Abstract
This study describes the conception, development, and growth of the Triage Cancer Conference hosted by Triage Cancer, a national nonprofit organization providing free legal and financial education to the cancer community. We conducted a retrospective analysis of post-conference participant surveys. Descriptive statistics were calculated for participant demographics, and acceptability, feasibility, and appropriateness were evaluated. From 2016–2021, 1239 participants attended the conference and completed post-conference surveys. Participants included social workers (33%), nurses (30%), and cancer patients/survivors (21%), with representation from over 48 states. Among those who reported race, 16% were Black, and 7% were Hispanic. For acceptability, more than 90% of participants felt that the conference content, instructors, and format were suitable and useful. For feasibility, more than 90% of participants felt that the material was useful, with 93–96% reporting that they were likely to share the information and 98% reporting that they would attend another triage cancer event. Appropriateness was also high, with >80–90% reporting that the sessions met the pre-defined objectives. Triage Cancer fills an important gap in mitigating financial toxicity, and formal evaluation of these programs allows us to build evidence of the role and impact of these existing resources. Future research should focus on adding validated patient-reported outcomes, longer-term follow-up, and ensuring inclusion and evaluation of outcome metrics among vulnerable populations.
1. Introduction
A cancer diagnosis can often lead to financial toxicity, which has negative and lasting effects on the overall well-being of individuals diagnosed with cancer and their families [1,2,3]. Nearly 50% of cancer survivors experience financial toxicity [4,5], which can be associated with negative effects, including worse physical and mental health, food insecurity [6,7], and even early mortality [8,9,10]. In addition, financial toxicity can have an impact on emotional well-being, which is multi-dimensional and includes the ability to pursue one’s goals [11,12]. For example, patients diagnosed with cancer may value the ability to stay at or return to work not only as a means of maintaining income but also to provide purpose in life, or they may value the ability to provide future financial stability for their loved ones via estate planning. Pisu et al.’s conceptual model depicts how emotion-focused coping (such as accessing social support) as well as problem-focused coping (such as seeking financial assistance, or dealing with insurance) are all critical components of financial toxicity [12]. Thus, the financial toxicity of cancer and its treatment are far reaching as it extends into survivorship and also impacts caregivers [13,14,15].
Nonprofit organizations have grown to offer practical, supportive care services, including direct financial assistance and educational resources around multifaceted components of financial toxicity. With a 17–55% prevalence of food insecurity among cancer survivors [7,16,17], there is a growing recognition of how nutrition and food insecurity factor into the deleterious impact of financial toxicity in cancer care. Moreover, these organizations are the primary referral for many hospital-based financial navigation programs. While there have been increasing calls that multilevel interventions are needed to mitigate financial toxicity [18,19], existing nonprofit resources have not been systematically evaluated.
Often seen as an intervention at the health-system level, financial navigation (or counseling) has emerged as a potential solution, with studies showing its use may significantly mitigate the onset, severity, and duration of financial toxicity among cancer survivors [20,21,22,23]. Unsurprisingly, there has been tremendous growth in these programs as financial-related issues remain a top concern among cancer survivors and caregivers. Financial navigation programs involve helping patients prepare for out-of-pocket medical costs, optimizing health insurance, and maximizing access to financial assistance [21]. In cancer centers lacking or with limited financial navigation services, patients are referred to nonprofit organizations to help provide financial assistance and support. Aside from paying for cancer care, patients must also deal with educational support and work concerns since income and health insurance are frequently tied to employment, navigating benefits such as disability, and estate planning. All these issues may contribute to stressors that negatively impact patients’ and caregivers’ emotional well-being, particularly if patients do not have the appropriate coping mechanisms to deal with these stressors [10].
A challenge to financial navigation is improving the coordination, navigation, and delivery of services [22]. As the cancer survivor population grows and cancer care increasingly shifts to outpatient settings and the home [24], organizations that offer practical, supportive care services, including essential financial resources, education, and support, are more critical than ever [25,26,27]. Cancer care settings face increasingly limited capacity to provide financial resources, including financial navigation services, due to personnel and budgetary constraints [20,21,22]. Thus, organizations are now partnering with academic and medical institutions to identify resources to help patients address financial barriers to oncology care and manage the consequences of financial toxicity [22,28]. While the need to address financial toxicity has increased, even cancer care settings providing financial navigation services are often unfamiliar with the legal and practical issues that contribute to financial toxicity. Triage Cancer was founded to provide education on those legal and practical issues [29]. There is also a lack of systematic understanding of the specific resources available and the outcomes generated through the utilization of these services. A better understanding of these data can assist in future efforts to measure the effectiveness of these existing methods to mitigate financial toxicity and tailor them to specific populations. Thus, the purpose of this manuscript is to report on the conception and development of the Triage Cancer Conference and to conduct a program evaluation assessing the program’s reach using participant characteristics and evaluating metrics such as acceptability, feasibility, and appropriateness of the conference among participants.
2. Materials and Methods
2.1. Triage Cancer
Triage Cancer (https://triagecancer.org/ (accessed on 11 January 2024)) is a national nonprofit organization that provides free education on the legal and practical issues that may impact individuals diagnosed with cancer and their caregivers. It was founded in 2012 by two cancer rights attorneys who believe that the law touches almost every aspect of a cancer diagnosis and that, given the proper information and resources, individuals can use the law as a tool to become their own advocates to access care and avoid financial toxicity. The organization has unique and extensive expertise in developing and delivering educational content on cancer-related legal and financial topics. The organization was established to address the glaring need for clear, reliable information and resources among individuals diagnosed with cancer, caregivers, and health care professionals. Triage Cancer offers educational events and a significant array of educational resources to help people navigate the financial, insurance, employment, and other cancer-related legal and practical issues.
2.2. Study Setting, Participants, and Recruitment
The Triage Cancer Conference is a one-day program designed to provide financial and legal education for cancer survivors, caregivers, healthcare professionals, advocates, and others. Initial recruitment efforts began in 2016. Promotion of the conferences was performed via grassroots outreach, word-of-mouth promotion, flyer distribution, electronic newsletters, and social media. Additionally, the event was marketed by professional organizations and community partners (e.g., the Association of Oncology Social Work [AOSW], the Oncology Nursing Society [ONS], and the Leukemia and Lymphoma Society [LLS]). For the years 2016–2019, the conferences were held in specific geographic regions (e.g., Salt Lake City, Philadelphia, Nashville). The locations were selected based on where other national organizations were not hosting in-person educational events, where there were local partners willing to help promote the availability of the events, and where there were underserved communities. Due to the COVID-19 pandemic, the conferences were held virtually in 2020 and 2021.
The Triage Cancer Conferences were free and open to anyone who wanted to attend. Additionally, participants from specific professions were offered free continuing education (CE) credits and contact hours: for years 2016–2020, social workers and nurses were offered CE credits and contact hours, respectively, and starting in 2021, board-certified patient advocates were added. Numerous healthcare industry and nonprofit organization sponsors supported the conference to offset the costs of the venue, meals, and educational materials distributed to participants. All participants were made aware of industry support via a disclosure at the beginning of the conference, and the content that Triage Cancer presents during its educational programs has no relationship to the products or services of these commercial interest organizations.
2.3. Session Content
From 2016–2021, a total of six sessions were covered in the conferences (Table 1). Sessions focused on the most common cancer-related topics, including (1) An Introduction to Cancer Advocacy and Managing Finances (later renamed “Cancer Advocacy, Being Empowered, and Introduction to Financial Toxicity”); (2) Health Insurance: Understanding Your Options and Using Your Coverage; (3) Practical Tools for Managing Medical Bills, Your Financial Health, and Estate Planning Documents; (4) Employment 101: Working Through Treatment and Taking Time Off; (5) Employment 201: Disability Insurance (later renamed “Disability Insurance: Options, Applications, and Appeals”); and (6) Cancer Survivorship and Advocacy Opportunities. Session titles were modified throughout the years to capture the increasing awareness of the concept of financial toxicity.
Table 1.
The Triage Cancer Conference Program—Session Breakdown by Year.
Each session contained two to six learning objectives that were developed by the organization staff consisting of legal experts and oncology professionals. For example, objectives related to the session on health insurance included the goals that participants would be able to “outline various healthcare and health insurance options” and “identify financial assistance options available to pay for health care and other expenses”. In preparation for the conference each year, the Lead Nurse Planner (a PhD-prepared oncology nurse) and the Social Work Consultant reviewed session objectives each year for approval to grant contact hours for nurses and continuing education (CE) credits for social workers.
2.4. Measures: Program Evaluation
At the end of the conference, participants were invited to complete a program evaluation survey. For in-person conferences, participants completed evaluations on paper and returned them to program staff before physically leaving the conference setting. For virtual conferences, participants were emailed a SurveyMonkey link that housed the evaluation within 24 h. Participants had seven days to respond to the evaluation. For the in-person conferences, participants were offered one opportunity to provide an evaluation in-person on the day of the event. For virtual conferences, participants received the link in an email following the conference and were sent one follow-up reminder. The program staff maintained attendance records and evaluation data for the conferences throughout the years.
The evaluation survey included several multiple-choice, Likert scale, and open-ended questions. Included were demographic questions, which included race/ethnicity, state of residence, participant identity (e.g., cancer patient or survivor, caregiver, nurse, social worker, attorney, other), and, if self-identified as patient/survivor, the timing in their survivorship (pre-treatment, in-treatment, or post-treatment). Triage Cancer did not collect race/ethnicity data until 2020; thus, there was much missing data to be accounted for. Prior to 2020, there was a conscious effort to eliminate as many barriers to participation in the conferences as possible, including a lengthy registration form. Therefore, demographic questions about race were not included. However, after several years, an assessment was made that collecting more demographic data were useful for several reasons (e.g., illustrating the diversity of audiences helping to perform a gap assessment), and this question was added.
Participants were asked several questions to assess conference acceptability, feasibility, and appropriateness. The acceptability, feasibility, and appropriateness scale (AFAS) is a valid and reliable measure that assesses three perceptual implementation outcomes of training that may be leading indicators of successful training in evidence-based practices [30,31]. In this study, acceptability refers to the extent to which the expectations of the participants about the setting and delivery of the conference and respective sessions were met, including the credibility of the presenters, organization of the conference, and satisfaction with content. Among various stakeholders, acceptability is the perception that a service is satisfactory and agreeable. Feasibility refers to the extent to which participants found the content useful and can incorporate concepts into their own future experiences and daily practices. Appropriateness refers to the extent to which participants found the content relevant to themselves or their patients and addressed critical components leading to financial toxicity [31].
Participants were asked to rate their satisfaction with the components of the conference, which we used to assess the acceptability of the program. This portion of the survey included 14 items, nine of which were on a 4-point Likert scale (1 = strongly disagree to 4 = strongly agree or 1 = poor to 4 = excellent). Item topics included the conference registration process, location (suitability of both online and physical location), duration, content, quality of instructor, the likelihood of attending a future conference, whether the conference and session objectives were met, the perceived value of the information presented at the conference, and whether they would recommend the conference to others. Participants also provided open-ended feedback regarding their overall satisfaction with the session’s content.
The following questions were used to measure feasibility. The overall usefulness of each session was rated on a 4-point Likert scale (1 = poor to 4 = excellent). Participants also provided open-ended feedback regarding what they plan to do with the information gained. We assessed participants’ rating of the usefulness of the sessions as a proxy for their ability to pursue one’s self-defined objectives. For a subset of the participants, emotional well-being was directly discussed in specific sessions (Fostering Resiliency in Families Facing Cancer, The Many Layers of Coping with Cancer). We also captured feasibility data around the extent to which conference participants could incorporate concepts into their own lives (either via experiences as a cancer survivor or caregiver or in their work practice) with questions such as “How [likely/committed] are you to change your behavior or practice based on the information learned today?” and (solely for health care professionals in attendance), “What percentage of your patients are you likely to share this information with?”.
To evaluate the appropriateness, participants were asked for each of the sessions to rate the following statement, “This information will actually benefit myself, my loved-ones, my patients, my community, etc.” on a 4-point Likert Scale (1 = strongly disagree to 4 = strongly agree). Meeting objectives and whether the content was current and/or appropriate were scored on a 4-point Likert scale (1 = strongly disagree to 4 = strongly agree). Participants also provided open-ended feedback on what information they wished they would have received and the kinds of workshops or presentations they would like to see offered in the future.
2.5. Data Cleaning and Analysis
We began data cleaning in January 2022. The first author met with program staff at the organization to review data sharing. Program staff in the organization compiled all de-identified evaluation forms in a password-protected folder. For evaluations completed by hand, a second staff member at the organization reviewed manual data entry. To enhance data transparency, rigor, and reproducibility of the methods, we created a codebook for this analysis and for future data analysis with the organization.
We calculated descriptive statistics (e.g., frequencies, percentages, means, and standard deviations) on participant demographic data and variables, assessing acceptability, feasibility, and appropriateness. We also calculated descriptive statistics for participant agreement with the ability of the sessions to meet the pre-defined session objectives. Participants who did not complete any of the evaluation measures were excluded from the analyses. Exemplar quotes were selected to qualitatively illustrate the value that participants found from each of these session topics. We conducted all analyses using Stata.v17. For open-ended responses, Triage Cancer program staff de-identified all data before sharing it with the larger investigative team. These qualitative data were shared in a password-protected folder. Because the data were fully de-identified, and Triage Cancer officials provided written consent for these secondary analyses, this study was deemed exempt from Institutional Review Board review at the University of Michigan.
3. Results
3.1. Program Participants
From 2016–2021, a total of 2800 participants attended the Triage Cancer Conference. Of these participants, a total of 1239 completed the survey after attending (Response rate = 44.3%). Overall attendance by year grew from 123 participants in 2016 to 644 in 2021. The professional identities among participants spanned the cancer community and were broad-ranging. Participants identified most as social workers (33%) and nurses (30%), with cancer patients/survivors representing 21% of participants. Many participants held more than one identity (e.g., as a cancer survivor and a nurse or a researcher and social worker). Identities classified as administrative, navigator, and supportive care included several job titles (e.g., financial counselor and financial advocates) and are further described in Table 2. The professional identity and role of the researcher included representatives from basic scientists working in pre-clinical oncology drug discovery to health equity and health services researchers.
Table 2.
Participant Demographics (N = 1239).
Out of the total number of participants who were asked to report their race/ethnicity (n = 760), nearly 53% were white, 16% were Black, and 7% were Hispanic. Roughly 13% of participants’ racial/ethnic data were missing. Geographic data are depicted in Table 2, which highlights that for the 785 participants who reported their state of residence, 48 states (and the District of Columbia) were represented. Most participants lived in the South (34%) and the Midwest (26%), with 22% in the Northeast and 20% in the West.
3.2. Acceptability, Feasibility, and Appointment of Conference and Content
Table 3 displays results from the overall evaluation, specifically highlighting components around the acceptability, feasibility, and appropriateness of the conference and its content. Components were scored positively; across all items, the percentage of participants with responses “agree” or “strongly agree” ranged from 98.01% to 100%. Roughly 99% of participants rated the value of the information presented at the conference and materials provided as “Good” or “Excellent”, and that the conference objective was met. An estimated 98% of participants “agreed” or “strongly agreed” that the content was appropriate for the audience, and 99% “agreed” or “strongly agreed” that the materials were suitable and useful for all attendees. Ninety-eight percent of participants responded that they would attend a Triage Cancer event again. Participants were also “likely” or “very likely” to use another form of Triage Cancer’s service, including webinars (89.6%), the Insurance and Finance Intensive (90.41%), quick guides (95.33%), online resources (96.3%), and educational blogs (82.0%).
Table 3.
Overall Conference Evaluation—Acceptability, Feasibility, and Appropriateness (AFAS).
Ninety percent or more of participants rated the usefulness of each of the main five sessions as “good” or “excellent”. In the breakout sessions (which had less attendance), due to the nature of the sessions not being offered consistently across the years of analysis, 95% or more of participants rated the sessions as “good” or “excellent”. Breakout sessions on fostering resiliency, post-traumatic growth, and coping with cancer were offered exclusively in 2019. Approximately 86% of participants reported the overall value of the health insurance session as “Excellent”, 84% reported the introduction to cancer advocacy and managing finances session as “Excellent”, and 85% reported the practical tools for managing medical bills, financial health, and estate planning documents as “Excellent”. Participants reported the dissemination of information gained through conferences. Across all sessions again, participants who were health care professionals reported they were likely to share the information that was presented to 75% or more of their patients.
3.3. Participant Reports of Meeting Objectives
Table 4 reports the stated educational program objectives for each session, which, overwhelmingly, participants “agreed” or “strongly agreed” were met at least 96% of the time. Exemplar quotes are included in Table 4 that demonstrate the value that participants found from each of these session topics. Participants shared actions that they planned to take as a direct result of attending the conference, which ranged from sharing the information with their network, voting on related legislative policies, feeling empowered to advocate for one’s own medical care by filing for appeals, being more proactive in planning for the future through estate planning, asking for reasonable work accommodations, using practical tips for coping with the psychological and emotional aspects of dealing with a cancer diagnosis, and nutrition planning, among others.
Table 4.
Ability to Meet Conference Session Objectives.
4. Discussion
With more psychosocial support for cancer survivors, including financial literacy education, being provided outside of the cancer healthcare setting and by nonprofit organizations, program evaluation is critical to ensuring cancer survivors and their caregivers are receiving evidence-based information and resources. This evaluation of the Triage Cancer Conference demonstrates the wide reach that Triage Cancer has had in terms of recruiting participants in diverse roles and geographic locations. Our data show that surveyed participants had high rates of acceptability, feasibility, and appropriateness, with >80–90% responding favorably to questions within these domains. Critically, there was also high satisfaction (99.4%) with meeting the conference session objectives for topics ranging from health insurance, estate planning, employment, coping with cancer, and how to be an advocate.
This study has important implications for patient, caregiver, and healthcare provider education. Triage Cancer is the longest-running and only free educational conference solely focused on reducing the financial burden and stress through effective navigation of legal and practical issues related to cancer. The high ratings for acceptability, feasibility, appropriateness, and satisfaction with meeting conference objectives are likely due to the concerted efforts Triage Cancer took to involve multiple stakeholders in the development of its program. Medical financial hardship among cancer survivors is complex, and there are multiple levels at which interventions can be targeted, including the patient and family, employer, provider/care team, health care system, state health policy and environment, federal health policy and environment [32]. This analysis allows us to better understand the impact of financial and legal education on key stakeholders at multiple levels. That is, offering Triage Cancer services to not just cancer patients and survivors but also caregivers, health care professionals, employers, human resources professionals, and legal experts aids in implementing a multilevel approach to mitigating financial hardship. Moreover, the model of “educating the educator”, in which education and training are focused on individuals in roles who will have contact with hundreds or thousands of individuals affected by cancer, should further be studied by evaluating the impact of Triage Cancer’s health care professional training, the Insurance and Finance Intensive.
This study also has important implications for using data to inform professional education for financial navigation services in healthcare settings, as there is increasing interest and necessity in increasing the capacity of financial and patient navigation services. As part of these services, nonprofit organizations such as Triage Cancer are commonly used as a referral resource for patients in financial toxicity interventions [33] or in partnering to provide patient and caregiver education [34,35,36,37]). The session objectives represent much-needed topic areas for financial literacy and demonstrate usefulness across healthcare providers, advocates, caregivers, and cancer survivors. In 2019, the National Cancer Institute (NCI) conducted a study to begin to understand the landscape of what financial services were available and some of the challenges to addressing patients’ financial needs as part of cancer care delivery based on that survey [38]. However, despite the widespread availability of financial services, several challenges exist to widespread and effective implementation. These barriers include staff availability, training, and bandwidth, as well as unclear pathways and workflows for identifying individuals experiencing financial hardship and connecting them with services. Other barriers include the administrative challenge of applying for benefits and a lack of cost transparency. In a survey of 221 NCI Community Oncology Research Program (NCORP) practices, 52% of practices referred to outside counseling or case management services, including the American Cancer Society and other patient advocacy groups [39]. Similarly, a survey of National Comprehensive Cancer Network sites reported high rates of referral (62.5%) to third parties [40]. This study provides additional evidence of the importance of nonprofit organization infrastructure in implementing a sustainable model of financial and patient navigation services into the cancer care delivery system.
In a conceptual framework described by Pisu et al., an individual may utilize problem-focused coping or emotion-focused coping to deal with the stressor of the economic burden of disease [10]. These coping mechanisms may have positive or negative downstream effects on patients’ overall emotional well-being, quality of life, or, ultimately, health outcomes. Triage Cancer is also unique in that it addresses coping mechanisms from both domains. For example, Triage Cancer shares problem-focused coping strategies for participants, such as dealing with insurance barriers through filing appeals, using reasonable accommodations to retain employment, or utilizing income replacement benefits like disability insurance. Triage Cancer also provides emotion-focused coping strategies for participants to gain skills, such as building resiliency and accessing specific cancer community resources to enhance personal well-being.
A strength of this study is that the survey data represent responses from different roles and, thus, perspectives. Through qualitative data, we were able to further highlight the impact that the Triage Cancer Conference had on participants, especially specific concrete actions that participants took afterward as a direct result of participating in the conference. Limitations include response bias, as those who responded to the post-conference survey may be those who are already more active individuals or are individuals who were most strongly seeking this type of information in the first place. We are unable to compare the characteristics between responders and non-responders as this was a voluntary survey.
Future research should apply a more empirical, systematic approach. First, validated patient-reported outcome measures should be incorporated and/or developed to evaluate these types of programs. Examples of existing measures that could be applicable include financial distress using Comprehensive Score for Financial Toxicity for patients currently under treatment for cancer [41], InCharge Financial Distress/Financial Well-Being Scale [42], Health Insurance Literacy Measure [43], Patient-Reported Outcomes Measurement Information System (PROMIS) self-efficacy [44], and emotional well-being (i.e., Psychological Well-Being, PROMIS meaning and purpose), and quality of life [45]. Consideration should also be taken of novel metrics, which may not be validated measures but can be measured objectively, such as the number and type of self-advocacy actions taken (e.g., calling my insurance company, applying for a financial assistance program, creating a living will, asked my employer for an accommodation). Importantly, the appropriate metrics for participants may vary based on their roles, such as patient or caregiver vs. health care professional vs. patient advocate. Future evaluations of nonprofit organizations providing financial education and literacy must utilize not only pre- and post-surveys but also incorporate longer-term follow-up assessments to evaluate if the immediate benefits of participation are maintained over an extended period and if participation in these types of events is dose-dependent and can positively influence adherence to recommended care or clinical outcomes among cancer patients and survivors. Additional studies may seek to compare these findings across similar conference programming and apply longitudinal methodologies with conference participation and sustained engagement through program improvement.
Further evaluation of potentially vulnerable populations, such as adolescents and young adults, individuals who do not speak English as their preferred language, immigrants, or older adults, could help to tailor the delivery to the needs of these specific groups. Additionally, household examination of financial toxicity as a result of cancer and its treatment is increasingly recognized; caregivers of cancer survivors experience financial toxicity and experience poor health-related quality of life as a result [13]. Thus, further evaluation of caregivers may also assist in adapting programming. For example, Triage Cancer has already started these efforts by providing specific materials for adolescents and young adults affected by cancer and educational materials and resources in Spanish. Additionally, all materials are free to access for everyone, which includes caregivers, family, friends, and others who desire to learn more about ways to educate themselves and their loved ones about the financial impact of cancer. Participants in different roles or contexts may benefit from differing delivery formats, so continued assessment of acceptability, feasibility, and appropriateness are warranted in addition to evaluating the impact of certain characteristics (e.g., location, format, length) of the conference on the intensity of participation.
5. Conclusions
Triage Cancer is a critical resource that provides cancer-related legal and financial education. Current models of cancer care delivery warrant the need to better understand supportive programming on cancer-related legal and financial topics. This paper rigorously analyzes the organization’s programmatic data, which can be used by researchers to inform future multilevel interventions to mitigate financial toxicity. Recognizing that these issues affect not only individuals diagnosed with cancer but individuals with a broad range of chronic or serious medical conditions, Triage Cancer recently launched Triage Health [46]. Thus, the impact of programs like the Triage Cancer Conference has the potential to be exponential and, therefore, deserves attention to further develop this as an evidence-based intervention to address the economic burden of cancer.
Author Contributions
Conceptualization, L.V.G., J.D. and M.B.; methodology, L.V.G., J.D., M.B. and M.I.L.; software, L.V.G., J.D. and M.B.; validation, L.V.G., J.D., M.B., B.Z. and M.I.L.; formal analysis, L.V.G., J.D., M.B., B.Z. and M.I.L.; investigation, L.V.G., J.D., M.B., B.Z. and M.I.L.; resources, L.V.G., J.D., M.B. and M.I.L.; data curation, L.V.G., J.D. and M.B.; writing—original draft preparation, L.V.G., J.D. and M.B.; writing—review and editing, L.V.G., J.D., M.B. and M.I.L.; visualization, L.V.G.; supervision, B.Z. and M.I.L.; project administration, L.V.G., J.D., M.B. and M.I.L.; funding acquisition, L.V.G. and M.I.L. All authors have read and agreed to the published version of the manuscript.
Funding
Funding for this research was provided by the National Institutes of Health National Cancer Institute. L.V.G. and M.I.L. received support from the Emotional Well-being and Economic Burden-Related Network Collaboration (EMOT-ECON), which is funded by the National Center for Complementary and Integrative Health (NCCIH), the Office of Behavior and Social Sciences Research (OBSSR), the Office of Disease Prevention and National Institutes of Health Office of the Director (U24AT011310). L.V.G. received research support from the National Cancer Institute institutional training grant T32-CA-236621. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the National Cancer Institute.
Institutional Review Board Statement
Ethical review and approval were waived for this study due to the sharing of only de-identified data.
Informed Consent Statement
Not applicable.
Data Availability Statement
The datasets generated and analyzed for the current study are available from the corresponding author upon reasonable request.
Acknowledgments
The authors would like to thank Madison Ward for her assistance with data collection and management.
Conflicts of Interest
The authors declare no conflicts of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
References
- de Souza, J.A.; Wong, Y.-N. Financial distress in cancer patients. J. Med. Pers. 2013, 11, 73–77. [Google Scholar] [CrossRef] [PubMed]
- Jones, S.M.W.; Walker, R.; Fujii, M.; Nekhlyudov, L.; Rabin, B.A.; Chubak, J. Financial difficulty, worry about affording care, and benefit finding in long-term survivors of cancer. Psycho-Oncology 2018, 27, 1320–1326. [Google Scholar] [CrossRef] [PubMed]
- Nipp, R.D.; Zullig, L.L.; Samsa, G.; Peppercorn, J.M.; Schrag, D.; Taylor, D.H.; Abernethy, A.P.; Zafar, S.Y. Identifying cancer patients who alter care or lifestyle due to treatment-related financial distress. Psycho-Oncology 2016, 25, 719–725. [Google Scholar] [CrossRef] [PubMed]
- Shankaran, V.; Unger, J.M.; Darke, A.K.; Suga, J.M.; Wade, J.L., III; Kourlas, P.J.; Chandana, S.R.; O’Rourke, M.A.; Satti, S.; Liggett, D.; et al. S1417CD: A Prospective Multicenter Cooperative Group-Led Study of Financial Hardship in Metastatic Colorectal Cancer Patients. JNCI J. Natl. Cancer Inst. 2022, 114, 372–380. [Google Scholar] [CrossRef] [PubMed]
- Yabroff, K.R.; Dowling, E.C.; Guy, G.P.; Banegas, M.P.; Davidoff, A.; Han, X.; Virgo, K.S.; McNeel, T.S.; Chawla, N.; Blanch-Hartigan, D.; et al. Financial hardship associated with cancer in the United States: Findings from a population-based sample of adult cancer survivors. J. Clin. Oncol. 2016, 34, 259–267. [Google Scholar] [CrossRef] [PubMed]
- Raber, M.; Jackson, A.; Basen-Engquist, K.; Bradley, C.; Chambers, S.; Gany, F.M.; Halbert, C.H.; Lindau, S.T.; Pérez-Escamilla, R.; Seligman, H. Food Insecurity among People with Cancer: Nutritional Needs as an Essential Component of Care. J. Natl. Cancer Inst. 2022, 114, 1577–1583. [Google Scholar] [CrossRef]
- Patel, K.G.; Borno, H.T.; Seligman, H.K. Food insecurity screening: A missing piece in cancer management. Cancer 2019, 125, 3494–3501. [Google Scholar] [CrossRef]
- Chan, R.J.; Gordon, L.G.; Tan, C.J.; Chan, A.; Bradford, N.K.; Yates, P.; Agbejule, O.A.; Miaskowski, C. Relationships between Financial Toxicity and Symptom Burden in Cancer Survivors: A Systematic Review. J. Pain Symptom Manag. 2019, 57, 646–660.e1. [Google Scholar] [CrossRef]
- Ramsey, S.D.; Bansal, A.; Fedorenko, C.R.; Blough, D.K.; Overstreet, K.A.; Shankaran, V.; Newcomb, P. Financial insolvency as a risk factor for early mortality among patients with cancer. J. Clin. Oncol. 2016, 34, 980–986. [Google Scholar] [CrossRef]
- Ver Hoeve, E.S.; Ali-Akbarian, L.; Price, S.N.; Lothfi, N.M.; Hamann, H.A. Patient-reported financial toxicity, quality of life, and health behaviors in insured US cancer survivors. Support. Care Cancer 2021, 29, 349–358. [Google Scholar] [CrossRef]
- Park, C.L.; Kubzansky, L.D.; Chafouleas, S.M.; Davidson, R.J.; Keltner, D.; Parsafar, P.; Conwell, Y.; Martin, M.Y.; Hanmer, J.; Wang, K.H. Emotional Well-Being: What It Is and Why It Matters. Affect. Sci. 2023, 4, 10–20. [Google Scholar] [CrossRef] [PubMed]
- Pisu, M.; Liang, M.I.; Pressman, S.D.; Ryff, C.D.; Patel, M.R.; Hussein, M.; Williams, C.P.; Henrikson, N.B.; Schoenberger, Y.-M.; Pracht, L.J.; et al. Expanding research on the impact of financial hardship on emotional well-being: Guidance of diverse stakeholders to the Emotional Well-Being and Economic Burden of Disease (EMOT-ECON) Research Network. Front. Psychol. 2023, 14, 1196525. [Google Scholar] [CrossRef] [PubMed]
- Ghazal, L.V.; Abrahamse, P.; Ward, K.C.; Morris, A.M.; Hawley, S.T.; Veenstra, C.M. Financial Toxicity and Its Association with Health-Related Quality of Life among Partners of Colorectal Cancer Survivors. JAMA Netw. Open 2023, 6, e235897. [Google Scholar] [CrossRef] [PubMed]
- Sadigh, G.; Switchenko, J.; Weaver, K.E.; Elchoufi, D.; Meisel, J.; Bilen, M.A.; Lawson, D.; Cella, D.; El-Rayes, B.; Carlos, R. Correlates of financial toxicity in adult cancer patients and their informal caregivers. Support. Care Cancer 2022, 30, 217–225. [Google Scholar] [CrossRef]
- Veenstra, C.M.; Wallner, L.P.; Jagsi, R.; Abrahamse, P.; Griggs, J.J.; Bradley, C.J.; Hawley, S.T. Long-Term Economic and Employment Outcomes among Partners of Women with Early-Stage Breast Cancer. J. Oncol. Pract. 2017, 13, e916–e926. [Google Scholar] [CrossRef] [PubMed]
- Charkhchi, P.; Fazeli Dehkordy, S.; Carlos, R.C. Housing and Food Insecurity, Care Access, and Health Status among the Chronically Ill: An Analysis of the Behavioral Risk Factor Surveillance System. J. Gen. Intern. Med. 2018, 33, 644–650. [Google Scholar] [CrossRef]
- Simmons, L.A.; Modesitt, S.C.; Brody, A.C.; Leggin, A.B. Food Insecurity among Cancer Patients in Kentucky: A Pilot Study. J. Oncol. Pract. 2006, 2, 274–279. [Google Scholar] [CrossRef]
- Coughlin, S.S.; Dean, L.T.; Cortes, J.E. Financial assistance programs for cancer patients. Curr. Cancer Rep. 2021, 3, 119–123. [Google Scholar] [CrossRef]
- Salsman, J.M.; Kircher, S.M. Financial Hardship in Adolescent and Young Adult Oncology: The Need for Multidimensional and Multilevel Approaches. JCO Oncol. Pract. 2022, 18, 173–176. [Google Scholar] [CrossRef]
- de Moor, J.S.; Mollica, M.; Sampson, A.; Adjei, B.; Weaver, S.J.; Geiger, A.M.; Kramer, B.S.; Grenen, E.; Miscally, M.; Ciolino, H.P. Delivery of Financial Navigation Services within National Cancer Institute-Designated Cancer Centers. JNCI Cancer Spectr. 2021, 5, pkab033. [Google Scholar] [CrossRef]
- Doherty, M.J.; Thom, B.; Gany, F. Evidence of the Feasibility and Preliminary Efficacy of Oncology Financial Navigation: A Scoping Review. Cancer Epidemiol. Biomark. Prev. 2021, 30, 1778–1784. [Google Scholar] [CrossRef] [PubMed]
- Offodile, A.C.; Gallagher, K.; Angove, R.; Tucker-Seeley, R.D.; Balch, A.; Shankaran, V. Financial Navigation in Cancer Care Delivery: State of the Evidence, Opportunities for Research, and Future Directions. J. Clin. Oncol. 2022, 40, 2291–2294. [Google Scholar] [CrossRef] [PubMed]
- Sherman, D.E. Transforming Practices Through the Oncology Care Model: Financial Toxicity and Counseling. J. Oncol. Pract. 2017, 13, 519–522. [Google Scholar] [CrossRef] [PubMed]
- Shelby, R.A.; Taylor, K.L.; Kerner, J.F.; Coleman, E.; Blum, D. The Role of Community-based and Philanthropic Organizations in Meeting Cancer Patient and Caregiver Needs. CA Cancer J. Clin. 2002, 52, 229–246. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Semin, J.N.; Palm, D.; Smith, L.M.; Ruttle, S. Understanding breast cancer survivors’ financial burden and distress after financial assistance. Support. Care Cancer 2020, 28, 4241–4248. [Google Scholar] [CrossRef] [PubMed]
- Landwehr, M.S.; Watson, S.E.; Macpherson, C.F.; Novak, K.A.; Johnson, R.H. The cost of cancer: A retrospective analysis of the financial impact of cancer on young adults. Cancer Med. 2016, 5, 863–870. [Google Scholar] [CrossRef]
- Rutledge, R.; Robinson, L. Community-based organizations are critical partners in providing complete cancer care. Curr. Oncol. 2009, 16, 29–33. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Shankaran, V.; Leahy, T.; Steelquist, J.; Watabayashi, K.; Linden, H.; Ramsey, S.; Schwartz, N.; Kreizenbeck, K.; Nelson, J.; Balch, A.; et al. Pilot Feasibility Study of an Oncology Financial Navigation Program. J. Oncol. Pract. 2018, 14, e122–e129. [Google Scholar] [CrossRef] [PubMed]
- Triage Cancer. 2024. Available online: https://triagecancer.org/ (accessed on 11 January 2024).
- Cho, E.; Lyon, A.R.; Tugendrajch, S.K.; Marriott, B.R.; Hawley, K.M. Assessing provider perceptions of training: Initial evaluation of the Acceptability, Feasibility, and Appropriateness Scale. Implement. Res. Pract. 2022, 3, 26334895221086269. [Google Scholar] [CrossRef]
- Weiner, B.J.; Lewis, C.C.; Stanick, C.; Powell, B.J.; Dorsey, C.N.; Clary, A.S.; Boynton, M.H.; Halko, H. Psychometric assessment of three newly developed implementation outcome measures. Implement. Sci. 2017, 12, 108. [Google Scholar] [CrossRef]
- Yabroff, K.R.; Zhao, J.; Zheng, Z.; Rai, A.; Han, X. Medical Financial Hardship among Cancer Survivors in the United States: What Do We Know? What Do We Need to Know? Cancer Epidemiol. Biomark. Prev. 2018, 27, 1389–1397. [Google Scholar] [CrossRef]
- Kirchhoff, A.C.; van Thiel Berghuijs, K.M.; Waters, A.R.; Kaddas, H.K.; Warner, E.L.; Vaca Lopez, P.L.; Perez, G.K.; Ray, N.; Chevrier, A.; Allen, K.; et al. Health Insurance Literacy Improvements among Recently Diagnosed Adolescents and Young Adults with Cancer: Results from a Pilot Randomized Controlled Trial. JCO Oncol. Pract. 2024, 20, 93–101. [Google Scholar] [CrossRef] [PubMed]
- Lyons, K.D.; Forcino, R.C.; Rotenberg, S.; Schiffelbein, J.E.; Morrissette, K.J.; Godzik, C.M.; Lichtenstein, J.D. “The Last Thing You Have to Worry About”: A Thematic Analysis of Employment Challenges Faced by Cancer Survivors. Int. J. Environ. Res. Public Health 2022, 19, 11214. [Google Scholar] [CrossRef] [PubMed]
- Head, B.; Harris, L.; Kayser, K.; Martin, A.; Smith, L. As if the disease was not enough: Coping with the financial consequences of cancer. Support. Care Cancer 2018, 26, 975–987. [Google Scholar] [CrossRef]
- Zheng, Z.; Han, X.; Zhao, J.; Yabroff, K.R. What can we do to help young cancer survivors minimize financial hardship in the United States? Expert. Rev. Anticancer Ther. 2019, 19, 655–657. [Google Scholar] [CrossRef] [PubMed]
- Berghuijs, K.M.v.T.; Kaddas, H.K.; Trujillo, G.; Rouhani, G.; Chevrier, A.; Ose, J.; Shibata, D.; Toriola, A.T.; Figueiredo, J.C.; Peoples, A.R.; et al. Age-related differences in employment, insurance, and financial hardship among colorectal cancer patients: A report from the ColoCare Study. J. Cancer Surviv. 2023, 18, 1075–1084. [Google Scholar] [CrossRef]
- Bell-Brown, A.; Watabayashi, K.; Delaney, D.; Carlos, R.C.; Langer, S.L.; Unger, J.M.; Vaidya, R.R.; Darke, A.K.; Hershman, D.L.; Ramsey, S.D.; et al. Assessment of financial screening and navigation capabilities at National Cancer Institute community oncology clinics. JNCI Cancer Spectr. 2023, 7, pkad055. [Google Scholar] [CrossRef]
- McLouth, L.E.; Nightingale, C.L.; Dressler, E.V.; Snavely, A.C.; Hudson, M.F.; Unger, J.M.; Kazak, A.E.; Lee, S.J.C.; Edward, J.; Carlos, R.; et al. Current Practices for Screening and Addressing Financial Hardship within the NCI Community Oncology Research Program. Cancer Epidemiol. Biomark. Prev. 2021, 30, 669–675. [Google Scholar] [CrossRef] [PubMed]
- Khera, N.; Sugalski, J.; Krause, D.; Butterfield, R.; Zhang, N.; Stewart, F.M.; Carlson, R.W.; Griffin, J.M.; Zafar, S.Y.; Lee, S.J. Current Practices for Screening and Management of Financial Distress at NCCN Member Institutions. J. Natl. Compr. Cancer Netw. JNCCN 2020, 18, 825–831. [Google Scholar] [CrossRef] [PubMed]
- de Souza, J.A.; Yap, B.J.; Wroblewski, K.; Blinder, V.; Araújo, F.S.; Hlubocky, F.J.; Nicholas, L.H.; O’Connor, J.M.; Brockstein, B.; Ratain, M.J.; et al. Measuring financial toxicity as a clinically relevant patient-reported outcome: The validation of the COmprehensive Score for financial Toxicity (COST). Cancer 2017, 123, 476–484. [Google Scholar] [CrossRef]
- Prawitz, A.D.; Garman, E.T.; Sorhaindo, B.; O’Neill, B.; Kim, J.; Drentea, P. Incharge Financial Distress/Financial Well-Being Scale: Development, Administration, and Score Interpretation. Financ. Couns. Plan. 2006, 17, 34–50. [Google Scholar]
- Paez, K.A.; Mallery, C.J.; Noel, H.; Pugliese, C.; McSorley, V.E.; Lucado, J.L.; Ganachari, D. Development of the Health Insurance Literacy Measure (HILM): Conceptualizing and measuring consumer ability to choose and use private health insurance. J. Health Commun. 2014, 19 (Suppl. S2), 225–239. [Google Scholar] [CrossRef] [PubMed]
- Gruber-Baldini, A.L.; Velozo, C.; Romero, S.; Shulman, L.M. Validation of the PROMIS® measures of self-efficacy for managing chronic conditions. Qual. Life Res. 2017, 26, 1915–1924. [Google Scholar] [CrossRef] [PubMed]
- Cella, D.; Yount, S.; Rothrock, N.; Gershon, R.; Cook, K.; Reeve, B.; Ader, D.; Fries, J.F.; Bruce, B.; Rose, M. The Patient-Reported Outcomes Measurement Information System (PROMIS). Med. Care 2007, 45, S3–S11. [Google Scholar] [CrossRef]
- Triage Cancer. Triage Health. Available online: https://www.triagehealth.org/ (accessed on 4 March 2024).
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).