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Wu M, Brazier JE, Kearns B, Relton C, Smith C, Cooper CL. Examining the impact of 11 long-standing health conditions on health-related quality of life using the EQ-5D in a general population sample. Eur J Health Econ 2015; 16:141-51. [PMID: 24408476 PMCID: PMC4339694 DOI: 10.1007/s10198-013-0559-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Accepted: 12/18/2013] [Indexed: 05/27/2023]
Abstract
OBJECTIVES Health-related quality of life (HRQoL) measures have been increasingly used in economic evaluations for policy guidance. We investigate the impact of 11 self-reported long-standing health conditions on HRQoL using the EQ-5D in a UK sample. METHODS We used data from 13,955 patients in the South Yorkshire Cohort study collected between 2010 and 2012 containing the EQ-5D, a preference-based measure. Ordinary least squares (OLS), Tobit and two-part regression analyses were undertaken to estimate the impact of 11 long-standing health conditions on HRQoL at the individual level. RESULTS The results varied significantly with the regression models employed. In the OLS and Tobit models, pain had the largest negative impact on HRQoL, followed by depression, osteoarthritis and anxiety/nerves, after controlling for all other conditions and sociodemographic characteristics. The magnitude of coefficients was higher in the Tobit model than in the OLS model. In the two-part model, these four long-standing health conditions were statistically significant, but the magnitude of coefficients decreased significantly compared to that in the OLS and Tobit models and was ranked from pain followed by depression, anxiety/nerves and osteoarthritis. CONCLUSIONS Pain, depression, osteoarthritis and anxiety/nerves are associated with the greatest losses of HRQoL in the UK population. The estimates presented in this article should be used to inform economic evaluations when assessing health care interventions, though improvements can be made in terms of diagnostic information and obtaining longitudinal data.
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Affiliation(s)
- Mengjun Wu
- Institute of Mental Health, University of Nottingham, Innovation Park, Jubilee Campus, Triumph Road, Nottingham, NG7 2TU, UK,
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Abstract
BACKGROUND Contingent valuation (CV) is used to estimate the willingness to pay (WTP) of consumers for specific attributes to improve the quality of health care they received in three hospitals in Bangladesh. METHODS Random sample of 252 patients were interviewed to measure their willingness to pay for seven specified improvements in the quality of delivered medical care. Partial tobit regression and corresponding marginal effects analysis were used to analyze the data and obtain WTP estimates. RESULTS Patients are willing to pay more if their satisfaction with three attributes of care are increased. These are: a closer doctor-patient relationship, increased drug availability and increased chances of recovery. The doctor patient relationship is considered most important by patients and exhibited the highest willingness to pay. CONCLUSIONS This study provides important information to policy makers about the monetary valuation of patients for improvements in certain attributes of health care in Bangladesh.
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Affiliation(s)
- Md Sadik Pavel
- Department of Economics, Shahjalal University of Science & Technology, Sylhet, 3114, Bangladesh.
| | - Sayan Chakrabarty
- Department of Economics, Shahjalal University of Science & Technology, Sylhet, 3114, Bangladesh.
- Australian Digital Futures Institute (ADFI), University of Southern Queensland, Toowoomba, QLD, 4350, Australia.
- Australian Centre for Sustainable Business and Development, University of Southern Queensland, Springfield, QLD, 4300, Australia.
| | - Jeff Gow
- School of Commerce, University of Southern Queensland, Toowoomba, QLD, 4350, Australia.
- Research Associate, Health Economics and HIV/AIDS Research Division (HEARD), University of KwaZulu-Natal, Westville Campus, Durban, South Africa.
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Lebioda A, Gasche D, Dippel FW, Theobald K, Plantör S. Relevance of indirect comparisons in the German early benefit assessment and in comparison to HTA processes in England, France and Scotland. Health Econ Rev 2014; 4:31. [PMID: 26208931 PMCID: PMC4502065 DOI: 10.1186/s13561-014-0031-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Early benefit assessment in Germany under the legislative framework of AMNOG (Arzneimittelmarktneuordnungsgesetz) requires direct comparisons of the new drug with appropriate comparators determined by the Federal Joint Committee (G-BA). In case no head-to-head studies are available for direct comparisons, the submission of indirect comparisons is permitted to assess the additional benefit of the new drug. However, the Institute for Quality and Efficiency in Health Care (IQWiG) states a clear preference for head-to-head trials and defines strict requirements for indirect comparisons to be considered in the benefit assessment. Similar requirements also exist in other countries with mandatory health technology assessments (HTA), like France, England and Scotland. Our evaluation shows that a comparison of the different HTA regarding indirect comparisons is difficult. Overall, external preconditions and methodological requirements are demanding and hardly to fulfill by pharmaceutical companies for implementation of indirect comparisons in early benefit assessment. The determination of the appropriate comparators, outcomes, patient subgroups and study choice are the main target within indirect comparisons for the future. To compare and assess submitted indirect comparisons it would be desirable that a transparent process was established, including the mandatory publication of HTA-reports within Europe and international guidelines, accepted by a large number of HTA-agencies.
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Affiliation(s)
- Andrea Lebioda
- />Health Economics & Outcomes Research, Real World Evidence Solutions, IMS Health GmbH & Co. OHG, Munich, Germany
| | - David Gasche
- />Health Economics & Outcomes Research, Real World Evidence Solutions, IMS Health, S.A., Barcelona, Spain
| | - Franz-Werner Dippel
- />Sanofi-Aventis Deutschland GmbH, Evidence based Medicine & Health Economy, Berlin, Germany
| | - Karlheinz Theobald
- />Sanofi-Aventis Deutschland GmbH, Evidence based Medicine & Health Economy, Frankfurt am Main, Germany
| | - Stefan Plantör
- />Health Economics & Outcomes Research, Real World Evidence Solutions, IMS Health GmbH & Co. OHG, Munich, Germany
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Touchon J, Lachaine J, Beauchemin C, Granghaud A, Rive B, Bineau S. The impact of memantine in combination with acetylcholinesterase inhibitors on admission of patients with Alzheimer's disease to nursing homes: cost-effectiveness analysis in France. Eur J Health Econ 2014; 15:791-800. [PMID: 23928827 PMCID: PMC4201748 DOI: 10.1007/s10198-013-0523-y] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Accepted: 07/10/2013] [Indexed: 05/22/2023]
Abstract
The costs associated with the care of Alzheimer's disease patients are very high, particularly those associated with nursing home placement. The combination of a cholinesterase inhibitor (ChEI) and memantine has been shown to significantly delay admission to nursing homes as compared to treatment with a ChEI alone. The objective of this cost-effectiveness analysis was to evaluate the economic impact of the concomitant use of memantine and ChEI compared to ChEI alone. Markov modelling was used in order to simulate transitions over time among three discrete health states (non-institutionalised, institutionalised and deceased). Transition probabilities were obtained from observational studies and French national statistics, utilities from a previous US survey and costs from French national statistics. The analysis was conducted from societal and healthcare system perspectives. Mean time to nursing home admission was 4.57 years for ChEIs alone and 5.54 years for combination therapy, corresponding to 0.98 additional years, corresponding to a gain in quality adjusted life years (QALYs) of 0.25. From a healthcare system perspective, overall costs were €98,609 for ChEIs alone and €90,268 for combination therapy, representing cost savings of €8,341. From a societal perspective, overall costs were €122,039 and €118,721, respectively, representing cost savings of €3,318. Deterministic and probabilistic (Monte Carlo simulations) sensitivity analyses indicated that combination therapy would be the dominant strategy in most scenarios. In conclusion, combination therapy with memantine and a ChEI is a cost-saving alternative compared to ChEI alone as it is associated with lower cost and increased QALYs from both a societal and a healthcare perspective.
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Affiliation(s)
- Jacques Touchon
- Faculty of Medicine, University of Montpellier, Montpellier, France
| | - Jean Lachaine
- Faculty of Pharmacy, University of Montreal, Montreal, QC Canada
| | | | - Anna Granghaud
- Market Access Department, Lundbeck SAS, Issy-Les-Moulineaux, France
| | - Benoit Rive
- Global Outcomes Research Division, Lundbeck SAS, 43-45, Quai du Président Roosevelt, 92445 Issy-Les-Moulineaux, France
| | - Sébastien Bineau
- Global Outcomes Research Division, Lundbeck SAS, 43-45, Quai du Président Roosevelt, 92445 Issy-Les-Moulineaux, France
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Ruof J, Schwartz FW, Schulenburg JM, Dintsios CM. Early benefit assessment (EBA) in Germany: analysing decisions 18 months after introducing the new AMNOG legislation. Eur J Health Econ 2014; 15:577-89. [PMID: 23771769 PMCID: PMC4059963 DOI: 10.1007/s10198-013-0495-y] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2012] [Accepted: 05/28/2013] [Indexed: 05/12/2023]
Abstract
OBJECTIVES Since the introduction of the German health care reform in January 2011, an early benefit assessment (EBA) is required for all new medicines. Pharmaceutical manufacturers have to submit a benefit dossier for evaluation by the Institute for Quality and Efficiency in Health Care (IQWiG). A final decision is made by the Federal Joint Committee (G-BA). The aim of this investigation was to analyse the outcomes 18 months after introduction of the new legislation and to identify critical areas requiring further discussion and development. METHODS All EBAs commenced prior to June 2012 were included. The G-BA website was used to obtain manufacturers' benefit dossiers, IQWiG assessments, and G-BA decisions. Four areas of interest were analysed: levels of additional benefit, appropriate comparative therapy (ACT), patient-relevant endpoints, and adverse events. RESULTS Twenty-seven EBAs were analysed. IQWiG stated a benefit in 50% of EBAs, whereas G-BA stated a benefit in 63%, but only in 50% of identified subgroups and 40% of patients involved. In 12 EBAs, the ACT suggested by G-BA differed from the comparator used in phase III trials. The G-BA reported no benefits on health-related quality of life. Discrepancies arose in morbidity outcomes such as 'progression-free survival' and 'sustained virological response'. Categorisation and balancing of adverse events was conducted within various assessments. CONCLUSIONS Considerable variance was observed in the levels of additional benefit reported by pharmaceutical manufacturers, IQWiG and G-BA. The areas of disagreement included ACT selection, definition of subgroups and patient-relevant endpoints, and classification and balancing of adverse events.
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Affiliation(s)
- Jörg Ruof
- Roche Pharma AG, Emil-Barrell-Str. 1, 79639, Grenzach-Wyhlen, Germany,
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Leśniowska J, Schubert A, Wojna M, Skrzekowska-Baran I, Fedyna M. Costs of diabetes and its complications in Poland. Eur J Health Econ 2014; 15:653-60. [PMID: 23820625 PMCID: PMC4059958 DOI: 10.1007/s10198-013-0513-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2012] [Accepted: 06/12/2013] [Indexed: 05/18/2023]
Abstract
OBJECTIVE Diabetes mellitus (DM) is a major health problem with severe complications and a significant impact on quality of life. It constitutes an enormous burden of disease due to high prevalence, severe co-morbidities and high costs for society. This study is the first comprehensive study on the direct and indirect costs of DM (type 1 and type 2) and associated complications in Poland. METHODS In order to estimate the direct medical costs of DM and its complications, including the costs of medical consultation, hospitalisation, rehabilitation, drugs and medical equipment, data from the National Health Fund were used. Indirect costs on loss of productivity due to diabetes and its complications were based on data obtained from the ZUS (Social Insurance Institution) and from GUS (Poland's Central Statistical Office). Attributable risk methodology was used to assess the burden of DM complications. RESULTS A continuous increase of the direct costs of diabetes has been observed since the year 2005. In the analysed time period (2005-2009) the direct costs of medical services for both types of DM doubled. DM is a cause of significant sickness absence and incapacity for work and therefore is associated with a growing productivity decline in Poland. The highest direct costs and indirect costs are associated with treatment of diabetes-related complications. Direct costs of hospital complication treatment were EUR 332 million, which exceeded by more than five times the direct costs of hospital treatment of diabetes per se, which in the same year amounted to EUR 58.5 million. The indirect costs of diabetes-related complications were higher by 41% compared with indirect costs related to DM itself. Total costs of health care services for DM and its complications amounted to EUR 654 million, which constitutes a 2.8% of total health care costs in Poland. Total DM cost in Poland in 2009 amounted EURO 1.5 billion. CONCLUSIONS DM is causing a growing economic burden on the health care system and on Polish society in terms of health care and productivity losses. Most of the total cost of diabetes are indirect costs caused by productivity losses. Both direct and indirect costs are driven by the cost of diabetes complications.
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Affiliation(s)
- Joanna Leśniowska
- Koźminski University, 57/59 Jagiellońska St., 03-301, Warsaw, Poland,
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Guerriero C, Cairns J, Roberts I, Rodgers A, Whittaker R, Free C. The cost-effectiveness of smoking cessation support delivered by mobile phone text messaging: Txt2stop. Eur J Health Econ 2013; 14:789-97. [PMID: 22961230 PMCID: PMC3751449 DOI: 10.1007/s10198-012-0424-5] [Citation(s) in RCA: 102] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2011] [Accepted: 08/16/2012] [Indexed: 05/13/2023]
Abstract
BACKGROUND The txt2stop trial has shown that mobile-phone-based smoking cessation support doubles biochemically validated quitting at 6 months. This study examines the cost-effectiveness of smoking cessation support delivered by mobile phone text messaging. METHODS The lifetime incremental costs and benefits of adding text-based support to current practice are estimated from a UK NHS perspective using a Markov model. The cost-effectiveness was measured in terms of cost per quitter, cost per life year gained and cost per QALY gained. As in previous studies, smokers are assumed to face a higher risk of experiencing the following five diseases: lung cancer, stroke, myocardial infarction, chronic obstructive pulmonary disease, and coronary heart disease (i.e. the main fatal or disabling, but by no means the only, adverse effects of prolonged smoking). The treatment costs and health state values associated with these diseases were identified from the literature. The analysis was based on the age and gender distribution observed in the txt2stop trial. Effectiveness and cost parameters were varied in deterministic sensitivity analyses, and a probabilistic sensitivity analysis was also performed. FINDINGS The cost of text-based support per 1,000 enrolled smokers is £16,120, which, given an estimated 58 additional quitters at 6 months, equates to £278 per quitter. However, when the future NHS costs saved (as a result of reduced smoking) are included, text-based support would be cost saving. It is estimated that 18 LYs are gained per 1,000 smokers (0.3 LYs per quitter) receiving text-based support, and 29 QALYs are gained (0.5 QALYs per quitter). The deterministic sensitivity analysis indicated that changes in individual model parameters did not alter the conclusion that this is a cost-effective intervention. Similarly, the probabilistic sensitivity analysis indicated a >90 % chance that the intervention will be cost saving. INTERPRETATION This study shows that under a wide variety of conditions, personalised smoking cessation advice and support by mobile phone message is both beneficial for health and cost saving to a health system.
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Affiliation(s)
- Carla Guerriero
- Health Services Research and Policy, London School of Hygiene and Tropical Medicine, London, UK.
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Katona K, Canoy M. Welfare standards in hospital mergers. Eur J Health Econ 2013; 14:573-86. [PMID: 22688439 PMCID: PMC3691487 DOI: 10.1007/s10198-012-0403-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2011] [Accepted: 05/14/2012] [Indexed: 06/01/2023]
Abstract
There is a broad literature on the consequences of applying different welfare standards in merger control. Total welfare is usually defined as the sum of consumer and provider surplus, i.e., potential external effects are not considered. The general result is then that consumer welfare is a more restrictive standard than total welfare, which is advantageous in certain situations. This relationship between the two standards is not necessarily true when the merger has significant external effects. We model mergers on hospital markets and allow for not-profit-maximizing behavior of providers and mandatory health insurance. Mandatory health insurance detaches the financial and consumption side of health care markets, and the concept consumer in merger control becomes non-evident. Patients not visiting the merging hospitals still are affected by price changes through their insurance premiums. External financial effects emerge on not directly affected consumers. We show that applying a restricted interpretation of consumer (neglecting externality) in health care merger control can reverse the relation between the two standards; consumer welfare standard can be weaker than total welfare. Consequently, applying the wrong standard can lead to both clearing socially undesirable and to blocking socially desirable mergers. The possible negative consequences of applying a simple consumer welfare standard in merger control can be even stronger when hospitals maximize quality and put less weight on financial considerations. We also investigate the implications of these results for the practice of merger control.
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Affiliation(s)
- Katalin Katona
- Dutch Healthcare Authority, PO Box 3017, 3502 GA Utrecht, The Netherlands
- TILEC, Tilburg University, PO Box 90153, 5000 LE Tilburg, The Netherlands
| | - Marcel Canoy
- TILEC, Tilburg University, PO Box 90153, 5000 LE Tilburg, The Netherlands
- Ecorys, Watermanweg 44, 3067 GG Rotterdam, The Netherlands
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Yuda M. The impacts of recent smoking control policies on individual smoking choice: the case of Japan. Health Econ Rev 2013; 3:4. [PMID: 23497490 PMCID: PMC3606835 DOI: 10.1186/2191-1991-3-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Accepted: 02/22/2013] [Indexed: 05/28/2023]
Abstract
UNLABELLED This article comprehensively examines the impact of recent smoking control policies in Japan, increases in cigarette taxes and the enforcement of the Health Promotion Law, on individual smoking choice by using multi-year and nationwide individual survey data to overcome the analytical problems of previous Japanese studies. In the econometric analyses, I specify a simple binary choice model based on a random utility model to examine the effects of smoking control policies on individual smoking choice by employing the instrumental variable probit model to control for the endogeneity of cigarette prices. The empirical results show that an increase in cigarette prices statistically significantly reduces the smoking probability of males by 1.0 percent and that of females by 1.4 to 2.0 percent. The enforcement of the Health Promotion Law has a statistically significant effect on reducing the smoking probability of males by 15.2 percent and of females by 11.9 percent. Furthermore, an increase in cigarette prices has a statistically significant negative effect on the smoking probability of office workers, non-workers, male manual workers, and female unemployed people, and the enforcement of the Health Promotion Law has a statistically significant effect on decreasing the smoking probabilities of office workers, female manual workers, and male non-workers. JEL CLASSIFICATION C25, C26, I18.
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Affiliation(s)
- Michio Yuda
- School of Economics, Chukyo University, 101-2 Yagoto-honmachi, Showa-ku, Nagoya, 4668666, Japan.
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van de Wetering EJ, Stolk EA, van Exel NJA, Brouwer WBF. Balancing equity and efficiency in the Dutch basic benefits package using the principle of proportional shortfall. Eur J Health Econ 2013; 14:107-15. [PMID: 21870179 PMCID: PMC3535361 DOI: 10.1007/s10198-011-0346-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2010] [Accepted: 08/05/2011] [Indexed: 05/06/2023]
Abstract
Economic evaluations are increasingly used to inform decisions regarding the allocation of scarce health care resources. To systematically incorporate societal preferences into these evaluations, quality-adjusted life year gains could be weighted according to some equity principle, the most suitable of which is a matter of frequent debate. While many countries still struggle with equity concerns for priority setting in health care, the Netherlands has reached a broad consensus to use the concept of proportional shortfall. Our study evaluates the concept and its support in the Dutch health care context. We discuss arguments in the Netherlands for using proportional shortfall and difficulties in transitioning from principle to practice. In doing so, we address universal issues leading to a systematic consideration of equity concerns for priority setting in health care. The article thus has relevance to all countries struggling with the formalization of equity concerns for priority setting.
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Affiliation(s)
- E J van de Wetering
- Institute for Medical Technology Assessment and Institute of Health Policy and Management, Erasmus University Rotterdam, 3000 DR, Rotterdam, The Netherlands.
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Neri L, McEwan P, Sennfält K, Baboolal K. Characterizing the relationship between health utility and renal function after kidney transplantation in UK and US: a cross-sectional study. Health Qual Life Outcomes 2012; 10:139. [PMID: 23173709 PMCID: PMC3539915 DOI: 10.1186/1477-7525-10-139] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2012] [Accepted: 09/26/2012] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Chronic allograft nephropathy (CAN) occurs in a large share of transplant recipients and it is the leading cause of graft loss despite the introduction of new and effective immunosuppressants. The reduction in renal function secondary to immunologic and non-immunologic CAN leads to several complications, including anemia and calcium-phosphorus metabolism imbalance and may be associated to worsening Health-Related Quality of Life. We sought to evaluate the relationship between kidney function and Euro-Qol 5 Dimension Index (EQ-5Dindex) scores after kidney transplantation and evaluate whether cross-cultural differences exist between UK and US. METHODS This study is a secondary analysis of existing data gathered from two cross-sectional studies. We enrolled 233 and 209 subjects aged 18-74 years who received a kidney transplant in US and UK respectively. For the present analysis we excluded recipients with multiple or multi-organ transplantation, creatinine kinase ≥200 U/L, acute renal failure, and without creatinine assessments in 3 months pre-enrollment leaving 281 subjects overall. The questionnaires were administered independently in the two centers. Both packets included the EQ-5Dindex and socio-demographic items. We augmented the analytical dataset with information abstracted from clinical charts and administrative records including selected comorbidities and biochemistry test results. We used ordinary least squares and quantile regression adjusted for socio-demographic and clinical characteristics to assess the association between EQ-5Dindex and severity of chronic kidney disease (CKD). RESULTS CKD severity was negatively associated with EQ-5Dindex in both samples (UK: ρ= -0.20, p=0.02; US: ρ= -0.21, p=0.02). The mean adjusted disutility associated to CKD stage 5 compared to CKD stage 1-2 was Δ= -0.38 in the UK sample, Δ= -0.11 in the US sample and Δ= -0.22 in the whole sample. The adjusted median disutility associated to CKD stage 5 compared to CKD stage 1-2 for the whole sample was 0.18 (p<0.01, quantile regression). Center effect was not statistically significant. CONCLUSIONS Impaired renal function is associated with reduced health-related quality of life independent of possible confounders, center-effect and analytic framework.
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Affiliation(s)
- Luca Neri
- Dipartimento di Scienze Mediche e di Comunità, Università degli Studi di Milano, Milano, Italy
- Center for Outcomes Research, Department of Health Management and Policy, Saint Louis University, Saint Louis, MO, USA
- Dipartimento di Medicina del Lavoro, “L. Devoto”, quarto piano, Via San Barnaba, 8, Milano, Italy
| | - Phil McEwan
- Cardiff Research Consortium, Cardiff, United Kingdom
| | - Karin Sennfält
- HEOR Europe, Bristol-Myers Squibb, Rueil-Malmaison, Paris, France
| | - Kesh Baboolal
- University Hospital of Wales Heath Park, Cardiff, United Kingdom
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Toy M, Onder FO, Idilman R, Kabacam G, Richardus JH, Bozdayi M, Akdogan M, Kuloglu Z, Kansu A, Schalm S, Yurdaydin C. The cost-effectiveness of treating chronic hepatitis B patients in a median endemic and middle income country. Eur J Health Econ 2012; 13:663-76. [PMID: 22815098 PMCID: PMC3427846 DOI: 10.1007/s10198-012-0413-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2011] [Accepted: 06/19/2012] [Indexed: 05/23/2023]
Abstract
BACKGROUND/AIMS Chronic hepatitis B (CHB) infection is a serious public health problem due to its potential liver disease sequelae and highly expensive medical costs such as the need for liver transplantation. The aim of this study was to quantify the burden of active CHB in terms of mortality and morbidity, the eligibility of antiviral treatment and to assess various treatment scenarios and possible salvage combinations for cost-effectiveness. METHODS A population cohort from a large data base of chronic hepatitis B patients was constructed and stratified according to 10-year age groups, the prevalence of HBsAg, HBV DNA level, ALT level, HBeAg status and the presence of cirrhosis. An age-specific Markov model for disease progression and cost-effectiveness analysis was constructed and calibrated for the specific population setting. RESULTS Of about 3.2 million estimated HBsAg carriers, 25% are eligible for treatment. If the active cohort remains untreated, 31% will die due to liver related complications. Within a 20-year period, 11% will have developed decompensated cirrhosis, 12% liver cancer and 6% will need liver transplantation. Quality adjusted life years (QALYs) for the no treatment scenario ranged from 9.3 to 14.0. For scenarios with antiviral treatment, QALYs ranged from 9.9 to 14.5 for lamivudine, 13.0-17.5 for salvage therapy, and 16.6-19.0 for the third generation drugs entecavir and tenofovir. CONCLUSION In a country with considerable amount of active CHB patients, monotherapy with a highly potent third generation drug has the most health-gain, and is cost-effective in both HBeAg-positive and negative in all stages of liver disease.
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Affiliation(s)
- Mehlika Toy
- Department of Public Health, Erasmus MC, University Medical Center Rotterdam, Dr. Molewaterplein 50, 3000 CA, Rotterdam, The Netherlands,
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Farfan-Portet MI, Van de Voorde C, Vrijens F, Vander Stichele R. Patient socioeconomic determinants of the choice of generic versus brand name drugs in the context of a reference price system: evidence from Belgian prescription data. Eur J Health Econ 2012; 13:301-313. [PMID: 22427042 PMCID: PMC3343229 DOI: 10.1007/s10198-012-0377-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2011] [Accepted: 01/03/2012] [Indexed: 05/31/2023]
Abstract
The generic reference price system (RPS) can impose a financial penalty for patients using a brand name drug instead of its generic alternative. Previous studies on the impact of the RPS have not considered the potentially differential effect of using generic alternatives for individuals with a different socioeconomic background. However, patients' characteristics might determine their overall knowledge of the existence of the system and thus of the financial burden to which they may be confronted. The association between patients' characteristics and the use of generic drugs versus brand name drugs was analyzed for ten highly prescribed pharmaceutical molecules included in the Belgian generic reference price system. Prescriptions were obtained from a 10% sample of all general practitioners in 2008 (corresponding to 120,670 adult patients and 368,101 prescriptions). For each pharmaceutical molecule, logistic regression models were performed, with independent variables for patient socioeconomic background at the individual level (work status, having a guaranteed income and being entitled to increased reimbursement of co-payments) and at the level of the neighborhood (education). The percentage of generic prescriptions ranged from 24.7 to 76.4%, and the mean reference supplement in 2008 ranged from €4.3 to €37.8. For seven molecules, higher use of a generic alternative was associated with either having a guaranteed income, with receiving increased reimbursement of co-payments or with living in areas with the lowest levels of education. Globally, results provided evidence that the generic RPS in Belgium does not lead to a higher financial burden on individuals from a low socioeconomic background.
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Anokye NK, Pokhrel S, Buxton M, Fox-Rushby J. The demand for sports and exercise: results from an illustrative survey. Eur J Health Econ 2012; 13:277-287. [PMID: 21344291 PMCID: PMC3343234 DOI: 10.1007/s10198-011-0304-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2010] [Accepted: 02/07/2011] [Indexed: 05/30/2023]
Abstract
There is a paucity of empirical evidence on the extent to which price and perceived benefits affect the level of participation in sports and exercise. Using an illustrative sample of 60 adults at Brunel University, West London, we investigate the determinants of demand for sports and exercise. The data were collected through face-to-face interviews that covered indicators of sports and exercise behaviour; money/time price and perceived benefits of participation; and socio-economic/demographic details. Count, linear and probit regression models were fitted as appropriate. Seventy eight per cent of the sample participated in sports and exercise and spent an average of £27 per month and an average of 20 min travelling per occasion of sports and exercise. The demand for sport and exercise was negatively associated with time (travel or access time) and 'variable' price and positively correlated with 'fixed' price. Demand was price inelastic, except in the case of meeting the UK government's recommended level of participation, which is time price elastic (elasticity = -2.2). The implications of data from a larger nationally representative sample as well as the role of economic incentives in influencing uptake of sports and exercise are discussed.
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Affiliation(s)
- Nana Kwame Anokye
- Health Economics Research Group, Brunel University, Uxbridge, Middlesex UB8 3PH, UK,
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65
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Vrijens F, Van de Voorde C, Farfan-Portet MI, Vander Stichele R. Patient socioeconomic determinants for the choice of the cheapest molecule within a cluster: evidence from Belgian prescription data. Eur J Health Econ 2012; 13:315-325. [PMID: 22139141 PMCID: PMC3343241 DOI: 10.1007/s10198-011-0367-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/13/2011] [Accepted: 11/21/2011] [Indexed: 05/31/2023]
Abstract
Reference pricing is a common cost-sharing mechanism, with the financial penalty for the use of costly drugs shifted from the third-party payer to the patient. Unintended distributional consequences might arise, if the weakest socioeconomic groups face a relatively higher financial burden. This study analyzed for a sample of Belgian individual prescription data for 4 clusters of commonly used drugs (proton pump inhibitors, statins and two groups of antihypertensives [drugs acting on renin-angiotensin system and dihydropyridine derivatives]) whether the probability to receive the least expensive molecule within a cluster was linked to the socioeconomic status of the patient. Logistic regression models included individual demographic, working, chronic illness and financial status and small area education data for 906,543 prescriptions from 1,280 prescribing general practitioners and specialists. For the 4 clusters, results show that patients with lower socioeconomic status consistently use slightly more the least expensive drugs than other patients. Larger effects are observed for patients residing in a nursing home for the elderly, patients entitled to increased reimbursement of co-payments, unemployed, patients treated in a primary care center financed per capita (and not fee-for-service) and patients having a chronic illness. Also, patients residing in neighborhoods with low education status use more less expensive drugs. The findings of the study suggest that although equity considerations were not explicitly taken into account in the design of the reference price system, there is no real equity problem, as the costly drugs with supplement are not prescribed more often in patients from lower socioeconomic classes.
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Affiliation(s)
- France Vrijens
- Belgian Health Care Knowledge Centre (KCE), Boulevard du Jardin Botanique, 55, 1000 Brussels, Belgium
| | - Carine Van de Voorde
- Belgian Health Care Knowledge Centre (KCE), Boulevard du Jardin Botanique, 55, 1000 Brussels, Belgium
| | | | - Robert Vander Stichele
- Heymans Institute of Pharmacology, Medical School, University of Ghent, De Pintelaan 185, 9000 Ghent, Belgium
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66
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Abstract
In the debate about laws regulating smoking in restaurants and pubs, there has been some controversy as to whether smoke-free laws would reduce revenues in the hospitality industry. Norway presents an interesting case for three reasons. First, it was among the first countries to implement smoke-free laws, so it is possible to assess the long-term effects. Second, it has a cold climate so if there is a negative effect on revenue one would expect to find it in Norway. Third, the data from Norway are detailed enough to distinguish between revenue from pubs and restaurants. Autoregressive integrated moving average (ARIMA) intervention analysis of bi-monthly observations of revenues in restaurants and pubs show that the law did not have a statistically significant long-term effect on revenue in restaurants or on restaurant revenue as a share of personal consumption. Similar analysis for pubs shows that there was no significant long-run effect on pub revenue.
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Affiliation(s)
- Hans Olav Melberg
- Health Economics Research Programme at the University of Oslo, Institute of Health Management and Health Economics, P.O. Box 1089, Blindern, 0317 Oslo, Norway
| | - Karl E. Lund
- Norwegian Institute for Alcohol and Drug Research, PO Box 565, Sentrum, 0105 Oslo, Norway
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67
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Roos AF, Schut FT. Spillover effects of supplementary on basic health insurance: evidence from The Netherlands. Eur J Health Econ 2012; 13:51-62. [PMID: 20862510 PMCID: PMC3249553 DOI: 10.1007/s10198-010-0279-6] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2010] [Accepted: 09/01/2010] [Indexed: 05/29/2023]
Abstract
Like many other countries, the Netherlands has a health insurance system that combines mandatory basic insurance with voluntary supplementary insurance. Both types of insurance are founded on different principles. Since basic and supplementary insurance are sold by the same health insurers, both markets may interact. This paper examines to what extent basic and supplementary insurance are linked to each other and whether these links generate spillover effects of supplementary on basic insurance. Our analysis is based on an investigation into supplementary health insurance contracts, underwriting procedures and annual surveys among 1,700-2,100 respondents over the period 2006-2009. We find that health insurers increasingly use a variety of strategies to enforce a joint purchase of basic and supplementary health insurance. Despite incentives for health insurers to use supplementary insurance as a tool for risk selection in basic insurance, we find limited evidence of supplementary insurance being used this way. Only a minority of health insurers uses health questionnaires when people apply for supplementary coverage. Nevertheless, we find that an increasing proportion of high-risk individuals believe that insurers would not be willing to offer them another supplementary insurance contract. We discuss several strategies to prevent or to counteract the observed negative spillover effects of supplementary insurance.
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Affiliation(s)
- Anne-Fleur Roos
- Institute of Health Policy and Management, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
| | - Frederik T. Schut
- Institute of Health Policy and Management, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, The Netherlands
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68
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Halbersma RS, Mikkers MC, Motchenkova E, Seinen I. Market structure and hospital-insurer bargaining in the Netherlands. Eur J Health Econ 2011; 12:589-603. [PMID: 20853127 PMCID: PMC3197939 DOI: 10.1007/s10198-010-0273-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2009] [Accepted: 08/09/2010] [Indexed: 05/29/2023]
Abstract
In 2005, competition was introduced in part of the hospital market in the Netherlands. Using a unique dataset of transactions and list prices between hospitals and insurers in the years 2005 and 2006, we estimate the influence of buyer and seller concentration on the negotiated prices. First, we use a traditional structure-conduct-performance model (SCP-model) along the lines of Melnick et al. (J Health Econ 11(3): 217-233, 1992) to estimate the effects of buyer and seller concentration on price-cost margins. Second, we model the interaction between hospitals and insurers in the context of a generalized bargaining model similar to Brooks et al. (J Health Econ 16: 417-434, 1997). In the SCP-model, we find that the market shares of hospitals (insurers) have a significantly positive (negative) impact on the hospital price-cost margin. In the bargaining model, we find a significant negative effect of insurer concentration, but no significant effect of hospital concentration. In both models, we find a significant impact of idiosyncratic effects on the market outcomes. This is consistent with the fact that the Dutch hospital sector is not yet in a long-run equilibrium.
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Affiliation(s)
- R. S. Halbersma
- The Dutch Healthcare Authority, Postbus 3017, 3502 Utrecht, GA The Netherlands
| | - M. C. Mikkers
- The Dutch Healthcare Authority, Postbus 3017, 3502 Utrecht, GA The Netherlands
- Copenhagen Business School, Copenhagen, Denmark
| | - E. Motchenkova
- Department of Economics, VU University Amsterdam, Amsterdam, The Netherlands
| | - I. Seinen
- The Dutch Healthcare Authority, Postbus 3017, 3502 Utrecht, GA The Netherlands
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69
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Drummond M, Jönsson B, Rutten F, Stargardt T. Reimbursement of pharmaceuticals: reference pricing versus health technology assessment. Eur J Health Econ 2011; 12:263-71. [PMID: 20803050 PMCID: PMC3078322 DOI: 10.1007/s10198-010-0274-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2009] [Accepted: 08/10/2010] [Indexed: 05/16/2023]
Abstract
Reference pricing and health technology assessment are policies commonly applied in order to obtain more value for money from pharmaceuticals. This study focussed on decisions about the initial price and reimbursement status of innovative drugs and discussed the consequences for market access and cost. Four countries were studied: Germany, The Netherlands, Sweden and the United Kingdom. These countries have operated one, or both, of the two policies at certain points in time, sometimes in parallel. Drugs in four groups were considered: cholesterol-lowering agents, insulin analogues, biologic drugs for rheumatoid arthritis and "atypical" drugs for schizophrenia. Compared with HTA, reference pricing is a relatively blunt instrument for obtaining value for money from pharmaceuticals. Thus, its role in making reimbursement decisions should be limited to drugs which are therapeutically equivalent. HTA is a superior strategy for obtaining value for money because it addresses not only price but also the appropriate indications for the use of the drug and the relation between additional value and additional costs. However, given the relatively higher costs of conducting HTAs, the most efficient approach might be a combination of both policies.
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Affiliation(s)
- Michael Drummond
- Centre for Health Economics, Alcuin A Block, University of York, Heslington, York, YO10 5DD, UK.
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70
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Galárraga O, Sosa-Rubí SG, Salinas-Rodríguez A, Sesma-Vázquez S. Health insurance for the poor: impact on catastrophic and out-of-pocket health expenditures in Mexico. Eur J Health Econ 2010; 11:437-447. [PMID: 19756796 PMCID: PMC2888946 DOI: 10.1007/s10198-009-0180-3] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Accepted: 08/18/2009] [Indexed: 05/28/2023]
Abstract
The goal of Seguro Popular (SP) in Mexico was to improve the financial protection of the uninsured population against excessive health expenditures. This paper estimates the impact of SP on catastrophic health expenditures (CHE), as well as out-of-pocket (OOP) health expenditures, from two different sources. First, we use the SP Impact Evaluation Survey (2005-2006), and compare the instrumental variables (IV) results with the experimental benchmark. Then, we use the same IV methods with the National Health and Nutrition Survey (ENSANUT 2006). We estimate naïve models, assuming exogeneity, and contrast them with IV models that take advantage of the specific SP implementation mechanisms for identification. The IV models estimated included two-stage least squares (2SLS), bivariate probit, and two-stage residual inclusion (2SRI) models. Instrumental variables estimates resulted in comparable estimates against the "gold standard." Instrumental variables estimates indicate a reduction of 54% in catastrophic expenditures at the national level. SP beneficiaries also had lower expenditures on outpatient and medicine expenditures. The selection-corrected protective effect is found not only in the limited experimental dataset, but also at the national level.
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Affiliation(s)
- Omar Galárraga
- Health Economics Unit, Center for Evaluation and Survey Research, Mexican School of Public Health, National Institute of Public Health (INSP), Av. Universidad 655, Cuernavaca, 62508 Mexico
- Institute of Business and Economic Research (IBER), University of California, Berkeley, CA USA
| | - Sandra G. Sosa-Rubí
- Health Economics Unit, Center for Evaluation and Survey Research, Mexican School of Public Health, National Institute of Public Health (INSP), Av. Universidad 655, Cuernavaca, 62508 Mexico
| | - Aarón Salinas-Rodríguez
- Statistics Unit, Center for Evaluation and Survey Research, Mexican School of Public Health, National Institute of Public Health (INSP), Av. Universidad 655, Cuernavaca, 62508 Mexico
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Abstract
The objective of this paper is to analyze interdependencies between cigarette and alcohol consumption in rural China, using panel data for 10 years (1994-2003) for rural areas of 26 Chinese provinces. There have been many studies in which cigarette and alcohol consumption have been considered separately but few to date for China on interactions between the consumption of these two products. Taxes are often recommended as a tool to reduce alcohol and cigarette consumption. If cigarettes and alcohol are complements, taxing one will reduce the consumption of both and thus achieve a double public health dividend. However, if they are substitutes, taxing one will induce consumers to increase consumption of the other, offsetting the public health benefits of the tax. Our results indicate that the demands for both cigarettes and alcohol are very sensitive to the price of alcohol, but not to the price of cigarettes or to income. This suggests that taxes on alcohol can have a double dividend. On the other hand, an increase in cigarette taxes may not be effective in curbing cigarette or alcohol consumption in rural China.
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Affiliation(s)
- Xiaohua Yu
- Courant Research Center “Poverty, Equity and Growth”, University of Göttingen, Platz der Göttinger Sieben 3, Göttingen, 37073 Germany
| | - David Abler
- Agricultural, Environmental and Regional Economics, and Demography, Penn State University, Armsby Building, University Park, PA 16802 USA
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Hamre HJ, Witt CM, Glockmann A, Ziegler R, Kienle GS, Willich SN, Kiene H. Health costs in patients treated for depression, in patients with depressive symptoms treated for another chronic disorder, and in non-depressed patients: a two-year prospective cohort study in anthroposophic outpatient settings. Eur J Health Econ 2010; 11:77-94. [PMID: 19911209 PMCID: PMC2816246 DOI: 10.1007/s10198-009-0203-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2009] [Accepted: 10/20/2009] [Indexed: 05/23/2023]
Abstract
We studied costs of healthcare and productivity loss in 487 German outpatients starting anthroposophic treatment: Group 1 was treated for depression, Group 2 had depressive symptoms but were treated for another chronic disorder, while Group 3 did not have depressive symptoms. Costs were adjusted for socio-demographics, comorbidity, and baseline health status. Total costs in groups 1-3 averaged euro7,129, euro4,371, and euro3,532 in the pre-study year (P = 0.008); euro6,029, euro3,522, and euro3,353 in the first year (P = 0.083); and euro4,929, euro3,792, and euro4,031 in the second year (P = 0.460). In the 2nd year, costs were significantly reduced in Group 1. This study underlines the importance of depression for health costs, and suggests that treatment of depression could be associated with long-term cost reductions.
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Affiliation(s)
- Harald J Hamre
- Institute for Applied Epistemology and Medical Methodology, Zechenweg 6, 79111 Freiburg, Germany.
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73
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Nuijten MJ, Wittenberg W. Cost effectiveness of palivizumab in Spain: an analysis using observational data. Eur J Health Econ 2010; 11:105-115. [PMID: 19967425 PMCID: PMC2816247 DOI: 10.1007/s10198-009-0206-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2008] [Accepted: 11/03/2009] [Indexed: 05/28/2023]
Abstract
OBJECTIVES To assess the cost effectiveness of palivizumab for prevention of severe respiratory syncytial virus (RSV) disease in high-risk infants in Spain, incorporating country-specific observational hospitalisation data. METHODS An existing decision tree model, designed using data from a large international clinical trial of palivizumab versus no prophylaxis, was updated to include Spanish observational hospitalisation data. The analysis was performed for preterm children born at or before 32 weeks gestational age, who are at high risk of developing severe RSV disease requiring hospitalisation. Data sources included published literature, official price/tariff lists and national population statistics. The primary perspective of the study was that of the Spanish National Health Service in 2006. RESULTS The base-case analysis included the direct medical costs associated with palivizumab prophylaxis and hospital care for RSV infections. Use of palivizumab produces an undiscounted incremental cost-effectiveness ratio (ICER) of euro6,142 per quality-adjusted life-year (QALY), and a discounted ICER of euro12,814/QALY. CONCLUSION Palivizumab provides a cost-effective method of prophylaxis against severe RSV disease requiring hospitalisation among preterm infants in Spain.
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Affiliation(s)
- Mark J. Nuijten
- IMTA, Erasmus University, Rotterdam, The Netherlands
- Ars Accessus Medica, Amsterdam, The Netherlands
| | - Wolfgang Wittenberg
- Global Health Economics and Outcomes Research, Abbott GmbH & Co, KG , Knollstrasse, P.O. Box 21 08 06, 6700 Ludwigshafen, Germany
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74
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Abstract
Mexico, like many other middle-income countries, is experiencing a demographic and epidemiological transition resulting in an older population suffering from chronic diseases. At the present time, cancer is the second cause of death in the country. Until recently, cervical carcinoma was the most frequent type of cancer in the country, however, the incidence of breast, prostate and colon cancers is growing. The demand for health care and health expenditure represented by cancer treatment challenges the limited resources the country has, particularly as patients seek treatment in advanced stages of the disease. Interestingly enough, these types of cancers could be detected in the early stages with rather simple screening procedures. The purpose of this paper is to describe the Mexican health system, and the impact of its fragmentation on access to medicines. Focusing on colorectal cancer (CRC), we describe its epidemiology, screening procedures and the inequities in health care access for these patients.
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Affiliation(s)
- Emma Verastegui
- Unidad de Etica Clinica, Instituto Nacional de Cancerologia, Av. San Fernando 22, 14080 Mexico City, Mexico
| | - Alejandro Mohar
- Instituto Nacional de Cancerologia, Av. San Fernando 22, 14080 Mexico City, Mexico
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