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Mohammadpour S, Soleimanpour S, Javan-Noughabi J, Gallehzan NA, Aboutorabi A, Jahangiri R, Bagherzadeh R, Gorman JF, Nemati A. A systemmatic literature review on indirect costs of women with breast cancer. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2022; 20:68. [PMID: 36510211 PMCID: PMC9742666 DOI: 10.1186/s12962-022-00408-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION The rising incidence of breast cancer places a financial burden on national health services and economies. The objective of this review is to present a detailed analysis of the research and literature on indirect costs of breast cancer. METHODS English literature databases from 2000 to 2020 were searched to find studies related to the objective of the present review. Study selection and data extraction was undertaken independently by two authors. Also, quality assessment was done using a checklist designed by Stunhldreher et al. RESULTS: The current study chose 33 studies that were eligible from a total of 2825 records obtained. The cost of lost productivity due to premature death based on human capital approach ranged from $22,386 to $52 billion. The cost burden from productivity lost due to premature death based on friction cost approach ranged from $1488.61 to $4,518,628.5. The cost burden from productivity lost due to morbidity with the human capital approach was reported as $126,857,360.69 to $596,659,071.28. The cost of lost productivity arising from informal caregivers with the human capital approach was $297,548.46 to $308 billion. CONCLUSION Evaluation of the existing evidence revealed the indirect costs of breast cancer in women to be significantly high. This study did a thorough review on the indirect costs associated with breast cancer in women which could serve as a guide to help pick the appropriate method for calculating the indirect costs of breast cancer based on existing methods, approach and data. There is a need for calculations to be standardised since the heterogeneity of results in different domains from various studies makes it impossible for comparisons to be made among different countries.
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Affiliation(s)
- Saeed Mohammadpour
- Department of Health Economics, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Samira Soleimanpour
- Department of Medical Library and Information Science, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran.
| | - Javad Javan-Noughabi
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Health Economics and Management Sciences, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Nasrin Aboulhasanbeigi Gallehzan
- Department of Health Economics, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Ali Aboutorabi
- Department of Health Economics, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Reza Jahangiri
- Department of Health Economics, Health Management and Economics Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Rafat Bagherzadeh
- English Language Department, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Julia F Gorman
- Graduate School of Humanities and Social Sciences, University of Melbourne, Melbourne, Australia
| | - Ali Nemati
- Department of Health Services Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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Ackerman IN, Fotis K, Pearson L, Schoch P, Broughton N, Brennan-Olsen SL, Bucknill A, Cross E, Bunting-Frame N, Page RS. Impaired health-related quality of life, psychological distress, and productivity loss in younger people with persistent shoulder pain: a cross-sectional analysis. Disabil Rehabil 2021; 44:3785-3794. [PMID: 33620022 DOI: 10.1080/09638288.2021.1887376] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
PURPOSE To investigate wellbeing and work impacts in younger people with persistent shoulder pain. MATERIALS AND METHODS People aged 20-55 years with shoulder pain of >6 weeks' duration (excluding those with recent fracture or dislocation) were recruited from orthopaedic clinics at three major public hospitals. Health-related quality of life (HRQoL) and psychological distress were evaluated using the Assessment of Quality of Life (AQoL) and K10 instruments and compared to population norms. Shoulder-related absenteeism and presenteeism were quantified using the Work Productivity and Activity Impairment (WPAI) Questionnaire. RESULTS Of the 81 participants (54% male), 69% had shoulder pain for over 12 months. Substantial HRQoL impairment was evident (mean reduction from population norms 0.33 AQoL units, 95% CI -0.38 to -0.27; minimal important difference 0.06 AQoL units). High or very high psychological distress was three times more prevalent among participants than the general population (relative risk 3.67, 95% CI 2.94 to 4.59). One-quarter of participants had ceased paid employment due to shoulder pain and 77% reported shoulder-related impairment at work. CONCLUSIONS The broader impacts of painful shoulder conditions on younger people extend well beyond pain and upper limb functional limitations. In particular, the work-related impacts should form a routine part of patient assessment and rehabilitation.Implications for rehabilitationPersistent shoulder pain in younger people (aged 20-55 years) is associated with substantially reduced health-related quality of life and greater psychological distress, compared to population norms, as well as work participation and productivity impacts.As rotator cuff conditions, shoulder capsule pathology, and glenohumeral instability are relatively common, our data suggest that persistent shoulder pain is likely to have a high community impact among people of working age.Information resources that people with painful shoulder conditions can share with their families, employers, and colleagues may assist others to better understand the broader impacts of these conditions.Work-related challenges associated with shoulder pain should be considered within routine clinical care, and may require referral to an occupational health clinician or vocational rehabilitation service.
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Affiliation(s)
- Ilana N Ackerman
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Kathy Fotis
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Lauren Pearson
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Peter Schoch
- Physiotherapy Department, Barwon Health, Geelong, Australia
| | - Nigel Broughton
- Orthopaedic Department, Frankston Hospital, Frankston, Australia.,Department of Surgery, Central Clinical School, Monash University, Melbourne, Australia
| | - Sharon L Brennan-Olsen
- Department of Medicine - Western Health, Melbourne Medical School, The University of Melbourne, Melbourne, Australia.,Australian Institute for Musculoskeletal Science, Melbourne, Australia.,School of Health and Social Development, Deakin University, Geelong, Australia.,Institute for Health Transformation, Deakin University, Geelong, Australia
| | - Andrew Bucknill
- Department of Orthopaedic Surgery, The Royal Melbourne Hospital, Melbourne, Australia.,Department of Surgery, The University of Melbourne, Melbourne, Australia
| | - Emily Cross
- Physiotherapy Department, The Royal Melbourne Hospital, Melbourne, Australia
| | | | - Richard S Page
- Barwon Centre for Orthopaedic Research and Education (B-CORE), St John of God Hospital and Barwon Health, Geelong, Australia.,School of Medicine, Deakin University, Geelong, Australia
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Almoallim H, Janoudi N, Alokaily F, Alzahrani Z, Algohary S, Alosaimi H, Attar S. Achieving comprehensive remission or low disease activity in rheumatoid patients and its impact on workability - Saudi Rheumatoid Arthritis Registry. Open Access Rheumatol 2019; 11:89-95. [PMID: 31118842 PMCID: PMC6475091 DOI: 10.2147/oarrr.s191111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Purpose Ability to work is an important endpoint in rheumatoid arthritis (RA). It is not clear what outcome measures should be used to guide treatment in order to maximize workability. This study addressed the impact of RA on workability in a Saudi population and examined the correlation between objective measures of disease activity and reduced workability. This will allow better understanding of treatment targets that will translate into improved workability. Patients and methods Data were collected through a digital patient record keeper: The Rheumatoid Arthritis Saudi Database. Male and female patients, ≥18 years of age, that met the American College for Rheumatology criteria for diagnosis of RA, were recruited, regardless of treatment. Demographic and disease-specific data were collected. Disease Activity Score-28 (DAS-28) was used to define patients as low (DAS-28 ≤3.2) vs high (DAS-28 >3.2) disease activity. Health assessment questionnaire (HAQ) score, visual analog scale (VAS) score, and musculoskeletal ultrasound 7 joint score were documented also. The work productivity and activity impairment (WPAI) score was used to measure absenteeism, presenteeism, overall work impairment, and activity impairment. DAS-28 score was correlated with WPAI score and linear regression used to identify the demographic and measures of treatment response that predict improvement in WPAI score. Results Higher absenteeism and more activity impairment were seen for patients with persistent DAS-28 >3.2 (non-achievers). HAQ and VAS scores correlated with presenteeism, overall work impairment, and activity impairment. Conclusion Disease activity, as defined by DAS-28 score, correlates with absenteeism and work impairment in a Saudi population. However, on linear regression analysis, HAQ and VAS scores were the only measures predictive of work impairment. These scores should be used to monitor response to treatment regimens that aim to maximize work potential for Saudi individuals.
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Affiliation(s)
- Hani Almoallim
- Department of Medicine, Faculty of Medicine, Umm Alqura University, Makkah, Saudi Arabia, .,Department of Medicine, Dr. Soliman Fakeeh Hospital, Jeddah, Saudi Arabia, .,Alzaidi Chair of Research in Rheumatic Diseases, Umm Alqura University, Makkah, Saudi Arabia,
| | - Nahid Janoudi
- Department of Medicine, Dr. Soliman Fakeeh Hospital, Jeddah, Saudi Arabia,
| | - Fahdah Alokaily
- Division of Rheumatology, Department of Medicine, Prince Sultan Military Medical City, Riyadh, Saudi Arabia
| | - Zeyad Alzahrani
- Department of Medicine, Faculty of King Saud bin Abdulaziz for Health Sciences, Jeddah, Saudi Arabia
| | - Shereen Algohary
- Alzaidi Chair of Research in Rheumatic Diseases, Umm Alqura University, Makkah, Saudi Arabia,
| | - Hanan Alosaimi
- Alzaidi Chair of Research in Rheumatic Diseases, Umm Alqura University, Makkah, Saudi Arabia, .,Department of Medicine, King Fahd Armed Forces Hospital, Jeddah, Saudi Arabia
| | - Suzan Attar
- Alzaidi Chair of Research in Rheumatic Diseases, Umm Alqura University, Makkah, Saudi Arabia, .,Department of Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
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Nakata K, Tsuji T, Vietri J, Jaffe DH. Work impairment, osteoarthritis, and health-related quality of life among employees in Japan. Health Qual Life Outcomes 2018; 16:64. [PMID: 29665820 PMCID: PMC5905118 DOI: 10.1186/s12955-018-0896-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 04/09/2018] [Indexed: 01/07/2023] Open
Abstract
Background Osteoarthritis (OA) is one of the most common causes of health and work impairment; however, this relationship, especially in Japan, is not well characterized. This study examined work impairment and OA in Japanese workers, specifically the relationship with health-related quality of life (HRQoL) and health status. Methods This retrospective, cross-sectional observational study included the data of employed adults with a self-reported OA diagnosis from the 2014 Japan National Health and Wellness Survey. Presenteeism and absenteeism were classified using the Work Productivity and Activity Impairment (WPAI) questionnaire for impairment at work in the past week. Outcome variables included health-related quality of life, which was measured with the revised Medical Outcomes Study 36-Item Short Form Survey Instrument Health Survey (SF-36v2), and depression symptom severity, which was assessed using the Patient Health Questionnaire-9 (PHQ-9). Results The majority (71.2%) of respondents with OA reported presenteeism, and 11.1% reported absenteeism. Presenteeism and absenteeism were both associated with younger age; a lower proportion of respondents with than without presenteeism were married or living with a partner, and a greater proportion of those with absenteeism had comorbid conditions (for all, p < 0.05). Respondents with than without presenteeism reported greater use of medications to relieve OA symptoms (37.3% versus 20.9%, p < 0.05), and those with than without absenteeism reported more frequent arthritis-related problems (p = 0.032). Among those with presenteeism, depression severity was higher (5.8 ± 6.0) than for those with no presenteeism (2.9 ± 4.3; p < 0.001). Presenteeism was associated with impairments in HRQoL on all metrics for patients with OA, with lower mental (6.4 points) and physical (4.8 points) component scores on the SF-36v2 (for all, p < 0.001). Conclusions Seven out of every 10 patients with OA experienced presenteeism, whereas one out of 10 reported absenteeism. OA respondents with presenteeism also showed greater medication use, lower HRQoL across both mental and physical components, and higher depression severity. Workplace interventions and effective treatment options are necessary strategies for improving the health of workers with OA in Japan.
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Affiliation(s)
- Ken Nakata
- Medicine for Sports and Performing Arts, Osaka University Graduate School of Medicine, Suita, Japan
| | - Toshinaga Tsuji
- Medical Affairs Department, Shionogi & Co., Ltd., Osaka, Japan
| | - Jeffrey Vietri
- Health Outcomes Practice, Kantar Health, Horsham, PA, USA
| | - Dena H Jaffe
- Health Outcomes Practice, Kantar Health, Ariel Sharon Street 4, 5230048, Tel Aviv, Israel.
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5
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Laires PA, Canhão H, Rodrigues AM, Eusébio M, Gouveia M, Branco JC. The impact of osteoarthritis on early exit from work: results from a population-based study. BMC Public Health 2018; 18:472. [PMID: 29642918 PMCID: PMC5894139 DOI: 10.1186/s12889-018-5381-1] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 03/26/2018] [Indexed: 12/25/2022] Open
Abstract
Background Osteoarthritis (OA) is a leading cause of pain and disability, which may be a source of productivity losses. The objectives of this study were to describe the impact of OA, namely through pain and physical disability, on early exit from work and to calculate its economic burden. Methods We analysed data from the national, cross-sectional, population-based EpiReumaPt study (Sep2011–Dec2013) in which 10,661 individuals were randomly surveyed in order to capture all cases of rheumatic diseases. We used all participants aged 50–64, near the official retirement age, who were clinically validated by experienced rheumatologists (n = 1286), including OA cases. A national database was used to calculate productivity values by gender, age and region, using the human capital approach. The impact of OA on the likelihood of early exit from work and the population attributable fractions used to calculate due economic burden (indirect costs) were obtained at the individual level by logistic regression. All results were based on weighted data. Results Almost one third of the Portuguese population aged 50–64 had OA (29.7%; men: 16.2% and women: 43.5%) and more than half were out of paid work (51.8%). Only knee OA is associated with early exit from work (OR: 2.25; 95%CI: 1.42–3.59; p = 0.001), whereas other OA locations did not reach any statistical difference. Furthermore, we observed an association between self-reported longstanding musculoskeletal pain (OR: 1.55; 95%CI: 1.07–2.23; p = 0.02) and pain interference (OR: 1.35; 95%CI: 1.13–1.62; p = 0.001) with early exit from work. We also detected a clear relationship between levels of disability, measured by the Health Assessment Questionnaire (HAQ), and the probability of work withdrawal. The estimated annual cost of early exit from work attributable to OA was €656 million (€384 per capita; €1294 per OA patient and €2095 per OA patient out-of-work). Conclusions In this study, we observed an association between OA and early exit from work, largely dependent on pain and disability. This relationship translates into a meaningful economic burden amounting to approximately 0.4% of the national Gross Domestic Product (GDP). The high prevalence and the impact of this disabling chronic disease highlight the need to prioritize policies targeting early exit from work in OA.
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Affiliation(s)
- Pedro A Laires
- Faculdade de Medicina da Universidade de Lisboa, Lisbon Academic Medical Center, Lisbon, Portugal. .,Centro de Investigação em Saúde Pública, Escola Nacional de Saúde Pública, Lisbon, Portugal. .,EpiReumaPt Study Group, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal.
| | - Helena Canhão
- EpiReumaPt Study Group, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal.,Chronic Diseases Research Center (CEDOC), NOVA Medical School, Universidade Nova de Lisboa (NMS/UNL), Lisbon, Portugal
| | - Ana M Rodrigues
- Faculdade de Medicina da Universidade de Lisboa, Lisbon Academic Medical Center, Lisbon, Portugal.,EpiReumaPt Study Group, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal
| | - Mónica Eusébio
- EpiReumaPt Study Group, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal
| | - Miguel Gouveia
- Catolica Lisbon School of Business and Economics, Lisbon, Portugal
| | - Jaime C Branco
- EpiReumaPt Study Group, Sociedade Portuguesa de Reumatologia, Lisbon, Portugal.,Chronic Diseases Research Center (CEDOC), NOVA Medical School, Universidade Nova de Lisboa (NMS/UNL), Lisbon, Portugal.,Rheumatology Department, Hospital Egas Moniz, Centro Hospitalar Lisboa Ocidental (CHLO- E.P.E.), Lisbon, Portugal
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6
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Sharif B, Garner R, Hennessy D, Sanmartin C, Flanagan WM, Marshall DA. Productivity costs of work loss associated with osteoarthritis in Canada from 2010 to 2031. Osteoarthritis Cartilage 2017; 25:249-258. [PMID: 27666512 DOI: 10.1016/j.joca.2016.09.011] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Revised: 09/06/2016] [Accepted: 09/18/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To estimate and project the productivity costs of work loss (PCWL) associated with osteoarthritis (OA) in Canada using the Population Health Model (POHEM). DESIGN We integrated an employment module based on 2006 Canadian Census into the previously developed microsimulation model of OA. The Canadian Community Health Survey (CCHS) Cycle 2.1 with an OA sample aged 25-64 (n = 7067) was used to calibrate the results of the employment module and to estimate the fraction of non-employment associated with OA. Probabilities of non-employment together with attributable fractions were then implemented in POHEM to estimate PCWL associated with OA from 2010 to 2031. RESULTS Among the OA population, 44.4% and 59.4% of non-employment due to illness was associated with OA for those not working full-year and part-year, respectively. According to POHEM projections, the size of the working age population with OA increased from 1.5 million in 2010 to 1.7 million in 2031. The PCWL associated with OA increased from $12 billion to $17.5 billion in constant 2008 Canadian dollars. Around 38% of this increase was due to the increase in OA prevalence and changes in demographics, while the rest was due to increase in real wage growth. Male and female OA patients between 55 and 64 years of age had the highest total projected PCWL, respectively. CONCLUSIONS The total PCWL associated with OA in Canada is estimated to be substantial and increasing in future years. Results of this study could be used to inform policies aiming to increase employment sustainability among individuals with OA.
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Affiliation(s)
- B Sharif
- Department of Community Health Sciences, University of Calgary, Calgary, Canada.
| | - R Garner
- Health Analysis Division, Statistics Canada, Ottawa, Canada.
| | - D Hennessy
- Health Analysis Division, Statistics Canada, Ottawa, Canada.
| | - C Sanmartin
- Health Analysis Division, Statistics Canada, Ottawa, Canada.
| | - W M Flanagan
- Health Analysis Division, Statistics Canada, Ottawa, Canada.
| | - D A Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, Canada.
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Salmon JH, Rat AC, Sellam J, Michel M, Eschard JP, Guillemin F, Jolly D, Fautrel B. Economic impact of lower-limb osteoarthritis worldwide: a systematic review of cost-of-illness studies. Osteoarthritis Cartilage 2016; 24:1500-8. [PMID: 27034093 DOI: 10.1016/j.joca.2016.03.012] [Citation(s) in RCA: 136] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 02/18/2016] [Accepted: 03/13/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE An overview of the economic consequences - overall costs as well as cost breakdown (direct and indirect) - of hip and knee osteoarthritis (OA) worldwide. METHODS A systematic literature search of EMBASE, MEDLINE, Scopus and Cochrane databases for articles was performed independently by two rheumatologists who used the same predefined eligible criteria. Papers without abstracts and in languages other than English or French were excluded. Extracted costs were converted to an annual cost and to 2013 euros (€) by using the Consumer Price Index of the relevant countries and the 2013 Purchasing Power Parities between these countries and the European Union average. RESULTS A total of 45 abstracts were selected, and 32 articles were considered for the review. The studied populations were heterogeneous: administrative, hospital and national health survey data. Annual total costs per patient ranged from 0.7 to 12 k€, direct costs per patient from 0.5 to 10.9 k€ and indirect costs per patient from 0.2 to 12.3 k€. The weighted average annual costs per patient living with knee and hip OA were 11.1, 9.5 and 4.4 k€ for total, direct and indirect costs, respectively. CONCLUSIONS This review highlights the heterogeneity of studies and lack of methodologic consensus to obtain reliable cost-of-illness estimates for lower-limb OA. However, costs induced by the disease seem substantial and deserve to be more extensively explored.
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Affiliation(s)
- J H Salmon
- Rheumatology Department, Maison Blanche Hospital, Reims University Hospitals, Reims, F-51092, France; University of Reims Champagne-Ardenne, Faculty of Medicine, EA 3797, Reims, F-51095, France.
| | - A C Rat
- Rheumatology Department, CHU de Nancy, Hôpitaux de Brabois, Vandoeuvre-lès-Nancy, France; Université de Lorraine, Université Paris Descartes, Apemac, EA4360, 54000, Nancy, France; INSERM, CIC-EC 1433, 54000, Nancy, France.
| | - J Sellam
- Rheumatology Department, Saint-Antoine Hospital, Inserm UMR S_938, Sorbonne Universités UPMC Univ Paris 06, Assistance Publique - Hôpitaux de Paris (AP-HP), DHU i2B, Paris, France.
| | - M Michel
- Rheumatology Department, Maison Blanche Hospital, Reims University Hospitals, Reims, F-51092, France.
| | - J P Eschard
- Rheumatology Department, Maison Blanche Hospital, Reims University Hospitals, Reims, F-51092, France.
| | - F Guillemin
- Université de Lorraine, Université Paris Descartes, Apemac, EA4360, 54000, Nancy, France; INSERM, CIC-EC 1433, 54000, Nancy, France.
| | - D Jolly
- University of Reims Champagne-Ardenne, Faculty of Medicine, EA 3797, Reims, F-51095, France; Department of Research and Innovation, Robert Debré Hospital, Reims University Hospitals, Reims, F-51092, France.
| | - B Fautrel
- Rheumatology Department, Université Pierre et Marie Curie Curie - Paris 6, GRC08, Institut Pierre Louis de d'Epidémiologie et Santé Publique, Pitié-Salpêtrière Hospital, 47-83 Boulevard de l'Hôpital, 75013, Paris, France.
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Lo TKT, Parkinson L, Cunich M, Byles J. Cost of arthritis: a systematic review of methodologies used for direct costs. Expert Rev Pharmacoecon Outcomes Res 2015; 16:51-65. [PMID: 26618446 DOI: 10.1586/14737167.2016.1126513] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
A substantial amount of healthcare and costs are attributable to arthritis, which is a very common chronic disease. This paper presents the results of a systematic review of arthritis cost studies published from 2008 to 2013. MEDLINE, Embase, EconLit databases were searched, as well as governmental and nongovernmental organization websites. Seventy-one reports met the inclusion/exclusion criteria, and 24 studies were included in the review. Among these studies, common methods included the use of individual-level data, bottom-up costing approach, use of both an arthritis group and a control group to enable incremental cost computation of the disease, and use of regression methods such as generalized linear models and ordinary least squares regression to control for confounding variables. Estimates of the healthcare cost of arthritis varied considerably across the studies depending on the study methods, the form of arthritis and the population studied. In the USA, for example, the estimated healthcare cost of arthritis ranged from $1862 to $14,021 per person, per year. The reviewed study methods have strengths, weaknesses and potential improvements in relation to estimating the cost of disease, which are outlined in this paper. Caution must be exercised when these methods are applied to cost estimation and monitoring of the economic burden of arthritis.
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Affiliation(s)
- T K T Lo
- a Research Centre for Gender, Health and Ageing , The University of Newcastle , Callaghan , Australia
| | - Lynne Parkinson
- b Central Queensland University , School of Human Health and Social Sciences , Rockhampton , Australia
| | - Michelle Cunich
- c Faculty of Pharmacy , Charles Perkins Centre, The University of Sydney , Camperdown , Australia.,d School of Medicine and Public Health, Faculty of Health and Medicine , The University of Newcastle , Callaghan , Australia
| | - Julie Byles
- a Research Centre for Gender, Health and Ageing , The University of Newcastle , Callaghan , Australia
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9
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Laires PA, Canhão H, Gouveia M. Indirect costs associated with early exit from work attributable to rheumatic diseases. Eur J Public Health 2015; 25:677-82. [DOI: 10.1093/eurpub/cku241] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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10
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Kruntorádová K, Klimeš J, Šedová L, Štolfa J, Doležal T, Petříková A. Work Productivity and Costs Related to Patients with Ankylosing Spondylitis, Rheumatoid Arthritis, and Psoriasis. Value Health Reg Issues 2014; 4:100-106. [DOI: 10.1016/j.vhri.2014.07.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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11
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Medical and Productivity Costs of Rheumatoid Arthritis in The Czech Republic: Cost-of-Illness Study Based on Disease Severity. Value Health Reg Issues 2014; 4:75-81. [PMID: 29702811 DOI: 10.1016/j.vhri.2014.07.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE International pharmacoeconomic studies suggest that functional impairment can be a significant predictor for the evaluation of direct and productivity costs for rheumatoid arthritis (RA). We calculated the direct and productivity costs for five Health Assessment Questionnaire (HAQ) groups of patients (HAQ scores <0.6, 0.6 ≥ 1.1, 1.1 ≥ 1.6, 1.6 ≥ 2.1, and ≥2.1) in the Czech Republic. METHODS This was a retrospective cross-sectional study. We included 261 patients with RA, aged 18 to 84 years. We applied a bottom-up method by retrospectively reviewing individual patient medical records. Patients' demographic characteristics, patient-reported outcome, and clinical parameters were gathered at the time of data collection. For the calculation of productivity costs, we used the friction cost approach, based on patient absenteeism with a friction period of 130 workdays, with average monthly income used as the denominator. Costs were expressed as a mean value per patient with RA in each HAQ group. RESULTS Mean patient age was 56.4 years. average time from diagnosis was 14.5 years, the mean HAQ score was 1.15, and the Disease Activity Score in 28 joints was 3.45. A total of 47.5% patients were treated with biologics. Mean annual direct medical costs for each HAQ group were €5315, €7357, €7697, €7716, and €8968, respectively. The mean annual indirect costs associated with productivity loss were €1414, €1459, €1610, €1876, and €2307, respectively. CONCLUSIONS Direct costs and productivity costs for patients with RA are closely related to the value of the HAQ score. The annual mean total (direct plus productivity) costs per patient 1) treated with biologics, 2) without biologic treatment, and 3) from the overall cohort were €14,763, €3,559, and €8,882, respectively.
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12
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Neogi T. The epidemiology and impact of pain in osteoarthritis. Osteoarthritis Cartilage 2013; 21:1145-53. [PMID: 23973124 PMCID: PMC3753584 DOI: 10.1016/j.joca.2013.03.018] [Citation(s) in RCA: 958] [Impact Index Per Article: 87.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2013] [Revised: 03/27/2013] [Accepted: 03/29/2013] [Indexed: 02/02/2023]
Abstract
Osteoarthritis (OA) is the most common form of arthritis and a leading cause of disability worldwide, largely due to pain, the primary symptom of the disease. The pain experience in knee OA in particular is well-recognized as typically transitioning from intermittent weight-bearing pain to a more persistent, chronic pain. Methods to validly assess pain in OA studies have been developed to address the complex nature of the pain experience. The etiology of pain in OA is recognized to be multifactorial, with both intra-articular and extra-articular risk factors. Nonetheless, greater insights are needed into pain mechanisms in OA to enable rational mechanism-based management of pain. Consequences of pain related to OA contribute to a substantial socioeconomic burden.
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Affiliation(s)
- T Neogi
- Clinical Epidemiology Research and Training Unit, Boston University School of Medicine, Boston, MA 02118, USA.
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Busija L, Osborne RH, Roberts C, Buchbinder R. Systematic review showed measures of individual burden of osteoarthritis poorly capture the patient experience. J Clin Epidemiol 2013; 66:826-37. [DOI: 10.1016/j.jclinepi.2013.03.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2012] [Revised: 03/09/2013] [Accepted: 03/18/2013] [Indexed: 11/16/2022]
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Zhao FL, Xie F, Hu H, Li SC. Transferability of indirect cost of chronic disease: a systematic review and meta-analysis. PHARMACOECONOMICS 2013; 31:501-508. [PMID: 23620212 DOI: 10.1007/s40273-013-0053-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND Indirect cost is an important component in economic evaluations. The variation in the magnitude of indirect costs across studies and countries is substantial and affects the transferability of results across jurisdictions. OBJECTIVE This study explored the factors involved in the variation of reported indirect cost and investigated the feasibility of transferring indirect costs across settings. METHODS A systematic literature review was conducted to identify studies estimating indirect costs for four selected chronic diseases, namely, asthma (AS), diabetes (DI), rheumatoid arthritis (RA) and schizophrenia (SC). A multiple linear regression analysis was run to identify the factors that potentially explain the variation in reported indirect costs. Parametric (fixed- and random-effect models) and non-parametric (bootstrapping method) meta-analyses were applied to local gross domestic product (GDP)/capita-adjusted indirect costs for each disease. Results from the three different analytical methods were compared to ascertain the robustness of estimation. RESULTS The systematic literature review identified 77 articles that reported indirect costs of AS (n = 18), DI (n = 20), RA (n = 25) and SC (n = 14) for literature synthesis. Substantial inter- and intra-disease variations among the indirect cost studies were observed with respect to geographic distribution, methodology and magnitude of cost estimation. Regression analysis showed that disease categories and local GDP/capita significantly (p < 0.001) contributed to the variance of indirect cost. The range of intra-disease variation in indirect costs was substantially reduced after adjusting by and expressing values as local GDP/capita. The GDP-adjusted indirect cost in terms of percentage of local GDP/capita of AS was the lowest and that of SC was the highest. Bootstrapping estimation was relatively conservative, with slightly wider confidence intervals (CIs) than the parametric method, with a mean (95 % CI) of 2.12 % (1.4089-2.9332) for AS, 10.65 % (7.215-14.7438) for DI, 21.98 % (17.4360-27.0631) for RA, and 79.19 % (52.4243-117.833) for SC. CONCLUSION It would be convenient and feasible to construct a universal reference range of indirect cost for a specific disease based on existing data and present this as a percentage of local GDP to assist local decision making in jurisdictions where indirect cost data are not available.
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Affiliation(s)
- Fei-Li Zhao
- School of Biomedical Sciences and Pharmacy, University of Newcastle, R108, MS building, University of Newcastle, Callaghan, NSW 2308, Australia
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Modena V, Bianchi G, Roccatello D. Cost-effectiveness of biologic treatment for rheumatoid arthritis in clinical practice: an achievable target? Autoimmun Rev 2012; 12:835-8. [PMID: 23219766 DOI: 10.1016/j.autrev.2012.11.009] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The burden of illness of rheumatoid arthritis (RA) falls on patients, families and society through the direct costs, indirect costs, and intangible costs. A large number of RA cost-of-illness studies have been performed in recent decades with discrepant results due to patient heterogeneity, and different health-care organization, employment rate or social support, job opportunities, and methodologies used to calculate the costs. The greatest burden of RA is the indirect and the intangible costs, but how to estimate them remains controversial. The systematic use of traditional disease modifying anti rheumatic drugs has changed the evolution of the disease. However, a considerable improvement in the management of RA has been obtained since the advent of biologic response modifiers. The use of these drugs, which have demonstrated greater efficacy than conventional therapies, have tripled the direct costs of RA, which rose from about € 4000 to roughly € 12,000, in a period of five years, from 2000 to 2005. The present paper is aimed to examine the effects of this change in therapeutic strategy.
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Affiliation(s)
- Vittorio Modena
- Department of Rare, Immunologic, Hematologic Diseases and Transfusion Medicine, Research Center of Immunopathology and Rare Diseases (CMID), Giovanni Bosco Hospital and University of Turin, Italy.
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Aspects médico-économiques de la polyarthrite rhumatoïde. BULLETIN DE L ACADEMIE NATIONALE DE MEDECINE 2012. [DOI: 10.1016/s0001-4079(19)31711-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Dibonaventura MD, Gupta S, McDonald M, Sadosky A, Pettitt D, Silverman S. Impact of self-rated osteoarthritis severity in an employed population: cross-sectional analysis of data from the national health and wellness survey. Health Qual Life Outcomes 2012; 10:30. [PMID: 22420468 PMCID: PMC3342113 DOI: 10.1186/1477-7525-10-30] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2011] [Accepted: 03/15/2012] [Indexed: 12/17/2022] Open
Abstract
Background Although osteoarthritis (OA) often affects older persons, it has a profound effect on individuals actively employed. Despite reports of reduced productivity among workers with OA, data are limited regarding the impact of OA among workers. The objective of this study was to evaluate the impact of self-rated OA severity on quality of life, healthcare resource utilization, productivity and costs in an employed population relative to employed individuals without OA. Methods This cross-sectional analysis used data derived from the 2009 National Health and Wellness Survey (NHWS). Multivariable analyses characterized outcomes and costs (direct medical costs and indirect) among workers (full-time, part-time, or self-employed) ≥ 20 years of age who were diagnosed with OA and who self-rated their OA severity as mild, moderate, or severe relative to workers without OA. Evaluated outcomes included productivity, assessed using the Work Productivity and Impairment (WPAI) scale; health-related quality of life, using the SF-12v2 Health Survey; and healthcare resource utilization. Results 4,876 workers reported being diagnosed with OA (45.0% mild, 45.9% moderate, and 9.1% severe); 34,896 workers comprised the non-OA comparator cohort. There was a greater proportion of females in the OA cohort (55.5% vs 45.6%; P < 0.0001) and more individuals in the 40-64 year and ≥ 65 year age ranges (P < 0.0001). As OA severity increased, workers reported more frequent pain, poorer quality of life, greater use of specific healthcare resources (hospitalizations) and reduced productivity. All outcomes indicated a significantly greater burden among workers with OA relative to those without OA (P < 0.0001). Estimated total annual costs per worker were $9,801 for mild OA, $14,761 for moderate OA, $22,111 for severe OA compared with $7,901 for workers without OA (P < 0.0001). Conclusions Workers with OA were characterized by significant disease and economic burdens relative to workers without OA that substantially increased with greater self-rated OA severity. Greater levels of OA severity were associated with reductions in quality of life and productivity, and increases in healthcare resource utilization and costs.
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Zhang W, Bansback N, Boonen A, Severens JL, Anis AH. Development of a composite questionnaire, the valuation of lost productivity, to value productivity losses: application in rheumatoid arthritis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2012; 15:46-54. [PMID: 22264971 DOI: 10.1016/j.jval.2011.07.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2011] [Revised: 07/15/2011] [Accepted: 07/20/2011] [Indexed: 05/06/2023]
Abstract
OBJECTIVE Existing productivity questionnaires do not capture sufficient information to enable the proper valuation of an individual's productivity loss to a society. The purpose of this article is to develop a questionnaire that captures the time lost from work due to a health problem and job and workplace characteristics so that the value of productivity loss to society can be calculated. METHODS First, a questionnaire battery was developed by selecting items from existing productivity questionnaires. Next, items with similar content were identified and duplications were eliminated. Third, the draft questionnaire's feasibility was pretested in a focus group (n = 15). Finally, after appropriate refinements, its applicability was tested in 140 employed patients with rheumatoid arthritis recruited from a cohort in the United Kingdom. Multipliers relating the wage to marginal productivity were also derived using the questionnaire. RESULTS The final questionnaire includes items on employment status; absenteeism; presenteeism; unpaid work; and job characteristics, which includes questions on team dynamics, availability of substitutes and their substitutability, time sensitivity, and compensation mechanisms. The importance of incorporating these questions demonstrated that when one employee was absent, or present at work but unable to work at full capacity, the consequent output loss could exceed the output of the employee alone. Multipliers were shown to be greater than one and represented the excess output loss. CONCLUSIONS The new questionnaire enabled the job and workplace characteristics to be captured so that the actual productivity loss at the societal level attributable to absenteeism and presenteeism could be valued.
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Affiliation(s)
- Wei Zhang
- Centre for Health Evaluation & Outcome Sciences, St. Paul's Hospital, Vancouver, BC, Canada
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Economic consequences and potential benefits. Best Pract Res Clin Rheumatol 2011; 25:607-24. [DOI: 10.1016/j.berh.2011.10.001] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2011] [Accepted: 10/11/2011] [Indexed: 11/21/2022]
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Dibonaventura MD, Gupta S, McDonald M, Sadosky A. Evaluating the health and economic impact of osteoarthritis pain in the workforce: results from the National Health and Wellness Survey. BMC Musculoskelet Disord 2011; 12:83. [PMID: 21527024 PMCID: PMC3110556 DOI: 10.1186/1471-2474-12-83] [Citation(s) in RCA: 82] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2010] [Accepted: 04/28/2011] [Indexed: 11/30/2022] Open
Abstract
Background There has been increasing recognition that osteoarthritis (OA) affects younger individuals who are still participants in the workforce, but there are only limited data on the contribution of OA pain to work productivity and other outcomes in an employed population. This study evaluated the impact of OA pain on healthcare resource utilization, productivity and costs in employed individuals. Methods Data were derived from the 2009 National Health and Wellness Survey. Univariable and multivariable analyses were used to characterize employed individuals (full-time, part-time, or self-employed) ≥20 years of age who were diagnosed with OA and had arthritis pain in the past month relative to employed individuals not diagnosed with OA or not experiencing arthritis pain in the past month. Work productivity was assessed using the Work Productivity and Activity Impairment (WPAI) questionnaire; health status was assessed using the physical (PCS) and mental component summary (MCS) scores from the SF-12v2 Health Survey and SF-6D health utilities; and healthcare utilization was evaluated by type and number of resources within the past 6 months. Direct and indirect costs were estimated and compared between the two cohorts. Results Individuals with OA pain were less likely to be employed. Relative to workers without OA pain (n = 37,599), the OA pain cohort (n = 2,173) was significantly older (mean age 52.1 ± 11.5 years vs 41.4 ± 13.2 years; P < 0.0001) and with a greater proportion of females (58.2% vs 45.9%; P < 0.0001). OA pain resulted in greater work impairment than among workers without OA pain (34.4% versus 17.8%; P < 0.0001), and was primarily due to presenteeism (impaired activity while at work). Health status, assessed both by the SF-12v2 and the SF-6D was significantly poorer among workers with OA pain (P < 0.0001), and healthcare resource utilization was significantly higher (P < 0.0001) than workers without OA pain. Total costs were higher in the OA pain cohort ($15,047 versus $8,175; P < 0.0001), driven by indirect costs that accounted for approximately 75% of total costs. Conclusions A substantial proportion of workers suffer from OA pain. After controlling for confounders, the impact of OA pain was significant, resulting in lower productivity and higher costs.
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Anis A, Zhang W, Emery P, Sun H, Singh A, Freundlich B, Sato R. The effect of etanercept on work productivity in patients with early active rheumatoid arthritis: results from the COMET study. Rheumatology (Oxford) 2009; 48:1283-9. [PMID: 19690125 DOI: 10.1093/rheumatology/kep239] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES To compare the impact of the combination of etanercept (ETN) and MTX with MTX alone on work productivity among MTX-naïve patients with active early RA over a 12-month period. METHODS The COMET (COmbination of Methotrexate and ETanercept) trial was a 2-year double-blind randomized clinical trial. Absenteeism during the first year was measured and it included: (i) number of missed workdays; (ii) reduced working time; and (iii) number of stopped workdays. Each absenteeism measure was estimated using a mixed model, and their variations were estimated by bootstrapping. As a sensitivity analysis, the lost workdays due to presenteeism (reduced performance at work) was also estimated. RESULTS Two hundred and five patients [MTX (n = 100) vs ETN + MTX (n = 105)], who were working full time or part time at baseline and had at least one follow-up observation, were included in the analysis. Compared with the MTX group, the ETN + MTX group had a maximum of 37 fewer missed workdays or at minimum 22 fewer missed workdays. The associated productivity gain equalled 2586 pounds and 1555 pounds, respectively. When additionally accounting for presenteeism, the total improvement could be as high as 42 (95% CI 16, 69) fewer lost workdays representing a productivity gain of 2968 pounds. CONCLUSIONS Our results demonstrated that early treatment with ETN + MTX led to a significant attenuation of absenteeism among patients with early active RA. These productivity gains represent benefit beyond the traditional measures of clinical and radiographic improvements. Further research to simultaneously measure both absenteeism and presenteeism is warranted.
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Affiliation(s)
- Aslam Anis
- School of Population and Public Health, University of British Columbia, Vancouver, Canada.
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Leuchten N, Aringer M. [Rheumatoid arthritis today]. Internist (Berl) 2008; 49:1471-80; quiz 1481. [PMID: 18985308 DOI: 10.1007/s00108-008-2228-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Advances in the therapy of rheumatoid arthritis with disease modifying antirheumatic drugs (DMARD) such as methotrexate and biological response modifiers in particular, have turned a chronic progressive disease with significant invalidity and mortality into one that can be well controlled. To prevent irreversible damage, early diagnosis is essential. DMARD therapy needs to be instituted within three months after symptom onset - a clinical and organisational challenge. Long term DMARD therapy is monitored using standardized scores and modified whenever not sufficiently successful. Analgesia, physiotherapy and occupational therapy as well as orthopaedic surgery play important roles in the management of rheumatoid arthritis. Consequent multimodal therapy can decisively influence the course of the disease and prevent or at least minimize damage.
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Affiliation(s)
- N Leuchten
- Medizinische Klinik und Poliklinik III, Universitätsklinikum Carl Gustav Carus, Technische Universität Dresden, Dresden, Deutschland
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