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Tompa E, Mofidi A, Song C, Arrandale V, Jardine KJ, Davies H, Tenkate T, Demers PA. Break-even Analysis of Respirable Crystalline Silica (RCS) Exposure Interventions in the Construction Sector. J Occup Environ Med 2021; 63:e792-e800. [PMID: 34739444 DOI: 10.1097/jom.0000000000002375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We investigated long-term economic impacts of respirable crystalline silica (RCS) removal interventions in the construction at the societal level. METHODS We estimated costs and benefits of two RCS exposure interventions, use of "respirators" and "wet method," over a 30-year time period. We identified economic impacts of the interventions under four different scenarios. RESULTS Under current practices, we estimated that approximately 125 lung cancer cases attributable to RCS exposure would arise in 2060. Under the full exposure removal scenario, we estimated there would be 53 new cases. Over the 30-year time period, the estimated cumulative averted cases are 787 and 482 for respirators and wet method, respectively, which amount to net benefits of $422.13 and $394.92 million. CONCLUSIONS Findings provide important information for policymakers seeking to reduce the economic burden of occupational lung cancer in society.
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Affiliation(s)
- Emile Tompa
- Institute for Work & Health, Toronto, Ontario, Canada (Dr Tompa and Dr Mofidi); Department of Economics, McMaster University, Hamilton, Ontario, Canada (Dr Tompa); Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (Dr Tompa, Dr Arrandale, and Dr Demers); Occupational Cancer Research Centre, Ontario Health, Toronto, Ontario, Canada (Dr Arrandale, Dr Demers, Ms Jardine, and Mr Song); School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada (Dr Davies); School of Occupational and Public Health, Ryerson University, Toronto, Ontario, Canada (Dr Tenkate)
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Borrelli E, Babcock Z, Kogut S. Costs of medical care for mesothelioma. Rare Tumors 2019; 11:2036361319863498. [PMID: 31360386 PMCID: PMC6637828 DOI: 10.1177/2036361319863498] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 06/20/2019] [Indexed: 02/06/2023] Open
Abstract
Malignant mesothelioma is a rare and devastating form of cancer with an increasing economic burden. We sought to describe the direct cost burden of mesothelioma to the US health system. A systematic literature review was performed to locate published estimates of the medical cost of mesothelioma. In addition, we performed an analysis of hospital discharge data from the National Inpatient Sample, Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality. We also reviewed publicly available legal settlements. We found that published estimates of the cost of medical care for mesothelioma are sparse, and differ with respect to nation, timeframe, and types of cost included. For the year 2014 in the United States, we estimated a mean cost per mesothelioma hospitalization of US$24,124 (95% confidence interval: US$20,819–US$28,983) and a total cost for hospital care of US$44,214,835. In conclusion, we found that reports describing the direct medical cost of care for mesothelioma in the United States are lacking, yet the per-patient cost of care is substantial, as evidenced by analyses of inpatient care and legal settlements.
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Affiliation(s)
- Eric Borrelli
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
| | - Zachary Babcock
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
| | - Stephen Kogut
- Program in Health Outcomes Research, College of Pharmacy, The University of Rhode Island, Kingston, RI, USA
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Pike J, Grosse SD. Friction Cost Estimates of Productivity Costs in Cost-of-Illness Studies in Comparison with Human Capital Estimates: A Review. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2018; 16:765-778. [PMID: 30094591 PMCID: PMC6467569 DOI: 10.1007/s40258-018-0416-4] [Citation(s) in RCA: 116] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Cost-of-illness (COI) studies often include the 'indirect' cost of lost production resulting from disease, disability, and premature death, which is an important component of the economic burden of chronic conditions assessed from the societal perspective. In most COI studies, productivity costs are estimated primarily as the economic value of production forgone associated with loss of paid employment (foregone gross earnings); some studies include the imputed value of lost unpaid work as well. This approach is commonly but imprecisely referred to as the human capital approach (HCA). However, there is a lack of consensus among health economists as to how to quantify loss of economic productivity. Some experts argue that the HCA overstates productivity losses and propose use of the friction cost approach (FCA) that estimates societal productivity loss as the short-term costs incurred by employers in replacing a lost worker. This review sought to identify COI studies published during 1995-2017 that used the FCA, with or without comparison to the HCA, and to compare FCA and HCA estimates from those studies that used both approaches. We identified 80 full COI studies (of which 75% focused on chronic conditions), roughly 5-8% of all COI studies. The majority of those studies came from three countries, Canada, Germany, and the Netherlands, that have officially endorsed use of the FCA. The FCA results in smaller productivity loss estimates than the HCA, although the differential varied widely across studies. Lack of standardization of HCA and FCA methods makes productivity cost estimates difficult to compare across studies.
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Affiliation(s)
- Jamison Pike
- Centers for Disease Control and Prevention, National Center for Immunization and Respiratory Diseases, 1600 Clifton Road NE, MS A-19, Atlanta, GA, 30329-4027, USA.
| | - Scott D Grosse
- Centers for Disease Control and Prevention, National Center on Birth Defects and Developmental Disabilities, Atlanta, GA, USA
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Chouaid C, Assié JB, Andujar P, Blein C, Tournier C, Vainchtock A, Scherpereel A, Monnet I, Pairon JC. Determinants of malignant pleural mesothelioma survival and burden of disease in France: a national cohort analysis. Cancer Med 2018; 7:1102-1109. [PMID: 29479845 PMCID: PMC5911629 DOI: 10.1002/cam4.1378] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2017] [Revised: 12/03/2017] [Accepted: 12/04/2017] [Indexed: 01/02/2023] Open
Abstract
This study was undertaken to determine the healthcare burden of malignant pleural mesothelioma (MPM) in France and to analyze its associations with socioeconomic deprivation, population density, and management outcomes. A national hospital database was used to extract incident MPM patients in years 2011 and 2012. Cox models were used to analyze 1- and 2-year survival according to sex, age, co-morbidities, management, population-density index, and social deprivation index. The analysis included 1,890 patients (76% men; age: 73.6 ± 10.0 years; 84% with significant co-morbidities; 57% living in urban zones; 53% in highly underprivileged areas). Only 1% underwent curative surgical procedure; 65% received at least one chemotherapy cycle, 72% of them with at least one pemetrexed and/or bevacizumab administration. One- and 2-year survival rates were 64% and 48%, respectively. Median survival was 14.9 (95% CI: 13.7-15.7) months. The mean cost per patient was 27,624 ± 17,263 euros (31% representing pemetrexed and bevacizumab costs). Multivariate analyses retained men, age >70 years, chronic renal failure, chronic respiratory failure, and never receiving pemetrexed as factors of poor prognosis. After adjusting the analysis to age, sex, and co-morbidities, living in rural/semi-rural area was associated with better 2-year survival (HR: 0.83 [95% CI: 0.73-0.94]; P < 0.01); social deprivation index was not significantly associated with survival. With approximately 1,000 new cases per year in France, MPMs represents a significant national health care burden. Co-morbidities, sex, age, and living place appear to be significant factors of prognosis.
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Affiliation(s)
- Christos Chouaid
- GRC OncoThoParisEstService de Pneumologie, CHI CréteilUPECCréteilFrance
| | | | - Pascal Andujar
- Inserm U955Institut Santé Travail Paris EstService de Pneumologie et de Pathologie ProfessionnelleCHI CréteilCréteilFrance
| | | | | | | | - Arnaud Scherpereel
- Thoracic Oncology DepartmentUniversity of LilleCHU Lille, CIIL, Inserm U1019CréteilFrance
| | - Isabelle Monnet
- GRC OncoThoParisEstService de Pneumologie, CHI CréteilUPECCréteilFrance
| | - Jean Claude Pairon
- Inserm U955Institut Santé Travail Paris EstService de Pneumologie et de Pathologie ProfessionnelleCHI CréteilCréteilFrance
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Wranik WD, Muir A, Hu M. Costs of productivity loss due to occupational cancer in Canada: estimation using claims data from Workers' Compensation Boards. HEALTH ECONOMICS REVIEW 2017; 7:9. [PMID: 28188606 PMCID: PMC5307412 DOI: 10.1186/s13561-017-0145-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 01/20/2017] [Indexed: 06/06/2023]
Abstract
INTRODUCTION Cancer is a leading cause of illness globally, yet our understanding of the financial implications of cancer caused by working conditions and environments is limited. The goal of this study is to estimate the costs of productivity losses due to occupational cancer in Canada, and to evaluate the factors associated with these costs. METHODS Two sources of data are used: (i) Individual level administrative claims data from the Workers Compensation Board of Nova Scotia; and (ii) provincial aggregated cancer claims statistics from the Association of Workers Compensation Boards of Canada. Benefits paid to claimants are based on actuarial estimates of wage-loss, but do not include medical costs that are covered by the Canadian publicly funded healthcare system. Regional claims level data are used to estimate the total and average (per claim) cost of occupational cancer to the insurance system, and to assess which characteristics of the claim/claimant influence costs. Cost estimates from one region are weighted using regional multipliers to adjust for system differences between regions, and extrapolated to estimate national costs of occupational cancer. RESULTS/DISCUSSION We estimate that the total cost of occupational cancer to the Workers' Compensation system in Canada between 1996 and 2013 was $1.2 billion. The average annual cost was $68 million. The cancer being identified as asbestos related were significantly positively associated with costs, whereas the age of the claimant was significantly negatively associated with costs. The industry type/region, injury type or part of body affected by cancer were not significant cost determinants. CONCLUSION Given the severity of the cancer burden, it is important to understand the financial implications of the disease on workers. Our study shows that productivity losses associated with cancer in the workplace are not negligible, particularly for workers exposed to asbestos.
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Affiliation(s)
- W Dominika Wranik
- School of Public Administration, Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada.
| | - Adam Muir
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Min Hu
- Department of Economics, Dalhousie University, Halifax, NS, Canada
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Serrier H, Sultan-Taïeb H, Luce D, Béjean S. [Respiratory cancers attributable to occupational exposures: what is the cost to society in France]. SANTE PUBLIQUE (VANDOEUVRE-LES-NANCY, FRANCE) 2017; 29:509-524. [PMID: 29034666 DOI: 10.3917/spub.174.0509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
OBJECTIVE To estimate the social cost of respiratory cancers attributable to occupational risk factors in France in 2010. METHODS We estimated the number of cases of respiratory cancers attributable to each identified occupational risk factor according to the attributable fractions method. We also estimated direct (costs of hospital stays, drugs, outpatient care) and indirect costs (production losses) related to morbidity (absenteeism and presenteeism) and mortality (years of lost production). Production losses for paid work and unpaid domestic activities were taken into account. RESULTS The social cost of respiratory cancers (lung, larynx, sinonasal, pleural mesothelioma) attributable to exposure to asbestos, chromium, diesel engine exhaust, polycyclic aromatic hydrocarbons, painting occupations (unidentified carcinogen), crystalline silica, wood and leather dust in France in 2010 was estimated to be between €960 and 1,866 million. The cost of lung cancer represents between €804 and 1,617 million. The three risk factors with the greatest impact are asbestos (€530 to 890 million), diesel engine exhaust (€227 to 394 million), and crystalline silica (€116 to 268 million). CONCLUSION These results provide a conservative estimate of the public health and economic burden of respiratory cancers attributable to occupational risk factors from a societal perspective.
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GARCÍA-GÓMEZ M, GARRIDO RURBANOS, LÓPEZ RCASTAÑEDA, MENÉNDEZ-NAVARRO A. Medical costs of asbestos-related diseases in Spain between 2004 and 2011. INDUSTRIAL HEALTH 2017; 55:3-12. [PMID: 27334423 PMCID: PMC5285309 DOI: 10.2486/indhealth.2016-0021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/13/2016] [Accepted: 06/14/2016] [Indexed: 06/06/2023]
Abstract
The objective of this article was to estimate the medical costs derived from malignant ARD treatment in the Spanish National Health System (NHS) between 2004 and 2011. Estimation of direct healthcare costs was based on national primary data on the cost of specialized care for inpatients and outpatients treated at NHS hospitals and on national and regional secondary data on costs of primary healthcare and pharmaceutical prescriptions. A prevalence approach was used to estimate the overall burden of ARDs. Direct medical costs of 37,557 ARDs attended in Spanish NHS facilities in 2004-2011 were estimated at 464 million euros; specialist care accounted for 50.9% of total costs, primary healthcare 10.15%, and drug prescription 38.9%. The cost was 27.8-fold higher in males than in females. Bronchopulmonary cancers represented the greatest healthcare cost, 281 million euros. The cost of delivering healthcare to ARDs victims in Spain has a negative economic impact on the NHS due to the gross under-recognition of occupational victims under the Spanish National Insurance System.
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Nay O, Béjean S, Benamouzig D, Bergeron H, Castel P, Ventelou B. Achieving universal health coverage in France: policy reforms and the challenge of inequalities. Lancet 2016; 387:2236-49. [PMID: 27145707 DOI: 10.1016/s0140-6736(16)00580-8] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Since 1945, the provision of health care in France has been grounded in a social conception promoting universalism and equality. The French health-care system is based on compulsory social insurance funded by social contributions, co-administered by workers' and employers' organisations under State control and driven by highly redistributive financial transfers. This system is described frequently as the French model. In this paper, the first in The Lancet's Series on France, we challenge conventional wisdom about health care in France. First, we focus on policy and institutional transformations that have affected deeply the governance of health care over past decades. We argue that the health system rests on a diversity of institutions, policy mechanisms, and health actors, while its governance has been marked by the reinforcement of national regulation under the aegis of the State. Second, we suggest the redistributive mechanisms of the health insurance system are impeded by social inequalities in health, which remain major hindrances to achieving objectives of justice and solidarity associated with the conception of health care in France.
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Affiliation(s)
- Olivier Nay
- University of Paris 1 Panthéon-Sorbonne, Paris, France.
| | | | - Daniel Benamouzig
- Centre National de la Recherche Scientifique (CNRS), Paris, France; Sciences Po, Paris, France
| | - Henri Bergeron
- Centre National de la Recherche Scientifique (CNRS), Paris, France; Sciences Po, Paris, France
| | | | - Bruno Ventelou
- Aix-Marseille University, School of Economics, Marseille, France; Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France
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Arrieta O, Ramírez-Tirado LA, Báez-Saldaña R, Peña-Curiel O, Soca-Chafre G, Macedo-Perez EO. Different mutation profiles and clinical characteristics among Hispanic patients with non-small cell lung cancer could explain the "Hispanic paradox". Lung Cancer 2015; 90:161-6. [PMID: 26358312 DOI: 10.1016/j.lungcan.2015.08.010] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Revised: 08/04/2015] [Accepted: 08/16/2015] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Sixteen percent of US population is Hispanic, mostly Mexican. Recently, two independent American reports demonstrated a higher overall survival (OS) in Hispanic populations compared with non-Hispanic-white populations (NHW) with non-small-cell lung cancer (NSCLC), even when most Hispanic patients are diagnosed at advanced disease stages and have lower income status. We analyzed the clinical, pathological, and molecular characteristics as well as outcomes in a cohort of NSCLC Hispanic patients from the National Cancer Institute of Mexico that could explain this "Hispanic Paradox". MATERIAL AND METHODS A cohort of 1260 consecutive NSCLC patients treated at the National Cancer Institute of Mexico from 2007 to 2014 was analyzed. Their clinical-pathological characteristics, the presence of EGFR and KRAS mutations and the prognosis were evaluated. RESULTS Patients presented with disease stages II, IIIa, IIIb and IV at rates of 0.6, 4.8, 18.4 and 76.3%, respectively. NSCLC was associated with smoking in only 56.5% of the patients (76.7% of male vs. 33.0% of female patients). Wood smoke exposure (WSE) was associated with 37.2% of the cases (27.3% in men vs. 48.8% in women). The frequency of EGFR mutations was 27.0% (18.5% in males vs. 36.9% in females, p<0.001) and the frequency for KRAS mutations was 10.5% (10.3% men vs. 10.1% in women p=0.939). The median OS for all patients was 23.0 [95% CI 19.4-26.2], whereas for patients at stage IV, it was 18.5 months [95% CI 15.2-21.8]. The independent factors associated with the OS were the ECOG, disease stage, EGFR and KRAS mutation status. CONCLUSION The high frequency of EGFR mutations and low frequency of KRAS mutations in Hispanic populations and different prevalence in lung cancer-related-developing risk factors compared with Caucasian populations, such as the lower frequency of smoking exposure and higher WSE, particularly in women, might explain the prognosis differences between foreign-born-Hispanics, US-born-Hispanics and NHWs.
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Affiliation(s)
- Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute of Mexico, INCan, Mexico City, Mexico; Experimental Oncology Laboratory, INCan, Mexico City, Mexico.
| | | | - Renata Báez-Saldaña
- Department of Oncology, National Institute of Respiratory Diseases Ismael Cosío Villegas, Mexico City, Mexico
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Hashim D, Boffetta P. Occupational and environmental exposures and cancers in developing countries. Ann Glob Health 2015; 80:393-411. [PMID: 25512155 DOI: 10.1016/j.aogh.2014.10.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Over the past few decades, there has been a decline in cancers attributable to environmental and occupational carcinogens of asbestos, arsenic, and indoor and outdoor air pollution in high-income countries. For low- to middle-income countries (LMICs), however, these exposures are likely to increase as industrialization expands and populations grow. OBJECTIVE The aim of this study was to review the evidence on the cancer risks and burdens of selected environmental and occupational exposures in less-developed economies. FINDINGS A causal association has been established between asbestos exposure and mesothelioma and lung cancer. For arsenic exposure, there is strong evidence of bladder, skin, lung, liver, and kidney cancer effects. Women are at the highest risk for lung cancer due to indoor air pollution exposure; however, the carcinogenic effect on the risk for cancer in children has not been studied in these countries. Cancer risks associated with ambient air pollution remain the least studied in LMICs, although reported exposures are higher than World Health Organization, European, and US standards. Although some associations between lung cancer and ambient air pollutants have been reported, studies in LMICs are weak or subject to exposure misclassification. For pulmonary cancers, tobacco smoking and respiratory diseases have a positive synergistic effect on cancer risks. CONCLUSIONS A precise quantification of the burden of human cancer attributable to environmental and occupational exposures in LMICs is uncertain. Although the prevalence of carcinogenic exposures has been reported to be high in many such countries, the effects of the exposures have not been studied due to varying country-specific limitations, some of which include lack of resources and government support.
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Affiliation(s)
- Dana Hashim
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY.
| | - Paolo Boffetta
- Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, NY
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Wissinger E, Griebsch I, Lungershausen J, Foster T, Pashos CL. The economic burden of head and neck cancer: a systematic literature review. PHARMACOECONOMICS 2014; 32:865-82. [PMID: 24842794 PMCID: PMC4153967 DOI: 10.1007/s40273-014-0169-3] [Citation(s) in RCA: 119] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND This systematic literature review aimed to evaluate and summarize the existing evidence on resource use and costs associated with the diagnosis and treatment of head and neck cancer (HNC) in adult patients, to better understand the currently available data. The costs associated with HNC are complex, as the disease involves multiple sites, and treatment may require a multidisciplinary medical team and different treatment modalities. METHODS Databases (MEDLINE and Embase) were searched to identify studies published in English between October 2003 and October 2013 analyzing the economics of HNC in adult patients. Additional relevant publications were identified through manual searches of abstracts from recent conference proceedings. RESULTS Of 606 studies initially identified, 77 met the inclusion criteria and were evaluated in the assessment. Most included studies were conducted in the USA. The vast majority of studies assessed direct costs of HNC, such as those associated with diagnosis and screening, radiotherapy, chemotherapy, surgery, side effects of treatment, and follow-up care. The costs of treatment far exceeded those for other aspects of care. There was considerable heterogeneity in the reporting of economic outcomes in the included studies; truly comparable cost data were sparse in the literature. Based on these limited data, in the US costs associated with systemic therapy were greater than costs for surgery or radiotherapy. However, this trend was not seen in Europe, where surgery incurred a higher cost than radiotherapy with or without chemotherapy. CONCLUSIONS Most studies investigating the direct healthcare costs of HNC have utilized US databases of claims to public and private payers. Data from these studies suggested that costs generally are higher for HNC patients with recurrent and/or metastatic disease, for patients undergoing surgery, and for those patients insured by private payers. Further work is needed, particularly in Europe and other regions outside the USA; prospective studies assessing the cost associated with HNC would allow for more systematic comparison of costs, and would provide valuable economic information to payers, providers, and patients.
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Affiliation(s)
| | | | | | | | - Chris L. Pashos
- UBC: An Express Scripts Company, 430 Bedford Street, Suite 100, Lexington, MA 02420 USA
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Niedhammer I, Sultan-Taïeb H, Chastang JF, Vermeylen G, Parent-Thirion A. Response to the letter to the editor by Latza et al.: Indirect evaluation of attributable fractions for psychosocial work exposures: a difficult research area. Int Arch Occup Environ Health 2013; 87:805-8. [PMID: 24287961 DOI: 10.1007/s00420-013-0920-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2013] [Accepted: 11/07/2013] [Indexed: 11/30/2022]
Affiliation(s)
- Isabelle Niedhammer
- INSERM, U1018, CESP Centre for Research in Epidemiology and Population Health, Epidemiology of Occupational and Social Determinants of Health Team, Villejuif, France,
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