Skip to main content
Log in

Employment situation among long-term Hodgkin lymphoma survivors in Europe: an analysis of patients from nine consecutive EORTC-LYSA trials

  • Published:
Journal of Cancer Survivorship Aims and scope Submit manuscript

Abstract 

Purpose

Little is known about the employment situation of long-term Hodgkin lymphoma (HL) survivors despite their young age at diagnosis and the favorable prognosis of the disease. In this cross-sectional study, we aim to describe the employment situation in a cohort of long-term HL survivors compared to the general population and investigate the associations with disease characteristics and treatment exposure.

Methods

HL survivors > 25 years (n = 1961) were matched 1:25 to controls (n = 49,025) from the European Union Labour Force Survey. Individual treatment information was obtained from trial records. Employment and socio-demographic characteristics were collected using the Life Situation Questionnaire. Logistic regression models were used to estimate associations between disease and treatment characteristics with employment status and work-related attitudes.

Results

At employment assessment, 69.7% of survivors (95% CI: 67.6–71.7%) were working; of these, 68.9% (95% CI: 66.3–71.3%) worked full-time, a figure comparable to that of controls (p value 0.17). The risk of not working was associated with increasing age at diagnosis, increasing age at survey, female sex, lower educational level, and relapse history. Of those who were at work during treatment, 16.8% (95% CI: 14.5–19.3%) stated their income had subsequently decreased, which was attributed to their HL by 65.4% (95% CI: 57.5–72.8). Among those not at work, 25.1% (95% CI: 20.7–29.8) survivors were disabled compared to only 14.5% (95% CI: 13.8–15.3%) of controls.

Conclusions

In this cohort of HL survivors, employment status was comparable to that of the general population. However, increasing age at follow-up, female sex, lower educational level, and relapse history are risk factors for unemployment, a perceived decrease in income, and disability.

Implications for Cancer Survivors

To further improve follow-up care, special attention should be paid to these vulnerable subgroups.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data availability

Access to the data that support the findings of this study (request form) can be found at https://www.eortc.org/data-sharing/. All data sharing takes place in accordance with EORTC’s data sharing policy.

References

  1. Roser M, Ritchie H. Cancer. Our World Data [Internet]. 2015 Jul 3 [cited 2021 Sep 13]; Available from: https://ourworldindata.org/cancer

  2. Stein KD, Syrjala KL, Andrykowski MA. Physical and psychological long-term and late effects of cancer. Cancer. 2008;112(S11):2577–92. https://doi.org/10.1002/cncr.23448.

    Article  PubMed  Google Scholar 

  3. Parsons HM, Harlan LC, Lynch CF, Hamilton AS, Wu XC, Kato I, et al. Impact of cancer on work and education among adolescent and young adult cancer survivors. J Clin Oncol. 2012;30(19):2393–400. https://doi.org/10.1200/JCO.2011.39.6333.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Clarke TC, Christ SL, Soler-Vila H, Lee DJ, Arheart KL, Prado G, et al. Working with cancer: health and employment among cancer survivors. Ann Epidemiol. 2015;25(11):832–8. https://doi.org/10.1016/j.annepidem.2015.07.011.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Mehnert A. Employment and work-related issues in cancer survivors. Crit Rev Oncol Hematol. 2011;77(2):109–30. https://doi.org/10.1016/j.critrevonc.2010.01.004.

    Article  PubMed  Google Scholar 

  6. Drolet M, Maunsell E, Brisson J, Brisson C, Mâsse B, Deschênes L. Not working 3 years after breast cancer: predictors in a population-based study. J Clin Oncol. 2005;23(33):8305–12. https://doi.org/10.1200/JCO.2005.09.500.

    Article  PubMed  Google Scholar 

  7. Lee MK, Lee KM, Bae JM, Kim S, Kim YW, Ryu KW, et al. Employment status and work-related difficulties in stomach cancer survivors compared with the general population. Br J Cancer. 2008;98(4):708–15. https://doi.org/10.1038/sj.bjc.6604236.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Syse A, Tretli S, Kravdal Ø. Cancer’s impact on employment and earnings—a population-based study from Norway. J Cancer Surviv. 2008;2(3):149–58. https://doi.org/10.1007/s11764-008-0053-2.

    Article  PubMed  Google Scholar 

  9. Taskila-Brandt T, Martikainen R, Virtanen SV, Pukkala E, Hietanen P, Lindbohm ML. The impact of education and occupation on the employment status of cancer survivors. Eur J Cancer Oxf Engl 1990. 2004;40(16):2488–93. https://doi.org/10.1016/j.ejca.2004.06.031.

    Article  Google Scholar 

  10. Hewitt M, Rowland JH, Yancik R. Cancer survivors in the United States: age, health, and disability. J Gerontol A Biol Sci Med Sci. 2003;58(1):82–91. https://doi.org/10.1093/gerona/58.1.m82.

    Article  PubMed  Google Scholar 

  11. Bradley CJ, Neumark D, Luo Z, Bednarek H, Schenk M. Employment outcomes of men treated for prostate cancer. J Natl Cancer Inst. 2005;97(13):958–65. https://doi.org/10.1093/jnci/dji171.

    Article  PubMed  Google Scholar 

  12. Carlsen K, Oksbjerg Dalton S, Frederiksen K, Diderichsen F, Johansen C. Cancer and the risk for taking early retirement pension: a Danish cohort study. Scand J Public Health. 2008;36(2):117–25. https://doi.org/10.1177/1403494807085192.

    Article  PubMed  Google Scholar 

  13. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. CA Cancer J Clin. 2015;65(1):5–29. https://doi.org/10.3322/caac.21254.

    Article  PubMed  Google Scholar 

  14. Favier O, Heutte N, Stamatoullas-Bastard A, Carde P, Van’t Veer MB, Aleman BMP, et al. Survival after Hodgkin lymphoma: causes of death and excess mortality in patients treated in 8 consecutive trials. Cancer. 2009;115(8):1680–91. https://doi.org/10.1002/cncr.24178.

    Article  PubMed  Google Scholar 

  15. Joly F, Henry-Amar M, Arveux P, Reman O, Tanguy A, Peny AM, et al. Late psychosocial sequelae in Hodgkin’s disease survivors: a French population-based case-control study. J Clin Oncol. 1996;14(9):2444–53. https://doi.org/10.1200/JCO.1996.14.9.2444.

    Article  CAS  PubMed  Google Scholar 

  16. Chen AB, Feng Y, Neuberg D, Recklitis C, Diller LR, Mauch PN, et al. Employment and insurance in survivors of Hodgkin lymphoma and their siblings: a questionnaire study. Leuk Lymphoma. 2012;53(8):1474–80. https://doi.org/10.3109/10428194.2012.660629.

    Article  PubMed  Google Scholar 

  17. Wettergren L, Björkholm M, Axdorph U, Bowling A, Langius-Eklöf A. Individual quality of life in long-term survivors of Hodgkin’s lymphoma–a comparative study. Qual Life Res Int J Qual Life Asp Treat Care Rehabil. 2003;12(5):545–54. https://doi.org/10.1023/a:1025024008139.

    Article  CAS  Google Scholar 

  18. Pálmarsdóttir R, KiesbyeØvlisen A, Severinsen MT, Glimelius I, Smedby KE, El-Galaly T. Socioeconomic impact of Hodgkin lymphoma in adult patients: a systematic literature review. Leuk Lymphoma. 2019;60(13):3116–31. https://doi.org/10.1080/10428194.2019.1613538.

    Article  PubMed  Google Scholar 

  19. Abrahamsen AF, Loge JH, Hannisdal E, Holte H, Kvaløy S. Socio-medical situation for long-term survivors of Hodgkin’s disease: a survey of 459 patients treated at one institution. Eur J Cancer. 1998;34(12):1865–70. https://doi.org/10.1016/S0959-8049(98)00269-X.

    Article  CAS  PubMed  Google Scholar 

  20. Aleman BMP, Raemaekers JMM, Tirelli U, Bortolus R, van’tVeer MB, Lybeert MLM, et al. Involved-field radiotherapy for advanced Hodgkin’s lymphoma. N Engl J Med. 2003;348(24):2396–406. https://doi.org/10.1056/NEJMoa022628.

    Article  PubMed  Google Scholar 

  21. Carde P, Burgers JM, Henry-Amar M, Hayat M, Sizoo W, Van der Schueren E, et al. Clinical stages I and II Hodgkin’s disease: a specifically tailored therapy according to prognostic factors. J Clin Oncol Off J Am Soc Clin Oncol. 1988;6(2):239–52. https://doi.org/10.1200/JCO.1988.6.2.239.

    Article  CAS  Google Scholar 

  22. Carde P, Hagenbeek A, Hayat M, Monconduit M, Thomas J, Burgers MJ, et al. Clinical staging versus laparotomy and combined modality with MOPP versus ABVD in early-stage Hodgkin’s disease: the H6 twin randomized trials from the European Organization for Research and Treatment of Cancer Lymphoma Cooperative Group. J Clin Oncol Off J Am Soc Clin Oncol. 1993;11(11):2258–72. https://doi.org/10.1200/JCO.1993.11.11.2258.

    Article  CAS  Google Scholar 

  23. Noordijk EM, Carde P, Dupouy N, Hagenbeek A, Krol ADG, Kluin-Nelemans JC, et al. Combined-modality therapy for clinical stage I or II Hodgkin’s lymphoma: long-term results of the European Organisation for Research and Treatment of Cancer H7 randomized controlled trials. J Clin Oncol Off J Am Soc Clin Oncol. 2006;24(19):3128–35. https://doi.org/10.1200/JCO.2005.05.2746.

    Article  Google Scholar 

  24. Somers R, Carde P, Tarayre M, Thomas J, Hagenbeek A, Monconduit M, et al. A randomized study in stage IIIB and IV Hodgkin’s disease comparing eight courses of MOPP versus an alteration of MOPP with ABVD: A European Organization for Research and Treatment of Cancer Lymphoma Cooperative Group and Groupe Pierre-et-Marie-Curie cont. Henry-amar M, editor. J Clin Oncol. 1994;12–279; https://doi.org/10.1200/JCO.1994.12.2.279

  25. Tubiana M, Henry-Amar M, Hayat M, Breur K, van der Werf-Messing B, Burgers M. Long-term results of the E.O.R.T.C. randomized study of irradiation and vinblastine in clinical stages I and II of Hodgkin’s disease. Eur J Cancer. 1979;15(5):645–57. https://doi.org/10.1016/0014-2964(79)90138-5.

    Article  CAS  Google Scholar 

  26. Tubiana M, Hayat M, Henry-Amar M, Breur K, van der Werf Messing B, Burgers M. Five-year results of the E.O.R.T.C. randomized study of splenectomy and spleen irradiation in clinical stages I and II of Hodgkin’s disease. Eur J Cancer. 1981;17(3):355–63. https://doi.org/10.1016/0014-2964(81)90128-6.

    Article  CAS  Google Scholar 

  27. Thomas J, Fermé C, Noordijk EM, Morschhauser F, Girinsky T, Gaillard I, et al. Comparison of 36 Gy, 20 Gy, or no radiation therapy After 6 cycles of EBVP chemotherapy and complete remission in early-stage Hodgkin lymphoma without risk factors: results of the EORT-GELA H9-F Intergroup Randomized Trial. Int J Radiat Oncol. 2018;100(5):1133–45. https://doi.org/10.1016/j.ijrobp.2017.10.015.

    Article  Google Scholar 

  28. Fermé C, Thomas J, Brice P, Casasnovas O, Vranovsky A, Bologna S, et al. ABVD or BEACOPP baseline along with involved-field radiotherapy in early-stage Hodgkin lymphoma with risk factors: results of the European Organisation for Research and Treatment of Cancer (EORTC)–Groupe d’Étude des Lymphomes de l’Adulte (GELA) H9-U intergroup randomised trial. Eur J Cancer. 2017 Aug;81:45–55; https://doi.org/10.1016/j.ejca.2017.05.005

  29. Fermé C, Eghbali H, Meerwaldt JH, Rieux C, Bosq J, Berger F, et al. Chemotherapy plus involved-field radiation in early-stage Hodgkin’s disease. N Engl J Med. 2007;357(19):1916–27. https://doi.org/10.1056/NEJMoa064601.

    Article  PubMed  Google Scholar 

  30. van der Kaaij MAE, Heutte N, Meijnders P, Abeilard-Lemoisson E, Spina M, Moser LC, et al. Parenthood in survivors of Hodgkin lymphoma: an EORTC-GELA general population case-control study. J Clin Oncol. 2012;30(31):3854–63. https://doi.org/10.1200/JCO.2011.40.8906.

    Article  PubMed  Google Scholar 

  31. van der Kaaij MAE, Heutte N, Meijnders P, Abeilard-Lemoisson E, Spina M, Moser EC, et al. Premature ovarian failure and fertility in long-term survivors of Hodgkin’s lymphoma: a European Organisation for Research and Treatment of Cancer Lymphoma Group and Groupe d’Etude des Lymphomes de l’Adulte Cohort Study. J Clin Oncol Off J Am Soc Clin Oncol. 2012;30(3):291–9. https://doi.org/10.1200/JCO.2011.37.1989.

    Article  Google Scholar 

  32. van der Kaaij MAE, Heutte N, Le Stang N, Raemaekers JMM, Simons AHM, Carde P, et al. Gonadal function in males after chemotherapy for early-stage Hodgkin’s lymphoma treated in four subsequent trials by the European Organisation for Research and Treatment of Cancer: EORTC Lymphoma Group and the Groupe d’Etude des Lymphomes de l’Adulte. J Clin Oncol Off J Am Soc Clin Oncol. 2007;25(19):2825–32. https://doi.org/10.1200/JCO.2006.10.2020.

    Article  CAS  Google Scholar 

  33. van der Kaaij MAE, van Echten-Arends J, Heutte N, Meijnders P, Abeilard-Lemoisson E, Spina M, et al. Cryopreservation, semen use and the likelihood of fatherhood in male Hodgkin lymphoma survivors: an EORTC-GELA Lymphoma Group cohort study. Hum Reprod Oxf Engl. 2014;29(3):525–33. https://doi.org/10.1093/humrep/det430.

    Article  Google Scholar 

  34. Maraldo MV, Giusti F, Vogelius IR, Lundemann M, van der Kaaij MAE, Ramadan S, et al. Cardiovascular disease after treatment for Hodgkin’s lymphoma: an analysis of nine collaborative EORTC-LYSA trials. Lancet Haematol. 2015;2(11):e492-502. https://doi.org/10.1016/S2352-3026(15)00153-2.

    Article  PubMed  Google Scholar 

  35. Busson R, van der Kaaij M, Mounier N, Aleman BMP, Thiéblemont C, Stamatoullas A, et al. Fatigue level changes with time in long-term Hodgkin and non-Hodgkin lymphoma survivors: a joint EORTC-LYSA cross-sectional study. Health Qual Life Outcomes. 2019 Jul 2;17:115; https://doi.org/10.1186/s12955-019-1186-x

  36. Home - Eurostat [Internet]. [cited 2021 Mar 28]. Available from: https://ec.europa.eu/eurostat

  37. Fobair P, Hoppe RT, Bloom J, Cox R, Varghese A, Spiegel D. Psychosocial problems among survivors of Hodgkin’s disease. J Clin Oncol. 1986;4(5):805–14. https://doi.org/10.1200/JCO.1986.4.5.805.

    Article  CAS  PubMed  Google Scholar 

  38. Taskila T, Lindbohm ML. Factors affecting cancer survivors’ employment and work ability. Acta Oncol. 2007;46(4):446–51. https://doi.org/10.1080/02841860701355048.

    Article  CAS  PubMed  Google Scholar 

  39. Schultz PN, Beck ML, Stava C, Sellin RV. Cancer survivors. Work related issues. AAOHN J Off J Am Assoc Occup Health Nurses. 2002;50(5):220–6. https://doi.org/10.1177/216507990205000508.

    Article  Google Scholar 

  40. Carlsen K, Dalton SO, Diderichsen F, Johansen C. Risk for unemployment of cancer survivors: a Danish cohort study. Eur J Cancer. 2008;44(13):1866–74. https://doi.org/10.1016/j.ejca.2008.05.020.

    Article  PubMed  Google Scholar 

  41. Behringer K, Goergen H, Müller H, Thielen I, Brillant C, Kreissl S, et al. Cancer-related fatigue in patients with and survivors of Hodgkin lymphoma: the impact on treatment outcome and social reintegration. J Clin Oncol. 2016;34(36):4329–37. https://doi.org/10.1200/JCO.2016.67.7450.

    Article  PubMed  Google Scholar 

  42. Spelten ER, Verbeek JHAM, Uitterhoeve ALJ, Ansink AC, van der Lelie J, de Reijke TM, et al. Cancer, fatigue and the return of patients to work-a prospective cohort study. Eur J Cancer Oxf Engl 1990. 2003;39(11):1562–7. https://doi.org/10.1016/s0959-8049(03)00364-2.

    Article  CAS  Google Scholar 

  43. Horsboel TA, Nielsen CV, Nielsen B, Jensen C, Andersen NT, de Thurah A. Type of hematological malignancy is crucial for the return to work prognosis: a register-based cohort study. J Cancer Surviv. 2013;7(4):614–23. https://doi.org/10.1007/s11764-013-0300-z.

    Article  PubMed  Google Scholar 

  44. Horsboel TA, De Thurah A, Nielsen B, Nielsen CV. Factors associated with work outcome for survivors from haematological malignancies – a systematic literature review. Eur J Cancer Care (Engl). 2012;21(4):424–35. https://doi.org/10.1111/j.1365-2354.2012.01348.x.

    Article  CAS  PubMed  Google Scholar 

  45. Taskila-Åbrandt T, Martikainen R, Virtanen SV, Pukkala E, Hietanen P, Lindbohm ML. The impact of education and occupation on the employment status of cancer survivors. Eur J Cancer. 2004;40(16):2488–93. https://doi.org/10.1016/j.ejca.2004.06.031.

    Article  Google Scholar 

  46. Brierley J, Rathmell A, Gospodarowicz M, Sutcliffe S, Munro A, Tsang R, et al. Late effects of treatment for early-stage Hodgkin’s disease. Br J Cancer. 1998;77(8):1300–10. https://doi.org/10.1038/bjc.1998.217.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Peteet JR. Cancer and the meaning of work. Gen Hosp Psychiatry. 2000;22(3):200–5. https://doi.org/10.1016/S0163-8343(00)00076-1.

    Article  CAS  PubMed  Google Scholar 

  48. Lindbohm ML, Kuosma E, Taskila T, Hietanen P, Carlsen K, Gudbergsson S, et al. Cancer as the cause of changes in work situation (a NOCWO study). Psychooncology. 2011;20(8):805–12. https://doi.org/10.1002/pon.1797.

    Article  PubMed  Google Scholar 

  49. Galobardes B, Shaw M, Lawlor DA, Lynch JW. Indicators of socioeconomic position (part 1). J Epidemiol Community Health. 2006;60(1):7–12. https://doi.org/10.1136/jech.2004.023531.

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This publication uses data from the European Union Labour Force Survey (Eurostat, European Union). Eurostat has no responsibility for the results and conclusions which are the authors’ only.

Funding

This publication was supported by a donation from the Danish Cancer Society.

Author information

Authors and Affiliations

Authors

Contributions

MVDK and MVM are study coordinators. MVDK, BMPA, HCKN, MHA, and PM designed the LSQ questionnaire. MVDK, BMPA, HCKN, MHA, JMMR, PM, MS, CF, OC, AS, MA, and FLB are responsible for acquisition of data and MK for statistical analysis. SJJ drafted the first manuscript with the collaboration of SR. All authors critically reviewed the paper. All authors commented, revised, and approved the final manuscript.

Corresponding author

Correspondence to Sidsel J. Juul.

Ethics declarations

Ethics approval

Protocols and informed consent for the H1-H9 trials as well as the LSQ study was approved by local ethical committees in each participating country. The studies were carried out in accordance with the Helsinki Declaration.

Consent to participate

Participants receiving the Life Situation Questionnaire have all consented to their responses being analyzed.

Competing interests

The authors declare no competing interests of relevance to this study.

Additional information

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Sidsel J. Juul and Sára Rossetti shared first authorship.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 149 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Juul, S.J., Rossetti, S., Kicinski, M. et al. Employment situation among long-term Hodgkin lymphoma survivors in Europe: an analysis of patients from nine consecutive EORTC-LYSA trials. J Cancer Surviv 18, 727–738 (2024). https://doi.org/10.1007/s11764-022-01305-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11764-022-01305-w

Keywords

Navigation