A meta-analysis of health state valuations for people with diabetes: Explaining the variation across methods and implications for economic evaluation

Quality of Life Research

Volumn 20, Issue 10, 2011, Pages 1669-1678

  Lung, Tom W C ^a   Hayes, Alison J ^a   Hayen, Andrew ^a   Farmer, Andrew ^a   Clarke, Philip M ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

Diabetes; Diabetes related complications; Health related quality of life; Meta analysis; QALYs; Simulation modelling

Indexed keywords

BIBLIOGRAPHIC DATABASE; DIABETES MELLITUS; FEMALE; HUMAN; INSULIN DEPENDENT DIABETES MELLITUS; MALE; META ANALYSIS; NON INSULIN DEPENDENT DIABETES MELLITUS; PATHOPHYSIOLOGY; PSYCHOLOGICAL ASPECT; QUALITY ADJUSTED LIFE YEAR; REVIEW;

DATABASES, BIBLIOGRAPHIC; DIABETES COMPLICATIONS; DIABETES MELLITUS, TYPE 1; DIABETES MELLITUS, TYPE 2; FEMALE; HUMANS; MALE; QUALITY-ADJUSTED LIFE YEARS;

EID: 84355166793     PISSN: 09629343     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11136-011-9902-y     Document Type: Article

References (68)

1. PM Clarke AM Gray A Briggs 2004 A model to estimate the lifetime health outcomes of patients with Type 2 diabetes: the United Kingdom prospective diabetes study (UKPDS 68) Outcomes Model Diabetologia 47 1747 1759 (Pubitemid 40022410)
2. AJ Palmer S Roze WJ Valentine 2004 The CORE diabetes model: Projecting long-term clinical outcomes, costs and cost-effectiveness of interventions in diabetes mellitus (Type 1 and 2) to support clinical and reimbursement decision-making Current Medical Research and Opinion 20 Suppl S5 S26
3. WH Herman TJ Hoerger M Brandle K Hicks S Sorensen P Zhang RF Hamman RT Ackermann MM Engelgau RE Ratner 2005 Diabetes Prevention Program Research Group. The cost-effectiveness of lifestyle modification or metformin in preventing type 2 diabetes in adults with impaired glucose tolerance Annals of Internal Medicine 142 5 323 332 (Pubitemid 40293405)
4. EuroQol Group 1990 EuroQol-a new facility for the measurement of health-related quality of life Health Policy 16 3 199 208
5. J Horsman W Furlong D Feeny G Torrance 2003 The Health Utilities Index (HUI®): concepts, measurement properties and applications Health and Quality of Life Outcomes 1 54
6. SJ Walters JE Brazier 2003 What is the relationship between the minimally important difference and health state utility values? The case of the SF-6D Health and Quality of Life Outcomes 1 4
7. GW Torrance 1986 Measurement of health state utilities for economic appraisal: A review Journal of Health Economics 5 1 1 30 (Pubitemid 16098443)
8. M Bharmal J Thomas 2006 Comparing the EQ-5D and the SF-6D Descriptive Systems to assess their ceiling effects in the US general population Value in Health 9 4 262 271 (Pubitemid 44126781)
9. TE Barnett NR Chumbler BW Vogel RJ Beyth P Ryan S Figueroa 2007 The cost-utility of a car coordination/home telehealth programme for veterans with diabetes Journal of Telemedicine and Telecare 13 6 318 321
10. V Douzdjian 1998 Treatment strategies for insulin-dependent diabetics with ESRD: a cost-effectiveness American Journal of Kidney Diseases 31 5 794 802 (Pubitemid 28234631)
11. I Barofsky P Erickson M Eberhardt 2004 Comparison of a single global item and an index of a multi-item health status measure among persons with and without Diabetes in the US Quality of Life Research 13 10 1671 1681 (Pubitemid 41215247)
12. J Chancellor S Aballea A Lawrence R Sheldon S Cure J Plun-Favreau N Marchant 2008 Preferences of patients with diabetes mellitus for inhaled versus injectable insulin regimens Pharmacoeconomics 26 3 217 234 (Pubitemid 351271380)
13. SL Maddigan DG Feeny JA Johnson 2005 Health-related quality of life deficits associated with diabetes and comorbidities in a Canadian national population health survey Quality of Life Research 14 5 1311 1320 (Pubitemid 40895753)
14. Sterne, J. A. C.; Bradburn M. J.; & Egger M. (2001) Meta-analysis in Stata. (Chapter 18) Resource document. Blackwell Publishing.
15. LV Hedges E Tipton MC Johnson 2010 Robust variance estimation in meta-regression with dependent effect size estimates Research Synthesis Methods 1 1 39 65
16. TO Tengs TH Lin 2003 A Meta-analysis of quality-of-life estimates for stroke Pharmacoeconomics 21 3 191 200 (Pubitemid 36286663)
17. SL Maddigan DH Feeny JA Johnson DOVE Investigators. 2004 Construct validity of the RAND-12 and Health Utilities Index Mark 2 and 3 in type 2 diabetes Quality of Life Research 13 2 435 448 (Pubitemid 38392272)
18. SL Maddigan SR Majumdar LM Guirguis RZ Lewanczuk TK Lee EL Toth JA Johnson 2004 Improvements in patient-reported outcomes associated with an intervention to enhance quality of care for rural patients with type 2 diabetes Diabetes Care 27 6 1306 1312 (Pubitemid 38679975)
19. Boye, K. S.; Matza, L. S.; Oglyesby, A.; Malley, K.; Kim, S.; Hayes, R. P. & Brodows, R. (2006). Patient-reported outcomes in a trial of exenatide and insulin glargine for the treatment of type 2 diabetes. Health and Quality of Life Outcomes, October 4, 80.
20. CJ Currie CL Morgan CD Poole P Sharplin M Lammert P [tmp] McEwan 2006 Multivariate models of health-related utility and the fear of hypoglycaemia in people with diabetes Current Medical Research and Opinion 22 8 1523 1534 (Pubitemid 44297431)
21. ES Huang M Shook L Jin MH Chin DO Meltzer 2006 The impact of patient preferences on the cost-effectiveness of intensive glucose control in older patients with new-onset diabetes Diabetes Care 29 2 259 264 (Pubitemid 44106501)
22. D Ose M Wensing J Szecsenyi S Joos K Hermann A Miksch 2009 Impact of primary care-based disease management on the health-related quality of life in patients with type 2 diabetes and comorbidity Diabetes Care 32 9 1594 1596
23. AJ Farmer AN Wade DP French J Simon P Yudkin A Gray 2009 Blood glucose self-monitoring in type 2 diabetes: a randomised controlled trial Health Technology Assessment 13 15 1 50
24. T Hammerschmidt HP Zeitler M Gulich R Leidl 2004 A comparison of different strategies to collect standard gamble utilities Medical Decision Making 24 5 493 503 (Pubitemid 39223702)
25. VA Shah SK Gupta KV Shah S Vinjamaram KV Chalam 2004 TTO utility scores measure quality of life in patients with visual morbidity due to diabetic retinopathy or ARMD Ophthalmic Epidemiology 11 1 43 51 (Pubitemid 38367078)
26. J Lundkvist C Berne B Bolinder L Jönsson 2005 The economic and quality of life impact of hypoglycaemia European Journal of Health Economics 6 3 197 202 (Pubitemid 41638842)
27. HL Wee SC Li YB Cheung KY Fong J Thumboo 2006 The influence of ethnicity on health-related quality of life in diabetes mellitus: a population-based, multiethnic study Journal of Diabetes and Its Complications 20 3 170 178
28. SES Brown DO Meltzer MH Chin ES Huang 2008 Perceptions of quality-of-life effects of treatments for diabetes mellitus in vulnerable and nonvulnerable older patients Journal of the American Geriatrics Society 56 7 1183 1190
29. A Lloyd B Nafees S Gavriel MD Rousculp KS Boye A Ahmad 2008 Health utility values associated with diabetic retinopathy Diabetic Medicine 25 5 618 624 (Pubitemid 351590891)
30. P Sakthong R Charoenvisuthiwongs R Shabunthom 2008 A comparison of EQ-5D index scores using the UK, US and Japan preference weights in a Thai sample with type 2 diabetes Health and quality of life outcomes 23 6 71
31. LN [tmp] McEwen C Kim MN Haan D Ghosh PM Lantz TJ Thompson WH Herman 2009 Are health-related quality-of-life and self-rated health associated with mortality? Insights from translating research into action for diabetes (TRIAD) Primary Care Diabetes 3 1 37 42
32. ADVANCE Collaborative Group 2007 Effects of a fixed combination of perindopril and indapamide on macrovascular and microvascular outcomes in patients with type 2 diabetes mellitus (the ADVANCE trial): a randomised controlled trial Lancet 370 829 840
33. DJ Wexler RW Grant E Wittenburg JL Bosch E Cagliero L Delahanty MA Blais JB Meigs 2006 Correlates of health-related quality of life in Type 2 diabetes Diabetologia 49 1489 1497 (Pubitemid 43848084)
34. AR Levy TL Christensen JA Johnson 2008 Utility values for symptomatic non-severe hypoglycaemia elicited from persons with and without diabetes in Canada and the United Kingdom Health and Quality of Life Outcomes 29 6 73
35. MM Brown GC Brown S Sharma G Shah 1999 Utility Values and Diabetic Retinopathy American Journal of Ophthalmology 128 3 324 330 (Pubitemid 29413229)
36. GC Brown MM Brown S Sharma H Brown M Gozum P Denton 2000 Quality of life associated with diabetes mellitus in an adult population Journal of Diabetes and Its Complications 14 1 18 24 (Pubitemid 30484034)
37. MM Brown GC Brown S Sharma J Landy J Bakal 2002 Quality of life with visual acuity loss from diabetic retinopathy and age-related macular degeneration Archives of Ophthalmology 120 4 481 484 (Pubitemid 34727820)
38. WK Redekop MA Koopmanschap RP Stolk GE Rutten BH Wolffenbuttel LW Niessen 2002 Health-related quality of life and treatment satisfaction in Dutch patients with type 2 diabetes Diabetes Care 25 3 458 463 (Pubitemid 41103336)
39. SD Sullivan DP Lew BE Devine Z Hakim GE Reiber DL Veenstra 2002 Health state preference assessment in diabetic peripheral neuropathy Pharmacoeconomics 20 15 1079 1089 (Pubitemid 36005721)
40. P Clarke A Gray R Holman 2002 Estimating utility values for health states of type 2 diabetic patients using the EQ-5D (UKPDS 62) Medical Decision Making 22 4 340 349 (Pubitemid 34791321)
41. HE Hart HJG Bilo WK Redekop RP Stolk JH Assink B Meyboom-de Jong 2003 Quality of life of patients with type 1 diabetes mellitus Quality of Life Research 12 8 1089 1097 (Pubitemid 37386636)
42. S Sharma A Oliver-Fernandez J Bakal H Hollands GC Brown MM Brown 2003 Utilities associated with diabetic retinopathy: results from a Canadian sample The British Journal of Ophthalmology 87 3 259 261 (Pubitemid 36307893)
43. A Bagust S Beale 2005 Modelling EuroQol health-related utility values for diabetic complications from CODE-2 data Health Economics 14 3 217 230 (Pubitemid 40360759)
44. HL Wee YB Cheung SC Li KY Fong J Thumboo 2005 The impact of diabetes mellitus and other chronic medical conditions on health-related quality of life: Is the whole greater than the sum of its parts? Health and Quality of Life Outcomes January 3 2
45. PM Clarke J Simon CA Cull RR Holman 2006 Assessing the impact of visual acuity on quality of life in individuals with type 2 diabetes using the short form-36 Diabetes Care 29 7 1506 1511 (Pubitemid 44127572)
46. CL Morgan P [tmp] McEwan M Morrissey JR Peters C Poole CJ Currie 2006 Characterization and comparison of health-related utility in people with diabetes with various single and multiple vascular complications Diabetic Medicine 23 10 1100 1105 (Pubitemid 44401139)
47. H Sakamaki S Ikeda N Ikegami Y Uchigata Y Iwamoto H Origasa T Otani Y Otani 2006 Measurement of HRQL using EQ-5D in patients with type 2 diabetes mellitus in Japan Value in Health 9 1 47 53
48. AL Supina DH Feeny LJ Carroll JA Johnson 2006 Misinterpretation with norm-based scoring of health status in adults with type 1 diabetes Health and Quality of Life Outcomes 16 4 15
49. KS Boye N Yurgin T Dilla LA Cordero X Badia NL Suriñach P Pérez 2007 Health-related quality of life of patients with type 2 diabetes mellitus in primary care in Spain: self-reported and proxy assessment using the EQ-5D Journal of Medical Economics 10 1 41 58 (Pubitemid 46569988)
50. ES Huang SE Brown BG Ewigman EC Foley DO Meltzer 2007 Patient perceptions of quality of life with diabetes-related complications and treatments Diabetes Care 30 10 2478 2483 (Pubitemid 47547775)
51. P Glasziou J Alexander E Beller PM Clarke The ADVANCE Collaborative Group 2007 Which health-related quality of life score? A comparison of alternative utility measures in patients with type 2 diabetes in the ADVANCE trial Health and Quality of Life Outcomes 27 5 21
52. LS Matza KS Boye N Yurgin J Brewster-Jordan S Mannix JM Shorr BL Barber 2007 Utilities and disutilities for type 2 diabetes treatment-related attributes Quality of Life Research 16 7 1251 1265 (Pubitemid 47357727)
53. PW Sullivan VH Ghushchyan R Ben-Joseph 2008 The impact of obesity on diabetes, hyperlipidemia and hypertension in the United States Quality of Life Research 17 8 1063 1071
54. P Vexiau P Mavros G Krishnarajah R Lyu D Yin 2008 Hypoglycaemia in patients with type 2 diabetes treated with a combination of metformin and sulphonylurea therapy in France Diabetes, obesity and metabolism 10 Suppl, 1 16 24
55. M Arne C Janson S Janson G Boman U Lindqvist C Berne M Emtner 2009 Physical activity and quality of life in subjects with chronic disease: Chronic obstructive pulmonary disease compared with rheumatoid arthritis and diabetes mellitus Scandinavian Journal of Primary Health Care 27 3 141 147
56. PM Clarke AJ Hayes PG Glasziou R Scott J Simes AC Keech 2009 Using the EQ-5D index score as a predictor of outcomes in patients with type 2 diabetes Medical Care 47 1 61 68
57. E Marrett T Stargardt P Mavros CM Alexander 2009 Patient-reported outcomes in a survey of patients treated with oral antihyperglycaemic medications: associations with hypoglycaemia and weight gain Diabetes, obesity and metabolism 11 12 1138 1144
58. XH Zhang HL Wee K Tan J Thumboo SC Li 2009 Is diabetes knowledge associated with health-related quality of life among subjects with diabetes? A preliminary cross-sectional convenience-sampling survey study among English-speaking diabetic subjects in Singapore Journal of Chinese Clinical medicine 4 3 144 150
59. T Mills SK Law J Walt P Buchholz J Hansen 2009 Quality of Life in Glaucoma and Three Other Chronic Diseases Drugs and Aging 26 11 933 950
60. Imayama, I. (2009). Determinants of quality of life in adults with diabetes. Centre of Health Promotion Studies, School of Public Health. US: DPhil University of Alberta.
61. J Cochran VS Conn 2008 Meta-analysis of quality of life outcomes following diabetes self-management training The Diabetes Educator 34 5 815 823
62. Kind, P.; Hardman, G. & Macran Susan. (1999) UK population norms for EQ-5D: Discussion Paper 172 The University of York, Centre for Health Economics.
63. DG Fryback NC Dunham M Palta J Hammer J Buechner D Cherepanov S Herrington RD Hays RM Kaplan TG Ganiats D Feeny P Kind 2007 US Norms for six generic health-related quality of life indexes from the national health measurement study Medical Care 45 12 1162 1170
64. R Ariza-Ariza B Hernandez-Cruz L Carmona MD Ruiz-Montesinos J Ballina F Navarro-Sarabia The Costs Quality of Life in Rheumatoid Arthritis Study Group 2006 Assessing utility values in rheumatoid arthritis: A comparison between time trade off and the EuroQol Arthritis Care & Research 55 5 751 756 (Pubitemid 44619189)
65. Ramon Luengo-Fernandez. (2009). Resource costs, health outcomes and cost effectiveness in stroke care: Evidence from the Oxford Vascular Study. DPhil, Oxford University, UK.
66. YS Liem JL Bosch MG Hunink 2008 Preference-Based quality of life of patients on renal replacement therapy: A systematic review and meta-analysis Value in Health 11 4 733 741 (Pubitemid 352032818)
67. National Institute for Clinical Excellence (NICE) (2004), Guide to the methods of technology appraisal, NICE, London.
68. Commonwealth of Australia. (1995). Guidelines for the pharmaceutical industry on preparation of submissions to the Pharmaceutical Benefits Advisory Committee: including economic analysis. Canberra: Department of Health and Community Services.