Abstract
Purpose
Studies examining longitudinal associations between socioeconomic factors and quality of life (QoL) in cancer patients are rare. This study investigates changes in QoL over a 6-month period.
Methods
Four hundred forty-two cancer patients (mean age 64, SD = 11, 70% male) completed standardized questionnaires at the beginning (t1) and end (t2) of their hospital stay and 3 (t3) and 6 months (t4) thereafter. QoL was assessed with the EORTC QLQ-C30 core questionnaire. Mixed effect models were employed to analyze individual changes in QoL in relation to socioeconomic status (education, income, job status) over the four timepoints. Age, sex, cohabitation, disease and treatment factors, and comorbidity were included as covariates in the models.
Results
Income was a predictive factor for QoL. Patients with a low income had 8.8 percentage points (PP) lower physical, 4.9 PP lower emotional, and 11.4 PP lower role functioning. They also had 6.6 PP lower global QoL. Lower social functioning (6.2 PP) was found in patients with higher education or university degrees compared with those who were less educated or had not undergone an apprenticeship. Income also influenced trajectories of role functioning. There was no evidence that primary or secondary education and job type were related to QoL.
Conclusions
The fact that income is negatively associated with many aspects of quality of life should be considered during and after treatment with a focus on patients with special needs.
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References
Mackenbach JP, Stirbu I, Roskam A-JR et al (2008) Socioeconomic inequalities in health in 22 European countries. N Engl J Med 358(23):2468–2481
Singer S, Roick J, Briest S, Stark S, Gockel I, Boehm A, Papsdorf K, Meixensberger J, Müller T, Prietzel T, Schiefke F, Dietel A, Bräunlich J, Danker H (2016) Impact of socio-economic position on cancer stage at presentation. Int J Cancer 139(8):1696–1702
Woods LM, Rachet B, Coleman MP (2006) Origins of socio-economic inequalities in cancer survival. Ann Oncol 17(1):5–19
Kogevinas M, Porta M (1997) Socioeconomic differences in cancer survival: a review of the evidence. IARC Sci Publ 138:177–206
Klein J, Knesebeck O (2016) Soziale Ungleichheit und Krebs. In: Mehnert A, Koch U (eds) Handbuch Psychoonkologie, 1. Auflage edn. Hogrefe, Göttingen, pp 121–244
Kuznetsov L, Mielck A (2012) Regional concentration of social disadvantage and of risks for lung cancer and colon cancer: systematic review and recommendations for research. Gesundheitswesen 74(6):42–51
Doubeni CA, Laiyemo AO, Major JM, Schootman M, Lian M, Park Y, Graubard BI, Hollenbeck AR, Sinha R (2012) Socioeconomic status and the risk of colorectal cancer. Cancer 118(14):3636–3644
Shack L, Jordan C, Thomson CS et al (2008) Variation in incidence of breast, lung and cervical cancer and malignant melanoma of skin by socioeconomic group in England. BMC Cancer 8:271
Meijer M, Bloomfield K, Engholm G (2013) Neighbourhoods matter too. J Epidemiol Community Health 67(1):6–13
Hoebel J, Kroll LE, Fiebig J, Lampert T, Katalinic A, Barnes B, Kraywinkel K (2018) Socioeconomic inequalities in total and site-specific cancer incidence in Germany. Front Oncol 8:402
Gondos A, Bray F, Brewster DH, Coebergh JW, Hakulinen T, Janssen-Heijnen ML, Kurtinaitis J, Brenner H, EUNICE Survival Working Group (2008) Recent trends in cancer survival across Europe between 2000 and 2004. Eur J Cancer 44(10):1463–1475
Mielck A, Vogelmann M, Leidl R (2014) Health-related quality of life and socioeconomic status. Health Qual Life Outcomes 12:58
Miravitlles M, Naberan K, Cantoni J, Azpeitia A (2011) Socioeconomic status and health-related quality of life of patients with chronic obstructive pulmonary disease. Respiration 82(5):402–408
Kogevinas M, Pearce N, Susser M et al (2006) Social inequalities and cancer. IARC scientific publication no. 138. World Health Organization, Geneva
Dalton SO, Schüz J, Engholm G, Johansen C, Kjær SK, Steding-Jessen M, Storm HH, Olsen JH (2008) Social inequality in incidence of and survival from cancer in a population-based study in Denmark, 1994-2003. Eur J Cancer 44(14):2074–2085
Montazeri A (2009) Quality of life data as prognostic indicators of survival in cancer patients. Health Qual Life Outcomes 7:102
Quinten C, Martinelli F, Coens C, Sprangers MAG, Ringash J, Gotay C, Bjordal K, Greimel E, Reeve BB, Maringwa J, Ediebah DE, Zikos E, King MT, Osoba D, Taphoorn MJ, Flechtner H, Schmucker-von Koch J, Weis J, Bottomley A, on behalf of Patient Reported Outcomes and Behavioral Evidence (PROBE) and the European Organization for Research and Treatment of Cancer (EORTC) Clinical Groups (2014) A global analysis of multitrial data investigating quality of life and symptoms as prognostic factors for survival in different tumor sites. Cancer 120(2):302–311
Lee YJ, Suh S-Y, Choi YS, Shim JY, Seo AR, Choi SE, Ahn HY, Yim E (2014) EORTC QLQ-C15-PAL quality of life score as a prognostic indicator of survival in patients with far advanced cancer. Support Care Cancer 22(7):1941–1948
Ferrell BR, Dow KH, Leigh S, Ly J, Gulasekaram P (1995) Quality of life in long-term cancer survivors. Oncol Nurs Forum 22(6):915–922
Klein J, Lüdecke D, Hofreuter-Gätgens K, Fisch M, Graefen M, von dem Knesebeck O (2017) Income and health-related quality of life among prostate cancer patients over a one-year period after radical prostatectomy. Qual Life Res 26(9):2363–2373
Simon AE, Wardle J (2008) Socioeconomic disparities in psychosocial wellbeing in cancer patients. Eur J Cancer 44(4):572–578
Penson DF, Stoddard ML, Pasta DJ, Lubeck DP, Flanders SC, Litwin MS (2001) The association between socioeconomic status, health insurance coverage, and quality of life in men with prostate cancer. J Clin Epidemiol 54(4):350–358
Hofreuter-Gätgens K, Klein J, Knesebeck Ovd (2017) Soziale Ungleichheit bei Brust- und Prostatakrebs. Inanspruchnahme von Versorgungsleistungen, gesundheitsbezogene Lebensqualität und Rückkehr zur Arbeit. Medizinsoziologie
Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, Haes JCJM, Kaasa S, Klee M, Osoba D, Razavi D, Rofe PB, Schraub S, Sneeuw K, Sullivan M, Takeda F (1993) The European Organization for Research and Treatment of Cancer QLQ-C30. JNCI J Natl Cancer Inst 85(5):365–376
Fayers PM, Aaronson NK, Bjordal K, Groenvold M, Curran D, Bottomley A (2001) ORTC QLQ-C30 Scoring Manual, 3rd edn. EORTC Publications, Brussels
Shek DTL, Ma CMS (2011) Longitudinal data analyses using linear mixed models in SPSS. Sci World J 11:42–76
Vissers PAJ, Thong MSY, Pouwer F, Zanders MMJ, Coebergh JWW, van de Poll-Franse LV (2013) The impact of comorbidity on health-related quality of life among cancer survivors. J Cancer Surviv 7(4):602–613
Singer JD, Willett JB (2003) Applied longitudinal data analysis. Modeling change and event occurrence. Oxford Univ. Press, Oxford
Ristevska G, Rajchanovska D, Jovanovska T, Dejanova B (2017) Low income deteriorates quality of life in early breast cancer survivors. Eur Psychiatry 41:S670–S671
Macleod U, Mitchell ED, Burgess C, Macdonald S, Ramirez AJ (2009) Risk factors for delayed presentation and referral of symptomatic cancer. Br J Cancer 101(Suppl 2):S92–S101
Domenighetti G, Vineis P, de Pietro C et al (2010) Ability to pay and equity in access to Italian and British National Health Services. Eur J Pub Health 20(5):500–503
Hastert TA, Ruterbusch JJ, Beresford SAA, Sheppard L, White E (2016) Contribution of health behaviors to the association between area-level socioeconomic status and cancer mortality. Soc Sci Med (1982) 148:52–58
Weyers S, Dragano N, Möbus S, Beck EM, Stang A, Möhlenkamp S, Jöckel KH, Erbel R, Siegrist J (2008) Low socio-economic position is associated with poor social networks and social support. Int J Equity Health 7:13
Vonneilich N, Jöckel K-H, Erbel R, Klein J, Dragano N, Weyers S, Moebus S, Siegrist J, von dem Knesebeck O (2011) Does socioeconomic status affect the association of social relationships and health? A moderator analysis. Int J Equity Health 10:43
Mehnert A, Lehmann C, Graefen M et al (2010) Depression, anxiety, post-traumatic stress disorder and health-related quality of life and its association with social support in ambulatory prostate cancer patients. Eur J Cancer Care 19(6):736–745
Earle CC, Chretien Y, Morris C, Ayanian JZ, Keating NL, Polgreen LA, Wallace R, Ganz PA, Weeks JC (2010) Employment among survivors of lung cancer and colorectal cancer. J Clin Oncol 28(10):1700–1705
Alfonsson S, Olsson E, Hursti T, Lundh MH, Johansson B (2016) Socio-demographic and clinical variables associated with psychological distress 1 and 3 years after breast cancer diagnosis. Support Care Cancer 24(9):4017–4023
Loehrer PJ, Greger HA, Weinberger M et al (1991) Knowledge and beliefs about cancer in a socioeconomically disadvantaged population. Cancer 68(7):1665–1671
Macleod U, Ross S, Fallowfield L, Watt GCM (2004) Anxiety and support in breast cancer. Br J Cancer 91(5):879–883
Hamidou Z, Dabakuyo TS, Bonnetain F (2011) Impact of response shift on longitudinal quality-of-life assessment in cancer clinical trials. Expert Rev Pharmacoecon Outcomes Res 11(5):549–559
Funding
This study was funded by the German Federal Ministry of Health (grant number NKP-332-026).
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The authors declare that they have no conflict of interest.
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All procedures performed within this study were in accordance with the ethical standards of the institutional research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Informed consent was obtained from all individual participants included in the study.
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Roick, J., Danker, H., Kersting, A. 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 27, 3347–3355 (2019). https://doi.org/10.1007/s00520-018-4634-y
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DOI: https://doi.org/10.1007/s00520-018-4634-y