Income in Adult Survivors of Childhood Cancer

Laura Wengenroth, Grit Sommer, Matthias Schindler, Ben D Spycher, Nicolas X von der Weid, Eveline Stutz-Grunder, Gisela Michel, Claudia E Kuehni, Swiss Paediatric Oncology Group (SPOG), Laura Wengenroth, Grit Sommer, Matthias Schindler, Ben D Spycher, Nicolas X von der Weid, Eveline Stutz-Grunder, Gisela Michel, Claudia E Kuehni, Swiss Paediatric Oncology Group (SPOG)

Abstract

Introduction: Little is known about the impact of childhood cancer on the personal income of survivors. We compared income between survivors and siblings, and determined factors associated with income.

Methods: As part of the Swiss Childhood Cancer Survivor Study (SCCSS), a questionnaire was sent to survivors, aged ≥18 years, registered in the Swiss Childhood Cancer Registry (SCCR), diagnosed at age <21 years, who had survived ≥5 years after diagnosis of the primary tumor. Siblings were used as a comparison group. We asked questions about education, profession and income and retrieved clinical data from the SCCR. We used multivariable logistic regression to identify characteristics associated with income.

Results: We analyzed data from 1'506 survivors and 598 siblings. Survivors were less likely than siblings to have a high monthly income (>4'500 CHF), even after we adjusted for socio-demographic and educational factors (OR = 0.46, p<0.001). Older age, male sex, personal and parental education, and number of working hours were associated with high income. Survivors of leukemia (OR = 0.40, p<0.001), lymphoma (OR = 0.63, p = 0.040), CNS tumors (OR = 0.22, p<0.001), bone tumors (OR = 0.24, p = 0.003) had a lower income than siblings. Survivors who had cranial irradiation, had a lower income than survivors who had no cranial irradiation (OR = 0.48, p = 0.006).

Discussion: Even after adjusting for socio-demographic characteristics, education and working hours, survivors of various diagnostic groups have lower incomes than siblings. Further research needs to identify the underlying causes.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1. Interaction effects on socio-demographic predictors…
Fig 1. Interaction effects on socio-demographic predictors of monthly income >4’500 CHF.
Fig 1 shows interaction effects of gender and study group on socio-demographic predictors of monthly income >4’500 CHF. aResults were retrieved from multivariable logistic regression adjusted for baseline and secondary socio-demographic variables that were significant in the univariable model (Table 3). An OR<1 means that the respective group is less likely to have a monthly income of >4’500 CHF; bReference group are those aged 18 –<25 years; cReference group are those with 0 children.
Fig 2. Association of diagnostic group with…
Fig 2. Association of diagnostic group with having a monthly income of >4’500 CHF.
Fig 2 shows the association of diagnostic group with having a monthly income of >4’500 CHF compared to siblings. aMultivariable analysis showing ORs adjusted for baseline and secondary socio-demographic variables that were significant in the univariable model (Table 3); bSibling population is standardized on age, gender, migration background and language region according to the survivor population.

References

    1. Gatta G, Zigon G, Capocaccia R, Coebergh JW, Desandes E, Kaatsch P, et al. Survival of European children and young adults with cancer diagnosed 1995–2002. Eur J Cancer. 2009;45(6):992–1005. 10.1016/j.ejca.2008.11.042
    1. Siegel R, Naishadham D, Jemal A. Cancer statistics, 2013. CA: a cancer journal for clinicians. 2013;63(1):11–30. 10.3322/caac.21166 .
    1. Oeffinger KC, Mertens AC, Sklar CA, Kawashima T, Hudson MM, Meadows AT, et al. Chronic health conditions in adult survivors of childhood cancer. N Engl J Med. 2006;355(15):1572–82.
    1. Hudson MM, Oeffinger KC, Jones K, Brinkman TM, Krull KR, Mulrooney DA, et al. Age-Dependent Changes in Health Status in the Childhood Cancer Survivor Cohort. Journal of clinical oncology: official journal of the American Society of Clinical Oncology. 2014. 10.1200/JCO.2014.57.4863 .
    1. Dieluweit U, Debatin KM, Grabow D, Kaatsch P, Peter R, Seitz DC, et al. Educational and vocational achievement among long-term survivors of adolescent cancer in Germany. Pediatric blood & cancer. 2011;56(3):432–8. 10.1002/pbc.22806 .
    1. Kuehni CE, Strippoli MP, Rueegg CS, Rebholz CE, Bergstraesser E, Grotzer M, et al. Educational achievement in Swiss childhood cancer survivors compared with the general population. Cancer. 2012;118(5):1439–49. Epub 2011/08/09. 10.1002/cncr.26418
    1. Gurney JG, Krull KR, Kadan-Lottick N, Nicholson HS, Nathan PC, Zebrack B, et al. Social Outcomes in the Childhood Cancer Survivor Study Cohort. Journal of clinical oncology: official journal of the American Society of Clinical Oncology. 2009;27(14):2390–5.
    1. Robison LL, Green DM, Hudson M, Meadows AT, Mertens AC, Packer RJ, et al. Long-term outcomes of adult survivors of childhood cancer. Cancer. 2005;104(11 Suppl):2557–64.
    1. Nagarajan R, Neglia JP, Clohisy DR, Yasui Y, Greenberg M, Hudson M, et al. Education, employment, insurance, and marital status among 694 survivors of pediatric lower extremity bone tumors: a report from the childhood cancer survivor study. Cancer. 2003;97(10):2554–64.
    1. Pang JW, Friedman DL, Whitton JA, Stovall M, Mertens AC, Robison LL, et al. Employment status among adult survivors in the Childhood Cancer Survivor Study. Pediatric blood & cancer. 2008;50(1):104–10.
    1. Kahneman D, Deaton A. High income improves evaluation of life but not emotional well-being. Proc Natl Acad Sci U S A. 2010;107(38):16489–93. 10.1073/pnas.1011492107
    1. Ishida Y, Honda M, Kamibeppu K, Ozono S, Okamura J, Asami K, et al. Social outcomes and quality of life of childhood cancer survivors in Japan: a cross-sectional study on marriage, education, employment and health-related QOL (SF-36). International journal of hematology. 2011;93(5):633–44. Epub 2011/04/27. 10.1007/s12185-011-0843-6 .
    1. Hays DM, Landsverk J, Sallan SE, Hewett KD, Patenaude AF, Schoonover D, et al. Educational, occupational, and insurance status of childhood cancer survivors in their fourth and fifth decades of life. Journal of clinical oncology: official journal of the American Society of Clinical Oncology. 1992;10(9):1397–406. Epub 1992/09/01.
    1. Dolgin MJ, Somer E, Buchvald E, Zaizov R. Quality of life in adult survivors of childhood cancer. Soc Work Health Care. 1999;28(4):31–43. .
    1. Felder-Puig R, Formann AK, Mildner A, Bretschneider W, Bucher B, Windhager R, et al. Quality of life and psychosocial adjustment of young patients after treatment of bone cancer. Cancer. 1998;83(1):69–75. .
    1. Evans SE, Radford M. Current lifestyle of young adults treated for cancer in childhood. Arch Dis Child. 1995;72(5):423–6. Epub 1995/05/01.
    1. Nicholson HS, Mulvihill JJ, Byrne J. Late effects of therapy in adult survivors of osteosarcoma and Ewing's sarcoma. Medical and pediatric oncology. 1992;20(1):6–12. .
    1. Byrne J, Fears TR, Whitney C, Parry DM. Survival after retinoblastoma: long-term consequences and family history of cancer. Medical and pediatric oncology. 1995;24(3):160–5. .
    1. Johannesen TB, Langmark F, Wesenberg F, Lote K. Prevalence of Norwegian patients diagnosed with childhood cancer, their working ability and need of health insurance benefits. Acta oncologica. 2007;46(1):60–6. .
    1. Kirchhoff AC, Krull KR, Ness KK, Park ER, Oeffinger KC, Hudson MM, et al. Occupational outcomes of adult childhood cancer survivors: A report from the childhood cancer survivor study. Cancer. 2011. Epub 2011/01/20. 10.1002/cncr.25867
    1. Kuehni CE, Rueegg CS, Michel G, Rebholz CE, Strippoli M-PF, Niggli FK, et al. Cohort profile: The Swiss Childhood Cancer Survivor Study. Int J Epidemiol. 2012;41(6):1553–64. 10.1093/ije/dyr142 PubMed Central PMCID: PMC2464.
    1. Michel G, von der Weid NX, Zwahlen M, Adam M, Rebholz CE, Kuehni CE. The Swiss Childhood Cancer Registry: rationale, organisation and results for the years 2001–2005. Swiss medical weekly. 2007;137(35–36):502–9. Epub 2007/11/09. 2007/35/smw-11875. .
    1. Wengenroth L, Schindler M, Kuonen R, Kuehni CE. Krebs als Kind oder Teenager: das Leben danach—Survivorship-Forschung im Schweizer Kinderkrebsregister. Schweizer Krebsbulletin. 2014;34(4):292–5.
    1. Hawkins MM, Lancashire ER, Winter DL, Frobisher C, Reulen RC, Taylor AJ, et al. The British Childhood Cancer Survivor Study: Objectives, methods, population structure, response rates and initial descriptive information. Pediatric blood & cancer. 2008;50(5):1018–25.
    1. Robison LL, Armstrong GT, Boice JD, Chow EJ, Davies SM, Donaldson SS, et al. The Childhood Cancer Survivor Study: a National Cancer Institute-supported resource for outcome and intervention research. Journal of clinical oncology: official journal of the American Society of Clinical Oncology. 2009;27(14):2308–18. Epub 2009/04/15. 10.1200/JCO.2009.22.3339
    1. Liebherr R, Marquis J, Storni M, Wiedenmayer G. Gesundheit und Gesundheitsverhalten in der Schweiz 2007—Schweizerische Gesundheitsbefragung. Neuchâtel: Bundesamt für Statistik; 2010.
    1. Germann U. Abschlussbericht zur Volkszählung 2000. Neuchâtel: Bundesamt für Statistik; 2005.
    1. Faeh D, Bopp M, Swiss National Cohort Study G. Educational inequalities in mortality and associated risk factors: German—versus French-speaking Switzerland. BMC public health. 2010;10:567 10.1186/1471-2458-10-567
    1. Steliarova-Foucher E, Stiller C, Lacour B, Kaatsch P. International Classification of Childhood Cancer, third edition. Cancer. 2005;103(7):1457–67.
    1. Austin PC. An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies. Multivariate behavioral research. 2011;46(3):399–424. 10.1080/00273171.2011.568786
    1. Linder E. Auf dem Weg zur Lohngleichheit! Tatsachen und Trends. Bern: Eidgenössisches Büro für die Gleichstellung von Frau und Mann (EBG) Bundesamt für Statistik (BFS); 2013.
    1. Cangemi V, Capezzali E, Chételat M, Farine A, Häfliger J, Rouvinez Mauron A. Schweizerische Lohnstrukturerhebung 2012. In: (BFS) BfS, editor. Neuchâtel: 2015.
    1. von der Weid NX. Adult life after surviving lymphoma in childhood. Support Care Cancer. 2008.
    1. Clanton NR, Klosky JL, Li C, Jain N, Srivastava DK, Mulrooney D, et al. Fatigue, vitality, sleep, and neurocognitive functioning in adult survivors of childhood cancer: a report from the Childhood Cancer Survivor Study. Cancer. 2011;117(11):2559–68. 10.1002/cncr.25797
    1. Kadan-Lottick NS, Zeltzer LK, Liu Q, Yasui Y, Ellenberg L, Gioia G, et al. Neurocognitive functioning in adult survivors of childhood non-central nervous system cancers. Journal of the National Cancer Institute. 2010;102(12):881–93. Epub 2010/05/12. 10.1093/jnci/djq156
    1. Langeveld NE, Ubbink MC, Last BF, Grootenhuis MA, Voute PA, De Haan RJ. Educational achievement, employment and living situation in long-term young adult survivors of childhood cancer in the Netherlands. Psychooncology. 2003;12(3):213–25.
    1. Holmqvist AS, Wiebe T, Hjorth L, Lindgren A, Ora I, Moell C. Young age at diagnosis is a risk factor for negative late socio-economic effects after acute lymphoblastic leukemia in childhood. Pediatric blood & cancer. 2010;55(4):698–707. Epub 2010/07/01. 10.1002/pbc.22670
    1. Castellino SM, Ullrich NJ, Whelen MJ, Lange BJ. Developing interventions for cancer-related cognitive dysfunction in childhood cancer survivors. Journal of the National Cancer Institute. 2014;106(8). 10.1093/jnci/dju186

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