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Huang J, Chan VCW, Chen M, Liew JJM, Liu X, Zhong C, Lin J, Hang J, Zhong CC, Yuan J, Xu W, Withers M, Chan AT, Wong MCS. Revisiting the starting age of colorectal cancer screening for the average-risk Asian population: a cost-effectiveness analysis. Gastrointest Endosc 2025:S0016-5107(25)00141-5. [PMID: 40024296 DOI: 10.1016/j.gie.2025.02.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 02/07/2025] [Accepted: 02/21/2025] [Indexed: 03/04/2025]
Abstract
BACKGROUND AND AIMS One of the most prevalent and fatal tumors, colorectal cancer (CRC), has a significant impact on the use of healthcare services. Although Hong Kong's CRC screening program has been successful, it does not prioritize preventing early-onset CRC in people under age 50 years. This study aimed to assess the cost-effectiveness of different starting ages for CRC screening among an Asian population. METHODS We conducted a simulation study involving 100,000 individuals in Hong Kong who were screened using either the fecal immunochemical test (FIT) or colonoscopy as primary screening methods at ages 40, 45, and 50 until age 75. The performance of different strategies was evaluated based on life-years gained, and cost-effectiveness was measured using the incremental cost-effectiveness ratio (ICER). RESULTS The ICERs for initiating FIT screening at age 50, screening starting at age 45, and screening starting at age 40 were U.S. dollars (USD) 53,262, USD 67,892, and USD 86,554, respectively. For colonoscopy, the ICERs for initiating screening at ages 50, 45, and 40 were USD 267,669, USD 312,848, and USD 372,090, respectively. Overall, the FIT strategy was found to be less costly. At 70%, 80%, and 90% compliance rates, the FIT at age 45 gained 2135, 2296, and 2438 life-years, respectively, whereas colonoscopy at age 45 gained 2725, 2798, and 2855 life-years, respectively. With increased compliance rates, the FIT could save a similar number of life-years as colonoscopy with lower cost. CONCLUSIONS Initiating CRC screening at age 45 using the FIT in Hong Kong was determined to be a well-balanced and cost-effective strategy. This approach demonstrated a cost advantage over starting screening at age 40 and resulted in more lives saved compared with screening at age 50.
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Affiliation(s)
- Junjie Huang
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR; Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR
| | - Victor C W Chan
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR
| | - Mingtao Chen
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR
| | - Jamie Jie Mei Liew
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR
| | - Xianjing Liu
- Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands
| | - Chaoying Zhong
- Department of Electrical Engineering and Automation, Guangdong Ocean University, Guangdong, China
| | - Jianli Lin
- Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China
| | - Junjie Hang
- Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Guangdong, China
| | - Claire Chenwen Zhong
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR; Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR.
| | - Jinqiu Yuan
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-Sen University, Guangdong, China
| | - Wanghong Xu
- The School of Public Health, Fudan University, Shanghai, China
| | - Mellissa Withers
- Department of Population and Health Sciences, Institute for Global Health, University of Southern California, Los Angeles, California, USA
| | - Andrew T Chan
- Clinical and Translational Epidemiology Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA; Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
| | - Martin C S Wong
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR; Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR; The School of Public Health, Fudan University, Shanghai, China; The School of Public Health, Peking University, Beijing, China; The School of Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Guangdong, China.
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Evaluating the Cost-Effective Use of Follow-Up Colonoscopy Based on Screening Findings and Age. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2019; 2019:2476565. [PMID: 30915155 PMCID: PMC6399561 DOI: 10.1155/2019/2476565] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 12/30/2018] [Indexed: 01/20/2023]
Abstract
Introduction Colorectal cancer (CRC), if not detected early, can be costly and detrimental to one's health. Colonoscopy can identify CRC early as well as prevent the disease. The benefit of screening colonoscopy has been established, but the optimal frequency of follow-up colonoscopy is unknown and may vary based on findings from colonoscopy screening and patient age. Methods A partially observed Markov process (POMP) was used to simulate the effects of follow-up colonoscopy on the development of CRC. The POMP uses adenoma and CRC growth models to calculate the probability of a patient having colorectal adenomas and CRC. Then, based on mortality, quality of life, and the costs associated with diagnosis, treatment, and surveillance of colorectal cancer, the overall costs and increase in quality-adjusted life years (QALYs) are calculated for follow-up colonoscopy scenarios. Results At the $100,000/QALY gained threshold, only one follow-up colonoscopy is cost-effective only after screening at age 50 years. The optimal follow-up is 8.5 years, which gives 84.0 QALYs gained/10,000 persons. No follow-up colonoscopy was cost-effective at the $50,000 and $75,000/QALY gained thresholds. The intervals were insensitive to the findings at screening colonoscopy. Conclusion Follow-up colonoscopy is cost-effective following screening at age 50 years but not if screening occurs later. Following screening at age 50 years, the optimal follow-up interval is close to the currently recommended 10 years for an average risk screening but does not vary by colonoscopy result.
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Melnitchouk N, Soeteman DI, Davids JS, Fields A, Cohen J, Noubary F, Lukashenko A, Kolesnik OO, Freund KM. Cost-effectiveness of colorectal cancer screening in Ukraine. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2018; 16:20. [PMID: 29977160 PMCID: PMC5992826 DOI: 10.1186/s12962-018-0104-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 06/01/2018] [Indexed: 01/01/2023] Open
Abstract
Background Colorectal cancer is one of the most common cancers worldwide and is associated with high mortality when detected at a later stage. There is a paucity of studies from low and middle income countries to support the cost-effectiveness of colorectal cancer screening. We aim to analyze the cost-effectiveness of colorectal cancer screening compared to no screening in Ukraine, a lower-middle income country. Methods We developed a deterministic Markov cohort model to assess the cost-effectiveness of three colorectal cancer screening strategies [fecal occult blood test (FOBT) every year, flexible sigmoidoscopy with FOBT every 5 years, and colonoscopy every 10 years] compared to no screening. We modeled outcomes in terms of cost per quality-adjusted life-years (QALYs) over a lifetime time horizon. We performed sensitivity analyses on treatment adherence, test characteristics and costs. Analyses were conducted from the perspective of the Ministry of Health of Ukraine. Results The base-case lifetime cost-effectiveness analysis showed that all three screening strategies were cost saving compared to no screening, and among the three strategies, colonoscopy every 10 years was the dominant strategy compared to no screening with standard adherence to treatment. When decreased adherence to treatment was modeled, colonoscopy every 10 years was the most cost-effective strategy with an incremental cost-effectiveness ratio of $843 per QALY compared with no screening. Conclusion Our findings indicate that colorectal cancer screening can save money and improve health compared to no screening in Ukraine. Colonoscopy every 10 years is superior to the other screening modalities evaluated in this study. This knowledge can be used to concentrate efforts on developing a national screening program in Ukraine.
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Affiliation(s)
- Nelya Melnitchouk
- 1Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital/Harvard Medical School, 75 Francis St, Boston, MA 02115 USA
| | - Djøra I Soeteman
- 2Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA USA
| | | | - Adam Fields
- 1Department of Surgery, Center for Surgery and Public Health, Brigham and Women's Hospital/Harvard Medical School, 75 Francis St, Boston, MA 02115 USA
| | - Joshua Cohen
- Tufts Clinical and Translational Science Institute, Boston, MA USA
| | - Farzad Noubary
- Tufts Clinical and Translational Science Institute, Boston, MA USA
| | | | | | - Karen M Freund
- 6Tufts Medical Center and Tufts University School of Medicine Boston, Boston, MA USA
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Picot J, Rose M, Cooper K, Pickett K, Lord J, Harris P, Whyte S, Böhning D, Shepherd J. Virtual chromoendoscopy for the real-time assessment of colorectal polyps in vivo: a systematic review and economic evaluation. Health Technol Assess 2017; 21:1-308. [PMID: 29271339 PMCID: PMC5757183 DOI: 10.3310/hta21790] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Current clinical practice is to remove a colorectal polyp detected during colonoscopy and determine whether it is an adenoma or hyperplastic by histopathology. Identifying adenomas is important because they may eventually become cancerous if untreated, whereas hyperplastic polyps do not usually develop into cancer, and a surveillance interval is set based on the number and size of adenomas found. Virtual chromoendoscopy (VCE) (an electronic endoscopic imaging technique) could be used by the endoscopist under strictly controlled conditions for real-time optical diagnosis of diminutive (≤ 5 mm) colorectal polyps to replace histopathological diagnosis. OBJECTIVE To assess the clinical effectiveness and cost-effectiveness of the VCE technologies narrow-band imaging (NBI), flexible spectral imaging colour enhancement (FICE) and i-scan for the characterisation and management of diminutive (≤ 5 mm) colorectal polyps using high-definition (HD) systems without magnification. DESIGN Systematic review and economic analysis. PARTICIPANTS People undergoing colonoscopy for screening or surveillance or to investigate symptoms suggestive of colorectal cancer. INTERVENTIONS NBI, FICE and i-scan. MAIN OUTCOME MEASURES Diagnostic accuracy, recommended surveillance intervals, health-related quality of life (HRQoL), adverse effects, incidence of colorectal cancer, mortality and cost-effectiveness of VCE compared with histopathology. DATA SOURCES Electronic bibliographic databases including MEDLINE, EMBASE, The Cochrane Library and Database of Abstracts of Reviews of Effects were searched for published English-language studies from inception to June 2016. Bibliographies of related papers, systematic reviews and company information were screened and experts were contacted to identify additional evidence. REVIEW METHODS Systematic reviews of test accuracy and economic evaluations were undertaken in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. Meta-analyses were conducted, where possible, to inform the independent economic model. A cost-utility decision-analytic model was developed to estimate the cost-effectiveness of VCE compared with histopathology. The model used a decision tree for patients undergoing endoscopy, combined with estimates of long-term outcomes (e.g. incidence of colorectal cancer and subsequent morbidity and mortality) derived from University of Sheffield School of Health and Related Research's bowel cancer screening model. The model took a NHS perspective, with costs and benefits discounted at 3.5% over a lifetime horizon. There were limitations in the data on the distribution of adenomas across risk categories and recurrence rates post polypectomy. RESULTS Thirty test accuracy studies were included: 24 for NBI, five for i-scan and three for FICE (two studies assessed two interventions). Polyp assessments made with high confidence were associated with higher sensitivity and endoscopists experienced in VCE achieved better results than those without experience. Two economic evaluations were included. NBI, i-scan and FICE are cost-saving strategies compared with histopathology and the number of quality-adjusted life-years gained was similar for histopathology and VCE. The correct surveillance interval would be given to 95% of patients with NBI, 94% of patients with FICE and 97% of patients with i-scan. LIMITATIONS Limited evidence was available for i-scan and FICE and there was heterogeneity among the NBI studies. There is a lack of data on longer-term health outcomes of patients undergoing VCE for assessment of diminutive colorectal polyps. CONCLUSIONS VCE technologies, using HD systems without magnification, could potentially be used for the real-time assessment of diminutive colorectal polyps, if endoscopists have adequate experience and training. FUTURE WORK Future research priorities include head-to-head randomised controlled trials of all three VCE technologies; more research on the diagnostic accuracy of FICE and i-scan (when used without magnification); further studies evaluating the impact of endoscopist experience and training on outcomes; studies measuring adverse effects, HRQoL and anxiety; and longitudinal data on colorectal cancer incidence, HRQoL and mortality. STUDY REGISTRATION This study is registered as PROSPERO CRD42016037767. FUNDING The National Institute for Health Research Health Technology Assessment programme.
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Affiliation(s)
- Joanna Picot
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Micah Rose
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Keith Cooper
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Karen Pickett
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Joanne Lord
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Petra Harris
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
| | - Sophie Whyte
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, UK
| | - Dankmar Böhning
- Southampton Statistical Sciences Research Institute (S3RI), Mathematical Sciences, University of Southampton, Southampton, UK
| | - Jonathan Shepherd
- Southampton Health Technology Assessments Centre (SHTAC), University of Southampton, Southampton, UK
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Personalized medicine for prevention: can risk stratified screening decrease colorectal cancer mortality at an acceptable cost? Cancer Causes Control 2017; 28:299-308. [DOI: 10.1007/s10552-017-0864-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 02/01/2017] [Indexed: 12/15/2022]
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Kingsley J, Karanth S, Revere FL, Agrawal D. Cost Effectiveness of Screening Colonoscopy Depends on Adequate Bowel Preparation Rates - A Modeling Study. PLoS One 2016; 11:e0167452. [PMID: 27936028 PMCID: PMC5147887 DOI: 10.1371/journal.pone.0167452] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 11/14/2016] [Indexed: 02/07/2023] Open
Abstract
Background Inadequate bowel preparation during screening colonoscopy necessitates repeating colonoscopy. Studies suggest inadequate bowel preparation rates of 20–60%. This increases the cost of colonoscopy for our society. Aim The aim of this study is to determine the impact of inadequate bowel preparation rate on the cost effectiveness of colonoscopy compared to other screening strategies for colorectal cancer (CRC). Methods A microsimulation model of CRC screening strategies for the general population at average risk for CRC. The strategies include fecal immunochemistry test (FIT) every year, colonoscopy every ten years, sigmoidoscopy every five years, or stool DNA test every 3 years. The screening could be performed at private practice offices, outpatient hospitals, and ambulatory surgical centers. Results At the current assumed inadequate bowel preparation rate of 25%, the cost of colonoscopy as a screening strategy is above society’s willingness to pay (<$50,000/QALY). Threshold analysis demonstrated that an inadequate bowel preparation rate of 13% or less is necessary before colonoscopy is considered more cost effective than FIT. At inadequate bowel preparation rates of 25%, colonoscopy is still more cost effective compared to sigmoidoscopy and stool DNA test. Sensitivity analysis of all inputs adjusted by ±10% showed incremental cost effectiveness ratio values were influenced most by the specificity, adherence, and sensitivity of FIT and colonoscopy. Conclusions Screening colonoscopy is not a cost effective strategy when compared with fecal immunochemical test, as long as the inadequate bowel preparation rate is greater than 13%.
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Affiliation(s)
- James Kingsley
- Department of Internal Medicine, Texas Health Presbyterian Hospital, Dallas, Texas, United States of America
| | - Siddharth Karanth
- School of Public Health, University of Texas Health Science Center, Houston, Texas, United States of America
| | - Frances Lee Revere
- School of Public Health, University of Texas Health Science Center, Houston, Texas, United States of America
| | - Deepak Agrawal
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States of America
- * E-mail:
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Waldmann E, Heinze G, Ferlitsch A, GessI I, Sallinger D, Jeschek P, Britto-Arias M, Salzl P, Fasching E, Jilma B, Kundi M, Trauner M, Ferlitsch M. Risk factors cannot explain the higher prevalence rates of precancerous colorectal lesions in men. Br J Cancer 2016; 115:1421-1429. [PMID: 27764840 PMCID: PMC5129825 DOI: 10.1038/bjc.2016.324] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 08/21/2016] [Accepted: 09/06/2016] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Prevalence of (pre)cancerous colorectal lesions are higher in men than in women, although transition rates from advanced lesions to cancer is similar in both sexes. Our aim was to investigate whether the sex-specific difference in incidence of premalignant colorectal lesions might be explained by the impact of risk factors. METHODS A cross-sectional study analysing health check-up examinations and screening colonoscopies performed within a national quality assurance program. RESULTS A total of 25 409 patients were included in this study, 50.8% were women. Median age for both sexes was 60 years (interquartile range (IQR) 54-67). A multivariable model showed that risk factors mediated only 0.6 of the 10.4% gender gap in adenoma and 0.47 of the 3.2% gender gap in advanced adenoma detection rate. Smoking was the only independent risk factor with a varying sex-specific effect (men OR 1.46, CI 1.29, 1.64, women OR 1.76, CI 1.53, 2.06) and advanced adenomas (men OR 1.06, CI 0.80-1.42; women OR 2.08, CI 1.52-2.83). Independent risk factors for adenomas were BMI (OR 1.35 per IQR, CI 1.25-1.47) and triglyceride level (OR 1.03 per IQR, CI 1.00-1.06); for advanced adenomas physical activity (none vs regular: OR 1.54, CI 1.18-2.00, occasional vs regular: OR 1.17, CI 1.00-1.38), cholesterol level (OR 1.13 per IQR, CI 1.02-1.25), blood glucose level (OR 1.05 per IQR, CI 1.01-1.09) and alcohol score (OR 1.09 per IQR, CI 1.01-1.18). CONCLUSIONS Risk factors cannot explain higher prevalence rates in men. Results of this study strongly underline the need for sex-specific screening recommendations.
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Affiliation(s)
- Elisabeth Waldmann
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Georg Heinze
- Department of Clinical Biometry, Medical University of Vienna, Vienna, Austria
| | - Arnulf Ferlitsch
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Irina GessI
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Daniela Sallinger
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Philip Jeschek
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Martha Britto-Arias
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Petra Salzl
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Elisabeth Fasching
- Main Association of the Austrian Social Insurance Institutions, Vienna, Austria
| | - Bernd Jilma
- Institute of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Michael Kundi
- Institute for Environmental Hygiene, Medical University of Vienna, Vienna, Austria
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
| | - Monika Ferlitsch
- Division of Gastroenterology and Hepatology, Deptartment of Internal Medicine III, Medical University of Vienna, Vienna, Austria
- Quality Assurance Working Group, Austrian Society of Gastroenterology and Hepatology (OEGGH), Vienna, Austria
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Yoon IC, Cho JH, Choi H, Choi YH, Lim KM, Choi SH, Han JH, Jeong HJ, Lee HS. High levels of carcinoembryonic antigen and smoking might be markers of colorectal adenoma in Korean males aged 40-49 years. Yeungnam Univ J Med 2016. [DOI: 10.12701/yujm.2016.33.1.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Affiliation(s)
- In Cheol Yoon
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Jeong Hyeon Cho
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Heejin Choi
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Young Hoon Choi
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Kyu Min Lim
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Sung Hwa Choi
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Jae Ho Han
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Hyeon Ju Jeong
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
| | - Hong Sub Lee
- Department of Internal Medicine, Myongji Hospital, Seonam University College of Medicine, Goyang, Korea
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Baicker K, Mullainathan S, Schwartzstein J. BEHAVIORAL HAZARD IN HEALTH INSURANCE. THE QUARTERLY JOURNAL OF ECONOMICS 2015; 130:1623-1667. [PMID: 35602854 PMCID: PMC9121790 DOI: 10.1093/qje/qjv029] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A fundamental implication of standard moral hazard models is overuse of low-value medical care because copays are lower than costs. In these models, the demand curve alone can be used to make welfare statements, a fact relied on by much empirical work. There is ample evidence, though, that people misuse care for a different reason: mistakes, or "behavioral hazard." Much high-value care is underused even when patient costs are low, and some useless care is bought even when patients face the full cost. In the presence of behavioral hazard, welfare calculations using only the demand curve can be off by orders of magnitude or even be the wrong sign. We derive optimal copay formulas that incorporate both moral and behavioral hazard, providing a theoretical foundation for value-based insurance design and a way to interpret behavioral "nudges." Once behavioral hazard is taken into account, health insurance can do more than just provide financial protection - it can also improve health care efficiency.
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Yang YX, French B, Localio AR, Brensinger CM, Lewis JD. Minimal benefit of earlier-than-recommended repeat colonoscopy among US Medicare enrollees following a negative colonoscopy. Aliment Pharmacol Ther 2014; 40:843-53. [PMID: 25123489 DOI: 10.1111/apt.12902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 06/09/2014] [Accepted: 07/16/2014] [Indexed: 12/18/2022]
Abstract
BACKGROUND A large proportion of US Medicare beneficiaries undergo earlier-than-recommended follow-up colonoscopies after negative screening colonoscopy. Such practice entails substantial cost and added risk. AIMS To compare the risk of colorectal cancer (CRC) associated with varying follow-up colonoscopy intervals following a negative colonoscopy, and to determine whether the potential benefit of a shorter colonoscopy follow-up interval would differ by gender. METHODS We conducted a weighted cohort study using the Surveillance, Epidemiology and End Results-Medicare linked database (1991-2006) among 932,370 Medicare enrollees who are representative of the entire US elderly population. We compared the cumulative incidence of CRC among patients who underwent follow-up colonoscopies at different intervals following a negative colonoscopy. The primary outcome was incident CRC. RESULTS The eligible study cohort (n = 480,864) included 106,924 patients who underwent ≥1 colonoscopy. Men were more likely to require polypectomy during their initial colonoscopy than women. Compared to the recommended 9-10 year follow-up colonoscopy interval, an interval of 5-6 years was associated with the largest CRC cumulative risk reduction [i.e. 0.17% (95% CI: 0.009-0.32%)]. The magnitude of risk reduction associated with shorter colonoscopy follow-up intervals was not significantly different between men and women. CONCLUSIONS Among elderly individuals who undergo a negative colonoscopy, the magnitude of reduction in the cumulative CRC risk afforded by earlier-than-recommended follow-up colonoscopy is quite small, and probably cannot justify the risk and cost of increased colonoscopy frequency. In addition, there are insufficient differences between men and women to warrant gender-specific recommendations.
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Affiliation(s)
- Y-X Yang
- Division of Gastroenterology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA; Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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Joranger P, Nesbakken A, Hoff G, Sorbye H, Oshaug A, Aas E. Modeling and validating the cost and clinical pathway of colorectal cancer. Med Decis Making 2014; 35:255-65. [PMID: 25073464 DOI: 10.1177/0272989x14544749] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Cancer is a major cause of morbidity and mortality, and colorectal cancer (CRC) is the third most common cancer in the world. The estimated costs of CRC treatment vary considerably, and if CRC costs in a model are based on empirically estimated total costs of stage I, II, III, or IV treatments, then they lack some flexibility to capture future changes in CRC treatment. The purpose was 1) to describe how to model CRC costs and survival and 2) to validate the model in a transparent and reproducible way. METHODS We applied a semi-Markov model with 70 health states and tracked age and time since specific health states (using tunnels and 3-dimensional data matrix). The model parameters are based on an observational study at Oslo University Hospital (2049 CRC patients), the National Patient Register, literature, and expert opinion. The target population was patients diagnosed with CRC. The model followed the patients diagnosed with CRC from the age of 70 until death or 100 years. The study focused on the perspective of health care payers. RESULTS The model was validated for face validity, internal and external validity, and cross-validity. The validation showed a satisfactory match with other models and empirical estimates for both cost and survival time, without any preceding calibration of the model. CONCLUSIONS The model can be used to 1) address a range of CRC-related themes (general model) like survival and evaluation of the cost of treatment and prevention measures; 2) make predictions from intermediate to final outcomes; 3) estimate changes in resource use and costs due to changing guidelines; and 4) adjust for future changes in treatment and trends over time. The model is adaptable to other populations.
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Affiliation(s)
- Paal Joranger
- Norwegian University of Life Science, Ås, Norway/Oslo and Akershus University College of Applied Sciences, Oslo, Norway (PJ)
| | - Arild Nesbakken
- Oslo University Hospital, Oslo, Norway/K.G. Jebsen Colorectal Cancer Research Centre, Oslo, Norway/University of Oslo, Oslo, Norway (AN)
| | - Geir Hoff
- Cancer Registry of Norway/University of Oslo/Telemark Hospital, Skien, Norway (GH)
| | | | - Arne Oshaug
- Oslo and Akershus University College of Applied Sciences, Oslo, Norway (AO)
| | - Eline Aas
- University of Oslo, Oslo, Norway (EA)
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Greuter MJE, Xu XM, Lew JB, Dekker E, Kuipers EJ, Canfell K, Meijer GA, Coupé VMH. Modeling the Adenoma and Serrated pathway to Colorectal CAncer (ASCCA). RISK ANALYSIS : AN OFFICIAL PUBLICATION OF THE SOCIETY FOR RISK ANALYSIS 2014; 34:889-910. [PMID: 24172539 DOI: 10.1111/risa.12137] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Several colorectal cancer (CRC) screening models have been developed describing the progression of adenomas to CRC. Currently, there is increasing evidence that serrated lesions can also develop into CRC. It is not clear whether screening tests have the same test characteristics for serrated lesions as for adenomas, but lower sensitivities have been suggested. Models that ignore this type of colorectal lesions may provide overly optimistic predictions of the screen-induced reduction in CRC incidence. To address this issue, we have developed the Adenoma and Serrated pathway to Colorectal CAncer (ASCCA) model that includes the adenoma-carcinoma pathway and the serrated pathway to CRC as well as characteristics of colorectal lesions. The model structure and the calibration procedure are described in detail. Calibration resulted in 19 parameter sets for the adenoma-carcinoma pathway and 13 for the serrated pathway that match the age- and sex-specific adenoma and serrated lesion prevalence in the COlonoscopy versus COlonography Screening (COCOS) trial, Dutch CRC incidence and mortality rates, and a number of other intermediate outcomes concerning characteristics of colorectal lesions. As an example, we simulated outcomes for a biennial fecal immunochemical test screening program and a hypothetical one-time colonoscopy screening program. Inclusion of the serrated pathway influenced the predicted effectiveness of screening when serrated lesions are associated with lower screening test sensitivity or when they are not removed. To our knowledge, this is the first model that explicitly includes the serrated pathway and characteristics of colorectal lesions. It is suitable for the evaluation of the (cost)effectiveness of potential screening strategies for CRC.
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Colorectal cancer predicted risk online (CRC-PRO) calculator using data from the multi-ethnic cohort study. J Am Board Fam Med 2014; 27:42-55. [PMID: 24390885 PMCID: PMC4219857 DOI: 10.3122/jabfm.2014.01.130040] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Better risk predictions for colorectal cancer (CRC) could improve prevention strategies by allowing clinicians to more accurately identify high-risk individuals. The National Cancer Institute's CRC risk calculator was created by Freedman et al using case control data. METHODS An online risk calculator was created using data from the Multi-Ethnic Cohort Study, which followed >180,000 patients for the development of CRC for up to 11.5 years through linkage with cancer registries. Forward stepwise regression tuned to the c statistic was used to select the most important variables for use in separate Cox survival models for men and women. Model accuracy was assessed using 10-fold cross-validation. RESULTS Patients in the cohort experienced 2762 incident cases of CRC. The final model for men contained age, ethnicity, pack-years of smoking, alcoholic drinks per day, body mass index, years of education, regular use of aspirin, family history of colon cancer, regular use of multivitamins, ounces of red meat intake per day, history of diabetes, and hours of moderate physical activity per day. The final model for women included age, ethnicity, years of education, use of estrogen, history of diabetes, pack-years of smoking, family history of colon cancer, regular use of multivitamins, body mass index, regular use of nonsteroidal anti-inflammatory drugs, and alcoholic drinks per day. The calculator demonstrated good accuracy with a cross-validated c statistic of 0.681 in men and 0.679 in women, and it seems to be well calibrated graphically. An electronic version of the calculator is available at http://rcalc.ccf.org. CONCLUSION This calculator seems to be accurate, is user friendly, and has been internally validated in a diverse population.
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Sohrabi M, Zamani F, Ajdarkosh H, Rakhshani N, Ameli M, Mohamadnejad M, Kabir A, Hemmasi G, Khonsari M, Motamed N. Prevalence of colorectal polyps in a group of subjects at average-risk of colorectal cancer undergoing colonoscopic screening in Tehran, Iran between 2008 and 2013. Asian Pac J Cancer Prev 2014; 15:9773-9779. [PMID: 25520103 DOI: 10.7314/apjcp.2014.15.22.9773] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the prime causes of mortality around the globe, with a significantly rising incidence in the Middle East region in recent decades. Since detection of CRC in the early stages is an important issue, and also since to date there are no comprehensive epidemiologic studies depicting the Middle East region with special attention to the average risk group, further investigation is of significant necessity in this regard. AIM Our aim was to investigate the prevalence of preneoplastic and neoplastic lesions of the colon in an average risk population. MATERIALS AND METHODS A total of 1,208 eligible asymptomatic, average- risk adults older than 40 years of age, referred to Firuzgar Hospotal in the years 2008-2012, were enrolled. They underwent colonoscopy screening and all polypoid lesions were removed and examined by an expert gastrointestinal pathologist. The lesions were classified by size, location, numbers and pathologic findings. Size of lesions was measured objectively by endoscopists. RESULTS The mean age of participants was 56.5±9.59 and 51.6% were male. The overall polyp detection rate was 199/1208 (16.5 %), 26 subjects having non-neoplastic polyps, including hyperplastic lesions, and 173/1208 (14.3%) having neoplastic polyps, of which 26 (2.15%) were advanced neoplasms .The prevalence of colorectal neoplasia was more common among the 50-59 age group. Advanced adenoma was more frequent among the 60-69 age group. The majority of adenomas were detected in the distal colon, but a quarter of advanced adenomas were found in the proximal colon; advance age and male gender was associated with the presence of adenoma. CONCLUSIONS It seems that CRC screening among average-risk population might be recommended in countries such as Iran. However, sigmioidoscopy alone would miss many colorectal adenomas. Furthermore, the 50-59 age group could be considered as an appropriate target population for this purpose in Iran.
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Affiliation(s)
- Masoudreza Sohrabi
- Gastrointestinal and Liver Disease Research Center, Firoozgar Hospital, Iran University of Medical Sciences, Tehran, Iran E-mail : ,
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Sherer EA, Ambedkar S, Perng S, Yih Y, Imperiale TF. A predictive model of longitudinal, patient-specific colonoscopy results. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2013; 112:563-579. [PMID: 23968894 DOI: 10.1016/j.cmpb.2013.07.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2011] [Revised: 04/17/2013] [Accepted: 07/10/2013] [Indexed: 06/02/2023]
Abstract
We suggest a model framework, in which an individual patient's risk for colonic neoplasia varies based on findings from his previous colonoscopies, to predict longitudinal colonoscopy results. The neoplasia natural history model describes progression through four neoplasia development states with patient age. Multiple natural history model parameter sets are assumed to act concurrently on the colon and parameter set prevalence combinations, whose a priori likelihoods are a function of patient sex, provide a basis set for patient-level predictions. The novelty in this approach is that after a colonoscopy, both the parameter set combination likelihoods and their model predictions can adjust in a Bayesian manner based on the results and conditions of the colonoscopy. The adjustment of model predictions operationalizes the clinical knowledge that multiple or advanced neoplasia at baseline colonoscopy is an independent predictor of multiple or advanced neoplasia at follow-up colonoscopy--and vice versa for negative colonoscopies--and the adjustment of parameter set combination likelihoods accounts for the possibility that patients may have different neoplasia development rates. A model that accurately captures serial colonoscopy results could potentially be used to design and evaluate post-colonoscopy treatment strategies based on the risk of individual patients. To support model identification, observational longitudinal colonoscopy results, procedure details, and patient characteristics were collected for 4084 patients. We found that at least two parameter sets specific to each sex with model adjustments was required to capture the longitudinal colonoscopy data and inclusion of multiple possible parameter set combinations, which account for random variations within the population, was necessary to accurately predict the second-time colonoscopy findings for patients with a history of advanced adenomas. Application of this model to predict CRC risks for patients adhering to guideline recommended follow-up colonoscopy intervals found that there are significant differences in risk with patient age, gender, and preparation quality and demonstrates the need for a more rigorous investigation into these recommendations.
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Affiliation(s)
- Eric A Sherer
- Roudebush Veterans Affairs Medical Center, Indianapolis, IN, USA.
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Cruzado J, Sánchez FI, Abellán JM, Pérez-Riquelme F, Carballo F. Economic evaluation of colorectal cancer (CRC) screening. Best Pract Res Clin Gastroenterol 2013; 27:867-80. [PMID: 24182607 DOI: 10.1016/j.bpg.2013.09.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Revised: 09/15/2013] [Accepted: 09/17/2013] [Indexed: 01/31/2023]
Abstract
Because of its incidence and mortality colorectal cancer represents a serious public health issue in industrial countries. In order to reduce its social impact a number of screening strategies have been implemented, which allow an early diagnosis and treatment. These basically include faecal tests and studies that directly explore the colon and rectum. No strategy, whether alone or combined, has proven definitively more effective than the rest, but any such strategy is better than no screening at all. Selecting the most efficient strategy for inclusion in a population-wide program is an uncertain choice. Here we review the evidence available on the various economic evaluations, and conclude that no single method has been clearly identified as most cost-effective; further research in this setting is needed once common economic evaluation standards are established in order to alleviate the methodological heterogeneity prevailing in study results.
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Affiliation(s)
- José Cruzado
- Colorectal Cancer Prevention Program for Región de Murcia, Instituto Murciano de Investigación Biosanitaria, Servicio Murciano de Salud, Murcia, Spain
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Nelson RE, Stenehjem D, Akerley W. A comparison of individualized treatment guided by VeriStrat with standard of care treatment strategies in patients receiving second-line treatment for advanced non-small cell lung cancer: A cost-utility analysis. Lung Cancer 2013; 82:461-8. [DOI: 10.1016/j.lungcan.2013.08.021] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2013] [Revised: 08/22/2013] [Accepted: 08/25/2013] [Indexed: 10/26/2022]
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Jeong KE, Cairns JA. Review of economic evidence in the prevention and early detection of colorectal cancer. HEALTH ECONOMICS REVIEW 2013; 3:20. [PMID: 24229442 PMCID: PMC3847082 DOI: 10.1186/2191-1991-3-20] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 08/23/2013] [Indexed: 05/20/2023]
Abstract
This paper aims to systematically review the cost-effectiveness evidence, and to provide a critical appraisal of the methods used in the model-based economic evaluation of CRC screening and subsequent surveillance. A search strategy was developed to capture relevant evidence published 1999-November 2012. Databases searched were MEDLINE, EMBASE, National Health Service Economic Evaluation (NHS EED), EconLit, and HTA. Full economic evaluations that considered costs and health outcomes of relevant intervention were included. Sixty-eight studies which used either cohort simulation or individual-level simulation were included. Follow-up strategies were mostly embedded in the screening model. Approximately 195 comparisons were made across different modalities; however, strategies modelled were often simplified due to insufficient evidence and comparators chosen insufficiently reflected current practice/recommendations. Studies used up-to-date evidence on the diagnostic test performance combined with outdated information on CRC treatments. Quality of life relating to follow-up surveillance is rare. Quality of life relating to CRC disease states was largely taken from a single study. Some studies omitted to say how identified adenomas or CRC were managed. Besides deterministic sensitivity analysis, probabilistic sensitivity analysis (PSA) was undertaken in some studies, but the distributions used for PSA were rarely reported or justified. The cost-effectiveness of follow-up strategies among people with confirmed adenomas are warranted in aiding evidence-informed decision making in response to the rapidly evolving technologies and rising expectations.
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Affiliation(s)
- Kim E Jeong
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH, United Kingdom
| | - John A Cairns
- Department of Health Services Research and Policy, Faculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, 15-17 Tavistock Place, London WC1H 9SH, United Kingdom
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Management of colon cancer: resource-stratified guidelines from the Asian Oncology Summit 2012. Lancet Oncol 2013; 13:e470-81. [PMID: 23117002 DOI: 10.1016/s1470-2045(12)70424-2] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Colon cancer is seen with increasing frequency in the Asia-Pacific region, and it is one of the most important causes of cancer mortality worldwide. This article reviews the available evidence for optimum management of colon cancer-in particular, with respect to screening and early detection of colon cancer, laparoscopic surgical treatment, adjuvant treatment of individuals with high-risk stage II and stage III cancer, palliative treatment of patients with metastatic disease, and management of resectable and potentially resectable metastases-and how these strategies can be applied in Asian countries with different levels of health-care resources and economic development, stratified by basic, limited, enhanced, and maximum resource levels.
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20
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Furiak NM, Kahle‐Wrobleski K, Callahan C, Klein TM, Klein RW, Siemers ER. Screening and treatment for Alzheimer's disease: Predicting population‐level outcomes. Alzheimers Dement 2012; 8:31-8. [DOI: 10.1016/j.jalz.2011.05.2415] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2011] [Revised: 04/28/2011] [Accepted: 05/31/2011] [Indexed: 12/15/2022]
Affiliation(s)
| | | | - Christopher Callahan
- Regenstrief Institute, Inc., Indiana University School of MedicineIndianapolisINUSA
| | | | | | - Eric R. Siemers
- Lilly Research Laboratories Eli Lilly and CompanyIndianapolisINUSA
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21
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Brenner H, Altenhofen L, Katalinic A, Lansdorp-Vogelaar I, Hoffmeister M. Sojourn time of preclinical colorectal cancer by sex and age: estimates from the German national screening colonoscopy database. Am J Epidemiol 2011; 174:1140-6. [PMID: 21984657 DOI: 10.1093/aje/kwr188] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The sojourn time of preclinical colorectal cancer is a critical parameter in modeling effectiveness and cost-effectiveness of colorectal cancer screening. For ethical reasons, it cannot be observed directly, and available estimates are based mostly on relatively small historic data sets that do not include differentiation by age and sex. The authors derived sex- and age-specific estimates (age groups: 55-59, 60-64, 65-69, 70-74, 75-79, and ≥80 years) of mean sojourn time, combining data from the German national screening colonoscopy registry (based on 1.88 million records) and data from population-based cancer registries (population base: 37.9 million people) for the years 2003-2006. Estimates of mean sojourn time were similar for both sexes and all age groups and ranged from 4.5 years (95% confidence interval: 4.1, 4.8) to 5.8 years (95% confidence interval: 5.3, 6.3) for the subgroups assessed. Sensitivity analyses indicated that mean sojourn time might be approximately 1.5 years longer if colorectal cancer prevalence in nonparticipants of screening colonoscopy is 20% lower than prevalence in participants or 1 year shorter if it exceeds the prevalence in participants by 20%. This study provides, for the first time, precise estimates of sojourn time by age and sex, and it suggests that sojourn times are remarkably consistent across age groups and in both sexes.
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Affiliation(s)
- Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer ResearchCenter, Im Neuenheimer Feld 581, Heidelberg, Germany.
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22
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Kuntz KM, Lansdorp-Vogelaar I, Rutter CM, Knudsen AB, van Ballegooijen M, Savarino JE, Feuer EJ, Zauber AG. A systematic comparison of microsimulation models of colorectal cancer: the role of assumptions about adenoma progression. Med Decis Making 2011; 31:530-9. [PMID: 21673186 DOI: 10.1177/0272989x11408730] [Citation(s) in RCA: 93] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND As the complexity of microsimulation models increases, concerns about model transparency are heightened. METHODS The authors conducted model "experiments" to explore the impact of variations in "deep" model parameters using 3 colorectal cancer (CRC) models. All natural history models were calibrated to match observed data on adenoma prevalence and cancer incidence but varied in their underlying specification of the adenocarcinoma process. The authors projected CRC incidence among individuals with an underlying adenoma or preclinical cancer v. those without any underlying condition and examined the impact of removing adenomas. They calculated the percentage of simulated CRC cases arising from adenomas that developed within 10 or 20 years prior to cancer diagnosis and estimated dwell time-defined as the time from the development of an adenoma to symptom-detected cancer in the absence of screening among individuals with a CRC diagnosis. RESULTS The 20-year CRC incidence among 55-year-old individuals with an adenoma or preclinical cancer was 7 to 75 times greater than in the condition-free group. The removal of all adenomas among the subgroup with an underlying adenoma or cancer resulted in a reduction of 30% to 89% in cumulative incidence. Among CRCs diagnosed at age 65 years, the proportion arising from adenomas formed within 10 years ranged between 4% and 67%. The mean dwell time varied from 10.6 to 25.8 years. CONCLUSIONS Models that all match observed data on adenoma prevalence and cancer incidence can produce quite different dwell times and very different answers with respect to the effectiveness of interventions. When conducting applied analyses to inform policy, using multiple models provides a sensitivity analysis on key (unobserved) "deep" model parameters and can provide guidance about specific areas in need of additional research and validation.
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Affiliation(s)
- Karen M Kuntz
- Division of Health Policy and Management, School of Public Health, University of Minnesota, Minneapolis (KMK)
| | | | - Carolyn M Rutter
- Center for Health Studies, Group Health Research Institute, Seattle, Washington (CMR, JES)
| | - Amy B Knudsen
- Institute for Technology Assessment, Massachusetts General Hospital, Boston (ABK)
| | | | - James E Savarino
- Center for Health Studies, Group Health Research Institute, Seattle, Washington (CMR, JES)
| | - Eric J Feuer
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland (EJF)
| | - Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, New York, NY (AGZ)
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Lansdorp-Vogelaar I, Knudsen AB, Brenner H. Cost-effectiveness of colorectal cancer screening. Epidemiol Rev 2011; 33:88-100. [PMID: 21633092 PMCID: PMC3132805 DOI: 10.1093/epirev/mxr004] [Citation(s) in RCA: 216] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Colorectal cancer is an important public health problem. Several screening methods have been shown to be effective in reducing colorectal cancer mortality. The objective of this review was to assess the cost-effectiveness of the different colorectal cancer screening methods and to determine the preferred method from a cost-effectiveness point of view. Five databases (MEDLINE, EMBASE, the Cost-Effectiveness Analysis Registry, the British National Health Service Economic Evaluation Database, and the lists of technology assessments of the Centers for Medicare and Medicaid Services) were searched for cost-effectiveness analyses published in English between January 1993 and December 2009. Fifty-five publications relating to 32 unique cost-effectiveness models were identified. All studies found that colorectal cancer screening was cost-effective or even cost-saving compared with no screening. However, the studies disagreed as to which screening method was most effective or had the best incremental cost-effectiveness ratio for a given willingness to pay per life-year gained. There was agreement among studies that the newly developed screening tests of stool DNA testing, computed tomographic colonography, and capsule endoscopy were not yet cost-effective compared with the established screening options.
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Affiliation(s)
- Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus MC, University Medical Center, PO Box 2040, 3000 CA Rotterdam, the Netherlands.
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The average-risk age threshold for colorectal cancer screening: should it be lowered? Dig Dis Sci 2011; 56:1249-51. [PMID: 21360278 DOI: 10.1007/s10620-011-1650-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/09/2022]
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Abstract
BACKGROUND Microsimulation models (MSMs) for health outcomes simulate individual event histories associated with key components of a disease process; these simulated life histories can be aggregated to estimate population-level effects of treatment on disease outcomes and the comparative effectiveness of treatments. Although MSMs are used to address a wide range of research questions, methodological improvements in MSM approaches have been slowed by the lack of communication among modelers. In addition, there are few resources to guide individuals who may wish to use MSM projections to inform decisions. METHODS . This article presents an overview of microsimulation modeling, focusing on the development and application of MSMs for health policy questions. The authors discuss MSM goals, overall components of MSMs, methods for selecting MSM parameters to reproduce observed or expected results (calibration), methods for MSM checking (validation), and issues related to reporting and interpreting MSM findings(sensitivity analyses, reporting of variability, and model transparency). CONCLUSIONS . MSMs are increasingly being used to provide information to guide health policy decisions. This increased use brings with it the need for both better understanding of MSMs by policy researchers, and continued improvement in methods for developing and applying MSMs.
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Affiliation(s)
- Carolyn M Rutter
- Biostatistics Unit, Group Health Research Institute, Seattle, WA USA, and Department of Biostatistics, University of Washington School of Public Health and Community Medicine, Seattle, WA USA (CMR)
| | - Alan M Zaslavsky
- Department of Health Care Policy Harvard Medical School, Boston, MA USA (AMZ)
| | - Eric J Feuer
- Statistical Research and Applications Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda MD USA (EJF)
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Abstract
This article presents a cost-effectiveness analysis of colorectal cancer screening tests that have been recommended by the United States Preventive Services Task Force, American Cancer Society US Multi-Society Task Force on Colorectal Cancer American College of Radiology, or the American College of Gastroenterology. This cost-effectiveness analysis supports a common theme of the 3 guideline groups that there are multiple acceptable colorectal cancer screening strategies (including colonoscopy). The article shows which recommended strategies are also cost-effective given a range of willingness to pay per life-year gained. The set of cost-effective strategies includes tests that primarily detect cancer early (annual sensitive fecal occult blood tests [FOBTs]; either guaiac or fecal immunochemical tests, but not Hemoccult II), as well as those that can prevent colorectal cancer (flexible sigmoidoscopy every 5 years with a frequent sensitive FOBT [but not flexible sigmoidoscopy as a standalone test], and colonoscopy). Computed tomographic colonography was not a cost-effective strategy. Stool DNA testing was not assessed in the analysis for this article.
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Affiliation(s)
- Ann G Zauber
- Department of Epidemiology and Biostatistics, Memorial Sloan-Kettering Cancer Center, 307 East 63rd Street, Room 357, New York, NY 10065, USA.
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27
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Furiak NM, Klein RW, Kahle-Wrobleski K, Siemers ER, Sarpong E, Klein TM. Modeling screening, prevention, and delaying of Alzheimer's disease: an early-stage decision analytic model. BMC Med Inform Decis Mak 2010; 10:24. [PMID: 20433705 PMCID: PMC3152764 DOI: 10.1186/1472-6947-10-24] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2009] [Accepted: 04/30/2010] [Indexed: 12/26/2022] Open
Abstract
Background Alzheimer's Disease (AD) affects a growing proportion of the population each year. Novel therapies on the horizon may slow the progress of AD symptoms and avoid cases altogether. Initiating treatment for the underlying pathology of AD would ideally be based on biomarker screening tools identifying pre-symptomatic individuals. Early-stage modeling provides estimates of potential outcomes and informs policy development. Methods A time-to-event (TTE) simulation provided estimates of screening asymptomatic patients in the general population age ≥55 and treatment impact on the number of patients reaching AD. Patients were followed from AD screen until all-cause death. Baseline sensitivity and specificity were 0.87 and 0.78, with treatment on positive screen. Treatment slowed progression by 50%. Events were scheduled using literature-based age-dependent incidences of AD and death. Results The base case results indicated increased AD free years (AD-FYs) through delays in onset and a reduction of 20 AD cases per 1000 screened individuals. Patients completely avoiding AD accounted for 61% of the incremental AD-FYs gained. Total years of treatment per 1000 screened patients was 2,611. The number-needed-to-screen was 51 and the number-needed-to-treat was 12 to avoid one case of AD. One-way sensitivity analysis indicated that duration of screening sensitivity and rescreen interval impact AD-FYs the most. A two-way sensitivity analysis found that for a test with an extended duration of sensitivity (15 years) the number of AD cases avoided was 6,000-7,000 cases for a test with higher sensitivity and specificity (0.90,0.90). Conclusions This study yielded valuable parameter range estimates at an early stage in the study of screening for AD. Analysis identified duration of screening sensitivity as a key variable that may be unavailable from clinical trials.
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Ginsberg GM, Lim SS, Lauer JA, Johns BP, Sepulveda CR. Prevention, screening and treatment of colorectal cancer: a global and regional generalized cost effectiveness analysis. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2010; 8:2. [PMID: 20236531 PMCID: PMC2850877 DOI: 10.1186/1478-7547-8-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Accepted: 03/17/2010] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Regional generalized cost-effectiveness estimates of prevention, screening and treatment interventions for colorectal cancer are presented. METHODS Standardised WHO-CHOICE methodology was used. A colorectal cancer model was employed to provide estimates of screening and treatment effectiveness. Intervention effectiveness was determined via a population state-transition model (PopMod) that simulates the evolution of a sub-regional population accounting for births, deaths and disease epidemiology. Economic costs of procedures and treatment were estimated, including programme overhead and training costs. RESULTS In regions characterised by high income, low mortality and high existing treatment coverage, the addition of screening to the current high treatment levels is very cost-effective, although no particular intervention stands out in cost-effectiveness terms relative to the others.In regions characterised by low income, low mortality with existing treatment coverage around 50%, expanding treatment with or without screening is cost-effective or very cost-effective. Abandoning treatment in favour of screening (no treatment scenario) would not be cost effective.In regions characterised by low income, high mortality and low treatment levels, the most cost-effective intervention is expanding treatment. CONCLUSIONS From a cost-effectiveness standpoint, screening programmes should be expanded in developed regions and treatment programmes should be established for colorectal cancer in regions with low treatment coverage.
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Affiliation(s)
- Gary M Ginsberg
- Costs, Effectiveness, Expenditure and Priority Setting, World Health Organization, Geneva, Switzerland
| | - Stephen S Lim
- Costs, Effectiveness, Expenditure and Priority Setting, World Health Organization, Geneva, Switzerland
| | - Jeremy A Lauer
- Costs, Effectiveness, Expenditure and Priority Setting, World Health Organization, Geneva, Switzerland
| | - Benjamin P Johns
- Costs, Effectiveness, Expenditure and Priority Setting, World Health Organization, Geneva, Switzerland
| | - Cecilia R Sepulveda
- Chronic Diseases Prevention and Management, World Health Organization, Geneva, Switzerland
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Paramore LC, Hunter CA, Luce BR, Nordyke RJ, Halbert RJ. Value of biologic therapy: a forecasting model in three disease areas. Curr Med Res Opin 2010; 26:41-51. [PMID: 19895366 DOI: 10.1185/03007990903320030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Forecast the return on investment (ROI) for advances in biologic therapies in years 2015 and 2030, based upon impact on disease prevalence, morbidity, and mortality for asthma, diabetes, and colorectal cancer. METHODS A deterministic, spreadsheet-based, forecasting model was developed based on trends in demographics and disease epidemiology. 'Return' was defined as reductions in disease burden (prevalence, morbidity, mortality) translated into monetary terms; 'investment' was defined as the incremental costs of biologic therapy advances. Data on disease prevalence, morbidity, mortality, and associated costs were obtained from government survey statistics or published literature. Expected impact of advances in biologic therapies was based on expert opinion. Gains in quality-adjusted life years (QALYs) were valued at $100,000 per QALY. RESULTS The base case analysis, in which reductions in disease prevalence and mortality predicted by the expert panel are not considered, shows the resulting ROIs remain positive for asthma and diabetes but fall below $1 for colorectal cancer. Analysis involving expert panel predictions indicated positive ROI results for all three diseases at both time points, ranging from $207 for each incremental dollar spent on biologic therapies to treat asthma in 2030, to $4 for each incremental dollar spent on biologic therapies to treat colorectal cancer in 2015. If QALYs are not considered, the resulting ROIs remain positive for all three diseases at both time points. CONCLUSIONS Society may expect substantial returns from investments in innovative biologic therapies. These benefits are most likely to be realized in an environment of appropriate use of new molecules. LIMITATIONS The potential variance between forecasted (from expert opinion) and actual future health outcomes could be significant. Similarly, the forecasted growth in use of biologic therapies relied upon unvalidated market forecasts.
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Affiliation(s)
- L Clark Paramore
- Center for Health Economics, Epidemiology & Science Policy, United BioSource Corporation, Lexington, MA 02420, USA.
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Considering Gender Differences When Planning a Screening Program. CURRENT COLORECTAL CANCER REPORTS 2010. [DOI: 10.1007/s11888-009-0035-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Abstract
Microsimulation models that describe disease processes synthesize information from multiple sources and can be used to estimate the effects of screening and treatment on cancer incidence and mortality at a population level. These models are characterized by simulation of individual event histories for an idealized population of interest. Microsimulation models are complex and invariably include parameters that are not well informed by existing data. Therefore, a key component of model development is the choice of parameter values. Microsimulation model parameter values are selected to reproduce expected or known results though the process of model calibration. Calibration may be done by perturbing model parameters one at a time or by using a search algorithm. As an alternative, we propose a Bayesian method to calibrate microsimulation models that uses Markov chain Monte Carlo. We show that this approach converges to the target distribution and use a simulation study to demonstrate its finite-sample performance. Although computationally intensive, this approach has several advantages over previously proposed methods, including the use of statistical criteria to select parameter values, simultaneous calibration of multiple parameters to multiple data sources, incorporation of information via prior distributions, description of parameter identifiability, and the ability to obtain interval estimates of model parameters. We develop a microsimulation model for colorectal cancer and use our proposed method to calibrate model parameters. The microsimulation model provides a good fit to the calibration data. We find evidence that some parameters are identified primarily through prior distributions. Our results underscore the need to incorporate multiple sources of variability (i.e., due to calibration data, unknown parameters, and estimated parameters and predicted values) when calibrating and applying microsimulation models.
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Affiliation(s)
- Carolyn M. Rutter
- Carolyn M. Rutter is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 () and Affiliate Professor, Departments of Biostatistics and Health Services, University of Washington, WA 98195. Diana L. Miglioretti is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 and Affiliate Associate Professor, Department of Biostatistics, University of Washington, WA 98195. James E. Savarino is Programmer, Group Health Center for Health Studies, Seattle, WA 98101
| | - Diana L. Miglioretti
- Carolyn M. Rutter is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 () and Affiliate Professor, Departments of Biostatistics and Health Services, University of Washington, WA 98195. Diana L. Miglioretti is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 and Affiliate Associate Professor, Department of Biostatistics, University of Washington, WA 98195. James E. Savarino is Programmer, Group Health Center for Health Studies, Seattle, WA 98101
| | - James E. Savarino
- Carolyn M. Rutter is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 () and Affiliate Professor, Departments of Biostatistics and Health Services, University of Washington, WA 98195. Diana L. Miglioretti is Senior Investigator, Group Health Center for Health Studies, Seattle, WA 98101 and Affiliate Associate Professor, Department of Biostatistics, University of Washington, WA 98195. James E. Savarino is Programmer, Group Health Center for Health Studies, Seattle, WA 98101
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Abstract
BACKGROUND AND AIMS Esophageal manometry (EM) is performed to evaluate symptoms of chest pain and dysphagia, although its clinical utility is not known. The aim of this study was to evaluate the clinical utility of EM by determining whether EM provides new information, changes diagnoses, or alters patient management. METHODS Before performing EM, referring providers noted indications for the test, symptoms, previous tests performed, and medication use. After EM was completed, a follow-up questionnaire ascertained whether EM provided new information or changed the patient's diagnosis or management plan. Patients provided demographic information. RESULTS During a 12-month period, 569 EMs were performed and 444 were available for inclusion; 286 fully completed questionnaires were returned (64%) and are the basis for this analysis. The mean age (+/-SD) at the time of manometry was 52 (+/-15) years; 58% were women; 98% were white. EM was requested to assist placement of a pH measuring device (34%), and to evaluate symptoms of dysphagia (29%), chest pain (12%), or acid reflux (11%). Overall, 64% of EM were abnormal; 81% in gastroesophageal reflux disease patients, 74% in dysphagia, and 59% in chest pain. New information was obtained in 87% of patients, whereas a change in diagnosis occurred in 30% of patients, and management changed in 44% of patients. CONCLUSIONS EM is a clinically useful test because it frequently provides new information and often changes patient diagnosis and management. The clinical utility of EM is greatest in patients with dysphagia.
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Lansdorp-Vogelaar I, van Ballegooijen M, Zauber AG, Boer R, Wilschut J, Winawer SJ, Habbema JDF. Individualizing colonoscopy screening by sex and race. Gastrointest Endosc 2009; 70:96-108, 108.e1-24. [PMID: 19467539 PMCID: PMC2805960 DOI: 10.1016/j.gie.2008.08.040] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2007] [Accepted: 08/29/2008] [Indexed: 12/22/2022]
Abstract
BACKGROUND There is increasing discussion whether colorectal cancer (CRC) screening guidelines should be individualized by sex and race. OBJECTIVES To determine individualized colonoscopic screening guidelines by sex and race for the average-risk population and to compare the cost-effectiveness of this approach with that of uniform guidelines for all. DESIGN We used the MISCAN-Colon microsimulation model to estimate life expectancy and lifetime CRC screening and treatment costs in a U.S. cohort of black and white men and women at average risk for CRC. We compared the base-case strategy of no screening and 3 competing colonoscopy strategies: (1) the currently recommended "uniform 10-yearly colonoscopy from age 50 years," (2) a shorter interval "uniform 8-yearly colonoscopy from age 51 years," and (3) "individualized screening according to sex and race." RESULTS The base-case strategy of no screening was the least expensive, yet least effective. The uniform 10-yearly colonoscopy strategy was dominated. The uniform 8-yearly colonoscopy and individualized strategies both increased life expectancy by 0.0433 to 0.0435 years per individual, at a cost of $15,565 to $15,837 per life-year gained. In the individualized strategy, blacks began screening 6 years earlier, with a 1-year shorter interval compared with whites. The individualized policies were essentially the same for men and women, because the higher CRC risk in men was offset by their shorter life expectancy. The results were robust for changes in model assumptions. CONCLUSIONS The improvements in costs and effects of individualizing CRC screening on a population level were only marginal. Individualized guidelines, however, could contribute to decreasing disparities between blacks and whites. The acceptability and feasibility of individualized guidelines, therefore, should be explored.
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Affiliation(s)
- Iris Lansdorp-Vogelaar
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
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Subramanian S, Bobashev G, Morris RJ. Modeling the Cost-Effectiveness of Colorectal Cancer Screening: Policy Guidance Based on Patient Preferences and Compliance. Cancer Epidemiol Biomarkers Prev 2009; 18:1971-8. [DOI: 10.1158/1055-9965.epi-09-0083] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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van Gils P, van den Berg M, van Kranen H, de Wit AG. A literature review of assumptions on test characteristics and adherence in economic evaluations of colonoscopy and CT-colonography screening. Eur J Cancer 2009; 45:1554-9. [DOI: 10.1016/j.ejca.2009.01.032] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2008] [Revised: 01/22/2009] [Accepted: 01/28/2009] [Indexed: 12/23/2022]
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Hassan C, Pickhardt PJ, Laghi A, Zullo A, Kim DH, Iafrate F, Di Giulio L, Morini S. Impact of whole-body CT screening on the cost-effectiveness of CT colonography. Radiology 2009; 251:156-65. [PMID: 19332851 DOI: 10.1148/radiol.2511080590] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE To analyze the impact of adding computed tomographic (CT) imaging of the chest on the clinical effectiveness and cost-effectiveness of CT colonography to determine whether performing CT colonography and whole-body CT is a more clinically and cost-effective strategy than CT colonography alone when screening average-risk subjects. MATERIALS AND METHODS A Markov model simulated the occurrence of colorectal neoplasia, extracolonic abominal-pelvic malignancy, lung cancer, coronary artery disease (CAD), and abdominal aortic aneurysm (AAA) in a cohort of 100,000 U.S. subjects aged 50 to 100 years. Cost-effectiveness of CT colonography and whole-body CT was compared with that of CT colonography alone; each test was assumed to be repeated every 10 years between ages of 50 and 80 years. RESULTS Performing CT colonography and whole-body CT was more effective and costly than was CT colonography alone. The addition of chest CT was associated with a 22% increase in efficacy (life-years gained: 14,662 vs 11,990) and with a 48% increase in cost per person ($13,605 vs $9,223). Both strategies were cost effective as compared with no screening, with an incremental cost-effectiveness ratio (ICER) of $17,672 (CT colonography alone) and $44,337 (CT colonography and whole-body CT), respectively, but performing CT colonography and whole-body CT was not a cost-effective option when compared with CT colonography alone (ICER, $164,020). This was mainly a result of the high cost of false-positive follow-up for CAD and to the poor efficacy of lung cancer screening. Expected value of perfect information was $520 per patient. CONCLUSION The addition of chest CT to CT colonography does not appear to be a cost-effective alternative. Further research is needed before whole-body CT can be recommended in clinical practice.
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Affiliation(s)
- Cesare Hassan
- Gastroenterology and Digestive Endoscopy Unit, Nuovo Regina Margherita Hospital, Via Morosini 30, 00153, Rome, Italy.
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Bentley TG, Weinstein MC, Willett WC, Kuntz KM. A cost-effectiveness analysis of folic acid fortification policy in the United States. Public Health Nutr 2009; 12:455-67. [PMID: 18590584 PMCID: PMC3856722 DOI: 10.1017/s1368980008002565] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To quantify the health and economic outcomes associated with changes in folic acid consumption following the fortification of enriched grain products in the USA. DESIGN Cost-effectiveness analysis. SETTING Annual burden of disease, quality-adjusted life years (QALY) and costs were projected for four steady-state strategies: no fortification, or fortifying with 140, 350 or 700 microg folic acid per 100 g enriched grain. The analysis considered four health outcomes: neural tube defects (NTD), myocardial infarctions (MI), colon cancers and B12 deficiency maskings. SUBJECTS The US adult population subgroups defined by age, gender and race/ethnicity, with folate intake distributions from the National Health and Nutrition Examination Surveys (1988-1992 and 1999-2000), and reference sources for disease incidence, utility and economic estimates. RESULTS The greatest benefits from fortification were predicted in MI prevention, with 16 862 and 88 172 cases averted per year in steady state for the 140 and 700 microg fortification levels, respectively. These projections were between 6261 and 38 805 for colon cancer and 182 and 1423 for NTD, while 15-820 additional B12 cases were predicted. Compared with no fortification, all post-fortification strategies provided QALY gains and cost savings for all subgroups, with predicted population benefits of 266 649 QALY gained and $3.6 billion saved in the long run by changing the fortification level from 140 microg/100 g enriched grain to 700 microg/100 g. CONCLUSIONS The present study indicates that the health and economic gains of folic acid fortification far outweigh the losses for the US population, and that increasing the level of fortification deserves further consideration to maximise net gains.
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Affiliation(s)
- Tanya Gk Bentley
- The Faculty of Arts and Sciences, Harvard University PhD Program in Health Policy, Cambridge, MA, USA
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Regge D, Hassan C, Pickhardt PJ, Laghi A, Zullo A, Kim DH, Iafrate F, Morini S. Impact of Computer-aided Detection on the Cost-effectiveness of CT Colonography. Radiology 2009; 250:488-97. [DOI: 10.1148/radiol.2502080685] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Stout NK, Knudsen AB, Kong CY, McMahon PM, Gazelle GS. Calibration methods used in cancer simulation models and suggested reporting guidelines. PHARMACOECONOMICS 2009; 27:533-45. [PMID: 19663525 PMCID: PMC2787446 DOI: 10.2165/11314830-000000000-00000] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Increasingly, computer simulation models are used for economic and policy evaluation in cancer prevention and control. A model's predictions of key outcomes, such as screening effectiveness, depend on the values of unobservable natural history parameters. Calibration is the process of determining the values of unobservable parameters by constraining model output to replicate observed data. Because there are many approaches for model calibration and little consensus on best practices, we surveyed the literature to catalogue the use and reporting of these methods in cancer simulation models. We conducted a MEDLINE search (1980 through 2006) for articles on cancer-screening models and supplemented search results with articles from our personal reference databases. For each article, two authors independently abstracted pre-determined items using a standard form. Data items included cancer site, model type, methods used for determination of unobservable parameter values and description of any calibration protocol. All authors reached consensus on items of disagreement. Reviews and non-cancer models were excluded. Articles describing analytical models, which estimate parameters with statistical approaches (e.g. maximum likelihood) were catalogued separately. Models that included unobservable parameters were analysed and classified by whether calibration methods were reported and if so, the methods used. The review process yielded 154 articles that met our inclusion criteria and, of these, we concluded that 131 may have used calibration methods to determine model parameters. Although the term 'calibration' was not always used, descriptions of calibration or 'model fitting' were found in 50% (n = 66) of the articles, with an additional 16% (n = 21) providing a reference to methods. Calibration target data were identified in nearly all of these articles. Other methodological details, such as the goodness-of-fit metric, were discussed in 54% (n = 47 of 87) of the articles reporting calibration methods, while few details were provided on the algorithms used to search the parameter space. Our review shows that the use of cancer simulation modelling is increasing, although thorough descriptions of calibration procedures are rare in the published literature for these models. Calibration is a key component of model development and is central to the validity and credibility of subsequent analyses and inferences drawn from model predictions. To aid peer-review and facilitate discussion of modelling methods, we propose a standardized Calibration Reporting Checklist for model documentation.
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Affiliation(s)
- Natasha K Stout
- Department of Ambulatory Care and Prevention, Harvard Medical School/Harvard Pilgrim Health Care, Boston, Massachusetts 02215, USA.
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Meza R, Jeon J, Moolgavkar SH, Luebeck EG. Age-specific incidence of cancer: Phases, transitions, and biological implications. Proc Natl Acad Sci U S A 2008; 105:16284-9. [PMID: 18936480 PMCID: PMC2570975 DOI: 10.1073/pnas.0801151105] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2008] [Indexed: 01/19/2023] Open
Abstract
The observation that the age-specific incidence curve of many carcinomas is approximately linear on a double logarithmic plot has led to much speculation regarding the number and nature of the critical events involved in carcinogenesis. By a consideration of colorectal and pancreatic cancers in the Surveillance Epidemiology and End Results (SEER) registry we show that the log-log model provides a poor description of the data, and that a much better description is provided by a multistage model that predicts two basic phases in the age-specific incidence curves, a first exponential phase until the age of approximately 60 followed by a linear phase after that age. These two phases in the incidence curve reflect two phases in the process of carcinogenesis. Paradoxically, the early-exponential phase reflects events between the formation (initiation) of premalignant clones in a tissue and the clinical detection of a malignant tumor, whereas the linear phase reflects events leading to initiated cells that give rise to premalignant lesions because of abrogated growth/differentiation control. This model is consistent with Knudson's idea that renewal tissue, such as the colon, is converted into growing tissue before malignant transformation. The linear phase of the age-specific incidence curve represents this conversion, which is the result of recessive inactivation of a gatekeeper gene, such as the APC gene in the colon and the CDKN2A gene in the pancreas.
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Affiliation(s)
- Rafael Meza
- *Program in Biostatistics and Biomathematics and
| | - Jihyoun Jeon
- *Program in Biostatistics and Biomathematics and
| | - Suresh H. Moolgavkar
- *Program in Biostatistics and Biomathematics and
- Exponent, Inc., 15375 SE 30th Place, Bellevue, WA 98007
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Neumann PJ, Jacobson PD, Palmer JA. Measuring the value of public health systems: the disconnect between health economists and public health practitioners. Am J Public Health 2008; 98:2173-80. [PMID: 18923123 DOI: 10.2105/ajph.2007.127134] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
We investigated ways of defining and measuring the value of services provided by governmental public health systems. Our data sources included literature syntheses and qualitative interviews of public health professionals. Our examination of the health economic literature revealed growing attempts to measure value of public health services explicitly, but few studies have addressed systems or infrastructure. Interview responses demonstrated no consensus on metrics and no connection to the academic literature. Key challenges for practitioners include developing rigorous, data-driven methods and skilled staff; being politically willing to base allocation decisions on economic evaluation; and developing metrics to capture "intangibles" (e.g., social justice and reassurance value). Academic researchers evaluating the economics of public health investments should increase focus on the working needs of public health professionals.
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Affiliation(s)
- Peter J Neumann
- Center for the Evaluation of Value and Risk in Health, Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, Boston, MA 02111, USA.
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Mavranezouli I, East JE, Taylor SA. CT colonography and cost-effectiveness. Eur Radiol 2008; 18:2485-97. [DOI: 10.1007/s00330-008-1058-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2008] [Accepted: 04/20/2008] [Indexed: 12/21/2022]
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Rundle AG, Lebwohl B, Vogel R, Levine S, Neugut AI. Colonoscopic screening in average-risk individuals ages 40 to 49 vs 50 to 59 years. Gastroenterology 2008; 134:1311-5. [PMID: 18471508 PMCID: PMC3673301 DOI: 10.1053/j.gastro.2008.02.032] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2007] [Accepted: 01/24/2008] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Screening guidelines for colorectal cancer include colonoscopy starting at age 50 years based on the prevalence of adenomas and the incidence of colon cancer at that age. However, only one prior study has investigated the prevalence of colorectal neoplasia with colonoscopic screening in asymptomatic average-risk individuals ages 40-49 years in the United States. METHODS We analyzed the results of screening colonoscopies offered to patients of a health care provider that offers screening services as part of an employer-provided wellness program. The primary end points were prevalence of adenomas and cancers for those aged 40-49 years vs those 50-59 years. RESULTS We analyzed 553 screening colonoscopies for patients ages 40-49 years and 352 screening colonoscopies for patients ages 50-59 years. In the 40-49 years age group, 79 patients (14%) had 1 or more adenomas, of which 11 (2% of screened) had an advanced neoplasm (>1 cm). In the 50-59 years age group, 56 patients (16%) had 1 or more adenomas detected. Of those patients, 13 (3.7% of screened) had an advanced neoplasm, and 1 patient (0.3%) had an adenocarcinoma detected. CONCLUSIONS We found on colonoscopic screening that the prevalence of total adenomas was similar in individuals ages 40-49 and in those 50-59 years, although the prevalence of advanced neoplasia in the 50-59 years age group may be higher than that in the 40-49 years age group.
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Affiliation(s)
- Andrew G. Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York,Herbert Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York
| | - Benjamin Lebwohl
- Department of Medicine, College of Physicians and Surgeons, Columbia University, New York
| | - Robert Vogel
- Medical Advisory Board, Executive Health Exams International, New York
| | - Stephen Levine
- Medical Advisory Board, Executive Health Exams International, New York
| | - Alfred I. Neugut
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York,Herbert Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York,Department of Medicine, College of Physicians and Surgeons, Columbia University, New York
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Braithwaite RS, Concato J, Chang CC, Roberts MS, Justice AC. A framework for tailoring clinical guidelines to comorbidity at the point of care. ACTA ACUST UNITED AC 2008; 167:2361-5. [PMID: 18039996 DOI: 10.1001/archinte.167.21.2361] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Evidence is accumulating to suggest that clinical guidelines should be modified for patients with comorbidities, yet there is no quantitative and objective approach that considers benefits together with risks. METHODS We outline a framework using a payoff time, which we define as the minimum elapsed time until the cumulative incremental benefits of a guideline exceed its cumulative incremental harms. If the payoff time of a guideline exceeds a patient's comorbidity-adjusted life expectancy, then the guideline is unlikely to offer a benefit and should be modified. We illustrate the framework by applying this method to colorectal cancer screening guidelines for 50-year-old men with human immunodeficiency virus (HIV) and 60-year-old women with congestive heart failure (CHF). RESULTS We estimated that colorectal cancer screening payoff times for 50-year-old men with HIV would range from 1.9 to 5.0 years and that colorectal cancer screening payoff times for 60-year-old women with CHF would range from 0.7 to 2.9 years. Because the payoff times for 50-year-old men with HIV were lower than their life expectancies (12.5-24.0 years), colorectal cancer screening may be beneficial for these patients. In contrast, because payoff times for 60-year-old women with CHF were sometimes greater than their life expectancies (0.6 to >5 years), colorectal cancer screening is likely to be harmful for some of these patients. CONCLUSION Use of a payoff time calculation may be a feasible framework to tailor clinical guidelines to the comorbidity profiles of individual patients.
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Affiliation(s)
- R Scott Braithwaite
- Section of General Internal Medicine, Yale University School of Medicine, West Haven Veterans Affairs Connecticut Healthcare System, VACS 11 ACSL-G, 950 Campbell Ave, West Haven, CT 06516, USA.
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Small and diminutive polyps detected at screening CT colonography: a decision analysis for referral to colonoscopy. AJR Am J Roentgenol 2008; 190:136-44. [PMID: 18094303 DOI: 10.2214/ajr.07.2646] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE The objective of this study was to assess the clinical and economic impact of colonoscopic referral for small and diminutive polyps detected at CT colonography (CTC) screening. MATERIALS AND METHODS A decision analysis model was constructed incorporating the expected polyp distribution, advanced adenoma prevalence, colorectal cancer (CRC) risk, CTC performance, and costs related to CRC screening and treatment. The model conservatively assumed that CRC risk was independent of advanced adenoma size. The number of diminutive (< or = 5 mm), small (6-9 mm), and large (> or = 10 mm) CTC-detected polyps needed to be removed to detect one advanced adenoma or prevent one CRC over a 10-year time horizon was calculated. The cost-effectiveness of polypectomy was also assessed. RESULTS The estimated 10-year CRC risk for unresected diminutive, small, and large polyps was 0.08%, 0.7%, and 15.7%, respectively. The number of diminutive, small, and large polyps needed to be removed to avoid leaving behind one advanced adenoma was 562, 71, and 2.5, respectively; similarly, 2,352, 297, and 10.7 polypectomies would be needed, respectively, to prevent one CRC over 10 years. The incremental cost-effectiveness ratio of removing all diminutive and small CTC-detected polyps was $464,407 and $59,015 per life-year gained, respectively. Polypectomy for large CTC-detected polyps yielded a cost-saving of $151 per person screened. CONCLUSION For diminutive polyps detected at CTC screening, the very low likelihood of advanced neoplasia and the high costs associated with polypectomy argue against colonoscopic referral, whereas removal of large CTC-detected polyps is highly effective. The yield of colonoscopic referral for small polyps is relatively low, suggesting that CTC surveillance may be a reasonable management option.
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Tan KY, Seow-Choen F. Prevention is better than cure: guidelines for colorectal cancer screening are missing the mark. Colorectal Dis 2007; 9:784-786. [PMID: 17931168 DOI: 10.1111/j.1463-1318.2007.01239.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- K-Y Tan
- Department of General Surgery, Colorectal Service, Alexandra Hospital, Singapore
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Henry SG, Ness RM, Stiles RA, Shintani AK, Dittus RS. A cost analysis of colonoscopy using microcosting and time-and-motion techniques. J Gen Intern Med 2007; 22:1415-21. [PMID: 17665271 PMCID: PMC2305858 DOI: 10.1007/s11606-007-0281-6] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2006] [Revised: 04/02/2007] [Accepted: 06/19/2007] [Indexed: 12/14/2022]
Abstract
BACKGROUND The cost of an individual colonoscopy is an important determinant of the overall cost and cost-effectiveness of colorectal cancer screening. Published cost estimates vary widely and typically report institutional costs derived from gross-costing methods. OBJECTIVE Perform a cost analysis of colonoscopy using micro-costing and time-and-motion techniques to determine the total societal cost of colonoscopy, which includes direct health care costs as well as direct non-health care costs and costs related to patients' time. The design is prospective cohort. The participants were 276 contacted, eligible patients who underwent colonoscopy between July 2001 and June 2002, at either a Veterans' Affairs Medical Center or a University Hospital in the Southeastern United States. MAJOR RESULTS The median direct health care cost for colonoscopy was $379 (25%, 75%; $343, $433). The median direct non-health care and patient time costs were $226 (25%, 75%; $187, $323) and $274 (25%, 75%; $186, $368), respectively. The median total societal cost of colonoscopy was $923 (25%, 75%; $805, $1047). The median direct health care, direct non-health care, patient time costs, and total costs at the VA were $391, $288, $274, and $958, respectively; analogous costs at the University Hospital were $376, $189, $368, and $905, respectively. CONCLUSION Microcosting techniques and time-and-motion studies can produce accurate, detailed cost estimates for complex medical interventions. Cost estimates that inform health policy decisions or cost-effectiveness analyses should use total costs from the societal perspective. Societal cost estimates, which include patient and caregiver time costs, may affect colonoscopy screening rates.
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Affiliation(s)
- Stephen G Henry
- Department of Medicine, University of Michigan Health System, Ann Arbor, MI, USA.
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DuPont AW, Arguedas MR, Wilcox CM. Aspirin chemoprevention in patients with increased risk for colorectal cancer: a cost-effectiveness analysis. Aliment Pharmacol Ther 2007; 26:431-441. [PMID: 17635378 DOI: 10.1111/j.1365-2036.2007.03380.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Aspirin chemoprevention combined with colonoscopy screening is not cost-effective for the general population. However, the cost-effectiveness of aspirin in individuals with prior adenoma resection has not been evaluated. AIM To evaluate the cost-effectiveness of aspirin chemoprevention alone and in combination with colonoscopy surveillance in patients with prior adenoma resection. METHODS A model of the natural history of individuals with a history of endoscopic polypectomy was constructed. Four strategies were compared: (i) no intervention, (ii) routine colonoscopy surveillance, (iii) aspirin chemoprevention alone, and (iv) aspirin therapy combined with colonoscopy. RESULTS Compared with no intervention, all other strategies were more costly but were associated with gains in years of life saved. Aspirin chemoprevention alone was associated with a gain of 0.0092 years, whereas routine colonoscopic surveillance and combination strategy were associated with further gains in years of life saved (0.0124 and 0.0138 years, respectively). Compared with no intervention, the incremental cost-effectiveness ratio of routine colonoscopy surveillance was $78,226 per year of life saved, and the incremental cost-effectiveness ratio of combination aspirin and colonoscopy was $60,942 per year of life saved. CONCLUSION Aspirin chemoprevention combined with colonoscopic surveillance in post-polypectomy patients may be considered a cost-effective strategy.
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Affiliation(s)
- A W DuPont
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Texas Medical Branch, Galveston, TX 77555-0764, USA.
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Pickhardt PJ. Colonic preparation for computed tomographic colonography: understanding the relative advantages and disadvantages of a noncathartic approach. Mayo Clin Proc 2007; 82:659-61. [PMID: 17550742 DOI: 10.4065/82.6.659] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Lilford R, Girling A, Braunholtz D, Gillett W, Gordon J, Brown CA, Stevens A. Cost-utility analysis when not everyone wants the treatment: modeling split-choice bias. Med Decis Making 2007; 27:21-6. [PMID: 17237449 DOI: 10.1177/0272989x06297099] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Not all clinically eligible patients will necessarily accept a new treatment. Cost-utility analysis recognizes this by multiplying the mean incremental expected utility (EU) by the participation rate to obtain the utility gain per head. However, the mean EU gain over all patients in a defined clinical category is traditionally used as a proxy for the mean EU gain over the subpopulation of acceptors. Even for clinically identical patients, this may lead to a biased assessment of total benefit because a patient motivated to accept the new treatment is likely to value its effects more favorably than a patient who declines. An analysis that ignores this tendency will be biased toward an underestimate of true benefits of a health technology (HT). The extent of this bias is described within a quality-adjusted life year-based utility model for a population of clinically indistinguishable patients who differ with respect to the values that they place on the possible health outcomes of an HT. The size of the bias is sensitive to the proportion of patients who accept the treatment, under both deterministic and probabilistic models of individual decision making. In all cases in which decision making is correlated with personal utility gain, the bias rises steeply as the proportion of acceptors declines.
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Affiliation(s)
- Richard Lilford
- Department of Public Health & Epidemiology, University of Birmingham, United Kingdom.
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