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Dawood ZS, Hamad A, Moazzam Z, Alaimo L, Lima HA, Shaikh C, Munir MM, Endo Y, Pawlik TM. Colonoscopy, imaging, and carcinoembryonic antigen: Comparison of guideline adherence to surveillance strategies in patients who underwent resection of colorectal cancer - A systematic review and meta-analysis. Surg Oncol 2023; 47:101910. [PMID: 36806402 DOI: 10.1016/j.suronc.2023.101910] [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: 11/01/2022] [Revised: 01/22/2023] [Accepted: 02/04/2023] [Indexed: 02/16/2023]
Abstract
INTRODUCTION Almost one-third of patients with colorectal cancer (CRC) experience recurrence after resection. Adherence to surveillance guidelines largely dictates efficacy in early detection of recurrence. We sought to assess and compare adherence to postoperative surveillance guidelines for colonoscopy, imaging, and Carcinoembryonic Antigen (CEA). METHODS PubMed, Medline, Embase, Scopus, Cochrane, Web of Science, and CINAHL were systematically searched. Random-effects meta-analysis was performed and pooled adherence to each surveillance strategy was assessed for CEA, imaging, and colonoscopy. RESULTS Overall 14 studies (55,895 patients) met the inclusion criteria. Adherence to colonoscopy guidelines was the highest (70%, 95%CI 67-73), followed by imaging (63%, 95%CI 47-80), and CEA (54%; 95%CI 42-66). Among 7 (50%) studies that examined adherence to the American Society of Clinical Oncology guidelines, compliance with colonoscopy was the highest (73%; 95% CI 70-76), followed by imaging (58%; 95% CI 37-78), and CEA (45%; 95%CI 37-52). Of note, guideline adherence to CEA testing was much lower than colonoscopy among patients with colon (OR 0.21; 95%CI 0.20-0.22) and rectal cancer (OR 0.25; 95%CI 0.23-0.28) (both p < 0.05). This was also noted when compared with imaging recommendations among older patients (OR = 0.62; 95%CI 0.42-0.93) and patients with stage II, (OR = 0.80; 95%CI 0.76-0.84) and stage III disease (OR = 0.88; 95%CI 0.82-0.94) (all p < 0.05). CONCLUSION While guideline adherence to postoperative surveillance with colonoscopy was high, adherence to CEA testing and imaging surveillance strategies was markedly lower following CRC resection. Future studies should investigate avenues to improve compliance with surveillance guidelines among health care providers and patients to optimize postoperative follow-up for CRC.
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Affiliation(s)
- Zaiba Shafik Dawood
- Medical College, The Aga Khan University Hospital, Stadium Road, Karachi, 74800, Pakistan
| | - Ahmad Hamad
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Zorays Moazzam
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Laura Alaimo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Henrique A Lima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Chanza Shaikh
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Muhammad Musaab Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH, USA.
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Bhimani N, Wong GYM, Molloy C, Pavlakis N, Diakos CI, Clarke SJ, Dieng M, Hugh TJ. Cost of treating metastatic colorectal cancer: a systematic review. Public Health 2022; 211:97-104. [PMID: 36063775 DOI: 10.1016/j.puhe.2022.06.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 05/26/2022] [Accepted: 06/19/2022] [Indexed: 10/14/2022]
Abstract
OBJECTIVE The cost of treating metastatic colorectal cancer places a significant economic burden on individuals, populations, and health care. However, there is a paucity of information on the costs of the contemporary management of metastatic colorectal cancer. This systematic review aims to review the literature to estimate the direct cost of treating metastatic colorectal cancer. STUDY DESIGN Systematic review. METHODS MEDLINE, Embase, Web of Science, Evidence-Based Medicine Reviews: National Health Service Economic Evaluation Database Guide, EconLit, and grey literature from the 1st of January 2000 to the 1st of February 2020 were all searched for studies reporting the direct costs of treating metastatic colorectal cancer. The methodological quality of the included studies was assessed using the Evers' Consensus on Health Economic Criteria checklist. RESULTS In total, 39,489 records were retrieved, and 29 studies were included. Costs of treating metastatic colorectal cancer varied because of the heterogeneity of treatment. Studies reported average costs ranged from $12,346 to $293,461. Studies that included the cost of systemic therapy reported an estimated cost of almost $300,000. CONCLUSION The existing evidence indicates that the cost of treating metastatic colorectal cancer places a significant economic burden on healthcare systems despite differences in methodology and treatment heterogeneity. Future research needs to define the cost components of treating metastatic colorectal cancer to improve comparability and examine the relationship between spending, overall survival, and quality of life. Identifying these costs and their impact on health care budgets can help policymakers plan health system expenditure.
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Affiliation(s)
- N Bhimani
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St Leonards, NSW, Australia.
| | - G Y M Wong
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - C Molloy
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - N Pavlakis
- Northern Clinical School, University of Sydney, Sydney, NSW, Australia; Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - C I Diakos
- Northern Clinical School, University of Sydney, Sydney, NSW, Australia; Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - S J Clarke
- Northern Clinical School, University of Sydney, Sydney, NSW, Australia; Northern Sydney Cancer Centre, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - M Dieng
- Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
| | - T J Hugh
- Upper Gastrointestinal Surgical Unit, Royal North Shore Hospital, St Leonards, NSW, Australia; Northern Clinical School, University of Sydney, Sydney, NSW, Australia
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3
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Garg R, Cheng V, Ellis U, Verma V, McTaggart-Cowan H, Peacock S, Loree JM, Sadatsafavi M, De Vera MA. Direct medical costs of young-onset colorectal cancer: a worldwide systematic review. BMC Health Serv Res 2022; 22:1100. [PMID: 36042470 PMCID: PMC9426038 DOI: 10.1186/s12913-022-08481-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 08/16/2022] [Indexed: 12/02/2022] Open
Abstract
Background Given the rising incidence of young-onset colorectal cancer (yCRC) among individuals younger than 50 years old, understanding the economic burden of yCRC is required to inform the delivery of healthcare services. Therefore, we conducted a systematic review of studies assessing the direct medical costs of yCRC, and where relevant average-age onset CRC (aCRC). Methods We searched MEDLINE, EMBASE, and Web of Science from inception to May 2022 for original, peer-reviewed studies, that reported direct medical costs (e.g., chemotherapy, radiotherapy, outpatient visits, inpatient care, prescription medications) for yCRC and aCRC. We used a modified version of the Consolidated Health Economic Evaluation Reporting Standards checklist to appraise the studies. Costs were inflation-adjusted to 2020 US dollars. Results We included 14 studies from 10 countries, including the USA, England, France, Korea, Vietnam, China, Italy, Australia, Canada and Japan. Five studies focused on prevalent disease and reported annualized per-capita cost of prevalent yCRC, ranging from $2,263 to $16,801 and $1,412 to $14,997 among yCRC and aCRC cases, respectively. Nine studies estimated the cost of incident disease. Synthesis of per-capita costs incurred 12 months following colorectal cancer diagnosis ranged from $23,368 to $89,945 for yCRC and $19,929 to $67,195 for aCRC. Five studies used multivariable approaches to compare costs associated with yCRC and aCRC, four showed no differences and one suggested greater costs with yCRC. Conclusion Our synthesis of direct medical costs of yCRC across multiple jurisdictions provide relevant information for healthcare decisions, including on-going considerations for expanding CRC screening strategies to younger adults. Supplementary Information The online version contains supplementary material available at 10.1186/s12913-022-08481-6.
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Affiliation(s)
- Ria Garg
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada
| | - Vicki Cheng
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada
| | - Ursula Ellis
- University of British Columbia Library, Vancouver, BC, Canada
| | - Vanay Verma
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada
| | - Helen McTaggart-Cowan
- BC Cancer, Vancouver, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Stuart Peacock
- BC Cancer, Vancouver, BC, Canada.,Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Jonathan M Loree
- BC Cancer, Vancouver, BC, Canada.,Faculty of Medicine, Department of Medicine, Division of Medical Oncology, University of British Columbia, Vancouver, BC, Canada
| | - Mohsen Sadatsafavi
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada.,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada
| | - Mary A De Vera
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, Canada. .,Collaboration for Outcomes Research and Evaluation, Vancouver, BC, Canada. .,Centre for Health Evaluation and Outcome Sciences, Vancouver, Canada.
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4
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Nicholas LH, Davidoff AJ, Howard DH, Keating NL, Ritzwoller DP, Robin Yabroff K, Bradley CJ. Cancer Survivorship and Supportive Care Economics Research: Current Challenges and Next Steps. J Natl Cancer Inst Monogr 2022; 2022:57-63. [PMID: 35788375 DOI: 10.1093/jncimonographs/lgac004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/28/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Rapid growth in the number of cancer survivors raises numerous questions about health and economic outcomes among survivors along with their families, caregivers, and employers. Health economics theory and methods can contribute to many open questions to improve survivorship. METHODS In this paper, we review key areas where more research is needed and describe strategies for improving data infrastructure, research funding, and capacity building to strengthen survivorship health economics research. CONCLUSIONS Health economics has broadened an understanding of key supply- and demand-side factors that promote cancer survivorship. To ensure necessary research in survivorship health economics moving forward, we recommend dedicated funding, inclusion of health economics outcomes in primary data collection, and investments in secondary data sets.
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Affiliation(s)
- Lauren Hersch Nicholas
- Department of Health Systems, Management & Policy, Colorado School of Public Health & University of Colorado Cancer Center, Aurora, CO, USA
| | | | - David H Howard
- Department of Health Policy & Management, Emory University, Atlanta, Georgia
| | - Nancy L Keating
- Departments of Health Care Policy and Medicine, Harvard Medical School, Cambridge, MA, USA
| | | | | | - Cathy J Bradley
- Department of Health Systems, Management & Policy, Colorado School of Public Health & University of Colorado Cancer Center, Aurora, CO, USA
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5
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Shih YCT, Sabik LM, Stout NK, Halpern MT, Lipscomb J, Ramsey S, Ritzwoller DP. Health Economics Research in Cancer Screening: Research Opportunities, Challenges, and Future Directions. J Natl Cancer Inst Monogr 2022; 2022:42-50. [PMID: 35788368 PMCID: PMC9255920 DOI: 10.1093/jncimonographs/lgac008] [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: 09/30/2021] [Accepted: 03/03/2022] [Indexed: 01/26/2023] Open
Abstract
Cancer screening has long been considered a worthy public health investment. Health economics offers the theoretical foundation and research methodology to understand the demand- and supply-side factors associated with screening and evaluate screening-related policies and interventions. This article provides an overview of health economic theories and methods related to cancer screening and discusses opportunities for future research. We review 2 academic disciplines most relevant to health economics research in cancer screening: applied microeconomics and decision science. We consider 3 emerging topics: cancer screening policies in national as well as local contexts, "choosing wisely" screening practices, and targeted screening efforts for vulnerable subpopulations. We also discuss the strengths and weaknesses of available data sources and opportunities for methodological research and training. Recommendations to strengthen research infrastructure include developing novel data linkage strategies, increasing access to electronic health records, establishing curriculum and training programs, promoting multidisciplinary collaborations, and enhancing research funding opportunities.
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Affiliation(s)
- Ya-Chen Tina Shih
- Section of Cancer Economics and Policy, Department of Health Services Research, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lindsay M Sabik
- Department of Health Policy and Management, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - Michael T Halpern
- Healthcare Delivery Research Program, National Cancer Institute, Bethesda, MD, USA
| | - Joseph Lipscomb
- Department of Health Policy and Management, Rollins School of Public Health, and the Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Scott Ramsey
- Hutchinson Institute for Cancer Outcomes Research, Fred Hutchinson Cancer Institute, Seattle, WA, USA
| | - Debra P Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Aurora, CO, USA
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6
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Boggs JM, Ritzwoller DP, Beck A, Dimidjian S, Segal ZV. Cost-Effectiveness of a Web-Based Program for Residual Depressive Symptoms: Mindful Mood Balance. Psychiatr Serv 2022; 73:158-164. [PMID: 34320822 PMCID: PMC8799770 DOI: 10.1176/appi.ps.202000419] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Mindful Mood Balance (MMB) is an effective Web-based program for residual depressive symptoms that prevents relapse among patients with partial recovery from major depressive episodes. This cost-effectiveness analysis was conducted from the health plan perspective alongside a pragmatic randomized controlled trial of MMB. METHODS Adults were recruited from behavioral health and primary care settings in a large integrated health system and randomly assigned to MMB plus usual depression care (MMB+UDC) or UDC. Patients had at least one prior major depressive episode; a current score of 5-9 on the Patient Health Questionnaire-9, indicating residual depressive symptoms; and Internet access. Program costs included recruitment, coaching, and MMB licensing. Center for Medicare and Medicaid fee schedules were applied to electronic health record utilization data for psychotropic medications and psychiatric and psychotherapy visits. Effectiveness was measured as depression-free days (DFDs), converted from PHQ-9 scores collected monthly for 1 year. Incremental cost-effectiveness ratios were calculated with various sets of cost inputs. RESULTS A total of 389 patients (UDC, N=210; MMB+UDC, N=179) had adequate follow-up PHQ-9 measures for inclusion. MMB+UDC patients had 29 more DFDs during follow-up. Overall, the incremental cost of MMB+UDC was $431.54 over 12 months. Incremental costs per DFD gained ranged from $9.63 for program costs only to $15.04 when psychiatric visits, psychotherapy visits, and psychotropic medications were included. CONCLUSIONS MMB offers a cost-effective Web-based program for reducing residual depressive symptoms and preventing relapse. Health systems should consider adopting MMB as adjunctive to traditional mental health care services.
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Affiliation(s)
- Jennifer M Boggs
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (Boggs, Ritzwoller, Beck); Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder (Dimidjian); Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto (Segal)
| | - Debra P Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (Boggs, Ritzwoller, Beck); Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder (Dimidjian); Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto (Segal)
| | - Arne Beck
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (Boggs, Ritzwoller, Beck); Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder (Dimidjian); Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto (Segal)
| | - Sona Dimidjian
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (Boggs, Ritzwoller, Beck); Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder (Dimidjian); Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto (Segal)
| | - Zindel V Segal
- Institute for Health Research, Kaiser Permanente Colorado, Aurora (Boggs, Ritzwoller, Beck); Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder (Dimidjian); Graduate Department of Psychological Clinical Science, University of Toronto Scarborough, Toronto (Segal)
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7
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Yeung K, Zhu W, McCurry SM, Von Korff M, Wellman R, Morin CM, Vitiello MV. Cost-effectiveness of telephone cognitive behavioral therapy for osteoarthritis-related insomnia. J Am Geriatr Soc 2022; 70:188-199. [PMID: 34633061 PMCID: PMC8742775 DOI: 10.1111/jgs.17469] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/22/2021] [Accepted: 08/23/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Osteoarthritis-related insomnia is the most common form of comorbid insomnia among older Americans. A randomized clinical trial found that six sessions of telephone-delivered cognitive behavioral therapy for insomnia (CBT-I) improved sleep outcomes in this population. Using these data, we evaluated the incremental cost-effectiveness of CBT-I from a healthcare sector perspective. METHODS The study was based on 325 community-dwelling older adults with insomnia and osteoarthritis pain enrolled with Kaiser Permanente of Washington State. We measured quality-adjusted life years (QALYs) using the EuroQol 5-dimension scale. Arthritis-specific quality of life was measured using the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Insomnia-specific quality of life was measured using the Insomnia Severity Index (ISI) and nights without clinical insomnia (i.e., "insomnia-free nights"). Total healthcare costs included intervention and healthcare utilization costs. RESULTS Over the 12 months after randomization, CBT-I improved ISI and WOMAC by -2.6 points (95% CI: -2.9 to -2.4) and -2.6 points (95% CI: -3.4 to -1.8), respectively. The ISI improvement translated into 89 additional insomnia-free nights (95% CI: 79 to 98) over the 12 months. CBT-I did not significantly reduce total healthcare costs (-$1072 [95% CI: -$1968 to $92]). Improvements in condition-specific measures were not reflected in QALYs gained (-0.01 [95% CI: -0.01 to 0.01]); at a willingness-to-pay of $150,000 per QALY, CBT-I resulted in a positive net monetary benefit of $369 with substantial uncertainty (95% CI: -$1737 to $2270). CONCLUSION CBT-I improved sleep and arthritis function without increasing costs. These findings support the consideration of telephone CBT-I for treating insomnia among older adults with comorbid OA. Our findings also suggest potential limitations of the general quality of life measures in assessing interventions designed to improve sleep and arthritis outcomes.
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Affiliation(s)
- Kai Yeung
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA,University of Washington, The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Seattle, Washington, USA
| | - Weiwei Zhu
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
| | - Susan M. McCurry
- Department of Child, Family, and Population Health Nursing, University of Washington School of Nursing, Seattle, Washington, USA
| | - Michael Von Korff
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
| | - Robert Wellman
- Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA
| | - Charles M. Morin
- Department of Psychology, Université Laval, Quebec City, Quebec, Canada
| | - Michael V. Vitiello
- Department of Psychiatry & Behavioral Sciences, University of Washington School of Medicine, Seattle, Washington, USA
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8
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Banegas MP, Hassett MJ, Keast EM, Carroll NM, O'Keeffe-Rosetti M, Fishman PA, Uno H, Hornbrook MC, Ritzwoller DP. Patterns of Medical Care Cost by Service Type for Patients With Recurrent and De Novo Advanced Cancer. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:69-76. [PMID: 35031101 DOI: 10.1016/j.jval.2021.06.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 06/11/2021] [Accepted: 06/29/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVES There is limited knowledge about the cost patterns of patients who receive a diagnosis of de novo and recurrent advanced cancers in the United States. METHODS Data on patients who received a diagnosis of de novo stage IV or recurrent breast, colorectal, or lung cancer between 2000 and 2012 from 3 integrated health systems were used to estimate average annual costs for total, ambulatory, inpatient, medication, and other services during (1) 12 months preceding de novo or recurrent diagnosis (preindex) and (2) diagnosis month through 11 months after (postindex), from the payer perspective. Generalized linear regression models estimated costs adjusting for patient and clinical factors. RESULTS Patients who developed a recurrence <1 year after their initial cancer diagnosis had significantly higher total costs in the preindex period than those with recurrence ≥1 year after initial diagnosis and those with de novo stage IV disease across all cancers (all P < .05). Patients with de novo stage IV breast and colorectal cancer had significantly higher total costs in the postindex period than patients with cancer recurrent in <1 year and ≥1 year (all P < .05), respectively. Patients in de novo stage IV and those with recurrence in ≥1 year experienced significantly higher postindex costs than the preindex period (all P < .001). CONCLUSIONS Our findings reveal distinct cost patterns between patients with de novo stage IV, recurrent <1-year, and recurrent ≥1-year cancer, suggesting unique care trajectories that may influence resource use and planning. Future cost studies among patients with advanced cancer should account for de novo versus recurrent diagnoses and timing of recurrence to obtain estimates that accurately reflect these care pattern complexities.
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Affiliation(s)
- Matthew P Banegas
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA; University of California San Diego, La Jolla, CA, USA.
| | | | - Erin M Keast
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | - Nikki M Carroll
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
| | | | - Paul A Fishman
- Department of Health Services, University of Washington School of Public Health, Seattle, WA, USA
| | - Hajime Uno
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Mark C Hornbrook
- Center for Health Research, Kaiser Permanente Northwest, Portland, OR, USA
| | - Debra P Ritzwoller
- Institute for Health Research, Kaiser Permanente Colorado, Denver, CO, USA
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9
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Ritzwoller DP, Hassett MJ, Uno H. Regarding the Utility of Unstructured Data and Natural Language Processing for Identification of Breast Cancer Recurrence. JCO Clin Cancer Inform 2021; 5:1024-1025. [PMID: 34637320 PMCID: PMC9848577 DOI: 10.1200/cci.21.00091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 08/20/2021] [Indexed: 01/23/2023] Open
Affiliation(s)
- Debra P. Ritzwoller
- Debra P. Ritzwoller, PhD, Institute for Health Research, Kaiser
Permanente Colorado, Aurora, CO; Michael J. Hassett, MD, MPH, Department of
Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, Harvard Medical
School, Boston, MA; and Hajime Uno, PhD, Harvard Medical School, Boston,
MA
| | - Michael J. Hassett
- Debra P. Ritzwoller, PhD, Institute for Health Research, Kaiser
Permanente Colorado, Aurora, CO; Michael J. Hassett, MD, MPH, Department of
Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, Harvard Medical
School, Boston, MA; and Hajime Uno, PhD, Harvard Medical School, Boston,
MA
| | - Hajime Uno
- Debra P. Ritzwoller, PhD, Institute for Health Research, Kaiser
Permanente Colorado, Aurora, CO; Michael J. Hassett, MD, MPH, Department of
Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, Harvard Medical
School, Boston, MA; and Hajime Uno, PhD, Harvard Medical School, Boston,
MA
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10
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Beusterien K, Maculaitis MC, Hallissey B, Gaschler MM, Smith ML, Law EH. Patient, Oncologist, and Payer Preferences for Adjuvant Endocrine Therapy and CDK4/6 Inhibitor Regimens in Early-Stage Breast Cancer: A Discrete Choice Experiment. Patient Prefer Adherence 2021; 15:611-623. [PMID: 33776424 PMCID: PMC7987325 DOI: 10.2147/ppa.s298670] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Accepted: 02/06/2021] [Indexed: 11/23/2022] Open
Abstract
PURPOSE Several adjuvant phase III trials are evaluating cyclin-dependent kinase 4/6 inhibitors (CDK4/6is) in combination with endocrine therapy (ET) in hormonal receptor positive (HR+)/human epidermal growth factor receptor 2 negative (HER2-) early-stage breast cancer (eBC). This study examines preferences for this combination regimen and ET alone among patients, oncologists, and payers in the United States. METHODS A web-based questionnaire, including a discrete choice experiment (DCE), was administered to patients, practicing oncologists, and payers. In the DCE, respondents selected between hypothetical treatment profiles with attributes associated with ET monotherapy and CDK4/6i + ET regimens. Each treatment alternative was defined by the following attributes: 5-year invasive disease-free survival (iDFS), nausea, diarrhea, neutropenia, alopecia, dosing schedule, and electrocardiogram (ECG) monitoring. Payers had the additional attribute of annual per-patient treatment cost. Hierarchical Bayesian models were used to estimate relative preference weights for each attribute-level and relative attribute importance. RESULTS For patients (n=300) and oncologists (n=200), iDFS was most important (2 to 3 times more important than the next most important attribute), followed by neutropenia and diarrhea risks for patients and oncologists, respectively. Patients and oncologists required an improvement in iDFS of 8.0 and 5.6 percentage-points, respectively, to accept an increase in diarrhea risk from 11% to 81%. Payers (n=60) viewed annual per-patient cost as most important for treatment access decision-making, closely followed by iDFS. Payers required an improvement in iDFS of 21.8 percentage-points to accept an increase in cost from $5,100 to $149,400. Across all stakeholder groups, dosing schedule, alopecia risk, and ECG monitoring were perceived as least important. CONCLUSION Patients, oncologists, and payers expect a large absolute risk reduction in efficacy to offset the potential risks and costs of adding a CDK4/6i to current standard of care. An open discussion between all stakeholders is necessary to ensure that decision-making, whether at patient- or system-level, is informed by preferences for novel treatments, like CDK4/6is.
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Affiliation(s)
| | | | | | | | | | - Ernest H Law
- Pfizer Oncology, Pfizer Inc, New York, NY, USA
- Correspondence: Ernest H Law Global Health Economics & Outcomes Research (Breast) Oncology, Patient & Health Impact, Pfizer Inc., 235 E 42nd Street (Office: 219/06/86), New York, NY, 10017, USATel +1 212 733-0785 Email
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11
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Carroll NM, Ritzwoller DP, Banegas MP, O'Keeffe-Rosetti M, Cronin AM, Uno H, Hornbrook MC, Hassett MJ. Performance of Cancer Recurrence Algorithms After Coding Scheme Switch From International Classification of Diseases 9th Revision to International Classification of Diseases 10th Revision. JCO Clin Cancer Inform 2020; 3:1-9. [PMID: 30869998 DOI: 10.1200/cci.18.00113] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE We previously developed and validated informatic algorithms that used International Classification of Diseases 9th revision (ICD9)-based diagnostic and procedure codes to detect the presence and timing of cancer recurrence (the RECUR Algorithms). In 2015, ICD10 replaced ICD9 as the worldwide coding standard. To understand the impact of this transition, we evaluated the performance of the RECUR Algorithms after incorporating ICD10 codes. METHODS Using publicly available translation tables along with clinician and other expertise, we updated the algorithms to include ICD10 codes as additional input variables. We evaluated the performance of the algorithms using gold standard recurrence measures associated with a contemporary cohort of patients with stage I to III breast, colorectal, and lung (excluding IIIB) cancer and derived performance measures, including the area under the receiver operating curve, average absolute prediction error, and correct classification rate. These values were compared with the performance measures derived from the validation of the original algorithms. RESULTS A total of 659 colorectal, 280 lung, and 2,053 breast cancer cases were identified. Area under the receiver operating curve derived from the updated algorithms was 89.0% (95% CI, 82.3% to 95.7%), 88.9% (95% CI, 79.3% to 98.2%), and 80.5% (95% CI, 72.8% to 88.2%) for the colorectal, lung, and breast cancer algorithms, respectively. Average absolute prediction errors for recurrence timing were 2.7 (SE, 11.3%), 2.4 (SE, 10.4%), and 5.6 months (SE, 21.8%), respectively, and timing estimates were within 6 months of actual recurrence for more than 80% of colorectal, more than 90% of lung, and more than 50% of breast cancer cases using the updated algorithm. CONCLUSION Performance measures derived from the updated and original algorithms had overlapping confidence intervals, suggesting that the ICD9 to ICD10 transition did not affect the RECUR Algorithm performance.
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Affiliation(s)
| | | | | | | | | | - Hajime Uno
- Dana-Farber Cancer Institute, Boston, MA.,Harvard Medical School, Boston, MA
| | | | - Michael J Hassett
- Dana-Farber Cancer Institute, Boston, MA.,Harvard Medical School, Boston, MA
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Hassett MJ, Li H, Burstein HJ, Punglia RS. Neoadjuvant treatment strategies for HER2-positive breast cancer: cost-effectiveness and quality of life outcomes. Breast Cancer Res Treat 2020; 181:43-51. [PMID: 32185586 DOI: 10.1007/s10549-020-05587-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 03/06/2020] [Indexed: 12/01/2022]
Abstract
PURPOSE Achieving a pathologic complete response (pCR) with neoadjuvant therapy for HER2-positive breast cancer is associated with less recurrence and improved clinical outcomes compared to having residual cancer at surgery. However, recent data have demonstrated favorable outcomes for patients with residual HER2-positive cancer who received adjuvant trastuzumab emtansine (TDM-1). Therefore, we sought to determine the optimal chemotherapy/anti-HER2 treatment strategy. METHODS We created a decision-analytic model for patients with stage II-III HER2-positive cancer that incorporated utilities based on toxicity and recurrence. We separately modeled hormone receptor-negative (HR-) and positive (HR+) disease and calculated quality-adjusted life years (QALYs) and costs through 5 years. Simulated patients received one of the following neoadjuvant treatments: three 'intensive' regimens (TCHP: docetaxel, carboplatin, trastuzumab, pertuzumab; THP + AC: taxol, trastuzumab, pertuzumab then doxorubicin and cyclophosphamide; THP: taxol, trastuzumab, pertuzumab) and two 'de-escalated' regimens (TH: taxol, trastuzumab; TDM-1) followed by adjuvant treatment based on pathologic response. RESULTS Among 'intensive' neoadjuvant strategies, treatment with THP was more effective and less costly than TCHP or THP + AC. When 'de-escalated' strategies were included, TH became the most cost-effective. For HR-negative cancer, TH had 0.003 fewer quality-adjusted life years (QALYs) than THP but was less costly by $55,831, resulting in an incremental cost-effectiveness ratio of over $18M/QALY for THP, well above any threshold. For HR-positive cancer, neoadjuvant TH dominated the THP strategy. CONCLUSION An adaptive-treatment strategy beginning with neoadjuvant THP or TH followed by tailoring post-operative therapy reduces treatment costs, and spares toxicity compared to more intensive chemotherapy regimens for women with HER2-positive breast cancer.
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Affiliation(s)
- M J Hassett
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - H Li
- Yale School of Public Health, New Haven, CT, USA
| | - H J Burstein
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - R S Punglia
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Hospital, Harvard Medical School, 450 Brookline Avenue, Boston, MA, 02115, USA.
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Hassett MJ, Banegas M, Uno H, Weng S, Cronin AM, O'Keeffe Rosetti M, Carroll NM, Hornbrook MC, Ritzwoller DP. Spending for Advanced Cancer Diagnoses: Comparing Recurrent Versus De Novo Stage IV Disease. J Oncol Pract 2019; 15:e616-e627. [PMID: 31107629 DOI: 10.1200/jop.19.00004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
PURPOSE Spending for patients with advanced cancer is substantial. Past efforts to characterize this spending usually have not included patients with recurrence (who may differ from those with de novo stage IV disease) or described which services drive spending. METHODS Using SEER-Medicare data from 2008 to 2013, we identified patients with breast, colorectal, and lung cancer with either de novo stage IV or recurrent advanced cancer. Mean spending/patient/month (2012 US dollars) was estimated from 12 months before to 11 months after diagnosis for all services and by the type of service. We describe the absolute difference in mean monthly spending for de novo versus recurrent patients, and we estimate differences after controlling for type of advanced cancer, year of diagnosis, age, sex, comorbidity, and other factors. RESULTS We identified 54,982 patients with advanced cancer. Before diagnosis, mean monthly spending was higher for recurrent patients (absolute difference: breast, $1,412; colorectal, $3,002; lung, $2,805; all P < .001), whereas after the diagnosis, it was higher for de novo patients (absolute difference: breast, $2,443; colorectal, $4,844; lung, $2,356; all P < .001). Spending differences were driven by inpatient, physician, and hospice services. Across the 2-year period around the advanced cancer diagnosis, adjusted mean monthly spending was higher for de novo versus recurrent patients (spending ratio: breast, 2.39 [95% CI, 2.05 to 2.77]; colorectal, 2.64 [95% CI, 2.31 to 3.01]; lung, 1.46 [95% CI, 1.30 to 1.65]). CONCLUSION Spending for de novo cancer was greater than spending for recurrent advanced cancer. Understanding the patterns and drivers of spending is necessary to design alternative payment models and to improve value.
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Affiliation(s)
- Michael J Hassett
- 1 Dana-Farber Cancer Institute, Boston, MA.,2 Harvard Medical School, Boston, MA
| | | | - Hajime Uno
- 1 Dana-Farber Cancer Institute, Boston, MA.,2 Harvard Medical School, Boston, MA
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