited by 362 · see citing works
Self-citationEconomic Burden of Cancer Survivorship Among Adults in the United States
Guy, G. P., Ekwueme, D. U., Yabroff, K. R., Dowling, E. C., Li, C., Rodriguez, J. L., de Moor, J. S., & Virgo, K. S. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2013.49.1241 · Cited by 355 · see citing works
Self-citationThe Medical Expenditure Panel Survey: a national health information resource.
(1996) · PubMed · Cited by 338 · see citing works
Smith, A. W., Bellizzi, K. M., Keegan, T. H. M., Zebrack, B., Chen, V. W., Neale, A. V., Hamilton, A. S., Shnorhavorian, M., & Lynch, C. F. (2013) · Journal of Clinical Oncology · doi:10.1200/jco.2012.47.3173 · Cited by 337 · see citing works
Self-citationYoung Adult Oncology: The Patients and Their Survival Challenges
Bleyer, A. (2007) · CA A Cancer Journal for Clinicians · doi:10.3322/canjclin.57.4.242 · Cited by 322 · see citing works
Impact of Cancer on Work and Education Among Adolescent and Young Adult Cancer Survivors
Parsons, H. M., Harlan, L. C., Lynch, C. F., Hamilton, A. S., Wu, X., Kato, I., Schwartz, S. M., Smith, A. W., Keel, G., & Keegan, T. H. M. (2012) · Journal of Clinical Oncology · doi:10.1200/jco.2011.39.6333 · Cited by 269 · see citing works
Self-citationAssessing the health care needs of adolescent and young adult cancer patients and survivors
Zebrack, B., Bleyer, A., Albritton, K., Medearis, S., & Tang, J. (2006) · Cancer · doi:10.1002/cncr.22338 · Cited by 251 · see citing works
Cancer Prevalence and Survivorship Issues: Analyses of the 1992 National Health Interview Survey
Hewitt, M. E., Breen, N., & Devesa, S. S. (1999) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/91.17.1480 · Cited by 208 · see citing works
Kirchhoff, A. C., Lyles, C. R., Fluchel, M. N., Wright, J. A., & Leisenring, W. M. (2012) · Cancer · doi:10.1002/cncr.27537 · Cited by 145 · see citing works
Health Insurance Coverage in Survivors of Childhood Cancer: The Childhood Cancer Survivor Study
Park, E. R., Li, F. P., Liu, Y., Emmons, K. M., Ablin, A. R., Robison, L. L., & Mertens, A. C. (2005) · Journal of Clinical Oncology · doi:10.1200/jco.2005.01.7418 · Cited by 119 · see citing works
Economic Productivity by Age and Sex: 2007 Estimates for the United States
Grosse, S. D., Krueger, K. V., & Mvundura, M. (2009) · Medical Care · doi:10.1097/mlr.0b013e31819c9571 · Cited by 115 · see citing works
Long-term employment effects of surviving cancer
Moran, J. R., Short, P. F., & Hollenbeak, C. S. (2011) · Journal of Health Economics · doi:10.1016/j.jhealeco.2011.02.001 · Cited by 113 · see citing works
The personal financial burden of cancer for the working-aged population.
Finkelstein, E. A., Tangka, F. K. L., Trogdon, J. G., Sabatino, S. A., & Richardson, L. C. (2009) · PubMed · Cited by 85 · see citing works
Self-citationClinton‐McHarg, T., Carey, M. L., Sanson‐Fisher, R., Shakeshaft, A. P., & Rainbird, K. (2010) · Health and Quality of Life Outcomes · doi:10.1186/1477-7525-8-25 · Cited by 80 · see citing works
Dowling, E. C., Chawla, N., Forsythe, L. P., de Moor, J. S., McNeel, T. S., Rozjabek, H., Ekwueme, D. U., & Yabroff, K. R. (2013) · Cancer · doi:10.1002/cncr.28214 · Cited by 79 · see citing works
Self-citationMedical expenditures of adult cancer survivors aged <65 years in the United States
Short, P. F., Moran, J. R., & Punekar, R. S. (2010) · Cancer · doi:10.1002/cncr.25835 · Cited by 73 · see citing works
Responding to Employment Concerns of Cancer Survivors
Short, P. F., & Vargo, M. M. (2006) · Journal of Clinical Oncology · doi:10.1200/jco.2006.06.6316 · Cited by 73 · see citing works
Comparison of Approaches for Estimating Prevalence Costs of Care for Cancer Patients
Yabroff, K. R., Warren, J. L., Banthin, J. S., et al. (2009) · Medical Care · doi:10.1097/mlr.0b013e3181a23e25 · Cited by 62 · see citing works
Self-citationResearch challenges in adolescent and young adult cancer survivor research
Tonorezos, E. S., & Oeffinger, K. C. (2011) · Cancer · doi:10.1002/cncr.26058 · Cited by 48 · see citing works
Productivity Costs Associated with Cardiometabolic Risk Factor Clusters in the United States
Sullivan, P. W., Ghushchyan, V. H., Wyatt, H. R., et al. (2007) · Value in Health · doi:10.1111/j.1524-4733.2007.00199.x · Cited by 47 · see citing works
The incidence of pediatric cancer in Florida, 1981 to 1986
Roush, S. W., Krischer, J. P., Pollock, N. C., Cox, M. W., Pollock, B. H., & Buyer, J. (1992) · Cancer · doi:10.1002/1097-0142(19920415)69:8 · Cited by 9 · see citing works
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Research works printed but not linked: 1
- [19]Institute of Medicine Meeting: National Cancer Policy Forum/LIVESTRONG Workshop on Addressing the Needs of Adolescents and Young Adults with Cancer [Internet] Washington (DC) IOM last updated 2013 Jul 17; cited 2014 Apr 11 Available from: http://www.iom.edu/Activities/Disease/NCPF/2013-JUL-15.aspx
Cited by
Sorted by citations
Cancer statistics for adolescents and young adults, 2020
Miller, K. D., Fidler‐Benaoudia, M., Keegan, T. H., Hipp, H. S., Jemal, A., & Siegel, R. L. (2020) · CA: A Cancer Journal for Clinicians · doi:10.3322/caac.21637 · Cited by 1,190 · see citing works
Smith, A. W., Seibel, N. L., Lewis, D. R., Albritton, K. H., Blair, D. F., Blanke, C. D., Bleyer, W. A., Freyer, D. R., Geiger, A. M., Hayes‐Lattin, B., et al. (2016) · Cancer · doi:10.1002/cncr.29870 · Cited by 249 · see citing works
Self-citationRosenberg, A. R., Bradford, M. C., McCauley, E., Curtis, J. R., Wolfe, J., Baker, K. S., & Yi‐Frazier, J. P. (2018) · Cancer · doi:10.1002/cncr.31666 · Cited by 215 · see citing works
Adolescent and young adult patients with cancer: a milieu of unique features
Sender, L., & Zabokrtsky, K. B. (2015) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2015.92 · Cited by 130 · see citing works
Ketterl, T. G., Syrjala, K. L., Casillas, J., Jacobs, L. A., Palmer, S. C., McCabe, M. S., Ganz, P. A., Overholser, L., Partridge, A., Rajotte, E. J., et al. (2019) · Cancer · doi:10.1002/cncr.31985 · Cited by 104 · see citing works
Dorfman, C. S., Shelby, R. A., Stalls, J. M., Somers, T. J., Keefe, F. J., Vilardaga, J. P., Winger, J. G., Mitchell, K., Ehren, C., & Oeffinger, K. C. (2023) · Journal of Adolescent and Young Adult Oncology · doi:10.1089/jayao.2022.0100 · Cited by 10 · see citing works
Dorfman, C. S., Shelby, R. A., Stalls, J. M., Thomas, S. M., Arrato, N. A., Herold, B., Somers, T. J., Keefe, F. J., Winger, J. G., Vilardaga, J. P., et al. (2024) · Pilot and Feasibility Studies · doi:10.1186/s40814-024-01510-7 · Cited by 3 · see citing works
“Consequently, physical symptoms and emotional distress contribute to significant social, economic, and health burdens for YA at a time when they should otherwise be on an upward social, economic, and health trajectory [18–22].”
Background
- Authors
- Guy, G. P., Yabroff, K. R., Ekwueme, D. U., Smith, A. W., Dowling, E. C., Rechis, R., Nutt, S., & Richardson, L. C.
- Affiliations
- Centers for Disease Control and Prevention (US)
- National Cancer Institute (US)
- Donatus U. Ekwueme is a senior health economist in the Division of Cancer Prevention and Control, CDC.
- Ashley Wilder Smith is a behavioral scientist in the Division of Cancer Control and Population Sciences, NCI.
- Massachusetts General Hospital (US)
- Livestrong Foundation (US)
- ORCID
- Venue
- Health Affairs
- Publisher
- Health Affairs Publishing, LLC
- Published
- 2014-06
- Volume
- 33
- Issue
- 6
- Pages
- 1024-1031
- ISSN
- 0278-2715 (ISSN-L)
- 1544-5208
- PMC
- PMC4582764
- OpenAlex
- W2033563009
- Cited by
- 201
- References
- 26
- Citations by year
- 2026: 13 · 2025: 11 · 2024: 13 · 2023: 20 · 2022: 23 · 2021: 26 · 2020: 23 · 2019: 19 · 2018: 14 · 2017: 13 · 2016: 16 · 2015: 7 · 2014: 3
- FWCI
- 32.23
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Health Affairs (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (CC999999)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Financial Impacts of Cancer
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Childhood Cancer Survivors' Quality of Life
- Health Sciences › Medicine › Oncology › Global Cancer Incidence and Screening
- Keywords
- adolescent and young adult cancer, cancer survivors, economic burden of cancer, health care expenditure, productivity loss, health care costs, cancer survivorship, cancer prevention
- MeSH terms
- Adolescent, Adult, Age Factors, Disability Evaluation, Health Expenditures, Female, Health Services Accessibility, Humans, Long-Term Care, Male, Neoplasms, United States, Health Care Costs, Cost of Illness, Survivors, Sick Leave, Young Adult
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