cancers
Systematic Review
Patient-Reported Financial Distress in Cancer: A Systematic
Review of Risk Factors in Universal Healthcare Systems
Sophie Pauge
1,
*
,†
, Bastian Surmann
1,†
, Katja Mehlis
2
, Andrea Zueger
2
, Luise Richter
3
, Natalja Menold
3
,
Wolfgang Greiner
1
and Eva C. Winkler
2
Citation: Pauge, S.; Surmann, B.;
Mehlis, K.; Zueger, A.; Richter, L.;
Menold, N.; Greiner, W.; Winkler, E.C.
Patient-Reported Financial Distress in
Cancer: A Systematic Review of Risk
Factors in Universal Healthcare
Systems. Cancers 2021, 13, 5015.
https://doi.org/10.3390/
cancers13195015
Academic Editor: Massimo Di Maio
Received: 15 June 2021
Accepted: 4 October 2021
Published: 7 October 2021
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1
Department for Health Economics and Health Care Management, School of Public Health,
Bielefeld University, 33615 Bielefeld, Germany; bastian.surmann@uni-bielefeld.de (B.S.);
wolfgang.greiner@uni-bielefeld.de (W.G.)
2
Section of Translational Medical Ethics, Department of Medical Oncology,
National Center for Tumor Diseases (NCT), Heidelberg University Hospital, 69120 Heidelberg, Germany;
katja.mehlis@med.uni-heidelberg.de (K.M.); andrea.zueger@med.uni-heidelberg.de (A.Z.);
eva.winkler@med.uni-heidelberg.de (E.C.W.)
3
Methods in Empirical Social Research, Institute of Sociology, Faculty of Arts, Humanities and Social Science,
Dresden University, 01062 Dresden, Germany; luise.richter4@tu-dresden.de (L.R.);
natalja.menold@tu-dresden.de (N.M.)
* Correspondence: sophie.pauge@uni-bielefeld.de; Tel.: +49-521-106-4331
† These authors contributed equally to this work.
Simple Summary: A comprehensive understanding of risk factors associated with experiencing
subjective financial distress is needed to inform the development of valid instruments and effective
interventions to tackle financial toxicity. Several studies from the US indicate a strong correlation
of the US-healthcare system’s systematic organisation and its particular socioeconomic risk factors
for cancer patients experiencing financial toxicity. It is assumed that risk factors differ in other high-
income countries due to the different structure of universal healthcare coverage. As an exhaustive
analysis for other countries is lacking, this review aims to identify risk factors for subjective financial
distress in universal healthcare systems.
Abstract: Financial toxicity is a side effect of cancer that results from the perceived financial distress
an individual may experience in the course of the disease. The purpose of this paper is to analyse
underlying factors related to subjective financial distress in high-income countries with universal
healthcare coverage. A systematic literature review was conducted to identify qualitative and
quantitative studies of cancer patient-reported subjective financial distress by performing a search in
the databases of PubMed, PsycINFO and CINAHL up to December 2020. A qualitative synthesis was
performed linking the time-dependent occurrence of risk factors to derived categories of risk factors.
Out of 4321 identified records, 30 quantitative and 16 qualitative studies were eligible. Classification
of risk factors resulted in eight categories with a total of 34 subcategories. Subjective financial distress
is primarily determined by pre-diagnosis sociodemographic- factors as well as financial and work
factors that might change during the course of the disease. The design of healthcare and social
security systems shapes the country-specific degree of subjective financial distress. Further research
should focus on evolving multidisciplinary intervention schemes and multidimensional instruments
for subjective financial distress to account for identified risk factors in universal healthcare systems
more precisely.
Keywords: cancer; financial toxicity; financial distress; universal healthcare coverage; risk factors
1. Introduction
In recent years, the rising understanding of cancer as a chronic disease with lifelong
individual consequences has shifted the awareness of potential side effects beyond clinical
Cancers 2021, 13, 5015. https://doi.org/10.3390/cancers13195015 https://www.mdpi.com/journal/cancers