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Gnall KE, Emrich M, Magin ZE, Park CL, Bellizzi KM, Sanft T. Anxiety and fear of cancer recurrence as predictors of subsequent pain interference in early cancer survivorship: Exploring the moderating roles of cognitive and emotional factors. J Behav Med 2024; 47:980-993. [PMID: 39110352 DOI: 10.1007/s10865-024-00506-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 07/04/2024] [Indexed: 10/25/2024]
Abstract
Following treatment, cancer survivors often experience pain that negatively impacts their quality of life. Although both anxiety and fear of cancer recurrence (FCR) have been shown to exacerbate pain interference, less is known about either the temporal relationship between anxiety/FCR and pain interference or modifiable cognitive/emotional factors that might moderate that relationship among cancer survivors. This longitudinal study aims to advance our understanding of the impact of both anxiety and FCR following primary cancer treatment on subsequent pain interference. We also examined potentially modifiable moderators (i.e., cancer-related illness beliefs and emotion regulation difficulties) of the relationship between anxiety/FCR and subsequent pain interference. Adults (N = 397; 67% female; Mage = 59.1 years) diagnosed with breast, colorectal, or prostate cancer completed self-report measures at baseline (average of 2.5 months following treatment completion) and at 6-month follow-up. Both greater anxiety and FCR not only predicted subsequent pain interference, but also predicted increases in pain interference over time. Additionally, complex interaction patterns were observed between anxiety and the potential moderators on pain interference. Specifically, lower Personal Control beliefs and higher Consequences beliefs were associated with greater pain interference for those with lower levels of anxiety/FCR. Emotion regulation difficulties also moderated the anxiety-pain interference link (i.e., was more strongly associated with greater pain interference at lower levels of anxiety), but not the FCR-pain link. Chronicity beliefs did not interact with anxiety or FCR in predicting pain interference. This study advances our understanding of the role of anxiety/FCR on pain interference over time as well as potential psychological treatment targets for individuals at greater risk for longer-term pain following cancer treatment.
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Affiliation(s)
- Katherine E Gnall
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA.
| | - Mariel Emrich
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
| | - Zachary E Magin
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
| | - Crystal L Park
- Department of Psychological Sciences, University of Connecticut, Storrs, CT, USA
| | - Keith M Bellizzi
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT, USA
| | - Tara Sanft
- Department of Medicine (Medical Oncology), Yale School of Medicine, New Haven, CT, USA
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2
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Durbin SM, Lundquist D, Pelletier A, Petrillo LA, Bame V, Turbini V, Heldreth H, Lynch K, Boulanger M, Lam A, McIntyre C, Ferrell BR, Jimenez R, Juric D, Nipp RD. Financial toxicity in early-phase cancer clinical trial participants. Cancer 2024. [PMID: 39387163 DOI: 10.1002/cncr.35586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 09/09/2024] [Accepted: 09/09/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND Little is known about financial toxicity in early-phase clinical trial (EP-CT) participants. This study sought to describe financial toxicity in EP-CT participants and assess associations with patient characteristics and patient-reported outcomes (PROs). METHODS Prospectively enrolled EP-CT participants from were followed from April 2021 through January 2023. Participants completed the Comprehensive Score for Financial Toxicity (<26 = financial toxicity) at time of treatment. Quality of life (QOL), symptoms, coping, and resource concerns were surveyed. Associations of financial toxicity with patient characteristics, PROs, and clinical outcomes were explored. RESULTS Of 261 eligible patients, 197 completed baseline assessments (75.5%, median age = 63.4 years [31.8-88.6], 57.4% female). Most common cancers were gastrointestinal (33.0%) and breast (20.8%). More than one third (34.0%) of patients reported financial toxicity. Patients with financial toxicity were more likely to be <65 years (70.2% vs 48.5%, p = .004), unemployed (45.5% vs 16.9%, p < .001), not have attended college (53.1% vs 26.4%, p = .002), and have income <$60,000 (59.7% vs 25.4%, p < .001). In adjusted models, patients with financial toxicity reported lower QOL (B = -6.66, p = .004) and acceptance (B = -0.78, p = .002), and increased self-blame (B = 0.87, p < .001). They were more likely to have concerns regarding housing (10.6% vs 2.3%, p = .025), bills (31.8% vs 3.8%, p < .001), food (9.1% vs 0.8%, p = .006), and employment (21.2% vs 1.5%, p < .001). There was no difference in time on trial (hazard ratio, 1.03; p = .860) or survival (hazard ratio, 1.16; p = .496). CONCLUSIONS More than one third of EP-CT participants reported financial toxicity. Factors associated with financial toxicity and demonstrated novel associations among financial toxicity with QOL, coping, and resource concerns were identified, highlighting the need to address financial toxicity among this population.
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Affiliation(s)
- Sienna M Durbin
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts, USA
| | - Debra Lundquist
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Andrea Pelletier
- Biostatistician, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Laura A Petrillo
- Division of Palliative Care and Geriatric Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Viola Bame
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Victoria Turbini
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Hope Heldreth
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Kaitlyn Lynch
- Cancer Center Protocol Office, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Mary Boulanger
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts, USA
| | - Anh Lam
- University of Oklahoma Stephenson Cancer Center, Oklahoma City, Oklahoma, USA
| | - Casandra McIntyre
- Department of Nursing & Patient Care Services, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Betty R Ferrell
- City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Rachel Jimenez
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Dejan Juric
- Department of Medicine, Division of Hematology & Oncology, Massachusetts General Hospital & Harvard Medical School, Boston, Massachusetts, USA
| | - Ryan D Nipp
- University of Oklahoma Stephenson Cancer Center, Oklahoma City, Oklahoma, USA
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Valvi N, Tamargo JA, Braithwaite D, Fillingim RB, Karanth SD. Household Income Is Associated with Chronic Pain and High-Impact Chronic Pain among Cancer Survivors: A Cross-Sectional Study Using NHIS Data. Cancers (Basel) 2024; 16:2847. [PMID: 39199618 PMCID: PMC11353052 DOI: 10.3390/cancers16162847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 08/08/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
Pain is a prevalent issue among cancer patients, yet its link with socioeconomic status has not been thoroughly examined. This study investigated chronic pain (lasting ≥3 months) and high-impact pain (chronic pain limiting activities) among cancer survivors based on household income relative to the federal poverty level (FPL), using data from the National Health Interview Survey (2019-2020). Of the 4585 participants with a history of solid cancers, 1649 (36.3%) reported chronic pain and 554 (12.6%) reported high-impact chronic pain. After adjustment, participants with incomes < 200% FPL had significantly higher odds of chronic pain (adjusted odds ratio [aOR]: 1.60, 95% CI: 1.25-2.05) and high-impact chronic pain (aOR: 1.73, 95% CI: 1.09-2.74) compared to those with incomes ≥ 400% FPL. Opioid use for chronic pain was most prevalent among those with incomes < 200% FPL (28.3%) compared to those with 200-399% (21.3%) and ≥400% (19.0%). Higher-income participants reported greater use of alternative pain management methods such as yoga (50.5%), chiropractic care (44.8%), and physical therapy (44.3%). This study highlights the association between household income and chronic pain outcomes among cancer survivors, emphasizing the necessity for targeted interventions to mitigate healthcare access disparities and improve pain management for all individuals affected by cancer.
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Affiliation(s)
- Nimish Valvi
- Department of Nutrition and Health Science, Ball State University, Muncie, IN 47306, USA;
| | - Javier A. Tamargo
- Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, FL 32611, USA; (J.A.T.); (R.B.F.)
- Institute on Aging, University of Florida, Gainesville, FL 32611, USA
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL 32611, USA
| | - Dejana Braithwaite
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32611, USA
- University of Florida Health Cancer Center, University of Florida, Gainesville, FL 32611, USA
| | - Roger B. Fillingim
- Pain Research and Intervention Center of Excellence, University of Florida, Gainesville, FL 32611, USA; (J.A.T.); (R.B.F.)
- Institute on Aging, University of Florida, Gainesville, FL 32611, USA
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL 32611, USA
| | - Shama D. Karanth
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32611, USA
- University of Florida Health Cancer Center, University of Florida, Gainesville, FL 32611, USA
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Gallego A, Beato C, Brozos E, De La Cruz S, García RV. Spanish Society of Medical Oncology recommendations for comprehensive assessment and care of cancer survivors' needs. Clin Transl Oncol 2024:10.1007/s12094-024-03571-9. [PMID: 38976210 DOI: 10.1007/s12094-024-03571-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 07/09/2024]
Abstract
This article reviews the contemporary and inclusive definition of cancer survivorship, including patients with and without disease who have completed or continue to undergo treatment. The Spanish Society of Medical Oncology (SEOM) describes in this article the needs of these patients and outlines a care model based on an estimation of cancer incidence and identification of patient needs, to enable the provision of practical actions to achieve effective care. The objectives of this review are to identify the main effects of cancer on survivors and to establish appropriate ways of measuring these effects, as well as discussing the management of physical, psychological and social, occupational, financial, and other health-related needs. We suggest a multidisciplinary care model and training programs for the different professionals involved in care, and highlight challenges and the future role of the SEOM and health-care policy in ensuring optimum care of cancer survivors.
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Affiliation(s)
- Alejandro Gallego
- Department of Medical Oncology, Cancer Center Clínica Universidad de Navarra (CCUN), Madrid and Pamplona, Calle del Marquesado de Santa Marta, 1, 28027, Madrid, Spain.
| | - Carmen Beato
- Departament of Oncology, University Hospital of Jerez de La Frontera, Cádiz, Spain
| | - Elena Brozos
- Department of Oncology, University Hospital of A Coruña, A Coruña, Spain
| | - Susana De La Cruz
- Department of Oncology, University Hospital of Navarra, Instituto de Investigación Sanitaria de Navarra, IdISNA, Pamplona, Spain
| | - Ruth Vera García
- Department of Oncology, University Hospital of Navarra, Instituto de Investigación Sanitaria de Navarra, IdISNA, Pamplona, Spain
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Bhatt NS, Brazauskas R, Torres AP, Phelan R, Shaw BE. Relationship between work performance and quality of life in long-term survivors of pediatric and adolescent hematopoietic cell transplant. J Cancer Surviv 2024; 18:772-780. [PMID: 36585573 PMCID: PMC9803401 DOI: 10.1007/s11764-022-01308-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/27/2022] [Indexed: 12/31/2022]
Abstract
PURPOSE To assess work status, missed time at work (absenteeism), work performance (presenteeism), and their relationship with quality of life (QOL) among long-term survivors of childhood hematopoietic cell transplant (HCT). METHODS A single-center cross-sectional survey study of adult survivors of childhood allogeneic HCT (performed between 1985 and 2010). Work and QOL data were captured using the World Health Organization Health and Work Performance Questionnaire and the National Institutes of Health Patient Reported Outcomes Measurement Information System (PROMIS), respectively. Higher absenteeism and presenteeism scores meant higher missed time at work and productivity, respectively. PROMIS domains were scored on a T-score metric with a mean score of reference population at 50 and standard deviation of 10. Univariate linear regression was performed to study factors associated with increase in PROMIS scores. RESULTS Forty-four survivors completed the survey. Median ages at HCT and survey were 11 years (interquartile range [IQR] 7-13) and 30 years (IQR 26-34), respectively. Seventy-three percent were working, 23% were unemployed, and 4% were students. Employed survivors reported less pain and sleep disturbance. Higher absolute presenteeism was associated with less pain interference and more satisfaction with social roles and activities and physical function. Higher relative presenteeism was associated with less cognitive concerns. CONCLUSIONS AND IMPLICATIONS FOR CANCER SURVIVORS We found significant associations between survivors' work status, performance, and QOL. Our findings provide an important insight on the implications of work outcomes on HCT survivors' physical, mental, and social health and emphasize the importance of longitudinal assessment of work status, performance, and QOL.
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Affiliation(s)
- Neel S Bhatt
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Ruta Brazauskas
- Division of Biostatistics, Institute of Health and Equity, Medical College of Wisconsin, Milwaukee, WI, USA
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Akasha Palou Torres
- Division of Pediatric Hematology/Oncology/ BMT, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Rachel Phelan
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
- Division of Pediatric Hematology/Oncology/ BMT, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Bronwen E Shaw
- CIBMTR® (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
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Presto P, Sehar U, Kopel J, Reddy PH. Mechanisms of pain in aging and age-related conditions: Focus on caregivers. Ageing Res Rev 2024; 95:102249. [PMID: 38417712 DOI: 10.1016/j.arr.2024.102249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 02/13/2024] [Accepted: 02/22/2024] [Indexed: 03/01/2024]
Abstract
Pain is a complex, subjective experience that can significantly impact quality of life, particularly in aging individuals, by adversely affecting physical and emotional well-being. Whereas acute pain usually serves a protective function, chronic pain is a persistent pathological condition that contributes to functional deficits, cognitive decline, and emotional disturbances in the elderly. Despite substantial progress that has been made in characterizing age-related changes in pain, complete mechanistic details of pain processing mechanisms in the aging patient remain unknown. Pain is particularly under-recognized and under-managed in the elderly, especially among patients with Alzheimer's disease (AD), Alzheimer's disease-related dementias (ADRD), and other age-related conditions. Furthermore, difficulties in assessing pain in patients with AD/ADRD and other age-related conditions may contribute to the familial caregiver burden. The purpose of this article is to discuss the mechanisms and risk factors for chronic pain development and persistence, with a particular focus on age-related changes. Our article also highlights the importance of caregivers working with aging chronic pain patients, and emphasizes the urgent need for increased legislative awareness and improved pain management in these populations to substantially alleviate caregiver burden.
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Affiliation(s)
- Peyton Presto
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, Lubbock, TX, USA
| | - Ujala Sehar
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Jonathan Kopel
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - P Hemachandra Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Nutritional Sciences Department, College of Human Sciences, Texas Tech University, Lubbock, TX 79409, USA; Department of Speech, Language and Hearing Sciences, School Health Professions, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Public Health, School of Population and Public Health, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Neurology, Departments of School of Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA; Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
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Crespi CM, Ganz PA, Partridge AH, Wolff A, Joffe H, Irwin MR, Thure K, Petersen L, Shih YCT, Bower JE. Work Productivity Among Younger Breast Cancer Survivors: The Impact of Behavioral Interventions for Depression. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:322-329. [PMID: 38135214 DOI: 10.1016/j.jval.2023.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 11/14/2023] [Accepted: 12/06/2023] [Indexed: 12/24/2023]
Abstract
OBJECTIVES The Pathways to Wellness randomized controlled trial found that 2 behavioral interventions, mindfulness awareness practices and survivorship education, reduced depressive symptoms in younger breast cancer survivors (BCSs) compared with wait-list control. This secondary analysis examines whether the interventions led to reduced loss of work productivity among younger BCSs and whether such reductions were mediated by reductions in depressive symptoms. METHODS The Work Productivity and Activity Impairment scale was used to measure work productivity loss at 4 assessment time points. Correlates of productivity loss at enrollment were examined using multivariable linear regression. Differences in change over time in productivity loss between each intervention group and control were assessed using linear mixed models. Reduced depressive symptoms were tested as a mediator of reduced productivity loss. RESULTS Of 247 trial participants, 199 were employed and included in the analyses. At enrollment, higher productivity loss was associated with chemotherapy receipt (P = .003), younger age (P = .021), more severe cognitive problems (P = .002), higher musculoskeletal pain severity (P = .002), more depressive symptoms (P = .016), and higher fatigue severity (P = .033). The mindfulness intervention led to significantly less productivity loss compared with control at all 3 postintervention assessment points (all P < .05), with about 54% of the effect mediated by reduction in depressive symptoms. Survivorship education was not associated with reduced loss of productivity. CONCLUSIONS These findings suggest that addressing depressive symptoms through behavioral interventions, such as mindfulness, may mitigate impacts on work productivity in younger BCSs.
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Affiliation(s)
- Catherine M Crespi
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA; Department of Biostatistics, UCLA Fielding School of Public Health, Los Angeles, CA, USA.
| | - Patricia A Ganz
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA; Department of Medicine (Hematology-Oncology), David Geffen School of Medicine at UCLA, Los Angeles, CA, USA; Department of Health Policy & Management, UCLA Fielding School of Public Health, Los Angeles, CA, USA
| | - Ann H Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Antonio Wolff
- The Johns Hopkins University School of Medicine and Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA
| | - Hadine Joffe
- Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Psychiatry, Brigham and Women's Hospital, Boston, MA, USA; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Michael R Irwin
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA; Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA; Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | - Katie Thure
- David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Laura Petersen
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA
| | - Ya-Chen Tina Shih
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA; Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Julienne E Bower
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA; Department of Psychiatry and Biobehavioral Sciences, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA; Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA; Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
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O'Regan A, Fish LJ, Makarushka C, Somers T, Fitzgerald Jones K, Merlin JS, Dinan M, Oeffinger K, Check D. Managing Chronic Pain in Cancer Survivorship: Communication Challenges and Opportunities as Described by Cancer Survivors. Am J Hosp Palliat Care 2024; 41:78-86. [PMID: 36927121 DOI: 10.1177/10499091231164634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
OBJECTIVES Many cancer survivors experience chronic pain after completing curative-intent treatment. Based on available data, chronic pain may be undertreated in this context; however, little is known about cancer survivors' experiences with clinical management of chronic pain. The purpose of this study was to better understand cancer survivors' pain management experiences after curative-intent treatment. METHODS We conducted 13 semi-structured interviews with a convenience sample of cancer survivors who had completed treatment for stage I-III breast, head/neck, lung or colorectal cancer. We used a thematic approach to qualitative data analysis. RESULTS Participants described that chronic pain often goes unrecognized by their providers, potentially due to limitations in how pain is assessed clinically and the tendency of both cancer survivors and providers to minimize or invalidate the pain experience. To improve communication, participants suggested that providers ask more open-ended questions about their pain, help them to establish functional goals, and provide patients with options for pain management. SIGNIFICANCE OF RESULTS This study demonstrates the importance of provider-initiated communication around pain management for cancer survivors to make them feel more supported in their care. Communication and shared decision-making interventions may improve cancer survivor-provider communication around chronic pain management, addressing an important gap in survivorship care.
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Affiliation(s)
- Amy O'Regan
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Laura J Fish
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA
- Department of Family Medicine and Community Health, Duke School of Medicine Durham, NC, USA
| | - Christina Makarushka
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA
- Duke Global Health Institute, Durham, NC, USA
| | - Tamara Somers
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA
| | - Katie Fitzgerald Jones
- Veterans Affairs Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Harvard University, Cambridge, MA, USA
| | - Jessica S Merlin
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michaela Dinan
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, New Haven, CT, USA
| | - Kevin Oeffinger
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA
- Department of Medicine, Duke University School of Medicine, Durham, NC, USA
| | - Devon Check
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA
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Fisher HM, Check DK, Somers TJ, Kelleher SA, Majestic C, Yu JA, Reed SD, Li Y, Olsen MK, Lerebours R, Keefe FJ, Steinhauser KE, Breitbart WS, Winger JG. Meaning-centered pain coping skills training for patients with metastatic cancer: Protocol for a randomized controlled efficacy trial. Contemp Clin Trials 2023; 135:107363. [PMID: 37884120 PMCID: PMC10842087 DOI: 10.1016/j.cct.2023.107363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 10/05/2023] [Accepted: 10/23/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND Many patients with advanced cancer describe pain as a debilitating symptom that greatly interferes with daily activities and enjoyment of life. Psychosocial interventions can improve cancer-related pain but rarely address spiritual concerns (e.g., loss of meaning, peace), which can influence the pain experience for those facing life-threatening illness. To address these needs, we systematically developed and pilot tested a novel psychosocial intervention called Meaning-Centered Pain Coping Skills Training (MCPC). In this randomized controlled trial, we aim to determine MCPC's efficacy for reducing pain interference (primary outcome) and improving secondary outcomes. We will also estimate MCPC's cost-effectiveness. METHOD/DESIGN Patients (target N = 210) with advanced solid tumor malignancies (Stage IV) and clinically-elevated pain interference will be enrolled and block randomized with equal allocation to MCPC + enhanced usual care or enhanced usual care alone. MCPC's four, videoconferenced, 45-60 min weekly sessions will be individually delivered by trained study therapists. Primary (pain interference) and secondary (pain severity, anxiety and depressive symptoms, pain self-efficacy, social support, spiritual well-being) patient-reported outcomes will be assessed at baseline, and 8-weeks (primary endpoint) and 12-weeks after baseline. CONCLUSION Our MCPC intervention is the first to systematically address the biopsychosocial-spiritual aspects of pain in patients with advanced cancer. If MCPC demonstrates efficacy, next steps will involve hybrid efficacy-effectiveness and implementation work to broaden access to this brief, manualized, remotely-delivered intervention, with the goal of reducing suffering in patients with life-threatening illness.
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Affiliation(s)
- Hannah M Fisher
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA
| | - Devon K Check
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA; Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA
| | - Tamara J Somers
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA
| | - Sarah A Kelleher
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA
| | - Catherine Majestic
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA
| | - Justin A Yu
- Division of Pediatric Palliative and Supportive Care, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Shelby D Reed
- Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA; Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, United States of America
| | - Yanhong Li
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC, United States of America
| | - Maren K Olsen
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, USA; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, NC, USA
| | - Reginald Lerebours
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Francis J Keefe
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA
| | - Karen E Steinhauser
- Duke Cancer Institute, Duke University Health System, Durham, NC, USA; Department of Population Health Sciences, Duke University Medical Center, Durham, NC, USA; Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health Care System, Durham, NC, USA; Center for the Study of Human Aging and Development, Duke University, Durham, NC, USA; Department of Medicine, Duke University Medical Center, Durham, NC, 27705, USA
| | - William S Breitbart
- Department of Psychiatry and Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph G Winger
- Pain Prevention and Treatment Research Program, Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; Duke Cancer Institute, Duke University Health System, Durham, NC, USA.
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10
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Van Dijck S, De Groef A, Kothari J, Dams L, Haenen V, Roussel N, Meeus M. Barriers and facilitators to physical activity in cancer survivors with pain: a systematic review. Support Care Cancer 2023; 31:668. [PMID: 37922014 DOI: 10.1007/s00520-023-08141-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/23/2023] [Indexed: 11/05/2023]
Abstract
PURPOSE Pain post-treatment is a debilitating symptom in the growing population of cancer survivors. While physical activity is an integral part of pain management, low levels of physical activity are often observed in this population. The aim of this systematic review is to gain insight into the barriers and facilitators to physical activity in cancer survivors afflicted with pain. METHODS In December 2021, a systematic search was conducted using PubMed and Web of Science. All studies exploring barriers and/or facilitators to physical activity in cancer survivors with pain were included. The methodological quality of the evidence was appraised with the Mixed Methods Appraisal Tool (version 2018). RESULTS Six articles were included. Current literature was limited and mostly focused on female breast cancer survivors. The identified barriers and facilitators could be categorized into six different domains: the logistical, symptoms, cognitive, clinical, social, and knowledge domain. The barrier of pain was reported as a barrier on its own that is closely linked to other barriers in this specific population. CONCLUSION Barriers and facilitators to physical activity were categorized in six different domains. The barrier of pain distinguishes itself and brings along additional obstacles such as anxiety, fear, and avoidance behavior. Current evidence is limited and focuses mostly on female breast cancer survivors. Further research in larger cohorts representing various subsets of cancer survivors with pain is warranted, as well as studies that implement these insights in physical activity interventions.
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Affiliation(s)
- Sophie Van Dijck
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium.
- Pain in Motion International Research Group, Brussels, Belgium.
| | - An De Groef
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
- Pain in Motion International Research Group, Brussels, Belgium
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, Louvain, Belgium
| | - Janan Kothari
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
| | - Lore Dams
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
- Pain in Motion International Research Group, Brussels, Belgium
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, Louvain, Belgium
| | - Vincent Haenen
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
- Pain in Motion International Research Group, Brussels, Belgium
- Department of Rehabilitation Sciences, KU Leuven, University of Leuven, Louvain, Belgium
| | - Nathalie Roussel
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
| | - Mira Meeus
- Department of Rehabilitation Sciences and Physiotherapy, MOVANT, University of Antwerp, Antwerp, Belgium
- Pain in Motion International Research Group, Brussels, Belgium
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11
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Li Y, Reed SD, Winger JG, Hyland KA, Fisher HM, Kelleher SA, Miller SN, Davidian M, Laber EB, Keefe FJ, Somers TJ. Cost-Effectiveness Analysis Evaluating Delivery Strategies for Pain Coping Skills Training in Women With Breast Cancer. THE JOURNAL OF PAIN 2023; 24:1712-1720. [PMID: 37187219 PMCID: PMC10524546 DOI: 10.1016/j.jpain.2023.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 04/28/2023] [Accepted: 05/07/2023] [Indexed: 05/17/2023]
Abstract
Pain coping skills training (PCST) is efficacious in patients with cancer, but clinical access is limited. To inform implementation, as a secondary outcome, we estimated the cost-effectiveness of 8 dosing strategies of PCST evaluated in a sequential multiple assignment randomized trial among women with breast cancer and pain (N = 327). Women were randomized to initial doses and re-randomized to subsequent doses based on their initial response (ie, ≥30% pain reduction). A decision-analytic model was designed to incorporate costs and benefits associated with 8 different PCST dosing strategies. In the primary analysis, costs were limited to resources required to deliver PCST. Quality-adjusted life-years (QALYs) were modeled based on utility weights measured with the EuroQol-5 dimension 5-level at 4 assessments over 10 months. A probabilistic sensitivity analysis was performed to account for parameter uncertainty. Implementation of PCST initiated with the 5-session protocol was more costly ($693-853) than strategies initiated with the 1-session protocol ($288-496). QALYs for strategies beginning with the 5-session protocol were greater than for strategies beginning with the 1-session protocol. With the goal of implementing PCST as part of comprehensive cancer treatment and with willingness-to-pay thresholds ranging beyond $20,000 per QALY, the strategy most likely to provide the greatest number of QALYs at an acceptable cost was a 1-session PCST protocol followed by either 5 maintenance telephone calls for responders or 5 sessions of PCST for nonresponders. A PCST program with 1 initial session and subsequent dosing based on response provides good value and improved outcomes. PERSPECTIVE: This article presents the results of a cost analysis of the delivery of PCST, a nonpharmacological intervention, to women with breast cancer and pain. Results could potentially provide important cost-related information to health care providers and systems on the use of an efficacious and accessible nonmedication strategy for pain management. TRIALS REGISTRATION: ClinicalTrials.gov: NCT02791646, registered 6/2/2016.
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Affiliation(s)
- Yanhong Li
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
| | - Shelby D. Reed
- Duke Clinical Research Institute, Duke University School of Medicine, Durham, NC
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC
| | - Joseph G. Winger
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Kelly A. Hyland
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Hannah M. Fisher
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Sarah A. Kelleher
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Shannon N. Miller
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Marie Davidian
- Department of Statistics, North Carolina State University, Raleigh, NC
| | - Eric B. Laber
- Department of Statistical Sciences, Duke University, Durham, NC
| | - Francis J. Keefe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
| | - Tamara J. Somers
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC
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12
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Ghazal LV, Abrahamse P, Ward KC, Morris AM, Hawley ST, Veenstra CM. Financial Toxicity and Its Association With Health-Related Quality of Life Among Partners of Colorectal Cancer Survivors. JAMA Netw Open 2023; 6:e235897. [PMID: 37022684 PMCID: PMC10080378 DOI: 10.1001/jamanetworkopen.2023.5897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 01/31/2023] [Indexed: 04/07/2023] Open
Abstract
Importance Partners of colorectal cancer (CRC) survivors play a critical role in diagnosis, treatment, and survivorship. While financial toxicity (FT) is well documented among patients with CRC, little is known about long-term FT and its association with health-related quality of life (HRQoL) among their partners. Objective To understand long-term FT and its association with HRQoL among partners of CRC survivors. Design, Setting, and Participants This survey study incorporating a mixed-methods design consisted of a mailed dyadic survey with closed- and open-ended responses. In 2019 and 2020, we surveyed survivors who were 1 to 5 years from a stage III CRC diagnosis and included a separate survey for their partners. Patients were recruited from a rural community oncology practice in Montana, an academic cancer center in Michigan, and the Georgia Cancer Registry. Data analysis was performed from February 2022 to January 2023. Exposures Three components of FT, including financial burden, debt, and financial worry. Main Outcomes and Measures Financial burden was assessed with the Personal Financial Burden scale, whereas debt and financial worry were each assessed with a single survey item. We measured HRQoL using the PROMIS-29+2 Profile, version 2.1. We used multivariable regression analysis to assess associations of FT with individual domains of HRQoL. We used thematic analysis to explore partner perspectives on FT, and we merged quantitative and qualitative findings to explain the association between FT and HRQoL. Results Of the 986 patients eligible for this study, 501 (50.8%) returned surveys. A total of 428 patients (85.4%) reported having a partner, and 311 partners (72.6%) returned surveys. Four partner surveys were returned without a corresponding patient survey, resulting in a total of 307 patient-partner dyads for this analysis. Among the 307 partners, 166 (56.1%) were aged younger than 65 years (mean [SD] age, 63.7 [11.1] years), 189 (62.6%) were women, and 263 (85.7%) were White. Most partners (209 [68.1%]) reported adverse financial outcomes. High financial burden was associated with worse HRQoL in the pain interference domain (mean [SE] score, -0.08 [0.04]; P = .03). Debt was associated with worse HRQoL in the sleep disturbance domain (-0.32 [0.15]; P = .03). High financial worry was associated with worse HRQoL in the social functioning (mean [SE] score, -0.37 [0.13]; P = .005), fatigue (-0.33 [0.15]; P = .03), and pain interference (-0.33 [0.14]; P = .02) domains. Qualitative findings revealed that in addition to systems-level factors, individual-level behavioral factors were associated with partner financial outcomes and HRQoL. Conclusions and Relevance This survey study found that partners of CRC survivors experienced long-term FT that was associated with worse HRQoL. Multilevel interventions for both patients and partners are needed to address factors at individual and systemic levels and incorporate behavioral approaches.
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Affiliation(s)
- Lauren V. Ghazal
- Department of Systems, Populations, and Leadership, School of Nursing, University of Michigan, Ann Arbor
| | - Paul Abrahamse
- Department of Biostatistics, University of Michigan, Ann Arbor
| | - Kevin C. Ward
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Arden M. Morris
- Department of Surgery, Stanford University, Stanford, California
| | - Sarah T. Hawley
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Christine M. Veenstra
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor
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13
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Check DK, Jones KF, Fish LJ, Dinan MA, Dunbar TK, Farley S, Ma J, Merlin JS, O'Regan A, Oeffinger KC. Clinician Perspectives on Managing Chronic Pain After Curative-Intent Cancer Treatment. JCO Oncol Pract 2023; 19:e484-e491. [PMID: 36595729 PMCID: PMC10530392 DOI: 10.1200/op.22.00410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/19/2022] [Accepted: 11/04/2022] [Indexed: 01/04/2023] Open
Abstract
PURPOSE Among cancer survivors who have completed curative-intent treatment, the high prevalence and adverse consequences of chronic pain are well documented. Yet, research on clinicians' experiences with and perspectives on managing chronic pain among cancer survivors is critically lacking. METHODS We conducted semistructured interviews with 17 clinicians (six oncology, three palliative care, and eight primary care) affiliated with an academic medical center. Interview questions addressed clinicians' experiences with and perspectives on managing chronic pain (with or without opioid therapy) during the transition from active treatment to survivorship. A multidisciplinary team conducted content analysis of interview transcripts to identify and refine themes related to current practices and challenges in managing chronic pain in this context. RESULTS Overall, clinicians perceived chronic pain to be relatively uncommon among cancer survivors. Identified challenges included a lack of clarity about which clinician (or clinicians) are best positioned to manage chronic pain among cancer survivors, and (relatedly) complexities introduced by long-term opioid management, with many clinicians describing this practice as outside their skill set. Additionally, although most clinicians recognized chronic pain as a biopsychosocial phenomenon, they described challenges with effectively managing psychosocial stressors, including difficulty accessing mental or behavioral health services for cancer survivors. CONCLUSION Discovered challenges highlight unmet needs related to cancer survivor-clinician communication about chronic pain and the absence of a chronic pain management home for cancer survivors, including those requiring long-term opioid therapy. Research evaluating routine pain monitoring and accessible, tailored models of multimodal pain care in survivorship may help to address these challenges.
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Affiliation(s)
- Devon K. Check
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC
- Duke Cancer Institute, Durham, NC
| | - Katie F. Jones
- Boston College, William F. Connell School of Nursing, Chestnut Hill, MA
| | - Laura J. Fish
- Duke Cancer Institute, Durham, NC
- Department of Family Medicine and Community Health, Duke University School of Medicine, Durham, NC
| | - Michaela A. Dinan
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT
- Yale Cancer Outcomes, Public Policy, and Effectiveness Research Center, New Haven, CT
| | - T. Kayla Dunbar
- Doctor of Osteopathic Medicine Program, Philadelphia College of Osteopathic Medicine, Philadelphia, PA
| | | | - Jessica Ma
- Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Jessica S. Merlin
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Amy O'Regan
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC
| | - Kevin C. Oeffinger
- Duke Cancer Institute, Durham, NC
- Department of Medicine, Duke University School of Medicine, Durham, NC
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14
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Taylor KJ, Amdal CD, Bjordal K, Astrup GL, Herlofson BB, Duprez F, Gama RR, Jacinto A, Hammerlid E, Scricciolo M, Jansen F, Verdonck-de Leeuw IM, Fanetti G, Guntinas-Lichius O, Inhestern J, Dragan T, Fabian A, Boehm A, Wöhner U, Kiyota N, Krüger M, Bonomo P, Pinto M, Nuyts S, Silva JC, Stromberger C, Tramacere F, Bushnak A, Perotti P, Plath M, Paderno A, Stempler N, Kouri M, Singer S. Serious Long-Term Effects of Head and Neck Cancer from the Survivors' Point of View. Healthcare (Basel) 2023; 11:healthcare11060906. [PMID: 36981562 PMCID: PMC10048748 DOI: 10.3390/healthcare11060906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 03/03/2023] [Accepted: 03/07/2023] [Indexed: 03/30/2023] Open
Abstract
The long-term problems of head and neck cancer survivors (HNCS) are not well known. In a cross-sectional international study aimed at exploring the long-term quality of life in this population, 1114 HNCS were asked to state their two most serious long-term effects. A clinician recorded the responses during face-to-face appointments. A list of 15 example problems was provided, but a free text field was also available. A total of 1033 survivors responded to the question. The most frequent problems were 'dry mouth' (DM) (n = 476; 46%), 'difficulty swallowing/eating' (DSE) (n = 408; 40%), 'hoarseness/difficulty speaking' (HDS) (n = 169; 16%), and 'pain in the head and neck' (PHN) (n = 142; 14%). A total of 5% reported no problems. Logistic regression adjusted for age, gender, treatment, and tumor stage and site showed increased odds of reporting DM and DSE for chemo-radiotherapy (CRT) alone compared to surgery alone (odds ratio (OR): 4.7, 95% confidence interval (CI): 2.5-9.0; OR: 2.1, CI: 1.1-3.9), but decreased odds for HDS and PHN (OR: 0.3, CI: 0.1-0.6; OR: 0.2, CI: 0.1-0.5). Survivors with UICC stage IV at diagnosis compared to stage I had increased odds of reporting HDS (OR: 1.9, CI: 1.2-3.0). Laryngeal cancer survivors had reduced odds compared to oropharynx cancer survivors of reporting DM (OR: 0.4, CI: 0.3-0.6) but increased odds of HDS (OR: 7.2, CI: 4.3-12.3). This study provides evidence of the serious long-term problems among HNCS.
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Affiliation(s)
- Katherine J Taylor
- Institute of Medical Biostatistics, Epidemiology, and Informatics, University Medical Centre Mainz, 55131 Mainz, Germany
| | - Cecilie D Amdal
- Department of Oncology, Oslo University Hospital, 0372 Oslo, Norway
- Research Support Service, Oslo University Hospital 0372 Oslo, Norway
| | - Kristin Bjordal
- Research Support Service, Oslo University Hospital 0372 Oslo, Norway
- Faculty of Medicine, University of Oslo, 0372 Oslo, Norway
| | - Guro L Astrup
- Department of Oncology, Oslo University Hospital, 0372 Oslo, Norway
| | - Bente B Herlofson
- Faculty of Dentistry, University of Oslo, 0455 Oslo, Norway
- Department of Otorhinolaryngology, Oslo University Hospital, 0372 Oslo, Norway
| | - Fréderic Duprez
- Department of Radiotherapy-Oncology, Faculty of Medicine and Health Sciences-Human Structure and Repair, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Ricardo R Gama
- Department of Head and Neck Surgery, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil
| | - Alexandre Jacinto
- Department of Radiation Oncology, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil
| | - Eva Hammerlid
- Department of Otorhinolaryngology-Head and Neck Surgery, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden
| | - Melissa Scricciolo
- Department of Radiation Oncology, Ospedale dell'Angelo, 30174 Venice, Italy
| | - Femke Jansen
- Department Otolaryngology-Head and Neck Surgery, Amsterdam UMC Location Vrije Universiteit, De Boelelaan 1117, 1081 HZ Amsterdam, The Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, 1081 HV Amsterdam, The Netherlands
| | - Irma M Verdonck-de Leeuw
- Department Otolaryngology-Head and Neck Surgery, Amsterdam UMC Location Vrije Universiteit, De Boelelaan 1117, 1081 HZ Amsterdam, The Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, 1081 HV Amsterdam, The Netherlands
- Department Clinical, Neuro and Developmental Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 7-9, 1081 HV Amsterdam, The Netherlands
| | - Giuseppe Fanetti
- Division of Radiation Oncology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, 33081 Aviano, Italy
| | | | - Johanna Inhestern
- Department of Otorhinolaryngology, Jena University Hospital, 07747 Jena, Germany
- Department of Otorhinolaryngology, Oberhavelkliniken Hennigsdorf, 16761 Hennigsdorf, Germany
| | - Tatiana Dragan
- Head and Neck Unit, Department of Radiation Oncology, Institut Jules Bordet, Université Libre de Bruxelles, 1070 Brussels, Belgium
| | - Alexander Fabian
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, 24105 Kiel, Germany
| | - Andreas Boehm
- Department of Otorhinolaryngology, St. Georg Hospital, 04129 Leipzig, Germany
| | - Ulrike Wöhner
- Department of Otorhinolaryngology, St. Georg Hospital, 04129 Leipzig, Germany
| | - Naomi Kiyota
- Cancer Center, Kobe University Hospital, Kobe 650-0017, Japan
| | - Maximilian Krüger
- Department of Oral and Maxillofacial Surgery-Plastic Surgery, University Medical Centre Mainz, 55131 Mainz, Germany
| | - Pierluigi Bonomo
- Radiation Oncology, Azienda Ospedaliero-Universitaria Careggi, 50134 Florence, Italy
| | - Monica Pinto
- Rehabilitation Medicine Unit, Strategic Health Services Department, Istituto Nazionale Tumori-IRCCS-Fondazione G. Pascale, 80131 Naples, Italy
| | - Sandra Nuyts
- Laboratory of Experimental Radiotherapy, Department of Oncology, KU Leuven, 3000 Leuven, Belgium
- Department of Radiation Oncology, Leuven Cancer Institute, University Hospitals Leuven, 3000 Leuven, Belgium
| | - Joaquim C Silva
- Department of Otolaryngology, Head and Neck Surgery, Instituto Português de Oncologia Francisco Gentil do Porto, 4200-072 Porto, Portugal
| | - Carmen Stromberger
- Department of Radiation Oncology, Charité-Universitätsmedizin Berlin, 13353 Berlin, Germany
- Berlin Institute of Health, 10178 Berlin, Germany
| | - Francesco Tramacere
- Department of Radiation Oncology, Azienda Sanitaria Locale, 72100 Brindisi, Italy
| | - Ayman Bushnak
- Department of Otorhinolaryngology, University Hospital Gießen und Marburg, 35392 Giessen, Germany
| | - Pietro Perotti
- Department of Otorhinolaryngology-Head and Neck Surgery, "S. Chiara" Hospital, Azienda Provinciale per i Servizi Sanitari (APSS), 38122 Trento, Italy
| | - Michaela Plath
- Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Alberto Paderno
- Department of Otorhinolaryngology-Head and Neck Surgery, ASST Spedali Civili of Brescia, University of Brescia, 25123 Brescia, Italy
| | - Noa Stempler
- Oral Medicine Unit, Sheba Medical Center, Tel Hashomer, Ramat Gan 5262000, Israel
| | - Maria Kouri
- Dental Oncology Unit, Department of Oral Medicine and Pathology and Hospital Dentistry, Dental School, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Susanne Singer
- Institute of Medical Biostatistics, Epidemiology, and Informatics, University Medical Centre Mainz, 55131 Mainz, Germany
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15
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Liang MI, Harrison R, Aviki EM, Esselen KM, Nitecki R, Meyer L. Financial toxicity: A practical review for gynecologic oncology teams to understand and address patient-level financial burdens. Gynecol Oncol 2023; 170:317-327. [PMID: 36758422 DOI: 10.1016/j.ygyno.2023.01.035] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/19/2023] [Accepted: 01/29/2023] [Indexed: 02/10/2023]
Abstract
Financial toxicity describes the adverse impact patients experience from the monetary and time costs of cancer care. The financial burden patients experience comes from substantially increased out-of-pocket spending that often occurs concurrent with reduced income due to sick leave from work. Financial toxicity is common affecting approximately half of patients with a gynecological cancer depending on the validated instrument used for measurement. Financial toxicity is experienced by patients in three domains: economic hardship affecting patients' material conditions (i.e., medical debt), psychological response (i.e., distress), and health-related coping behaviors that patients adopt (i.e., foregoing care due to costs). Higher financial toxicity among cancer patients has been associated with decreased quality of life, impaired adherence to recommended care, and worse overall survival. In this review, we describe the current literature on financial toxicity, including how it can be assessed with validated tools, the downstream impact on patients, risk factors, and employment concerns of survivors. Whenever possible, we highlight data from research featuring patients with gynecologic cancer specifically. We also review studies with interventions aimed to mitigate financial toxicity and offer the reader real world examples of interventions currently being used. Lastly, we provide an overview of health policy developments relevant to financial toxicity and advocate for innovation in the development and implementation of strategies to decrease the financial toxicity patients experience following a diagnosis of gynecologic cancer.
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Affiliation(s)
- Margaret I Liang
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Ross Harrison
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Oregon Health and Science University, Portland, OR, USA
| | - Emeline M Aviki
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katharine M Esselen
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Roni Nitecki
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Larissa Meyer
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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16
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Parsons SK, Keegan THM, Kirchhoff AC, Parsons HM, Yabroff KR, Davies SJ. Cost of Cancer in Adolescents and Young Adults in the United States: Results of the 2021 Report by Deloitte Access Economics, Commissioned by Teen Cancer America. J Clin Oncol 2023:JCO2201985. [PMID: 36827624 DOI: 10.1200/jco.22.01985] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2023] Open
Abstract
PURPOSE The purpose of this report, commissioned by Teen Cancer America and performed by Deloitte Access Economics in 2021, was to estimate the total costs incurred by adolescent and young adults (AYAs) after cancer diagnosis in the United States (US) over their life course. METHODS The incidence of cancer in 2019 among AYAs age 15-39 years was estimated from the US Cancer Statistics Public Use Database, and relative survival was projected from the Surveillance, Epidemiology, and End Results Program. Cost domains included health system, productivity, and well-being costs. Components were estimated with published literature and pooled data from the Medical Expenditure Panel Survey from 2008 to 2012 and inflated to 2019 dollars. RESULTS The economic and human costs of cancer in AYAs are substantial-$23.5 billion overall, corresponding to $259,324 per person over the lifetime. The majority of costs are borne by AYA cancer survivors themselves in the form of lost productivity, loss of well-being, and loss of life. CONCLUSION These findings underscore the need to address the burden of cancer in AYAs through targeted programs for AYAs, such as financial navigation and health insurance literacy interventions, as well as local and national policy initiatives to address access to and enhanced coverage for clinical trials participation, fertility services, and survivorship care.
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Affiliation(s)
- Susan K Parsons
- Divisions of Hematology/Oncology and Clinical Care Research, Tufts Medical Center, Tufts University School of Medicine, Boston, MA.,Departments of Medicine and Pediatrics, Tufts University School of Medicine, Boston, MA
| | - Theresa H M Keegan
- Center for Oncology Hematology Outcomes Research and Training and Division of Hematology and Oncology, University of California Davis School of Medicine, Sacramento, CA
| | - Anne C Kirchhoff
- Huntsman Cancer Institute and University of Utah, School of Medicine, Salt Lake City, UT
| | - Helen M Parsons
- Division of Health Policy and Management, University of Minnesota, Minneapolis, MN
| | - K Robin Yabroff
- Scientific Vice President, Health Services Research, American Cancer Society, Inc
| | - Simon J Davies
- Executive Director, Teen Cancer America, Los Angeles, CA
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17
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Baker TA, Morales KH, Brooks AK, Clark J, Wakita A, Whitt-Glover MC, Yu YZ, Murray M, Hooker SP. A biopsychosocial approach assessing pain indicators among Black men. FRONTIERS IN PAIN RESEARCH 2023; 4:1060960. [PMID: 36860329 PMCID: PMC9968840 DOI: 10.3389/fpain.2023.1060960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 01/11/2023] [Indexed: 02/15/2023] Open
Abstract
Introduction The lack of empirical evidence documenting the pain experience of Black men may be the result of social messaging that men are to project strength and avoid any expression of emotion or vulnerability. This avoidant behavior however, often comes too late when illnesses/symptoms are more aggressive and/or diagnosed at a later stage. This highlights two key issues - the willingness to acknowledge pain and wanting to seek medical attention when experiencing pain. Methods To better understand the pain experience in diverse raced and gendered groups, this secondary data analysis aimed to determine the influence identified physical, psychosocial, and behavioral health indicators have in reporting pain among Black men. Data were taken from a baseline sample of 321 Black men, >40 years old, who participated in the randomized, controlled Active & Healthy Brotherhood (AHB) project. Statistical models were calculated to determine which indicators (somatization, depression, anxiety, demographics, medical illnesses) were associated with pain reports. Results Results showed that 22% of the men reported pain for more than 30 days, with more than half of the sample being married (54%), employed (53%), and earning an income above the federal poverty level (76%). Multivariate analyses showed that those reporting pain were more likely to be unemployed, earn less income, and reported more medical conditions and somatization tendencies (OR=3.28, 95% CI (1.33, 8.06) compared to those who did not report pain. Discussion Findings from this study indicate that efforts are needed to identify the unique pain experiences of Black men, while recognizing its impact on their identities as a man, a person of color, and someone living with pain. This allows for more comprehensive assessments, treatment plans, and prevention approaches that may have beneficial impacts throughout the life course.
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Affiliation(s)
- Tamara A. Baker
- Department of Psychiatry, University of North Carolina, School of Medicine, Chapel Hill, NC, United States,Correspondence: Tamara A. Baker
| | - Knashawn H. Morales
- Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, United States
| | - Amber K. Brooks
- Department of Anesthesiology, Wake Forest University School of Medicine, Winston salem, NC, United States
| | | | - Anna Wakita
- University of North Carolina, Gillings School of Global Public Health Chapel Hill, Chapel Hill, NC, United States
| | | | - Yelia Z. Yu
- Department of Psychiatry, University of North Carolina, School of Medicine, Chapel Hill, NC, United States
| | | | - Steven P. Hooker
- College of Health and Human Services, San Diego State University, San diego, CA, United States
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Noel CW, Hueniken K, Forner D, Liu G, Eng L, Hosni A, Hahn E, Irish JC, Gilbert R, Yao CMKL, Monteiro E, O’Sullivan B, Waldron J, Huang SH, Goldstein DP, de Almeida JR. Association of Household Income at Diagnosis With Financial Toxicity, Health Utility, and Survival in Patients With Head and Neck Cancer. JAMA Otolaryngol Head Neck Surg 2023; 149:63-70. [PMID: 36416855 PMCID: PMC9685545 DOI: 10.1001/jamaoto.2022.3755] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 10/02/2022] [Indexed: 11/24/2022]
Abstract
Importance While several studies have documented a link between socioeconomic status and survival in head and neck cancer, nearly all have used ecologic, community-based measures. Studies using more granular patient-level data are lacking. Objective To determine the association of baseline annual household income with financial toxicity, health utility, and survival. Design, Setting, and Participants This was a prospective cohort of adult patients with head and neck cancer treated at a tertiary cancer center in Toronto, Ontario, between September 17, 2015, and December 19, 2019. Data analysis was performed from April to December 2021. Exposures Annual household income at time of diagnosis. Main Outcome and Measures The primary outcome of interest was disease-free survival. Secondary outcomes included subjective financial toxicity, measured using the Financial Index of Toxicity (FIT) tool, and health utility, measured using the Health Utilities Index Mark 3. Cox proportional hazards models were used to estimate the association between household income and survival. Income was regressed onto log-transformed FIT scores using linear models. The association between income and health utility was explored using generalized linear models. Generalized estimating equations were used to account for patient-level clustering. Results There were 555 patients (mean [SD] age, 62.7 [10.7] years; 109 [20%] women and 446 [80%] men) included in this cohort. Two-year disease-free survival was worse for patients in the bottom income quartile (<$30 000: 67%; 95% CI, 58%-78%) compared with the top quartile (≥$90 000: 88%; 95% CI, 83%-93%). In risk-adjusted models, patients in the bottom income quartile had inferior disease-free survival (adjusted hazard ratio, 2.13; 95% CI, 1.22-3.71) and overall survival (adjusted hazard ratio, 2.01; 95% CI, 0.94-4.29), when compared with patients in the highest quartile. The average FIT score was 22.6 in the lowest income quartile vs 11.7 in the highest quartile. In adjusted analysis, low-income patients had 12-month FIT scores that were, on average, 134% higher (worse) (95% CI, 16%-253%) than high-income patients. Similarly, health utility scores were, on average, 0.104 points lower (95% CI, 0.026-0.182) for low-income patients in adjusted analysis. Conclusions and Relevance In this cohort study, patients with head and neck cancer with a household income less than CAD$30 000 experienced worse financial toxicity, health status, and disease-free survival. Significant disparities exist for Ontario's patients with head and neck cancer.
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Affiliation(s)
- Christopher W. Noel
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Katrina Hueniken
- Department of Biostatistics, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - David Forner
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Otolaryngology–Head and Neck Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Geoffrey Liu
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Lawson Eng
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Ali Hosni
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Ezra Hahn
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Jonathan C. Irish
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Ralph Gilbert
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Christopher M. K. L. Yao
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Eric Monteiro
- Department of Otolaryngology–Head and Neck Surgery, Sinai Health System, University of Toronto, Toronto, Ontario, Canada
| | - Brian O’Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - John Waldron
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Shao Hui Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - David P. Goldstein
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - John R. de Almeida
- Department of Otolaryngology–Head and Neck Surgery/Surgical Oncology, Princess Margaret Cancer Centre–University Health Network, University of Toronto, Toronto, Ontario, Canada
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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Hypnosis and relaxation interventions for chronic pain management in cancer survivors: a randomized controlled trial. Support Care Cancer 2023; 31:50. [DOI: 10.1007/s00520-022-07498-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 11/14/2022] [Indexed: 12/23/2022]
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Lakkad M, Martin B, Li C, Harrington S, Dayer L, Painter JT. Healthcare costs and utilization associated with pain among breast cancer survivors: a propensity score matched cohort study using SEER-Medicare data. J Cancer Surviv 2022:10.1007/s11764-022-01282-0. [DOI: 10.1007/s11764-022-01282-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 10/18/2022] [Indexed: 11/13/2022]
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Roomes D, Abraham L, Russell R, Beck C, Halsby K, Wood R, O'Brien M, Massey L, Burton K. Quantifying the Employer Burden of Persistent Musculoskeletal Pain at a Large Employer in the United Kingdom: A Non-interventional, Retrospective Study of Rolls-Royce Employee Data. J Occup Environ Med 2022; 64:e145-e154. [PMID: 34941604 PMCID: PMC8887851 DOI: 10.1097/jom.0000000000002468] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To quantify the burden of work-relevant persistent musculoskeletal (MSK) pain to a large UK employer. METHODS A retrospective, longitudinal, analytical cohort study using linked Rolls-Royce data systems. Cases were employees with a MSK-related referral to occupational health; controls were age-, sex-, and job role-matched employees without such a referral. Outcomes were compared during 12 months' follow-up. RESULTS Overall, 2382 matched case-control pairs were identified (mean age: 46 y; 82% male). Cases took 39,200 MSK-related sickness absence days in total (equating to £50 million in sickness absence costs). Cases took significantly more all-cause sickness absence days than controls (82,341 [£106 million] versus 19,628 [£26 million]; P < 0.0001). CONCLUSIONS Despite access to extensive occupational health services, the burden of work-relevant persistent MSK pain remains high in Rolls-Royce. There is a clear need to better understand how to effectively reduce this burden.
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Affiliation(s)
- David Roomes
- Rolls-Royce plc, Derby, UK (Dr Roomes); Pfizer Ltd, Tadworth, UK (Ms Abraham, Dr Russell, Dr Beck, Dr Halsby); Adelphi Real World, Bollington, UK (Mr Wood, Ms O'Brien, Ms Massey); University of Huddersfield, Huddersfield, UK (Dr Burton)
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22
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Blinder VS. Pain, Financial Hardship, and Employment in Cancer Survivors. J Clin Oncol 2022; 40:1-4. [PMID: 34793249 PMCID: PMC8683210 DOI: 10.1200/jco.21.01812] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 09/14/2021] [Accepted: 10/22/2021] [Indexed: 01/03/2023] Open
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