State-Transition Modeling: A Report of the ISPOR-SMDM Modeling Good Research Practices Task Force-3

Value in Health - Tập 15 - Trang 812-820 - 2012
Uwe Siebert1,2,3, Oguzhan Alagoz4, Ahmed M. Bayoumi5, Beate Jahn1,2, Douglas K. Owens6,7, David J. Cohen8, Karen M. Kuntz9
1UMIT – University for Health Sciences Medical Informatics and Technology, Hall in Tirol, Austria
2Oncotyrol, center for personalized cancer medicine, Innsbruck, Austria
3School of Public Health and Medical School, Harvard University, Boston, MA, USA
4Departments of Industrial and Systems Engineering and Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA
5Department of Medicine and Institute of Health Policy, Management and Evaluation, University of Toronto, and St. Michael's Hospital, Toronto, ON, Canada
6VA Palo Alto Health Care System, Palo Alto, CA, USA
7Stanford University, Stanford, CA, USA
8Saint Luke's Mid America Heart Institute, University of Missouri-Kansas City School of Medicine, Kansas City, MO, USA
9School of Public Health, University of Minnesota, Minneapolis, MN, USA

Tài liệu tham khảo

Caro, 2012, Modeling good research practices - overview: A report of the ISPOR-SMDM modeling good research practices task force-1, Value Health, 15, 796, 10.1016/j.jval.2012.06.012 Roberts, 2012, Conceptualizing a model: A report of the ISPOR-SMDM modeling good research practices task force-2, Value Health, 15, 804, 10.1016/j.jval.2012.06.016 Karnon, 2012, Modeling using discrete event simulation: A report of the ISPOR-SMDM modeling good research practices task force-4, Value Health, 15, 821, 10.1016/j.jval.2012.04.013 Pitman, 2012, Dynamic transmission modeling: A report of the ISPOR-SMDM modeling good research practices task force-5, Value Health, 15, 828, 10.1016/j.jval.2012.06.011 Briggs, 2012, Model parameter estimation and uncertainty: A report of the ISPOR-SMDM modeling good research practices task force-6, Value Health, 15, 835, 10.1016/j.jval.2012.04.014 Eddy, 2012, Model transparency and validation: A report of the ISPOR-SMDM modeling good research practices task force-7, Value Health, 15, 843, 10.1016/j.jval.2012.04.012 Beck, 1983, The Markov process in medical prognosis, Med Decis Making, 3, 419, 10.1177/0272989X8300300403 Sonnenberg, 1993, Markov models in medical decision making: a practical guide, Med Decis Making, 13, 322, 10.1177/0272989X9301300409 Spielauer, 2007, Dynamic microsimulation of health care demand, health care finance and the economic impact of health behaviours: survey and review, Int J Microsimuation, 1, 35, 10.34196/ijm.00005 Groot Koerkamp, 2010, Uncertainty and patient heterogeneity in medical decision models, Med Decis Making, 30, 194, 10.1177/0272989X09342277 Weinstein, 2006, Recent developments in decision-analytic modelling for economic evaluation, Pharmacoeconomics, 24, 1043, 10.2165/00019053-200624110-00002 Hunink, 2001 Caro, 2005, Pharmacoeconomic analysis using discrete event simulation, Pharmacoeconomics, 23, 323, 10.2165/00019053-200523040-00003 Siebert, 2003, When should decision-analytic modeling be used in the economic evaluation of health care?, Eur J Health Econom, 4, 143, 10.1007/s10198-003-0205-2 Col, 1997, Patient-specific decisions about hormone replacement therapy in postmenopausal women, JAMA, 277, 1140, 10.1001/jama.1997.03540380054031 Eddy, 1980 Russel, 1994 Grill, 2005, Comparing the clinical effectiveness of different new-born hearing screening strategies: a decision analysis, BMC Public Health, 5, 12, 10.1186/1471-2458-5-12 Gutierrez de Mesa, 2007, Modeling the impact of genetic screening technologies on healthcare: theoretical model for asthma in children, Mol Diag Ther, 11, 313, 10.1007/BF03256252 Meckley, 2010, A policy model to evaluate the benefits, risks and costs of warfarin pharmacogenomic testing, Pharmacoeconomics, 28, 61, 10.2165/11318240-000000000-00000 Rogowski, 2009, The cost-effectiveness of screening for hereditary hemochromatosis in Germany: a remodeling study, Med Decis Making, 29, 224, 10.1177/0272989X08327112 Goldie, 2006, Cost-effectiveness of cervical cancer screening, Vaccine, 24, S164, 10.1016/j.vaccine.2006.05.114 Lee, 2010, Cost-effectiveness of breast MR imaging and screen-film mammography for screening BRCA1 gene mutation carriers, Radiology, 254, 793, 10.1148/radiol.09091086 Sroczynski, 2011, Cost-effectiveness of primary HPV screening for cervical cancer in Germany - a decision analysis, Eur J Cancer, 47, 1633, 10.1016/j.ejca.2011.03.006 Zauber, 2008, Evaluating test strategies for colorectal cancer screening: a decision analysis for the US Preventive Services Task Force, Ann Intern Med, 149, 659, 10.7326/0003-4819-149-9-200811040-00244 Sanders, 2005, Cost effectiveness of screening for HIV in the era of highly active antiretroviral therapy, N Engl J Med, 352, 570, 10.1056/NEJMsa042657 Sanders, 2008, Cost effectiveness of HIV screening in patients older than 55 years of age, Ann Intern Med, 148, 889, 10.7326/0003-4819-148-12-200806170-00002 Trikalinos, 2009, Decision-analytic modeling to evaluate benefits and harms of medical tests: uses and limitations, Med Decis Making, 29, E22, 10.1177/0272989X09345022 Gould, 2003, Cost effectiveness of alternative management strategies for patients with solitary pulmonary nodules, Ann Intern Med, 138, 724, 10.7326/0003-4819-138-9-200305060-00009 Hunink, 1999, Noninvasive imaging for the diagnosis of coronary artery disease: focusing the development of new diagnostic technology, Ann Intern Med, 131, 673, 10.7326/0003-4819-131-9-199911020-00008 Cohen, 2004, Cost-effectiveness of sirolimus-eluting stents for treatment of complex coronary stenoses: results from the Sirolimus-Eluting Balloon Expandable Stent in the Treatment of Patients With De Novo Native Coronary Artery Lesions (SIRIUS) trial, Circulation, 110, 508, 10.1161/01.CIR.0000136821.99814.43 Sanders, 2005, Cost effectiveness of the implantable cardioverter defibrillator (ICD) in primary prevention of sudden death, N Engl J Med, 353, 1471, 10.1056/NEJMsa051989 Siebert, 2005, Int J Tech Assess Health Care, 21, 55, 10.1017/S0266462305050075 Freedberg, 1998, The cost-effectiveness of preventing AIDS-related opportunistic infections, JAMA, 279, 130, 10.1001/jama.279.2.130 Bentley, 2009, Effects of categorizing continuous variables in decision-analytic models, Med Decis Making, 29, 549, 10.1177/0272989X09340238 Lee, 2008, Breast cancer screening in BRCA1 mutation carriers: effectiveness of MR imaging–Markov Monte Carlo decision analysis, Radiology, 246, 763, 10.1148/radiol.2463070224 Clarke, 2004, A model to estimate the lifetime health outcomes of patients with type 2 diabetes: the United Kingdom Prospective Diabetes Study (UKPDS) outcomes model, Diabetologia, 47, 1747, 10.1007/s00125-004-1527-z Robins, 2004, Estimations of the effects of multiple interventions, Vol. 1, 2191 Puterman, 1994 Alagoz, 2010, Markov decision processes: a tool for sequential decision making under uncertainty, Med Decis Making, 30, 474, 10.1177/0272989X09353194 Dewilde, 2004, The cost-effectiveness of screening programs using single and multiple birth cohort simulations: a comparison using a model of cervical cancer, Med Decis Making, 24, 486, 10.1177/0272989X04268953 Lieu, 1997, Projected cost-effectiveness of primary angioplasty for acute myocardial infarction, J Am Coll Cardiol, 30, 1741, 10.1016/S0735-1097(97)00391-4 Berrington de Gonzalez, 2011, Radiation-related cancer risks from CT colonography screening: a risk-benefit analysis, AJR Am J Roentgenol, 196, 816, 10.2214/AJR.10.4907 Kuntz, 2002, Assessing the sensitivity of decision-analytic results to unobserved markers of risk: defining the effects of heterogeneity bias, Med Decis Making, 22, 218, 10.1177/02789X02022003004 Zaric, 2003, The impact of ignoring population heterogeneity when Markov models are used in cost-effectiveness analysis, Med Decis Making, 23, 379, 10.1177/0272989X03256883 Sonnenberg, 1994, Toward a peer review process for medical decision analysis models, Med Care, 32, JS52 Owens, 2010, Grading the strength of a body of evidence when comparing medical interventions – AHRQ and the effective health care program, J Clin Epidemiol, 63, 513, 10.1016/j.jclinepi.2009.03.009 Guyatt, 2011, GRADE guidelines: a new series of articles in the Journal of Clinical Epidemiology, J Clin Epidemiol, 64, 380, 10.1016/j.jclinepi.2010.09.011 Balshem, 2011, GRADE guidelines, 3: rating the quality of evidence, J Epidemiol, 64, 401, 10.1016/j.jclinepi.2010.07.015 Miller, 1994, Determining transition probabilities: confusion and suggestions, Med Decis Making, 14, 52, 10.1177/0272989X9401400107 Kuntz, 1995, Life expectancy biases in clinical decision modeling, Med Decis Making, 15, 158, 10.1177/0272989X9501500209 Cox, 2009, Value Health, 12, 1053, 10.1111/j.1524-4733.2009.00601.x Johnson, 2009, Value Health, 12, 1062, 10.1111/j.1524-4733.2009.00602.x Kuntz, 2001, Modelling in economic evaluation Stout, 2008, Keeping the noise down: common random numbers for disease simulation modeling, Health Care Manage Sci, 11, 399, 10.1007/s10729-008-9067-6