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Pesonen M, Jylhä V, Kankaanpää E. Adverse drug events in cost-effectiveness models of pharmacological interventions for diabetes, diabetic retinopathy, and diabetic macular edema: a scoping review. JBI Evid Synth 2024:02174543-990000000-00336. [PMID: 39054883 DOI: 10.11124/jbies-23-00511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
OBJECTIVE The objective of this review was to examine the role of adverse drug events (ADEs) caused by pharmacological interventions in cost-effectiveness models for diabetes mellitus, diabetic retinopathy, and diabetic macular edema. INTRODUCTION Guidelines for economic evaluation recognize the importance of including ADEs in the analysis, but in practice, consideration of ADEs in cost-effectiveness models seem to be vague. Inadequate inclusion of these harmful outcomes affects the reliability of the results, and the information provided by economic evaluation could be misleading. Reviewing whether and how ADEs are incorporated in cost-effectiveness models is necessary to understand the current practices of economic evaluation. INCLUSION CRITERIA Studies included were published between 2011-2022 in English, representing cost-effectiveness analyses using modeling framework for pharmacological interventions in the treatment of diabetes mellitus, diabetic retinopathy, or diabetic macular edema. Other types of analyses and other types of conditions were excluded. METHODS The databases searched included MEDLINE (PubMed), CINAHL (EBSCOhost), Scopus, Web of Science Core Collection, and NHS Economic Evaluation Database. Gray literature was searched via the National Institute for Health and Care Excellence, European Network for Health Technology Assessment, the National Institute for Health and Care Research, and the International Network of Agencies for Health Technology Assessment. The search was conducted on January 1, 2023. Titles and abstracts were screened for inclusion by 2 independent reviewers. Full-text review was conducted by 3 independent reviewers. A data extraction form was used to extract and analyze the data. Results were presented in tabular format with a narrative summary, and discussed in the context of existing literature and guidelines. RESULTS A total of 242 reports were extracted and analyzed in this scoping review. For the included analyses, type 2 diabetes was the most common disease (86%) followed by type 1 diabetes (10%), diabetic macular edema (9%), and diabetic retinopathy (0.4%). The majority of the included analyses used a health care payer perspective (88%) and had a time horizon of 30 years or more (75%). The most common model type was a simulation model (57%), followed by a Markov simulation model (18%). Of the included cost-effectiveness analyses, 26% included ADEs in the modeling, and 13% of the analyses excluded them. Most of the analyses (61%) partly considered ADEs; that is, only 1 or 2 ADEs were included. No difference in overall inclusion of ADEs between the different conditions existed, but the models for diabetic retinopathy and diabetic macular edema more often omitted the ADE-related impact on quality of life compared with the models for diabetes mellitus. Most analyses included ADEs in the models as probabilities (55%) or as a submodel (40%), and the most common source for ADE incidences were clinical trials (65%). CONCLUSIONS The inclusion of ADEs in cost-effectiveness models is suboptimal. The ADE-related costs were better captured than the ADE-related impact on quality of life, which was most pronounced in the models for diabetic retinopathy and diabetic macular edema. Future research should investigate the potential impact of ADEs on the results, and identify the criteria and policies for practical inclusion of ADEs in economic evaluation.
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Affiliation(s)
- Mari Pesonen
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- Finnish Centre for Evidence-Based Health Care: A JBI Centre of Excellence, Helsinki, Finland
| | - Virpi Jylhä
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
- Finnish Centre for Evidence-Based Health Care: A JBI Centre of Excellence, Helsinki, Finland
- Research Centre for Nursing Science and Social and Health Management, Kuopio University Hospital, Wellbeing Services County of North Savo, Finland
| | - Eila Kankaanpää
- Department of Health and Social Management, University of Eastern Finland, Kuopio, Finland
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Alshannaq H, Isitt JJ, Pollock RF, Norman GJ, Cogswell G, Lynch PM, Roze S. Cost-utility of real-time continuous glucose monitoring versus self-monitoring of blood glucose in people with insulin-treated Type 2 diabetes in Canada. J Comp Eff Res 2023; 12:e230075. [PMID: 37668608 PMCID: PMC10690435 DOI: 10.57264/cer-2023-0075] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/17/2023] [Indexed: 09/06/2023] Open
Abstract
Aim: Clinical trials and real-world data for Type 2 diabetes have shown that real-time continuous glucose monitoring (rt-CGM) lowers glycated hemoglobin (A1c) and reduces hypoglycemia relative to self-monitoring of blood glucose (SMBG). This analysis examined the long-term health and economic outcomes associated with using rt-CGM versus SMBG in people with insulin-treated Type 2 diabetes in Canada. Materials & methods: Clinical data were sourced from a real-world study, in which rt-CGM reduced A1C by 0.56% versus continued SMBG. The analysis was performed using the IQVIA Core Diabetes Model, from a Canadian payer perspective over a lifetime horizon for a cohort aged 65 years with an A1C of 8.3% at baseline. Future costs and clinical outcomes were discounted at 1.5% annually. Results: Projected total mean lifetime costs were CAD 207,466 for rt-CGM versus CAD 189,863 for SMBG (difference: CAD 17,602) and projected mean quality-adjusted life expectancy was 9.97 quality-adjusted life years (QALYs) for rt-CGM versus 9.02 QALYs for SMBG (difference: 0.95 QALYs), resulting in an incremental cost-utility ratio (ICUR) of CAD 18,523 per QALY gained for rt-CGM versus SMBG. Findings were sensitive to changes in the A1C treatment effect, annual cost and quality of life benefit associated with using rt-CGM, SMBG frequency, and baseline age, but ICURs remained below CAD 50,000 per QALY in all analyses. Conclusion: For people in Canada with insulin-treated Type 2 diabetes and poor glycemic control, use of rt-CGM is likely to be cost-effective relative to SMBG.
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Affiliation(s)
- Hamza Alshannaq
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
- University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH 45267, USA
| | | | - Richard F Pollock
- Covalence Research Ltd., Rivers Lodge, West Common, Harpenden, AL5 2JD, UK
| | | | - Greg Cogswell
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
| | - Peter M Lynch
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
| | - Stéphane Roze
- Vyoo Agency, 10 rue Yvonne, 691000, Villeurbanne, France
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Ruan Z, Zou H, Lei Q, Ung COL, Shi H, Hu H. Pharmacoeconomic evaluation of dipeptidyl peptidase-4 inhibitors for the treatment of type 2 diabetes mellitus: a systematic literature review. Expert Rev Pharmacoecon Outcomes Res 2022; 22:555-574. [PMID: 35152812 DOI: 10.1080/14737167.2022.2042255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Dipeptidyl peptidase-4 inhibitors (DPP-4i) are widely used oral antidiabetic agents that exert antihyperglycemic effects in type 2 diabetes mellitus (T2DM) without increased risk of weight gain or hypoglycemic events. The objective of this paper was to systematically review the latest evidence that was associated with the pharmacoeconomic evaluation of DPP-4i for the treatment of patients with T2DM. AREAS COVERED We conducted a systematic literature search of eligible articles published since inception up to March 2021 in Web of Science, MEDLINE (via PubMed), and ECONLIT. Fifty-four eligible articles were included in our review, in which DPP-4i were compared to metformin (4 studies), sulphonylurea (SU) (16 studies), alpha-glucosidase inhibitors (AGI) (3 studies), thiazolidinediones (TZD) (4 studies), other DPP-4i (3 studies), sodium-glucose co-transporter-2 inhibitors (SGLT-2i) (10 studies), glucagon-like peptide 1 receptor agonist (GLP-1RA) (18 studies), insulin (5 studies), and other antidiabetic therapies (5 studies). EXPERT OPINION This study provided the updated evidence of systematic pharmacoeconomic evaluation associated with DPP-4i for the treatment of patients with T2DM. The evidence from the literature suggested that DPP-4i may be more cost-effective compared to SU and insulin as second-line therapy after metformin but not a cost-effective alternative compared to SGLPT-2i and GLP-1RA.
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Affiliation(s)
- Zhen Ruan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Huimin Zou
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Qing Lei
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Carolina Oi Lam Ung
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China.,Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
| | - Honghao Shi
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China
| | - Hao Hu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macao SAR, China.,Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao SAR, China
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Roze S, Isitt JJ, Smith-Palmer J, Lynch P. Evaluation of the Long-Term Cost-Effectiveness of the Dexcom G6 Continuous Glucose Monitor versus Self-Monitoring of Blood Glucose in People with Type 1 Diabetes in Canada. CLINICOECONOMICS AND OUTCOMES RESEARCH 2021; 13:717-725. [PMID: 34408456 PMCID: PMC8366033 DOI: 10.2147/ceor.s304395] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 07/28/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The Dexcom G6 real-time continuous glucose monitoring (RT-CGM) system is one of the most sophisticated RT-CGM systems developed to date and became available in Canada in 2019. A health economic analysis was performed to determine the long-term cost-effectiveness of the Dexcom G6 RT-CGM system versus SMBG in adults with type 1 diabetes (T1D) in Canada. METHODS The analysis was performed using the IQVIA Core Diabetes Model. Based on clinical trial data, patients with mean baseline HbA1c of 8.6% were assumed to have a HbA1c reduction of 1.0% with RT-CGM versus 0.4% reduction with SMBG. RT-CGM was also associated with a quality of life (QoL) benefit owing to reduced incidence of hypoglycemia, reduced fear of hypoglycemia (FoH) and elimination of fingerstick testing. Direct medical costs were sourced from published literature, and inflated to 2019 Canadian dollars (CAD). RESULTS Dexcom G6 RT-CGM was projected to improve mean quality-adjusted life expectancy by 2.09 quality-adjusted life years (QALYs) relative to SMBG (15.52 versus 13.43 QALYs) but mean total lifetime cots were CAD 35,353 higher with RT-CGM (CAD 227,357 versus CAD 192,004) resulting in an incremental cost-effectiveness ratio (ICER) of CAD 16,931 per QALY gained. Sensitivity analyses revealed that assumptions relating to the QoL benefit associated with reduced FoH and the elimination of fingerstick testing with RT-CGM as well as SMBG usage and change in HbA1c were the key drivers of cost-effectiveness. CONCLUSION For adults with T1D in Canada, RT-CGM is associated with improved glycemic control and QoL benefits owing to a reduced FoH and elimination of the requirement for fingerstick testing and over a lifetime time horizon is cost-effective relative to SMBG.
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Zozaya N, Capel M, Simón S, Soto-González A. A systematic review of economic evaluations in non-insulin antidiabetic treatments for patients with type 2 diabetes mellitus. GLOBAL & REGIONAL HEALTH TECHNOLOGY ASSESSMENT 2019. [DOI: 10.1177/2284240319876574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
The approval of new non-insulin treatments has broadened the therapeutic arsenal, but it has also increased the complexity of choice for the treatment of type 2 diabetes mellitus (DM2). The objective of this study was to systematically review the literature on economic evaluations associated with non-insulin antidiabetic drugs (NIADs) for DM2. We searched in Medline, IBECS, Doyma and SciELO databases for full economic evaluations of NIADs in adults with DM2 applied after the failure of the first line of pharmacological treatment, published between 2010 and 2017, focusing on studies that incorporated quality-adjusted life years (QALYs). The review included a total of 57 studies, in which 134 comparisons were made between NIADs. Under an acceptability threshold of 25,000 euros per QALY gained, iSLGT-2 were preferable to iDPP-4 and sulfonylureas in terms of incremental cost-utility. By contrast, there were no conclusive comparative results for the other two new NIAD groups (GLP-1 and iDPP-4). The heterogeneity of the studies’ methodologies and results hindered our ability to determine under what specific clinical assumptions some NIADs would be more cost-effective than others. Economic evaluations of healthcare should be used as part of the decision-making process, so multifactorial therapeutic management strategies should be established based on the patients’ clinical characteristics and preferences as principal criteria.
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Affiliation(s)
- Néboa Zozaya
- Department of Health Economics, Weber Economía y Salud, Madrid, Spain
- University of Las Palmas de Gran Canaria, Las Palmas, Spain
| | | | | | - Alfonso Soto-González
- Department of Endocrinology and Nutrition, Gerencia de Gestión Integrada de A Coruña, A Coruña, Spain
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Hong D, Si L, Jiang M, Shao H, Ming WK, Zhao Y, Li Y, Shi L. Cost Effectiveness of Sodium-Glucose Cotransporter-2 (SGLT2) Inhibitors, Glucagon-Like Peptide-1 (GLP-1) Receptor Agonists, and Dipeptidyl Peptidase-4 (DPP-4) Inhibitors: A Systematic Review. PHARMACOECONOMICS 2019; 37:777-818. [PMID: 30854589 DOI: 10.1007/s40273-019-00774-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
OBJECTIVE This study aimed to systematically review cost-effectiveness studies of newer antidiabetic medications. METHODS The PubMed/MEDLINE, EMBASE, CINAHL Plus, Cochrane Library-NHS Economic Evaluation Database (Wiley), Cochrane Library-Health Technology Assessment Database (Wiley), Cochrane Library-Database of Abstracts of Reviews of Effects (Wiley), and the Cost-Effectiveness Analysis Registry databases (from 1 January 2000 to 1 June 2018) were searched. The search strategies included the Medical Subject Heading (MeSH) term 'economics', and the MeSH entry terms 'cost', 'cost effectiveness', 'value', and 'cost utility', as well as all names for GLP-1 receptor agonists, DPP-4 inhibitors, and SGLT2 inhibitors. Inclusion criteria included (1) cost-effectiveness studies of the newer antidiabetic medications, including sodium-glucose cotransporter-2 (SGLT2) inhibitors, glucagon-like peptide-1 (GLP-1) receptor agonists, and dipeptidyl peptidase-4 (DPP-4) inhibitors; and (2) full-text publications in English. Two reviewers independently screened the titles, abstracts, and full-text articles to select studies for data extraction. Discrepancies were resolved by discussion and consensus. The quality of reporting cost-effectiveness analyses was assessed using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) guideline. RESULTS Among 85 studies selected, 82 clearly stated the types of diabetes model used (e.g. CORE model), and 70 studied used validated diabetes models. Seventy-four (87%) studies were funded by pharmaceutical companies, and 72 (85%) studies were conducted from a payer's perspective. Seventy-six (89%) studies presented were of good quality (20-24 CHEERS items), and nine were of moderate quality (14-19 items). Thirty studies compared newer antidiabetic medications with insulin, 3 studies compared newer antidiabetic medications with thiazolidinediones (TZDs), 15 studies compared newer antidiabetic medications with sulfonylureas, 40 studies compared new antidiabetic medications with alternative newer antidiabetic medication, and 9 studies compared other antidiabetic agents that were not included above. Newer antidiabetic medications were reported to be cost-effective in 26 of 30 (87%) studies compared with insulin, and 13 of 15 (87%) studies compared with sulfonylureas. CONCLUSIONS Most economic evaluations of antidiabetic medications have good reporting quality and use validated diabetes models. The newer antidiabetic medications in most of the reviewed studies were found to be cost effective, compared with insulin, TZDs, and sulfonylureas.
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Affiliation(s)
- Dongzhe Hong
- Department of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 1900, New Orleans, LA, 70112, USA
| | - Lei Si
- The George Institute for Global Health, University of New South Wales, Kensington, NSW, 2042, Australia
| | - Minghuan Jiang
- The Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmacy, Xi'an Jiaotong University, Xi'an, China
- The Center for Drug Safety and Policy Research, Xi'an Jiaotong University, Xi'an, China
| | - Hui Shao
- Department of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 1900, New Orleans, LA, 70112, USA
| | - Wai-Kit Ming
- The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Harvard Medical School, Boston, United States
| | - Yingnan Zhao
- College of Pharmacy, Xavier University of Louisiana, New Orleans, LA, 70125, USA
| | - Yan Li
- The New York Academy of Medicine, 1216 Fifth Avenue, New York, NY, 10029, USA
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, 1425 Madison Avenue, New York, NY, 10029, USA
| | - Lizheng Shi
- Department of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 1900, New Orleans, LA, 70112, USA.
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Baptista A, Teixeira I, Romano S, Carneiro AV, Perelman J. The place of DPP-4 inhibitors in the treatment algorithm of diabetes type 2: a systematic review of cost-effectiveness studies. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2017; 18:937-965. [PMID: 27752788 DOI: 10.1007/s10198-016-0837-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2015] [Accepted: 09/30/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVE To conduct a systematic review of cost-effectiveness, cost-utility, and cost-benefit studies of DPP-4 inhibitors for diabetes treatment versus other antidiabetics. METHODS Three investigators searched the CRD York, Tufts CEA Registry, and MEDLINE databases through 2015. We reviewed all potentially relevant titles and abstracts, and screened full-text articles, according to inclusion criteria. We established a quality score for each study based on a 35-item list. RESULTS A total of 295 studies were identified, of which 20 were included. The average quality score was 0.720 on a 0-1 scale. All studies were performed in high- and middle-income countries, using a 3rd-party payer perspective and randomized clinical trials to measure effectiveness. Sitagliptin, saxagliptin and vildagliptin had an ICER below 25,000 €/QALY, as second-line and as add-ons to metformin, in comparison to sulfonylureas. When compared with sitagliptin, liraglutide (GLP-1 receptor agonist) had an ICER of up to 22,724 €/QALY for the 1.2-mg dosage, and up to 32,869 €/QALY for the 1.8-mg dosage. Insulin glargine was dominant when compared with sitagliptin. CONCLUSIONS According to the WHO threshold applied to the country and year of each study, DPP-4 inhibitors were highly cost-effective as second-line, as add-ons to metformin, in comparison with sulfonylureas. More recent therapies (GLP-1 receptor agonists and insulin glargine) were highly cost-effective in comparison to DPP-4 inhibitors. These results were obtained, however, on the basis of a limited number of studies, relying on the same few clinical trials, and financed by manufacturers. Further independent research is needed to confirm these findings.
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Affiliation(s)
- Alexandre Baptista
- Unit of Epidemiology of the Faculty of Medicine of Lisbon, Edifício Egas Moniz, Faculdade de Medicina da Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028, Lisbon, Portugal.
| | - Inês Teixeira
- Centre for Health Evaluation and Research (CEFAR), National Association of Pharmacies Group, R. Marechal Saldanha, 1., 1249-069, Lisbon, Portugal
| | - Sónia Romano
- Centre for Health Evaluation and Research (CEFAR), National Association of Pharmacies Group, R. Marechal Saldanha, 1., 1249-069, Lisbon, Portugal
| | - António Vaz Carneiro
- Center for Evidence-Based Medicine (CEMBE) of the Faculty of Medicine at the University of Lisbon, Faculdade de Medicina da Universidade de Lisboa, Av. Professor Egas Moniz, 1649-028, Lisbon, Portugal
| | - Julian Perelman
- Escola Nacional de Saúde Pública and Centro de Investigação em Saúde Pública, Universidade Nova de Lisboa, Avenida Padre Cruz, 1600-5605, Lisbon, Portugal
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Asgeirsdottir TL, Birgisdottir KH, Ólafsdóttir T, Olafsson SP. A compensating income variation approach to valuing 34 health conditions in Iceland. ECONOMICS AND HUMAN BIOLOGY 2017; 27:167-183. [PMID: 28709119 DOI: 10.1016/j.ehb.2017.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Revised: 06/06/2017] [Accepted: 06/06/2017] [Indexed: 06/07/2023]
Abstract
Using data from an Icelandic health-and-lifestyle survey carried out in 2007, 2009, and 2012, we employ a compensating income variation (CIV) approach to estimate the monetary value sufficient to compensate individuals for the presence of various sub-optimal health conditions. This method is inexpensive and easy on subjects and has been applied to several desiderata that do not have revealed market prices. The CIV literature is, however, still limited in its application to health and thus information about its suitability is limited. With the aim of shedding light on the method́s appropriateness we thus provide a broad-view analysis including a spectrum of diseases and conditions that can be held up against more traditionally used methods. CIV for physical conditions vary greatly, but paralysis, fibromyalgia, chronic back pain, rheumatoid arthritis, urinary incontinence, severe headache and thyroid disease were among those consistently associated with substantial well-being reductions. Mental-health results using this method should be read with caution. The societal value of health interventions is multidimensional, including for example increased productivity in the population. However, one of the main positive aspects of increased health is undoubtedly the increased well-being of the treated subjects. Such quality-of-life effects should thus preferably be taken into account. For this reason, information on the value individuals place on recovery from various sub-optimal health conditions is useful when it comes to prioritizing scarce capital in the health sector. It is therefore vital to estimate the importance individuals place on various health states and hold them up against each other. Furthermore, this paper has scientific value as it sheds light on attributes of a potentially useful method in health evaluations.
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Affiliation(s)
| | | | - Thorhildur Ólafsdóttir
- Faculty of Economics, University of Iceland, Oddi v/Sturlugotu, 101 Reykjavik, Iceland; Faculty of Business Administration, University of Iceland, Gimli v/Sturlugotu, 101 Reykjavik, Iceland
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Hua X, Lung TWC, Palmer A, Si L, Herman WH, Clarke P. How Consistent is the Relationship between Improved Glucose Control and Modelled Health Outcomes for People with Type 2 Diabetes Mellitus? a Systematic Review. PHARMACOECONOMICS 2017; 35:319-329. [PMID: 27873225 PMCID: PMC5306373 DOI: 10.1007/s40273-016-0466-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
BACKGROUND There are an increasing number of studies using simulation models to conduct cost-effectiveness analyses for type 2 diabetes mellitus. OBJECTIVE To evaluate the relationship between improvements in glycosylated haemoglobin (HbA1c) and simulated health outcomes in type 2 diabetes cost-effectiveness studies. METHODS A systematic review was conducted on MEDLINE and EMBASE to collect cost-effectiveness studies using type 2 diabetes simulation models that reported modelled health outcomes of blood glucose-related interventions in terms of quality-adjusted life-years (QALYs) or life expectancy (LE). The data extracted included information used to characterise the study cohort, the intervention's treatment effects on risk factors and model outcomes. Linear regressions were used to test the relationship between the difference in HbA1c (∆HbA1c) and incremental QALYs (∆QALYs) or LE (∆LE) of intervention and control groups. The ratio between the ∆QALYs and ∆LE was calculated and a scatterplot between the ratio and ∆HbA1c was used to explore the relationship between these two. RESULTS Seventy-six studies were included in this research, contributing to 124 pair of comparators. The pooled regressions indicated that the marginal effect of a 1% HbA1c decrease in intervention resulted in an increase in life-time QALYs and LE of 0.371 (95% confidence interval 0.286-0.456) and 0.642 (95% CI 0.494-0.790), respectively. No evidence of heterogeneity between models was found. An inverse exponential relationship was found and fitted between the ratio (∆QALY/∆LE) and ∆HbA1c. CONCLUSION There is a consistent relationship between ∆HbA1c and ∆QALYs or ∆LE in cost-effectiveness analyses using type 2 diabetes simulation models. This relationship can be used as a diagnostic tool for decision makers.
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Affiliation(s)
- Xinyang Hua
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia
| | - Thomas Wai-Chun Lung
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia
- The George Institute for Global Health, University of Sydney, Lidcombe, NSW, Australia
| | - Andrew Palmer
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - Lei Si
- Menzies Research Institute, University of Tasmania, Hobart, TAS, Australia
| | - William H Herman
- School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Philip Clarke
- School of Population and Global Health, University of Melbourne, Level 4, 207 Bouverie Street, Carlton, VIC, 3053, Australia.
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Shafie AA, Ng CH, Tan YP, Chaiyakunapruk N. Systematic Review of the Cost Effectiveness of Insulin Analogues in Type 1 and Type 2 Diabetes Mellitus. PHARMACOECONOMICS 2017; 35:141-162. [PMID: 27752998 DOI: 10.1007/s40273-016-0456-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
BACKGROUND Insulin analogues have a pharmacokinetic advantage over human insulin and are increasingly used to treat diabetes mellitus. A summary of their cost effectiveness versus other available treatments was required. OBJECTIVE Our objective was to systematically review the published cost-effectiveness studies of insulin analogues for the treatment of patients with type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM). METHODS We searched major databases and health technology assessment agency reports for economic evaluation studies published up until 30 September 2015. Two reviewers performed data extraction and assessed the quality of the data using the CHEERS (Consolidated Health Economic Evaluation Reporting Standards) guidelines. RESULTS Seven of the included studies assessed short-acting insulin analogues, 12 assessed biphasic insulin analogues, 30 assessed long-acting insulin analogues and one assessed a combination of short- and long-acting insulin analogues. Only 17 studies involved patients with T1DM, all were modelling studies and 12 were conducted in Canada. The incremental cost-effectiveness ratios (ICERs) for short-acting insulin analogues ranged from dominant to $US435,913 per quality-adjusted life-year (QALY) gained, the ICERs for biphasic insulin analogues ranged from dominant to $US57,636 per QALY gained and the ICERs for long-acting insulin analogues ranged from dominant to $US599,863 per QALY gained. A total of 15 studies met all the CHEERS guidelines reporting quality criteria. Only 26 % of the studies assessed heterogeneity in their analyses. CONCLUSION Current evidence indicates that insulin analogues are cost effective for T1DM; however, evidence for their use in T2DM is not convincing. Additional evidence regarding compliance and efficacy is required to support the broader use of long-acting and biphasic insulin analogues in T2DM. The value of insulin analogues depends strongly on reductions in hypoglycaemia event rates and its efficacy in lowering glycated haemoglobin (HbA1c).
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Affiliation(s)
- Asrul Akmal Shafie
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia.
| | - Chin Hui Ng
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia
| | - Yui Ping Tan
- Discipline of Social and Administrative Pharmacy, School of Pharmaceutical Sciences, Universiti Sains Malaysia (USM), 11800, Penang, Malaysia
| | - Nathorn Chaiyakunapruk
- School of Pharmacy, Monash University Malaysia, Selangor, Malaysia
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Center of Pharmaceutical Outcomes Research (CPOR), Naresuan University, Phitsanulok, Thailand
- School of Pharmacy, University of Wisconsin, Madison, WI, USA
- School of Population Health, University of Queensland, Brisbane, QLD, Australia
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Jakubczyk M, Lipka I, Pawęska J, Niewada M, Rdzanek E, Zaletel J, Ramírez de Arellano A, Doležal T, Chekorova Mitreva B, Nagy B, Petrova G, Šarić T, Yfantopoulos J, Czech M. Cost of severe hypoglycaemia in nine European countries. J Med Econ 2016; 19:973-82. [PMID: 27163169 DOI: 10.1080/13696998.2016.1188823] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE Complications contribute largely to the economic gravity of diabetes mellitus (DM). How they arise and are treated differs substantially between countries. This paper assesses the total annual, direct, and indirect cost of severe hypoglycemia events (SHEs) in nine European countries: Bulgaria, Croatia, the Czech Republic, Greece, Hungary, Macedonia/the former Yugoslav Republic of Macedonia (MK), Poland, Slovenia, and Spain. METHODS Data was collected on epidemiology, treatment structure, SHE-driven resource consumption, and unit costs. Two systematic reviews-on the SHE rates and the resources used for treatment-and data on the days-of-work lost due to SHE along with salaries and employment rates were used. The total SHE cost in each country was calculated and how the differences are driven by individual parameters was analysed. RESULTS The annual costs of SHEs varied in absolute terms from €379,951.25 in MK up to €58,429,684.40 in Spain, or-when expressed per one drug-treated DM patient-from €5.47 in Bulgaria up to €17.74 in Spain. Indirect cost constituted between 6.01% (MK) and 26.49% (Hungary) of the total cost. The differences between countries are driven mostly by the cost of treating a single event, and this is related to general differences in prices. LIMITATIONS The main limitation is the lack of good quality data in some parts, and the necessity to use mean-value imputations, experts' opinions, etc. Additionally, we only considered DM treatment as the SHE driver, while other elements, e.g. style of living, may contribute substantially. CONCLUSIONS A common framework can be applied to estimate the economic burden of SHE in various countries, allowing one to identify the drivers of differences in cost. Treating DM is complex, and so no resolute conclusions ought to be drawn as to whether SHE management is better in one country than another.
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Affiliation(s)
- Michał Jakubczyk
- a Decision Analysis and Support Unit, Warsaw School of Economics , Poland
| | - Izabela Lipka
- b HealthQuest spółka z ograniczoną odpowiedzialnością Sp. K , Warsaw , Poland
| | - Justyna Pawęska
- b HealthQuest spółka z ograniczoną odpowiedzialnością Sp. K , Warsaw , Poland
| | - Maciej Niewada
- c Department of Experimental and Clinical Pharmacology , Medical University of Warsaw , Poland
| | - Elżbieta Rdzanek
- b HealthQuest spółka z ograniczoną odpowiedzialnością Sp. K , Warsaw , Poland
| | - Jelka Zaletel
- d Department of Endocrinology, Diabetes and Metabolic Diseases , University Medical Centre , Ljubljana , Slovenia
| | | | - Tomáš Doležal
- f Institute of Health Economics and Technology Assessment , Prague , the Czech Republic
- g Department of Pharmacology, 2nd Faculty of Medicine , Prague , the Czech Republic
| | | | - Bence Nagy
- i Healthware Consulting Ltd , Budapest , Hungary
| | - Guenka Petrova
- j Department of Social Pharmacy and Pharmacoeconomics, Faculty of Pharmacy , Medical University of Sofia , Bulgaria
| | - Tereza Šarić
- k Promeritus savjetovanje Ltd. , Zagreb , Croatia
| | - John Yfantopoulos
- l School of Economics and Political Science , University of Athens , Greece
| | - Marcin Czech
- m Department of Pharmacoeconomics , Medical University of Warsaw , Poland
- n Business School, Warsaw University of Technology , Poland
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Jiang R, Chen M, Li Y. Effectiveness of picture description education on compliance behaviors of diabetics in western Sichuan district. Int J Nurs Sci 2016. [DOI: 10.1016/j.ijnss.2016.08.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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