Financial toxicity in cancer patients treated with radiotherapy in Germany—a cross-sectional study
verfasst von:
Alexander Fabian, MD, MBA, Justus Domschikowski, Wolfgang Greiner, Gunnar Bockelmann, Elias Karsten, Alexander Rühle, Nils H. Nicolay, Anca L. Grosu, Jürgen Dunst, David Krug
Financial toxicity arises in cancer patients from subjective financial distress due to objective financial burden from the disease or treatment. Financial toxicity associates with worse outcomes. It has not been described in cancer patients undergoing radiotherapy in Germany and its publicly funded health system. In this context, we therefore investigated the prevalence of financial toxicity, associated risk factors, and patient preferences on communication of financial burden.
Methods
We conducted a preregistered (https://doi.org/10.17605/OSF.IO/KH6VX) cross-sectional study surveying patients at the end of their course of radiotherapy in two institutions. Objective financial burden was assessed by direct costs and loss of income. Financial toxicity was measured by subjective financial distress per EORTC QLQ-C30. We used Spearman’s correlation and Fisher’s exact test for univariate analysis, an ordinal regression for multivariate analysis. A p-value < 0.05 was considered statistically significant.
Results
Of the 100 patients participating in the study, 68% reported direct costs, 25% loss of income, and 31% subjective financial distress. Per univariate analysis, higher subjective financial distress was significantly associated with active employment, lower quality of life, lower household income, higher direct costs, and higher loss of income. The latter three factors remained statistically significant in the multivariate analysis. A relative majority of the patients welcomed communication regarding financial burden with their radiation oncologist.
Conclusion
Financial toxicity is prevalent in cancer patients treated with radiotherapy in Germany. The reported risk factors may help to identify patients at risk. Future studies should validate these results and investigate interventions for financial toxicity to potentially improve outcomes.
All participants included in the study gave informed consent prior to enrolment.
Data Availability Statement
Datasets are available from the corresponding author on request.
Introduction
Financial toxicity in cancer patients is an emerging side effect of the disease itself and/or its treatment. Although different concepts and definitions exist, a common one defines financial toxicity as a potential consequence of subjective financial distress arising from cancer-related objective financial burden [1]. Objective financial burden, in turn, may be due to direct costs or indirect costs such as loss of income. Financial toxicity has been associated with suboptimal patient satisfaction and impaired treatment outcomes such as overall survival [2, 3]. Therefore, there is a strong rationale to detect and prevent or alleviate financial toxicity in cancer patients.
Cancer patients may be exposed to financial toxicity differently depending on the country they receive care in, as health care systems vary. Financial toxicity has been charted early and extensively in the US [4, 5]. In fact, the pertinent term of financial toxicity was introduced by Zafar and colleagues describing “the negative personal financial impact of cancer care” on the patient level in a US pilot study [6]. In analogy to physical toxicity of cancer care, they proposed that certain patients might be more prone to financial toxicity than others. Already this pilot study, however, found financial toxicity not only in uninsured but also in insured US cancer patients. Accordingly, evidence continues to grow that cancer patients face financial toxicity also in publicly funded health care systems [7]. An Italian study, for example, reported financial toxicity in 22.5% of 2735 cancer patients treated in different prospective clinical trials [3]. In this study, financial toxicity was significantly associated with an increased risk of death (hazard ratio [HR] 1.2, 95% confidence interval [CI] 1.05–1.37, p = 0.007). Furthermore, a French study described some degree of subjective financial distress in 51% of 143 patients with advanced cancer in a cross-sectional study [8]. Data on financial toxicity of cancer patients in Germany, however, is scarce. A narrative review on existing German studies described that loss of income is more influential compared to direct costs concerning objective financial burden [9]. Furthermore, they summarize risk factors for subjective financial distress including low household income, reduced employment, very young age at cancer diagnosis, or recurrent disease. Yet the authors conclude that additional studies are needed in Germany to evaluate the extent, risk factors, and consequences of financial toxicity.
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In addition, there is a paucity of studies on financial toxicity in cancer patients treated with radiotherapy in general and, to our knowledge, there is no study from Germany [10, 11]. Yet at least 50% of all cancer patients in Europe receive radiotherapy during the course of their disease [12]. These patients may experience financial issues specific to radiotherapy such as costs for transportation and supportive care or loss of income due to extended duration of their treatment.
Therefore, we conducted a preregistered cross-sectional study on financial toxicity in cancer patients treated with radiotherapy in Germany. In this context, our aims were first to assess the prevalence of financial toxicity, second to identify factors associated with financial toxicity, and third to investigate the patient knowledge and preferences on communication of financial burden.
Materials and methods
Study design
We conducted an exploratory, survey-based, cross-sectional study in two radiation oncology departments in Germany. One department is part of a tertiary university hospital (University Hospital Kiel). The other department is affiliated and located at a peripheral teaching hospital (West Coast Hospital Heide). The study was performed during 60 consecutive days in the former and 30 consecutive days in the latter center in August and September 2021. The study protocol as well as the questionnaire were preregistered on The Open Science Framework (https://doi.org/10.17605/OSF.IO/KH6VX) [13].
Patient eligibility
Patients were eligible to participate if they (i) were about to complete a course of radiotherapy for cancer (last radiotherapy fraction ±2 days), (ii) could fill out a questionnaire, (iii) were > 18 years, (iv) had not participated in the study for another course of radiotherapy, and (v) gave informed consent. All potentially eligible patients were invited to participate during the period mentioned above. To address participation bias, the number of eligible patients who refused study participation was recorded.
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Consent to participate
All participants included in the study gave informed consent prior to enrolment.
Questionnaire, variables, and outcomes
The questionnaire was designed for the purposes of the study and pilot-tested on three voluntary, potentially eligible patients. As the survey was anonymous, all study data were derived from the patient-reported survey except for the variable “treatment intent” which was documented by the treating radiographers who received the sealed questionnaire from the patient and who were not involved in data analysis. The survey included questions on patient characteristics as covariables as well as questions on outcome parameters (Supplementary Information 1). Patient characteristics included sociodemographic data, clinical data, and the global health status/quality of life per EORTC QLQ-C30 questionnaire (questions 29 + 30) [14]. Global health status/quality of life was scored according to the EORTC QLQ-C30 scoring manual [15]. To the best of our knowledge, there is no tool in German to assess financial toxicity by means of a single effect size. Therefore, we analyzed objective financial burden and subjective financial distress separately following the conceptual framework of financial toxicity by Witte and colleagues [1]. Outcome parameters for objective financial burden were assessed by a question on additional costs (direct costs) as well as loss of income (indirect costs) in the context of radiotherapy. The outcome parameter for subjective financial distress was a validated question on financial difficulties per EORTC QLQ-C30 (question 28) [14]. Additional outcome parameters included 5‑point Likert-scaled questions on the degree of feeling well-informed and the patient preference on communication regarding financial burden in the context of radiotherapy. These two questions were not formally validated but based on a previous, similar cross-sectional study [16].
Statistical analysis
For statistical analysis, descriptive statistics were used to characterize the study population. Univariate analysis of associations between covariables and outcome parameters were performed by Spearman’s correlation for ordinally scaled and Fisher’s exact test for nominally scaled covariables. Fisher’s exact test was chosen because of expected cell counts lower than five in the respective contingency tables. Missing data were excluded in a pairwise manner. We did not adjust for multiple testing due to the exploratory nature of our study [17]. Ordinal regression analysis was used to assess a multivariate model of independent covariables and an ordinally scaled outcome parameter as dependent variable. A p-value below 0.05 was considered statistically significant. The software JASP v0.16 (JASP Team [2022], Amsterdam, The Netherlands) and IBM SPSS Statistics v27.0 (IBM Corp. [2020], Armonk, NY, USA) were used for statistical analyses.
Results
Patient participation and characteristics
During the study period, 213 cancer patients completed a course of radiotherapy. Of these, 187 were potentially eligible, and 100 patients completed the questionnaire, resulting in a participation rate of 53.5%. The completion rate for all variables of the questionnaire was 96%. Patient characteristics are shown in Table 1.
Table 1
Patient characteristics (n = 100)
Characteristics
% (n)
Total number of patients
100% (100)
Sex
Male: female
57:43
Age
Median: 65; IQR: 15
Marital status
Lives alone
26% (26)
Lives with partner
73% (73)
Number of persons living in household
1
22% (22)
2
62% (62)
3
11% (11)
> 3
6% (6)
Education
< 10 years of school
25% (25)
10 years of school
39% (39)
> 10 years of school
34% (34)
Health insurance
Public health insurance
77% (77)
Of these, exempt from copayments
13% (10)
Private health insurance
22% (22)
Employment status
Employed/self-employed
33% (33)
Unemployed
11% (11)
Retired
54% (54)
Net household income per month
< 1300 €
15% (15)
1301–1700 €
15% (15)
1701–2600 €
27% (27)
2601–3600 €
20% (20)
3601–5000 €
8% (8)
> 5000 €
8% (8)
Tumor entity
Breast cancer
24% (24)
Prostate cancer
18% (18)
Brain tumor (primary or secondary)
10% (10)
Head and neck cancer
8% (8)
Lung cancer
8% (8)
Rectal cancer
8% (8)
Esophageal cancer
5% (5)
Other
16% (16)
Treatment intent
Curative
57% (57)
Palliative
43% (43)
Concomitant chemotherapy
Yes
25% (25)
No
75% (75)
Hospitalized during radiotherapy
Yes (in part or throughout)
22% (22)
No
76% (76)
Global health status/QoL
Per EORTC QLQ-C30
Mean: 52; SD: 22.6
Proportions are indicated as percentages. Absolute numbers are given in parentheses. Numbers may not add up to 100% due to rounding error or missing values. Concerning publicly insured patients, copayments are additional out-of-pocket costs for otherwise reimbursed services or products such as hospital stays or drugs. Patients with low income may apply for an exemption from copayments
IQR interquartile range; QoL quality of life; SD standard deviation
Prevalence of objective financial burden and subjective financial distress
We investigated the prevalence of objective and subjective financial distress separately. Objective financial burden as additional costs (direct costs) was denied by 26 (26%), affirmed by 68 (68%) and left unanswered by 6 (6%) patients (Fig. 1a). Costs for transportation, copayments, and nonrefundable drugs or products for supportive care were most prevalent (Fig. 1b). Objective financial burden as loss of income (indirect costs) was denied by 73 (73%), affirmed by 25 (25%), and left unanswered by 2 (2%) patients (Fig. 1c). Subjective financial distress as per question 28 of the EORTC QLQ-C30 questionnaire was not felt by 67 (67%), indicated by 31 (31%), and left unanswered by 2 (2%) patients (Fig. 1d).
Fig. 1
Prevalence of objective financial burden (a–c) and subjective financial distress per question 28 of the EORTC QLQ C-30 (d) in 100 patients treated with radiotherapy. Numbers may not add up to 100 (100%) due to missing values. Concerning publicly insured patients, copayments (in b) are additional out-of-pocket costs for otherwise reimbursed services or products such as hospital stays or drugs. The category “drugs or products for supportive care” (in b) involves only nonrefunded drugs or products for supportive care of radiotherapy to be paid entirely by the patient. n.r. not reported
×
Factors associated with subjective financial distress
Next, we analyzed factors associated with financial toxicity. We chose the degree of subjective financial distress as proxy for financial toxicity, as subjective financial distress is the outcome closest to financial toxicity as outlined above.
First, we conducted a univariate analysis. Ordinally scaled variables that were significantly associated with the degree of subjective financial distress per Spearman’s correlation included the net household income, global health status/quality of life, degree of direct costs, and degree of loss of income (Table 2). Lower net household income as well as lower global health status/quality of life were associated with higher subjective financial distress. In contrast, higher direct costs as well as higher loss of income correlated with higher subjective financial distress. The associations for direct costs and loss of income to subjective financial distress were amplified if assessed in relation to the net household income. This means that objective financial burden was found to be more strongly correlated to subjective financial distress in cancer patients with lower net household income.
Table 2
Spearman correlation analysis of subjective financial distress per question 28 of the EORTC QLQ C‑30 and ordinally scaled patient characteristics
Subjective financial distress -
n
Spearman rho
p
Lower 95% CI
Upper 95% CI
Age
98
−0.138
0.175
−0.328
0.062
Number of persons living in household
98
0.024
0.812
−0.175
0.222
Education
96
0.104
0.313
−0.098
0.298
Net household income
93
−0.221
0.033
−0.406
−0.018
Global health status/quality of life
98
−0.208
0.040
−0.391
−0.010
Degree of direct costs
81
0.250
0.024
0.034
0.444
Relative degree of direct costs
78
0.336
0.003
0.123
0.520
Degree of loss of income
95
0.560
<0.001
0.404
0.684
Relative degree of loss of income
90
0.573
<0.001
0.416
0.698
The relative degree of loss of income reflects the degree of loss of income divided by the net household income. The relative degree of direct costs reflects the degree of direct costs divided by the net household income. Italic numbers indicate statistically significant p-values < 0.05
CI confidence interval
Active (self-)employment was the only nominally scaled variable that was significantly associated with subjective financial distress per Fisher’s exact test if compared to retired patients (Table 3). Active (self-)employment was associated with greater subjective financial distress in this comparison, as indicated by the respective contingency table (Supplementary Information 2).
Table 3
Fisher’s exact test of subjective financial burden and nominally scaled patient characteristics
Second, we performed a multivariate analysis using an ordinal regression model. The dependent variable was the degree of subjective financial distress. Patient factors that were significantly associated with subjective financial distress per univariate analysis were included in the model as independent variables. In addition, we included age as independent variable, as there was a trend for lower age being associated with higher subjective financial distress (Table 2). Using a cauchit link function in our model, the assumption of proportional odds was met, as assessed by a full likelihood ratio test comparing the fit of the proportional odds model to a model with varying location parameters (X2(10) = 17.3, p = 0.139). The final model significantly predicted the dependent variable over and above the intercept-only model (X2(5) = 39.2, p < 0.001).
Net household income, loss of income, and direct costs remained significantly associated with subjective financial distress (Table 4).
Table 4
Ordinal regression analysis of subjective financial distress per question 28 of the EORTC QLQ C‑30 as dependent variable and patient characteristics as independent variables
Patient knowledge and preferences on communication of financial burden
Lastly, we investigated the knowledge of patients concerning financial burden in the context of radiotherapy as well as the patient preferences on its communication.
Thirty-five (35%) patients felt they were not well informed, 20 (20%) patients were indifferent, and 39 (39%) patients felt well informed about any personal financial burden (Fig. 2a). Twenty-one (21%) patients disagreed, 19 (19%) patients were indifferent, and 44 (44%) patients agreed to the statement that the radiation oncologist should provide information about any financial burden (Fig. 2b).
Fig. 2
Patient knowledge of financial burden (a) and patient preferences on communication regarding financial burden (b) in the context of radiotherapy. Numbers may not add up to 100% due to missing values
×
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Neither the patient knowledge of financial burden nor the patient preference on communication regarding financial burden were significantly associated with any patient characteristic or financial burden outcome per Spearman’s correlation or Fisher’s exact test.
Discussion
This preregistered cross-sectional study provides initial evidence of financial toxicity in cancer patients treated with radiotherapy in Germany. First, in terms of objective financial burden, 68% of the patients indicated direct costs, and 25% of the patients affirmed loss of income. Subjective financial distress, the outcome closest to financial toxicity, was reported by nearly a third of the patients. Second, higher subjective financial distress was associated with lower net household income and higher objective financial burden in the multivariate analysis. Third, the patient knowledge of financial burden was unevenly distributed, whereas a relative majority welcomed information about financial burden from their radiation oncologist.
Objective financial burden has been described by a few studies in cancer patients in Germany. A cross-sectional study, for example, surveyed patients with an advanced-stage neuroendocrine neoplasm or colorectal cancer [18]. Eighty-one percent of the patients reported direct costs and 37% loss of income due to their disease. Furthermore, Büttner and colleagues followed cancer patients longitudinally that were hospitalized for treatment [19]. The patients reported mean direct costs over a period of 3 months of nearly 200 €. Although these studies assessed different patient populations, our study results appear comparable given the rates of objective financial burden mentioned above and given that most of our patients reported direct costs in the range of 101–500 €. Reasons for direct costs in our study were transportation, copayments, and nonrefundable costs for supportive care. The latter reminds us of a direct impact that we as treating radiation oncologists may have on some aspects of the financial burden of our patients.
When comparing subjective financial distress, data are again scarce for cancer patients in Germany. Furthermore, there are multiple approaches to measure and define subjective financial distress [1]. In the following, we therefore focus on studies that also used question 28 of the EORTC QLQ C‑30 questionnaire. The only comparable German study has been published by Büttner and colleagues who reported that 20% of the patients had some degree of subjective financial distress at the end of their hospital stay [19]. Perrone and colleagues summarized results from various Italian prospective trials regarding subjective financial distress [3]. At the beginning of their treatment, 18% of the cancer patients indicated a little, 6% quite a bit, and 2% very much subjective financial distress, resulting in a rate of 26% overall. A Finnish cross-sectional study surveyed cancer patients at different stages of their disease trajectory [20]. Fourteen percent of the patients reported a little, 5% quite a bit, and 2% very much subjective financial distress, resulting in a rate of 21% overall. Compared to these studies, rates in our study seem rather high, as 21% of the patients reported a little, 6% quite a bit, and 4% very much subjective financial distress, resulting in a rate of 31% overall. Therefore, financial toxicity appears also to be a prevalent issue in patients undergoing radiotherapy in Germany, and identification of risk factors is warranted.
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Identification of patient factors associated with financial toxicity or subjective financial distress could aid in the early identification of patients affected by or at-risk of financial toxicity. Objective financial burden has been linked repeatedly to subjective financial distress supporting the conceptual definition of financial toxicity outlined in the introduction [1]. A Canadian longitudinal study of breast cancer patients, for example, identified loss of income as primordial factor of a perceived worsened financial situation [21]. Furthermore, the Finnish study mentioned above reported that higher direct costs correlated with increased subjective financial distress [20]. Lower household income is also a known risk factor as described, for example, by a cross-sectional study of gynecological cancer patients from Israel and the USA [22]. Therefore, our finding that direct costs, loss of income, and net household income were significantly associated with subjective financial distress upon multivariate analysis fits well into the context of the international literature. Of note, two factors showed a trend towards increased subjective financial distress: lower global health status/quality of life and active employment. In fact, lower global health status/quality of life has been associated with subjective financial distress in various studies [3, 20, 23]. The role of active employment, however, is less clear, as the Finnish study reported higher rates of subjective financial distress in unemployed persons [20]. Taken together, objective financial burden, low net household income, and possibly low global health status/quality of life appear as risk factors for subjective financial distress. Interestingly, the degree of subjective financial distress did not correlate with the patient preferences on communication of financial burden.
Concerning patient preferences, we expected a uniform agreement that information on financial burden should come from the radiation oncologist. Although a relative majority, only 44% of the patients agreed to this statement. Twenty-one percent disagreed. In addition, there was no association with any patient characteristic or financial toxicity outcome. Yet these results were reflected in a similar cross-sectional study of cancer patients in the US [16]. In this study, only 20% of the patients agreed to the statement that information on costs of care should come from their oncologist. An explanation put forward by the authors is a potential discomfort of patients to discuss costs of care with their physician. This discomfort may arise from fear that these discussions could negatively impact a patient’s treatment or the physician’s perception of the patient. Communication of costs will need to be considered and better understood to also potentially inform shared decision-making [24]. Furthermore, it will be interesting to see if patients might be more willing to discuss financial issues with social workers of the multidisciplinary care team. In this case, radiation oncologists should be aware of risk factors associated with financial toxicity, provide information as requested, and/or refer the patient to the social service if available.
Our study has limitations. The participation rate was 53.5%. We cannot rule out that patients affected by financial toxicity were more likely to participate, resulting in higher rates of financial toxicity. The rates that we have observed, however, do not seem to be gross outliers compared to the literature available so far. Furthermore, we opted for the design of a brief questionnaire to keep the patient inconvenience as low as possible. Yet additional variables might have offered a broader perspective, as psychological distress, for example, has also been associated with financial toxicity [25]. In addition, we had to rely on objective financial burden and subjective financial distress as proxy outcomes for financial toxicity. Although a multi-item questionnaire on financial toxicity with a summary effect size has been developed and a questionnaire in the setting of radiation oncology is under investigation, there are no validated German versions to date [26, 27]. The latter is crucial, as financial issues may vary per country and culture. Lastly, the question on subjective financial distress (EORTC QLQ C‑30, question 28) asked at the end of radiotherapy was intentionally not adapted in its contextual wording. Although this approach ensured the validity of the question and its comparison to other publications, we cannot rule out that factors other than radiotherapy (e.g. previous anti-cancer therapies or disease progression) may have had an influence on responses.
Conclusions
Our study suggests that financial toxicity is so far underreported yet prevalent in cancer patients treated with radiotherapy in Germany. The awareness of risk factors associated with financial toxicity such as direct costs, loss of income, and low household income may already now help us to identify at-risk patients. Confirmatory studies are needed to firmly establish the validity of these risk factors. Furthermore, future studies should focus on the prevention of and interventions against financial toxicity aiming to improve satisfaction and outcomes of patients treated with radiotherapy.
Acknowledgements
We thank Dr. Sandra Freitag-Wolf, Kiel University-Institute for Medical Informatics and Statistics, for statistical counselling. We also thank all radiographers as well as all study participants for their commitment to the study.
Funding
The authors did not receive support from any organization for the submitted work.
Declarations
Conflict of interest
A. Fabian, J. Domschikowski, W. Greiner, G. Bockelmann, E. Karsten, A. Rühle, N.H. Nicolay, A.L. Grosu, and J. Dunst declare that they have no competing interests. D. Krug has received honoraria from Merck Sharp & Dome and research funding from Merck KGaA outside of the submitted work.
Ethical standards
All procedures performed in studies involving human participants or on human tissue were in accordance with the ethical standards of the institutional and/or national research committee and with the 1975 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all individual participants included in the study.
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Financial toxicity in cancer patients treated with radiotherapy in Germany—a cross-sectional study
verfasst von
Alexander Fabian, MD, MBA Justus Domschikowski Wolfgang Greiner Gunnar Bockelmann Elias Karsten Alexander Rühle Nils H. Nicolay Anca L. Grosu Jürgen Dunst David Krug
