Skip to main content

Advertisement

Log in

Socioeconomic differences in health-related quality of life among cancer survivors and comparison with a cancer-free population: a PROFILES study

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

Abstract

Purpose

This study investigates the association between socioeconomic position (SEP) and health-related quality of life (HRQoL) in a cross-sectional cohort among cancer survivors and compares with cancer-free people.

Methods

Survivors of colorectal, hematological, gynecological, prostate, thyroid cancer, and melanoma diagnosed 2000–2014 were identified in the PROFILES registry, and an age- and sex-matched cancer-free population were identified in the CentER panel. HRQoL, education, and comorbidity were self-reported. Street-level income and clinical factors were obtained from Statistics Netherlands and the Netherlands Cancer Registry. Multivariable logistic regression was used to examine associations of SEP (measured by education and income) and impaired HRQoL among cancer survivors and the cancer-free population, adjusting for age, sex, and time since diagnosis.

Results

We included 6693 cancer survivors and 565 cancer-free people. Cancer survivors with low versus medium SEP more frequently reported impaired HRQoL (odds ratio (OR) range for all HRQoL outcomes, 1.06–1.78 for short education and 0.94–1.56 for low income). Survivors with high compared to medium SEP reported impaired HRQoL less frequently (OR range for all HRQoL outcomes, 0.46–0.81 for short education and 0.60–0.84 for low income). The association between SEP and HRQoL was similar in the matched cancer-free population.

Conclusion

Low SEP was associated with impaired HRQoL in both cancer survivors and cancer-free people.

Implications for Cancer Survivors

Targeted care is warranted for cancer survivors with impaired HRQoL, especially among those with low SEP.

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
Fig. 2
Fig. 3

Similar content being viewed by others

Data availability

The PROFILES registry data has been freely available since 2011, according to the Findable, Accessible, Interoperable, Reusable (FAIR) data principles for non-commercial (international) scientific research, which are subject only to privacy and confidentiality restrictions. Data is made available through Questacy (DDI 3.x XML), which can be accessed by the PROFILES registry website (http://www.profilesregistry.nl). The quality guidelines that are formulated in the “Data Seal of Approval” (http://www.datasealofapproval.org) document, developed by Data Archiving and Networked Services (DANS), are followed in order to arrange optimal long-term data warehousing and dissemination.

References

  1. Marmot M. Social determinants of health inequalities. Lancet. 2005;365(9464):1099–104.

    Article  PubMed  Google Scholar 

  2. Braaten T, Weiderpass E, Lund E. Socioeconomic differences in cancer survival: the Norwegian Women and Cancer Study. BMC Public Health. 2009;9:178.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Dalton SO, et al. Socioeconomic position, stage of lung cancer and time between referral and diagnosis in Denmark, 2001–2008. Br J Cancer. 2011;105(7):1042–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Dalton SO, et al. Socioeconomic inequality in cancer survival - changes over time A population-based study, Denmark, 1987-2013. Acta Oncol. 2019;58(5):737–44.

    Article  PubMed  Google Scholar 

  5. Degett TH, et al. Nationwide cohort study of the impact of education, income and social isolation on survival after acute colorectal cancer surgery. BJS open. 2020;4(1):133–44.

    Article  CAS  PubMed  Google Scholar 

  6. Frederiksen BL, et al. Social inequalities in stage at diagnosis of rectal but not in colonic cancer: a nationwide study. Br J Cancer. 2008;98(3):668–73.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Rutqvist LE, Bern A. Socioeconomic gradients in clinical stage at presentation and survival among breast cancer patients in the Stockholm area 1977–1997. Int J Cancer. 2006;119(6):1433–9.

    Article  CAS  PubMed  Google Scholar 

  8. Tomic K, et al. Socioeconomic status and diagnosis, treatment, and mortality in men with prostate cancer. Nationwide population-based study Int J Cancer. 2018;142(12):2478–84.

    CAS  PubMed  Google Scholar 

  9. Valachis A, et al. Treatment patterns, risk for hospitalization and mortality in older patients with triple negative breast cancer. J Geriatr Oncol. 2021;12(2):212–8.

    Article  CAS  PubMed  Google Scholar 

  10. Willen L, et al. Educational level and management and outcomes in non-small cell lung cancer. A nationwide population-based study Lung Cancer. 2019;131:40–6.

    PubMed  Google Scholar 

  11. Ammitzboll G, et al. Socioeconomic inequality in cancer in the Nordic countries. Syst Rev Acta Oncol. 2022;61(11):1317–31.

    Article  Google Scholar 

  12. Galobardes B, et al. Indicators of socioeconomic position (part 1). J Epidemiol Community Health. 2006;60(1):7–12.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Han X, et al. Factors associated with health-related quality of life among cancer survivors in the United States. JNCI Cancer Spectr. 2021;5(1):pkaa123.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Wu HS, Harden JK. Symptom burden and quality of life in survivorship: a review of the literature. Cancer Nurs. 2015;38(1):E29-54.

    Article  PubMed  Google Scholar 

  15. Annunziata MA, et al. Long-term quality of life profile in oncology: a comparison between cancer survivors and the general population. Support Care Cancer. 2018;26(2):651–6.

    Article  PubMed  Google Scholar 

  16. Graells-Sans A, et al. Social inequalities in quality of life in a cohort of women diagnosed with breast cancer in Barcelona (DAMA Cohort). Cancer Epidemiol. 2018;54:38–47.

    Article  PubMed  Google Scholar 

  17. Klein J, et al. Socioeconomic status and health-related quality of life among patients with prostate cancer 6 months after radical prostatectomy: a longitudinal analysis. BMJ Open. 2016;6(6):e010968.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Roick J, et al. The association of socioeconomic status with quality of life in cancer patients over a 6-month period using individual growth models. Support Care Cancer. 2019;27(9):3347–55.

    Article  PubMed  Google Scholar 

  19. White VM, et al. Disparities in quality of life, social distress and employment outcomes in Australian cancer survivors. Support Care Cancer. 2022;30(6):5299–309.

    Article  PubMed  PubMed Central  Google Scholar 

  20. van de Poll-Franse LV, et al. The Patient Reported Outcomes Following Initial treatment and Long term Evaluation of Survivorship registry: scope, rationale and design of an infrastructure for the study of physical and psychosocial outcomes in cancer survivorship cohorts. Eur J Cancer. 2011;47(14):2188–94.

    Article  PubMed  Google Scholar 

  21. van de Poll-Franse LV, et al. Normative data for the EORTC QLQ-C30 and EORTC-sexuality items in the general Dutch population. Eur J Cancer. 2011;47(5):667–75.

    Article  PubMed  Google Scholar 

  22. Sangha O, et al. The Self-Administered Comorbidity Questionnaire: a new method to assess comorbidity for clinical and health services research. Arthritis Rheum. 2003;49(2):156–63.

    Article  PubMed  Google Scholar 

  23. Aaronson N, et al. The European Organization for Research and Treatment of Cancer QLQ-C30 - a quality-of-life instrument for use in international clinical-trials in oncology. J Natl Cancer Inst. 1993;85(5):365–76.

    Article  CAS  PubMed  Google Scholar 

  24. Fayers PM, et al. EORTC QLQ-C30 scoring manual (3rd edition). Brussels: EORTC; 2001.

    Google Scholar 

  25. Giesinger JM, et al. Thresholds for clinical importance were established to improve interpretation of the EORTC QLQ-C30 in clinical practice and research. J Clin Epidemiol. 2020;118:1–8.

    Article  PubMed  Google Scholar 

  26. van Leeuwen M, et al. Understanding the quality of life (QOL) issues in survivors of cancer: towards the development of an EORTC QOL cancer survivorship questionnaire. Health Qual Life Outcome. 2018;16(1):114.

    Article  Google Scholar 

  27. Glymour MM. Using casual diagrams to understand common problems in social epidemiology, in methods in social epidemiology. In: Oaks JM, Kaufman JS, editors. Jossey-Bass. 2nd ed. 2017. p. 458–93.

    Google Scholar 

  28. Greenland S, Pearl J. Causal diagrams for epidemiologic research. Epidemiology. 1999;10(1):37–48.

    Article  CAS  PubMed  Google Scholar 

  29. Jayakrishnan TT, et al. Disparities in the enrollment to systemic therapy and survival for patients with multiple myeloma. Hematol Oncol Stem Cell Ther. 2021;14(3):218–30.

    Article  PubMed  Google Scholar 

  30. Ngo P, et al. Lung cancer treatment patterns and factors relating to systemic therapy use in Australia. Asia Pac J Clin Oncol. 2022;18(5):e235–46.

    Article  PubMed  Google Scholar 

  31. Aarts MJ, et al. The impact of socioeconomic status on prostate cancer treatment and survival in the southern Netherlands. Urology. 2013;81(3):593–9.

    Article  PubMed  Google Scholar 

  32. Aarts MJ, et al. Socioeconomic status and changing inequalities in colorectal cancer? A review of the associations with risk, treatment and outcome. Eur J Cancer. 2010;46(15):2681–95.

    Article  PubMed  Google Scholar 

  33. Binotto M, et al. Health-related quality of life before and during chemotherapy in patients with early-stage breast cancer. Ecancermedicalscience. 2020;14:1007.

    Article  PubMed  PubMed Central  Google Scholar 

  34. Chopra I, Kamal KM. A systematic review of quality of life instruments in long-term breast cancer survivors. Health Qual Life Outcomes. 2012;10:14.

    Article  PubMed  PubMed Central  Google Scholar 

  35. Langballe R, et al. NAVIGATE: improving survival in vulnerable patients with lung cancer through nurse navigation, symptom monitoring and exercise - study protocol for a multicentre randomised controlled trial. BMJ Open. 2022;12(10):e060242.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Gotze H, et al. Comorbid conditions and health-related quality of life in long-term cancer survivors-associations with demographic and medical characteristics. J Cancer Surviv. 2018;12(5):712–20.

    Article  PubMed  Google Scholar 

  37. McDougall JA, et al. Socioeconomic disparities in health-related quality of life among colorectal cancer survivors. J Cancer Surviv. 2019;13(3):459–67.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Llewellyn CD, McGurk M, Weinman J. Are psycho-social and behavioural factors related to health related-quality of life in patients with head and neck cancer? Syst Rev Oral Oncol. 2005;41(5):440–54.

    Article  CAS  Google Scholar 

Download references

Funding

The PROFILES registry was funded by an Investment Grant (#480–08-009) of the Netherlands Organization for Scientific Research (The Hague, Netherlands). The funding agency had no further role in the design of the study; in data collection, data analysis, or interpretation of data; no role in the writing of this paper; or in the decision to publish the results.

Author information

Authors and Affiliations

Authors

Contributions

Conceptualization: AKGL, SO, LvdP; Data curation: AKGL, SO; Methodology: AKGL, SO, MA, LvdP; Formal analysis: AKGL; Investigation: AKGL, SO, LvdP, NE; Writing – original draft preparation: AKGL; Writing – review and editing: SO, LvdP, TKK, SOD, MA, NE; Supervision: SO, LvdP; Project administration: SO; Funding: LvdP.

Corresponding author

Correspondence to Anne Katrine Graudal Levinsen.

Ethics declarations

Ethics approval

Ethical approvals for the questionnaire and methodology were obtained locally for all study participants.

Consent to participate

Informed consent was obtained from all individual participants in the study.

Competing interests

The authors declare no competing interests.

Additional information

Publisher's Note

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

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 1535 KB)

Supplementary file2 (DOCX 24 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

Levinsen, A.K.G., van de Poll-Franse, L., Ezendam, N. et al. Socioeconomic differences in health-related quality of life among cancer survivors and comparison with a cancer-free population: a PROFILES study. J Cancer Surviv (2023). https://doi.org/10.1007/s11764-023-01494-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11764-023-01494-y

Keywords

Navigation