Patient Perspectives on Social and Identity Factors Affecting Multiple Myeloma Care: Barriers and Opportunities
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Participants
2.3. Data Collection
2.4. Data Analysis
3. Results
3.1. Participant Characteristics
3.2. Describing Key Characteristics of Living with MM
“I have to have testing, the MRIs, and certain things, bone marrow biopsies once a year, and so forth. And that can lead to quite a bit of anxiety… And then after the scan, you’ve got to wait sometimes a week or more to get the results.”(White patient, 50s)
“Most of the treatments that you get have a limitation of 18 months to maybe 2 years. So, you’re kind of, like, on pins and needles. Is this thing going to take me all the way out? …What is the next on the horizon? … Is it going to come back harder than it was before?”(Black patient, 50s)
“The longer I’m on a particular medication…new side effects crop up. And so, I’m always managing something. When you think you’ve sort of mastered it or have it managed, something new springs up. It’s just endless.”(White patient, 60s)
“Not only physical fatigue, [but it’s also] mental fatigue. … The only way I can describe it is indifference. You don’t care about anything.”(Hispanic patient, 40s)
“I didn’t have a clue of what multiple myeloma was when I was diagnosed with it.”(Asian patient, 70s)
“I didn’t have any information when I was told that I had multiple myeloma. I was diagnosed with it in 2015. I didn’t know anybody else that had it. I didn’t know anything about it. So, yeah, the information was very small.”(Black patient, 60s)
3.3. Comparing MM to Other Chronic Health Conditions
3.4. Social Needs and Identity Experiences Mapped to Patient Journey
3.4.1. Diagnosis
“In the Latino culture, everything is about work and to push through things and be strong. And so that was the message I was getting from my dad, from my husband, from my family. I didn’t feel well. … ‘You’ve just got to keep going. You’ve got to keep pushing.’ And I was frigging sick.”(Hispanic patient, 40s)
3.4.2. Treatment Goals
3.4.3. Treatment Choices
“[I] was told there’s nothing I could do.…And I was unaware of all the different…guidelines and all these legal policy guidelines that dictated my choices, supposedly.…So, I had to find out for myself and self-educate and self-advocate.”(Asian patient, 50s)
“Everybody said, ‘You need a specialist.’ But it’s just too far away to drive.”(Black patient, 60s)
“When I was first diagnosed, my oncologist…talked to me about a stem cell transplant…and I was 79 at the time. He said, ‘We don’t usually recommend it for people your age.’”(White patient, 80s)
3.4.4. Treatment Initiation
3.4.5. Treatment Adherence
“I was always trying to find transportation. And there was public transportation available…but they wanted you to sign up 2, 3 months in advance. And sometimes…the doctor all of a sudden wanted you to come in.”(White patient, 50s)
3.4.6. Burden of Disease and Disease Outcomes
“I am disability retired. Being a teacher, I kind of pushed myself to continue to teach. And that was a negative, because I wound up making myself sicker.”(Black patient, 50s)
3.4.7. Key Parts of Patient Journey Where Support Is Most Needed
“It starts with the diagnosis. Once you’ve been diagnosed, putting you into the right environment for you to be successful and for you to be stable, and not necessarily lose your mind. … And if you don’t have the support that you need in order to, kind of, get through the initial phases, …you can’t even think about what the treatment options are.”(Black patient, 50s)
“For some people, depending on their age, it’s a work barrier. For some people, it’s financial barrier. For some people, it’s a knowledge barrier. So, you’ve got to figure out which one of those pods can you help expand some people’s ability to be able to adhere to their treatments.”(Black patient, 50s)
3.5. Patient-Generated Ideas to Improve Support
3.5.1. Overall Recommendations
3.5.2. Diagnosis-Specific Recommendations
- Training for providers may be helpful in delivering the diagnosis more effectively and compassionately and in connecting patients with supportive resources.
- Patients with MM need immediate support to help process their diagnosis. Patients also need sufficient time to absorb the diagnosis because they may not have the emotional capacity or prior knowledge to fully absorb the information immediately.
- Patients need basic information about MM, ideally in their native languages, to help them understand their diagnosis and be reassured that a long life is possible. Early information should include the availability of MM specialists (participants who had access to a specialist earlier in their journey were more satisfied with their initial treatment). Patients also need to learn how to read lab results and be referred to reliable sources for additional information. Subsequent information should explain more detailed treatment options, including advanced treatment options.
- Patients need support to navigate and understand their insurance options, find financial assistance opportunities, such as copay support or foundations that provide financial assistance, and learn about the availability of transportation or other logistical support.
3.5.3. Adherence-Specific Recommendations
- Available information on treatment side effects and continued emotional support to deal with the side effects.
- Connections to financial resources to overcome the financial barriers associated with treatment costs and help navigate insurance.
- Transportation and logistical support to get to appointments, ideally provided without any out-of-pocket costs because finances may be an issue for some patients.
- Information patients can provide to employers on the length and frequency of required medical visits as well as how to provide appropriate accommodations for patients with MM who remain in the workforce.
- Tools or reminders to help patients adhere to medication schedules (e.g., calendars, alarms, organizers, notes, and apps).
- Tips from other patients to improve adherence, such as utilizing third-party mail services to receive shipments of medications so that patients do not have to be home to receive them.
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Cancer Stat Facts: Myeloma. Available online: https://seer.cancer.gov/statfacts/html/mulmy.html (accessed on 26 June 2023).
- Bhutani, M.; Blue, B.J.; Cole, C.; Badros, A.Z.; Usmani, S.Z.; Nooka, A.K.; Bernal-Mizrachi, L.; Mikhael, J. Addressing the disparities: The approach to the African American patient with multiple myeloma. Blood Cancer J. 2023, 13, 189. [Google Scholar] [CrossRef] [PubMed]
- Kaur, G.; Mejia Saldarriaga, M.; Shah, N.; Catamero, D.D.; Yue, L.; Ashai, N.; Goradia, N.; Heisler, J.; Xiao, Z.; Ghalib, N.; et al. Multiple Myeloma in Hispanics: Incidence, Characteristics, Survival, Results of Discovery, and Validation Using Real-World and Connect MM Registry Data. Clin. Lymphoma Myeloma Leuk. 2021, 21, e384–e397. [Google Scholar] [CrossRef] [PubMed]
- Notardonato, L.D.; Langerman, S.S.; Zhou, J.; Calip, G.S.; Chiu, B.; Derman, B.A. Racial Disparities in the Diagnostic Evaluation of Multiple Myeloma. Blood 2021, 138 (Suppl. S1), 4116. [Google Scholar] [CrossRef]
- Ailawadhi, S.; Parikh, K.; Abouzaid, S.; Zhou, Z.; Tang, W.; Clancy, Z.; Cheung, C.; Zhou, Z.Y.; Xie, J. Racial disparities in treatment patterns and outcomes among patients with multiple myeloma: A SEER-Medicare analysis. Blood Adv. 2019, 3, 2986–2994. [Google Scholar] [CrossRef] [PubMed]
- Joshi, H.; Lin, S.; Fei, K.; Renteria, A.S.; Jacobs, H.; Mazumdar, M.; Jagannath, S.; Bickell, N.A. Multiple myeloma, race, insurance and treatment. Cancer Epidemiol. 2021, 73, 101974. [Google Scholar] [CrossRef] [PubMed]
- Zhou, J.; Sweiss, K.; Nutescu, E.A.; Han, J.; Patel, P.R.; Ko, N.Y.; Lee, T.A.; Chiu, B.C.; Calip, G.S. Racial Disparities in Intravenous Bisphosphonate Use Among Older Patients with Multiple Myeloma Enrolled in Medicare. JCO Oncol. Pract. 2021, 17, e294–e312. [Google Scholar] [CrossRef] [PubMed]
- Al Hadidi, S.; Dongarwar, D.; Salihu, H.M.; Kamble, R.T.; Lulla, P.; Hill, L.C.; Carrum, G.; Ramos, C.A.; Heslop, H.E.; Usmani, S.Z. Health disparities experienced by Black and Hispanic Americans with multiple myeloma in the United States: A population-based study. Leuk. Lymphoma 2021, 62, 3256–3263. [Google Scholar] [CrossRef] [PubMed]
- Monteith, B.E.; Sandhu, I.; Lee, A.S. Management of Multiple Myeloma: A Review for General Practitioners in Oncology. Curr. Oncol. 2023, 30, 4382–4401. [Google Scholar] [CrossRef] [PubMed]
- Bonello, F.; Cetani, G.; Bertamini, L.; Gay, F.; Larocca, A. Moving Toward Continuous Therapy in Multiple Myeloma. Clin. Hematol. Int. 2019, 1, 189–200. [Google Scholar] [CrossRef] [PubMed]
- Neparidze, N.; Godara, A.; Lin, D.; Le, H.; Fixler, K.; Shea, L.; Everson, S.; Brittle, C.; Brunisholz, K. Impact of social needs and identity experiences on the burden of illness for patients with multiple myeloma: A mixed-methods study. Healthcare 2024, in press.
- Janssen Patient Engagement Research Councils. Available online: https://www.janssenpatientcouncils.com (accessed on 16 April 2024).
- LeBlanc, M.R.; LeBlanc, T.W.; Leak Bryant, A.; Pollak, K.I.; Bailey, D.E.; Smith, S.K. A Qualitative Study of the Experiences of Living with Multiple Myeloma. Oncol. Nurs. Forum 2021, 48, 151–160. [Google Scholar] [CrossRef] [PubMed]
- O’Donnell, E.K.; Shapiro, Y.N.; Yee, A.J.; Nadeem, O.; Hu, B.Y.; Laubach, J.P.; Branagan, A.R.; Anderson, K.C.; Mo, C.C.; Munshi, N.C.; et al. Quality of life, psychological distress, and prognostic perceptions in patients with multiple myeloma. Cancer 2022, 128, 1996–2004. [Google Scholar] [CrossRef] [PubMed]
- Ribbands, A.; Boytsov, N.; Bailey, A.; Gorsh, B.; Luke, E.; Lambert, A. Drivers of physician decision-making and patient perspectives across lines of therapy in multiple myeloma in the USA. Future Oncol. 2023, 19, 1549–1562. [Google Scholar] [CrossRef] [PubMed]
- Terpos, E.; Mikhael, J.; Hajek, R.; Chari, A.; Zweegman, S.; Lee, H.C.; Mateos, M.V.; Larocca, A.; Ramasamy, K.; Kaiser, M.; et al. Management of patients with multiple myeloma beyond the clinical-trial setting: Understanding the balance between efficacy, safety and tolerability, and quality of life. Blood Cancer J. 2021, 11, 40. [Google Scholar] [CrossRef] [PubMed]
Category | First Set of Groups (n = 19) n (%) | Second Set of Groups (n = 21) n (%) |
---|---|---|
Gender | ||
Female | 12 (63.2) | 14 (66.7) |
Male | 7 (36.8) | 7 (33.3) |
Race and Ethnicity | ||
White | 8 (42.1) | 9 (42.9) |
Black | 5 (26.3) | 6 (28.6) |
Asian | 2 (10.5) | 2 (9.5) |
Hispanic | 4 (21.1) | 4 (19.0) |
Age Range | ||
40s | 3 (15.8) | 3 (14.3) |
50s | 9 (47.4) | 9 (42.9) |
60s | 5 (26.3) | 6 (28.6) |
≥70s | 2 (10.5) | 3 (14.3) |
Educational Achievement | ||
Graduate degree | 8 (42.1) | 8 (38.1) |
Bachelor’s degree | 4 (21.1) | 4 (19.0) |
Some college | 5 (26.3) | 7 (33.3) |
High school or less | 2 (10.5) | 2 (9.5) |
Perceived Areas of Difference | Supporting Quotation |
---|---|
Diagnosis can be delayed | |
Overall awareness of MM is low, contributing to delayed diagnoses. Diagnosis of MM could be particularly delayed in younger patients, and late diagnosis was seen as contributing to more advanced disease. | “It seems like most people are diagnosed with this disease when they start having serious bone issues, and by that time, it’s already spread to a pretty serious level.” (White patient, 50s) |
Disease progression is uncertain and individualized | |
There is a great deal of uncertainty related to when and how MM will progress. Patients noted the disease can progress differently between patients. | “When you’re in remission, I don’t know if that’s worse, because you’re like, ‘OK, is it going to be tomorrow? Is it going to be the next week? Can I make plans?’ Because your plans are subject to change. It’s difficult.”(Hispanic patient, 60s) |
Treatment is ongoing and side effects can be significant | |
Treatment for MM is ongoing. Patients frequently have to switch therapies if their treatment stops being effective, contributing to anxiety. Patients deal with significant side effects. | “For a lot of diseases and things, you go through a series of treatments, and then you reach a ‘cure’ or things like that. Then you’re able to move on from that, where with the case of myeloma…you don’t reach a finish line.” (White patient, 40s) |
Significant financial issues | |
Medications and treatments are expensive. Several patients reported relying on copay assistance or foundation support to help pay for treatment. | “I also have a foundation that helps with those prescriptions, because otherwise there’s no way I could pay $27,000 a month for chemo or even my portion of it.”(White patient, 60s) |
High toll on physical and emotional health | |
MM has a significant physical and emotional burden. Fatigue takes a major toll. Patients who are not able to engage in common activities can become frustrated and isolated. | “It’s taken a big toll on my physical and emotional health because…I’m older now and sometimes in my head I have a lot of problems going on.…It is just physically trying to move. Sometimes I’m really slow.” (Black patient, 60s) |
Frequent appointments and long stays | |
Patients reported frequent appointments (e.g., some get their blood tested every 3 weeks). They may also have long hospital stays. Some employers are not willing to accommodate these frequent medical visits and long stays. | “Sometimes with different cancers or other cancers, they don’t have to go as frequent[ly], say if they’re in remission or what have you. But considering since I am high risk multiple myeloma, I do have more frequent appointments and lengthy stays in the hospital.” (White patient, 50s) |
Social and Identity Experiences | Diagnosis n (%) | Treatment Goals n (%) | Treatment Choice n (%) | Treatment Initiation n (%) | Treatment Adherence n (%) | Burden of Disease/Outcomes n (%) |
---|---|---|---|---|---|---|
Health Knowledge | 11 (57.9) | 8 (42.1) | 10 (52.6) | 8 (42.1) | 8 (42.1) | 8 (42.1) |
Financial Instability | 5 (26.3) | 8 (42.1) | 14 (73.7) | 7 (36.8) | 9 (47.4) | 8 (42.1) |
Lack of Insurance | 7 (36.8) | 9 (47.4) | 16 (84.2) | 11 (57.9) | 9 (47.4) | 8 (42.1) |
Lack of Social Support | 7 (36.8) | 10 (52.6) | 8 (42.1) | 8 (42.1) | 11 (57.9) | 9 (47.4) |
Lack of Transportation | 3 (15.8) | 5 (26.3) | 12 (63.2) | 9 (47.4) | 12 (63.2) | 2 (10.5) |
Race and Ethnicity | 9 (47.4) | 7 (36.8) | 10 (52.6) | 7 (36.8) | 5 (26.3) | 6 (31.6) |
Age | 6 (31.6) | 11 (57.9) | 12 (63.2) | 5 (26.3) | 7 (36.8) | 9 (47.4) |
Culture | 11 (57.9) | 5 (26.3) | 9 (47.4) | 8 (42.1) | 9 (47.4) | 6 (31.6) |
Disability Status | 7 (36.8) | 10 (52.6) | 14 (73.7) | 7 (36.8) | 11 (57.9) | 14 (73.7) |
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Share and Cite
Neparidze, N.; Godara, A.; Lin, D.; Le, H.H.; Fixler, K.; Shea, L.; Everson, S.; Brittle, C.; Brunisholz, K.D. Patient Perspectives on Social and Identity Factors Affecting Multiple Myeloma Care: Barriers and Opportunities. Healthcare 2024, 12, 1587. https://doi.org/10.3390/healthcare12161587
Neparidze N, Godara A, Lin D, Le HH, Fixler K, Shea L, Everson S, Brittle C, Brunisholz KD. Patient Perspectives on Social and Identity Factors Affecting Multiple Myeloma Care: Barriers and Opportunities. Healthcare. 2024; 12(16):1587. https://doi.org/10.3390/healthcare12161587
Chicago/Turabian StyleNeparidze, Natalia, Amandeep Godara, Dee Lin, Hoa H. Le, Karen Fixler, Lisa Shea, Stephanie Everson, Christine Brittle, and Kimberly D. Brunisholz. 2024. "Patient Perspectives on Social and Identity Factors Affecting Multiple Myeloma Care: Barriers and Opportunities" Healthcare 12, no. 16: 1587. https://doi.org/10.3390/healthcare12161587
APA StyleNeparidze, N., Godara, A., Lin, D., Le, H. H., Fixler, K., Shea, L., Everson, S., Brittle, C., & Brunisholz, K. D. (2024). Patient Perspectives on Social and Identity Factors Affecting Multiple Myeloma Care: Barriers and Opportunities. Healthcare, 12(16), 1587. https://doi.org/10.3390/healthcare12161587