Event Rates, Hospital Utilization, and Costs Associated with Major Complications of Diabetes: A Multicountry Comparative Analysis
Background:
Diabetes imposes a substantial burden globally in terms of premature mortality, morbidity, and health care costs. Estimates of economic outcomes associated with diabetes are essential inputs to policy analyses aimed at prevention and treatment of diabetes. Our objective was to estimate and compare event rates, hospital utilization, and costs associated with major diabetes-related complications in high-, middle-, and low-income countries.
Methods and Findings:
Incidence and history of diabetes-related complications, hospital admissions, and length of stay were recorded in 11,140 patients with type 2 diabetes participating in the Action in Diabetes and Vascular Disease (ADVANCE) study (mean age at entry 66 y). The probability of hospital utilization and number of days in hospital for major events associated with coronary disease, cerebrovascular disease, congestive heart failure, peripheral vascular disease, and nephropathy were estimated for three regions (Asia, Eastern Europe, and Established Market Economies) using multiple regression analysis. The resulting estimates of days spent in hospital were multiplied by regional estimates of the costs per hospital bed-day from the World Health Organization to compute annual acute and long-term costs associated with the different types of complications. To assist, comparability, costs are reported in international dollars (Int$), which represent a hypothetical currency that allows for the same quantities of goods or services to be purchased regardless of country, standardized on purchasing power in the United States. A cost calculator accompanying this paper enables the estimation of costs for individual countries and translation of these costs into local currency units. The probability of attending a hospital following an event was highest for heart failure (93%–96% across regions) and lowest for nephropathy (15%–26%). The average numbers of days in hospital given at least one admission were greatest for stroke (17–32 d across region) and heart failure (16–31 d) and lowest for nephropathy (12–23 d). Considering regional differences, probabilities of hospitalization were lowest in Asia and highest in Established Market Economies; on the other hand, lengths of stay were highest in Asia and lowest in Established Market Economies. Overall estimated annual hospital costs for patients with none of the specified events or event histories ranged from Int$76 in Asia to Int$296 in Established Market Economies. All complications included in this analysis led to significant increases in hospital costs; coronary events, cerebrovascular events, and heart failure were the most costly, at more than Int$1,800, Int$3,000, and Int$4,000 in Asia, Eastern Europe, and Established Market Economies, respectively.
Conclusions:
Major complications of diabetes significantly increase hospital use and costs across various settings and are likely to impose a high economic burden on health care systems.
: Please see later in the article for the Editors' Summary
Vyšlo v časopise:
Event Rates, Hospital Utilization, and Costs Associated with Major Complications of Diabetes: A Multicountry Comparative Analysis. PLoS Med 7(2): e32767. doi:10.1371/journal.pmed.1000236
Kategorie:
Research Article
prolekare.web.journal.doi_sk:
https://doi.org/10.1371/journal.pmed.1000236
Souhrn
Background:
Diabetes imposes a substantial burden globally in terms of premature mortality, morbidity, and health care costs. Estimates of economic outcomes associated with diabetes are essential inputs to policy analyses aimed at prevention and treatment of diabetes. Our objective was to estimate and compare event rates, hospital utilization, and costs associated with major diabetes-related complications in high-, middle-, and low-income countries.
Methods and Findings:
Incidence and history of diabetes-related complications, hospital admissions, and length of stay were recorded in 11,140 patients with type 2 diabetes participating in the Action in Diabetes and Vascular Disease (ADVANCE) study (mean age at entry 66 y). The probability of hospital utilization and number of days in hospital for major events associated with coronary disease, cerebrovascular disease, congestive heart failure, peripheral vascular disease, and nephropathy were estimated for three regions (Asia, Eastern Europe, and Established Market Economies) using multiple regression analysis. The resulting estimates of days spent in hospital were multiplied by regional estimates of the costs per hospital bed-day from the World Health Organization to compute annual acute and long-term costs associated with the different types of complications. To assist, comparability, costs are reported in international dollars (Int$), which represent a hypothetical currency that allows for the same quantities of goods or services to be purchased regardless of country, standardized on purchasing power in the United States. A cost calculator accompanying this paper enables the estimation of costs for individual countries and translation of these costs into local currency units. The probability of attending a hospital following an event was highest for heart failure (93%–96% across regions) and lowest for nephropathy (15%–26%). The average numbers of days in hospital given at least one admission were greatest for stroke (17–32 d across region) and heart failure (16–31 d) and lowest for nephropathy (12–23 d). Considering regional differences, probabilities of hospitalization were lowest in Asia and highest in Established Market Economies; on the other hand, lengths of stay were highest in Asia and lowest in Established Market Economies. Overall estimated annual hospital costs for patients with none of the specified events or event histories ranged from Int$76 in Asia to Int$296 in Established Market Economies. All complications included in this analysis led to significant increases in hospital costs; coronary events, cerebrovascular events, and heart failure were the most costly, at more than Int$1,800, Int$3,000, and Int$4,000 in Asia, Eastern Europe, and Established Market Economies, respectively.
Conclusions:
Major complications of diabetes significantly increase hospital use and costs across various settings and are likely to impose a high economic burden on health care systems.
: Please see later in the article for the Editors' Summary
Zdroje
1. WildS
RoglicG
GreenA
SicreeR
KingH
2004 Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27 1047 1053
2. GuK
CowieCC
HarrisMI
1998 Mortality in adults with and without diabetes in a national cohort of the U. S. population, 1971–1993. Diabetes Care 21 1138 1145
3. RoperNA
BilousRW
KellyWF
UnwinNC
ConnollyVM
2001 Excess mortality in a population with diabetes and the impact of material deprivation: longitudinal, population based study. BMJ 322 1389 1393
4. NarayanKM
BoyleJP
ThompsonTJ
SorensenSW
WilliamsonDF
2003 Lifetime risk for diabetes mellitus in the United States. JAMA 290 1884 1890
5. SelbyJV
RayGT
ZhangD
ColbyCJ
1997 Excess costs of medical care for patients with diabetes in a managed care population. Diabetes Care 20 1396 1402
6. RamachandranA
RamachandranS
SnehalathaC
AugustineC
MurugesanN
2007 Increasing expenditure on health care incurred by diabetic subjects in a developing country: a study from India. Diabetes Care 30 252 256
7. RubinR
AltmanWM
MendelsonDN
1994 Health care expenditures for people with diabetes mellitus, 1992. J Clin Endocrinol Metab 78 809A 809F
8. NarayanKM
ZhangP
KanayaAM
WilliamsDE
EngelgauMM
2006 Diabetes: The pandemic and potential solutions. Disease control priorities in developing countries. 2nd edition. New York Oxford University Press 591 604
9. International Diabetes Federation 2006 Diabetes atlas. 3rd Edition. Brussels International Diabetes Federation
10. PatelA
MacMahonS
ChalmersJ
NealB
BillotL
W
2008 Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med 358 2560 2572
11. AdamT
EvansDB
MurrayCJL
2003 Econometric estimation of country–specific hospital costs. Cost Eff Resour Alloc 1 3
12. ADVANCE Management Committee 2001 Study rationale and design of ADVANCE: action in diabetes and vascular disease—preterax and diamicron MR controlled evaluation. Diabetologia 44 1118 1120
13. WooldridgeJM
2001 Econometric analysis of cross section and panel data. Boston: MIT Press.
14. DigglePJ
HeagertyPJ
LiangK-Y
ZegerSL
2002 Analysis of longitudinal data. 2nd Edition. Oxford Oxford University Press
15. Rabe-HeskethS
SkrondalA
2005 Multilevel and longitudinal modeling using stata. College Station (Pennsylvania) Stata Press
16. Liang KY ZegerSL
1986 Longitudinal data analysis using generalized linear models Biometrika 73 13 22
17. JonesAM
2000 Health econometrics.
CulyerAJ
NewhouseJP
Handbook of health economics. Edition 1, volume 1, chapter 6 Amsterdam Elsevier 265 344
18. World Health Organization 2003 Making choices in health: WHO guide to cost-effectiveness analysis. Geneva World Health Organization
19. World Health Organization 2009 World health statistics 2009. Geneva World Health Organization
20. RubinRJ
AltmanWM
MendelsonDN
1994 Health expenditures for people with diabetes mellitus, 1992. J Clin Endocrinol Metab 78 809A 809F
21. HenrikssonF
AgardhC-D
BerneC
BolinderJ
LönnqvistF
2000 Direct medical costs for patients with type 2 diabetes in Sweden. J Intern Med 248 387 396
22. JönssonB
2002 Revealing the cost of Type II diabetes in Europe. Diabetologia 45 S5 S12
23. HoganP
DallT
NikolovP
American Diabetes Association 2003 Economic costs of diabetes in the U.S. in 2002. Diabetes Care 26 917 932
24. American Diabetes Association 2008 Economic costs of diabetes in the U.S. in 2007. Diabetes Care 31 596 615
25. RayappaPH
RajuKNM
KapurA
BjorkS
SylvestC
KumarDMD
1999 The impact of socio-economic factors on diabetes care. Int J Diab Dev Countries 19 7 19
26. WangW
FuCW
PanCY
ChenW
ZhanS
2009 How do type 2 diabetes mellitus-related chronic complications impact direct medical cost in four major cities of urban China? Value Health 12 923 929
27. ClarkePM
GrayAM
BriggsA
StevensRJ
MatthewsDR
HolmanRR
2005 Cost-utility analyses of intensive blood glucose and tight blood pressure control in type 2 diabetes (UKPDS 72). Diabetologia 48 868 877
28. HermanWH
HoergerTJ
BrandleM
HicksK
SorensenS
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. Ann Intern Med 142 323 332
29. XieX
VondelingH
2008 Metformin cost-utility analysis of intensive blood glucose control with metformin versus usual care in overweight type 2 diabetes mellitus patients in Beijing, P.R. China. Value Health 11 S23 S32
30. RamachandranA
SnehalathaC
YamunaA
MaryS
ZhangP
2007 Cost-effectiveness of the interventions in the primary prevention of diabetes among Asian Indians: within-trial results of the Indian Diabetes Prevention Programme (IDPP). Diabetes Care 30 2548 2552
31. ClarkeP
GrayA
LegoodR
BriggsA
HolmanR
2003 The impact of diabetes-related complications on healthcare costs: results from the United Kingdom Prospective Diabetes Study (UKPDS Study No. 65). Diabet Med 20 442 450
Štítky
Interné lekárstvoČlánok vyšiel v časopise
PLOS Medicine
2010 Číslo 2
- Statinová intolerance
- Očkování proti virové hemoragické horečce Ebola experimentální vakcínou rVSVDG-ZEBOV-GP
- DESATORO PRE PRAX: Aktuálne odporúčanie ESPEN pre nutričný manažment u pacientov s COVID-19
- Metamizol v liečbe pooperačnej bolesti u detí do 6 rokov veku
- Co dělat při intoleranci statinů?
Najčítanejšie v tomto čísle
- Packages of Care for Attention-Deficit Hyperactivity Disorder in Low- and Middle-Income Countries
- Measuring hsCRP—An Important Part of a Comprehensive Risk Profile or a Clinically Redundant Practice?
- Developing Global Maps of the Dominant Vectors of Human Malaria
- Guidance for Developers of Health Research Reporting Guidelines