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Decision Making in Health and Medicine
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    Anderson, Barry F. and Misuraca, Raffaella 2016. Perceptual commensuration in decision tables. The Quarterly Journal of Experimental Psychology, p. 1.


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    Molin, Adam Ramesh, Chithrupa Esen, Hasan and Johansson, Karl Henrik 2015. 2015 54th IEEE Conference on Decision and Control (CDC). p. 4163.

    Mushlin, Alvin I 2015. To (genetic) test or not to test, that is the question. Journal of Comparative Effectiveness Research, Vol. 4, Issue. 5, p. 429.


    Younge, John O Kouwenhoven-Pasmooij, Tessa A Freak-Poli, Rosanne Roos-Hesselink, Jolien W and Hunink, MG Myriam 2015. Randomized study designs for lifestyle interventions: a tutorial. International Journal of Epidemiology, Vol. 44, Issue. 6, p. 2006.


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Book description

Decision making in health care involves consideration of a complex set of diagnostic, therapeutic and prognostic uncertainties. Medical therapies have side effects, surgical interventions may lead to complications, and diagnostic tests can produce misleading results. Furthermore, patient values and service costs must be considered. Decisions in clinical and health policy require careful weighing of risks and benefits and are commonly a trade-off of competing objectives: maximizing quality of life vs maximizing life expectancy vs minimizing the resources required. This text takes a proactive, systematic and rational approach to medical decision making. It covers decision trees, Bayesian revision, receiver operating characteristic curves, and cost-effectiveness analysis, as well as advanced topics such as Markov models, microsimulation, probabilistic sensitivity analysis and value of information analysis. It provides an essential resource for trainees and researchers involved in medical decision modelling, evidence-based medicine, clinical epidemiology, comparative effectiveness, public health, health economics, and health technology assessment.

Reviews

Review of previous edition:‘This is an impressively comprehensive approach to clinical decision-making with every angle considered, advantages and disadvantages tabulated … there is a great deal of knowledge and information in these chapters, presented with masses of detailed mathematical and statistical analysis.'

Source: Journal of the Royal Society of Medicine

Review of previous edition:‘… once I started to read the book, I was gripped. It is very readable, making a complex subject appear crystal clear and easy to understand … this book is a very useful addition to the literature on evidence-based health care, providing clear strategies for incorporating decision analysis into our daily decision making.'

Source: Family Practice

Review of previous edition:‘This book would be a useful acquisition for a statistician who needs the basics of decision-making, and it would certainly be a good book for a non-statistician.'

Source: Pharmaceutical Statistics

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D Kahneman , A Tversky . Prospect theory: an analysis of decision under risk. Econometrica. 1979;47(2):263–91.

D McFadden . Rationality for economists? J Risk Uncertainty. 1999;19(1–3):73–105.

MC Katapodi , KA Lee , NC Facione , MJ Dodd . Predictors of perceived breast cancer risk and the relation between perceived risk and breast cancer screening: a meta-analytic review. Prev Med. 2004;38(4):388–402.

NE Avis , KW Smith , JB McKinlay . Accuracy of perceptions of heart attack risk: what influences perceptions and can they be changed? Am J Public Health. 1989;79(12):1608–12.

A Cull , ED Anderson , S Campbell , et al. The impact of genetic counselling about breast cancer risk on women’s risk perceptions and levels of distress. Br J Cancer. 1999;79(3–4):501–8.

AD Gurmankin , S Domchek , J Stopfer , C Fels , K Armstrong . Patients’ resistance to risk information in genetic counseling for BRCA1/2. Arch Intern Med. 2005;165(5):523–9.

SG Pauker , JP Kassirer . The threshold approach to clinical decision making. N Engl J Med. 1980;302(20):1109–17.

NT Brewer , GB Chapman , JA Schwartz , GR Bergus . The influence of irrelevant anchors on the judgments and choices of doctors and patients. Med Decis Making. 2007;27(2):203–11.

TS Genders , EW Steyerberg , MG Hunink , et al. Prediction model to estimate presence of coronary artery disease: retrospective pooled analysis of existing cohorts. BMJ. 2012;344:e3485.

Y Kwok , C Kim , D Grady , M Segal , R Redberg . Meta-analysis of exercise testing to detect coronary artery disease in women. Am J Cardiol. 1999;83(5):660–6.

CC Earle , MB Landrum , JM Souza , et al. Aggressiveness of cancer care near the end of life: is it a quality-of-care issue? J Clin Oncol. 2008;26(23):3860–6.

G Pontone , D Andreini , AL Bartorelli , et al. Radiation dose and diagnostic accuracy of multidetector computed tomography for the detection of significant coronary artery stenoses: a meta-analysis. Int J Cardiol. 2012;160(3):155–64.

ES Holmboe , J Concato . Treatment decisions for localized prostate cancer: asking men what’s important. J Gen Intern Med. 2000;15(10):694–701.

J Xu , RK Dailey , S Eggly , AV Neale , KL Schwartz . Men’s perspectives on selecting their prostate cancer treatment. J Natl Med Assoc. 2011;103(6):468–78.

I Bateman , S Dent , E Peters , P Slovic , C Starmer . The affect heuristic and the attractiveness of simple gambles. J Behav Decis Making. 2007;20(4):365–80.

MG Hunink . In search of tools to aid logical thinking and communicating about medical decision making. Med Decis Making. 2001;21(4):267–77.

D Kahneman , J Knetsch , R Thaler . The endowment effect, loss aversion, and status quo bias. J Econ Perspect. 1991;5(1):193–206.

D Kahneman , J Knetsch , R Thaler . Experimental tests of the endowment effect and the Coase theorem. J Polit Econ. 1990;98(6):1325–48.

M Bansal-Travers , D Hammond , P Smith , KM Cummings . The impact of cigarette pack design, descriptors, and warning labels on risk perception in the U.S. Am J Prev Med. 2011;40(6):674–82.

SG Pauker . Medical decision making: how patients choose. Med Decis Making. 2010;30(5 Suppl):8S–10S.

RM Epstein , BS Alper , TE Quill . Communicating evidence for participatory decision making. JAMA. 2004;291(19):2359–66.

H Kamel , MSV Elkind , PD Bhave , et al. Paroxysmal supraventricular tachycardia and the risk of ischemic stroke. Stroke. 2013;44(6):1550–4.

M Allais . Le comportement de l’homme rationnel devant le risque: critique des postulats et axiomes de l’école Américaine. Econometrica. 1953;21(4):503–46.

IC Mos , FA Klok , LJ Kroft , et al. Safety of ruling out acute pulmonary embolism by normal computed tomography pulmonary angiography in patients with an indication for computed tomography: systematic review and meta-analysis. J Thromb Haemost. 2009;7(9):1491–8.

LJ Trevena , HM Davey , A Barratt , P Butow , P Caldwell . A systematic review on communicating with patients about evidence. Eval Clin Pract. 2006;12(1):13–23.

G Loomes , R Sugden . Regret theory: An alternative theory of rational choice under uncertainty. Econ J. 1982;92(4):805–24.

M Rawlins . De testimonio: on the evidence for decisions about the use of therapeutic interventions. Lancet. 2008;372(9656):2152–61.

JL Cronenwett , JD Birkmeyer , GB Nackman , et al. Cost-effectiveness of carotid endarterectomy in asymptomatic patients. J Vasc Surg. 1997;25(2):298–309; discussion 10–11.

AW Kurian , BM Sigal , SK Plevritis . Survival analysis of cancer risk reduction strategies for BRCA1/2 mutation carriers. J Clin Oncol. 2010;28(2):222–31.

W Lucassen , GJ Geersing , PM Erkens , et al. Clinical decision rules for excluding pulmonary embolism: a meta-analysis. Ann Intern Med. 2011;155(7):448–60.

MD Schwartz , HB Valdimarsdottir , TA DeMarco , et al. Randomized trial of a decision aid for BRCA1/BRCA2 mutation carriers: impact on measures of decision making and satisfaction. Health Psychology. 2009;28(1):11–9.

MJ Bradburn , TG Clark , SB Love , DG Altman . Survival analysis part II: multivariate data analysis – an introduction to concepts and methods. Br J Cancer. 2003;89(3):431–6.

SM Bates . Pregnancy-associated venous thromboembolism: prevention and treatment. Semin Hematol. 2011;48(4):271–84.

EM PB Kaufman , WF Lawrence , R Shelby , et al. Development of an interactive decision aid for female BRCA1/BRCA2 carriers. J Genet Couns. 2003;12:109–29.

AR van Erkel , PM Pattynama . Cost-effective diagnostic algorithms in pulmonary embolism: an updated analysis. Acad Radiol. 1998;5 Suppl. 2:S321–7.

AW Kurian , DF Munoz , P Rust , et al. Online tool to guide decisions for BRCA1/2 mutation carriers. J Clin Oncol. 2012;30(5):497–506.

JR Beck , JP Kassirer , SG Pauker . A convenient approximation of life expectancy (the “DEALE”). I. Validation of the method. Am J Med. 1982;73(6):883–8.

SG Pauker , JP Kassirer . Therapeutic decision making: a cost–benefit analysis. N Engl J Med. 1975;293(5):229–34.

DA Redelmeier , P Rozin , D Kahneman . Understanding patients’ decisions. Cognitive and emotional perspectives. JAMA. 1993;270(1):72–6.

NV Dawson , HR Arkes . Systematic errors in medical decision making: judgment limitations. J Gen Intern Med. 1987;2(3):183–7.

GJ Cuchural , AS Levey , SG Pauker . Kidney failure or cancer. Should immunosuppression be continued in a transplant patient with malignant melanoma? Med Decis Making. 1984;4(1):82–107.

JR Beck , SG Pauker . The Markov process in medical prognosis. Med Decis Making. 1983;3(4):419–58.

E Wilcox . Decisions for dummies. CMAJ. 2009;181(5):E78.

GA Miller . The magical number seven, plus or minus two: some limits on our capacity for processing information. Psychol Rev. 1956;63:81–97.

FA Sonnenberg , JR Beck . Markov models in medical decision making: a practical guide. Med Decis Making. 1993;13(4):322–38.

N Shaw , P Dear . How do parents of babies interpret qualitative expressions of probability? Arch Dis Child. 1990;65(5):520–3.

KK Woloshin , M Ruffin , DW Gorenflo . Patients’ interpretation of qualitative probability statements. Arch Fam Med. 1994;3(11):961.

U Siebert , O Alagoz , AM Bayoumi , et al. State-transition modeling: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force-3. Med Decis Making. 2012;32(5):690–700.

JJ Caro . Pharmacoeconomic analyses using discrete event simulation. Pharmacoeconomics. 2005;23(4):323–32.

D Timmermans . The roles of experience and domain of expertise in using numerical and verbal probability terms in medical decisions. Med Decis Making. 1994;14(2):146–56.

MC Weinstein . Recent developments in decision-analytic modelling for economic evaluation. Pharmacoeconomics. 2006;24(11):1043–53.

J Pliskin , D Shepard , M Weinstein . Utility functions for life years and health status. Oper Res. 1980;28(1):206–24.

P Barton , P Jobanputra , J Wilson , S Bryan , A Burls . The use of modelling to evaluate new drugs for patients with a chronic condition: the case of antibodies against tumour necrosis factor in rheumatoid arthritis. Health Technol Assess. 2004;8(11):iii, 1–91.

J Karnon , J Stahl , A Brennan , JJ Caro , J Mar , J Moller . Modeling using discrete event simulation: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force-4. Med Decis Making. 2012;32(5):701–11.

A Tversky , D Kahneman . The framing of decisions and the psychology of choice. Science. 1981;211(4481):453–8.

DA Redelmeier , E Shafir . Medical decision making in situations that offer multiple alternatives. JAMA. 1995;273(4):302–5.

DC Des Jarlais , HA Bramson , C Wong , et al. Racial/ethnic disparities in HIV infection among people who inject drugs: an international systematic review and meta-analysis. Addiction. 2012;107(12):2087–95.

CA McHorney , JE Ware , AE Raczek . The MOS 36-Item Short-Form Health Survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care. 1993;31:247–63.

R Pitman , D Fisman , GS Zaric , et al. Dynamic transmission modeling: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-5. Med Decis Making. 2012;32(5):712–21.

DB Mark , MA Hlatky , RM Califf , et al. Cost effectiveness of thrombolytic therapy with tissue plasminogen activator as compared with streptokinase for acute myocardial infarction. N Engl J Med. 1995;332(21):1418–24.

MH Eckman , J Rosand , SM Greenberg , BF Gage . Cost-effectiveness of using pharmacogenetic information in warfarin dosing for patients with nonvalvular atrial fibrillation. Ann Intern Med. 2009;150(2):73–83.

O Alagoz , H Hsu , AJ Schaefer , MS Roberts . Markov decision processes: a tool for sequential decision making under uncertainty. Med Decis Making. 2010;30(4):474–83.

PM GT Pierorazio , M Han , et al. Long-term survival after radical prostatectomy for men with high Gleason sum in the pathological specimen. Urology. 2010;76(3):715–21.

JE Ware , CD Sherbourne . The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992;30:473–83.

AT Beck , CH Ward , M Mendelson , J Mock , An inventory for measuring depression. Archives of Gen Psych. 1961;4:53–63.

T Vanni , J Karnon , J Madan , et al. Calibrating models in economic evaluation: a seven-step approach. Pharmacoeconomics. 2011;29(1):35–49.

WB Kannel . The Framingham Study: ITS 50-year legacy and future promise. Journal Of Atherosclerosis And Thrombosis. 1999;6(2):60–6.

DR Wright , E Wittenberg , JS Swan , RA Miksad , LA Prosser . Methods for measuring temporary health states for cost-utility analyses. PharmacoEconomics. 2009;27(9):713–23.

JJ Kim , KM Kuntz , NK Stout , et al. Multiparameter calibration of a natural history model of cervical cancer. Am J Epidemiol. 2007;166(2):137–50.

SJ Jansen , AM Stiggelbout , PP Wakker , et al. Patients’ utilities for cancer treatments: a study of the chained procedure for the standard gamble and time tradeoff. Med Decis Making. 1998;18(4):391–9.

DC Taylor , V Pawar , D Kruzikas , et al. Calibrating longitudinal models to cross-sectional data: the effect of temporal changes in health practices. Value Health. 2011;14(5):700–4.

S Baker , P Priest , R Jackson . Using thresholds based on risk of cardiovascular disease to target treatment for hypertension: modelling events averted and number treated. BMJ. 2000;320(7236):680.

DC Taylor , V Pawar , DT Kruzikas , et al. Incorporating calibrated model parameters into sensitivity analyses: deterministic and probabilistic approaches. Pharmacoeconomics. 2012;30(2):119–26.

R Jackson . Updated New Zealand cardiovascular disease risk–benefit prediction guide. BMJ. 2000;320(7236):709–10.

P Dolan , C Gudex , P Kind , A Williams . Valuing health states: a comparison of methods. J Health Econ. 1996;15(2):209–31.

DC Taylor , V Pawar , D Kruzikas , et al. Methods of model calibration: observations from a mathematical model of cervical cancer. Pharmacoeconomics. 2010;28(11):995–1000.

AM Bayoumi . The measurement of contingent valuation for health economics. PharmacoEconomics. 2004;22(11):691–700.

B O’Brien , A Gafni . When do the “dollars” make sense? Toward a conceptual framework for contingent valuation studies in health care. Med Decis Making. 1996;16(3):288–99.

D Weller , D Thomas , J Hiller , A Woodward , J Edwards . Screening for colorectal cancer using an immunochemical test for faecal occult blood: results of the first 2 years of a South Australian programme. Aust N Z J Surg. 1994;64(7):464–9.

CY Kong , PM McMahon , GS Gazelle . Calibration of disease simulation model using an engineering approach. Value Health. 2009;12(4):521–9.

CM Rutter , DL Miglioretti , JE Savarino . Bayesian calibration of microsimulation models. J Am Stat Assoc. 2009;104(488):1338–50.

EP Whitlock , JS Lin , E Liles , TL Beil , R Fu . Screening for colorectal cancer: a targeted, updated systematic review for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149(9):638–58.

J Richardson , E Nord . The importance of perspective in the measurement of quality-adjusted life years. Med Decis Making. 1997;17(1):33–41.

JS Mandel , TR Church , F Ederer , JH Bond . Colorectal cancer mortality: effectiveness of biennial screening for fecal occult blood. J Natl Cancer Inst. 1999;91(5):434–7.

NK Stout , AB Knudsen , CY Kong , PM McMahon , GS Gazelle . Calibration methods used in cancer simulation models and suggested reporting guidelines. Pharmacoeconomics. 2009;27(7):533–45.

A Tversky , D Kahneman . Judgment under uncertainty: Heuristics and biases. Science. 1974;185:1124–31.

GP Garnett , S Cousens , TB Hallett , R Steketee , N Walker . Mathematical models in the evaluation of health programmes. Lancet. 2011;378(9790):515–25.

JA Salomon . Reconsidering the use of rankings in the valuation of health states: a model for estimating cardinal values from ordinal data. Population Health Metrics. 2003;1(1):12.

RL Nijhuis , T Stijnen , A Peeters , et al. Apparent and internal validity of a Monte Carlo-Markov model for cardiovascular disease in a cohort follow-up study. Med Decis Making. 2006;26(2):134–44.

TN Flynn , JJ Louviere , AA Marley , J Coast , TJ Peters . Rescaling quality of life values from discrete choice experiments for use as QALYs: a cautionary tale. Population Health Metrics. 2008;6:6.

VM Montori , NL Wilczynski , D Morgan , RB Haynes . Optimal search strategies for retrieving systematic reviews from Medline: analytical survey. BMJ. 2005;330(7482):68.

E Lancsar , J Louviere . Conducting discrete choice experiments to inform healthcare decision making: a user’s guide. PharmacoEconomics. 2008;26(8):661–77.

BJ van Kempen , BS Ferket , A Hofman , et al. Validation of a model to investigate the effects of modifying cardiovascular disease (CVD) risk factors on the burden of CVD: the Rotterdam ischemic heart disease and stroke computer simulation (RISC) model. BMC Med. 2012;10:158.

R McManus , S Wilson , B Delaney , et al. Review of the usefulness of contacting other experts when conducting a literature search for systematic reviews. BMJ. 1998;317(7172):1562.

D Moher , B Pham , M Lawson , T Klassen . The inclusion of reports of randomised trials published in languages other than English in systematic reviews. Health Technol Assess. 2003;7(41):1–90.

YL Chia , P Salzman , SK Plevritis , PW Glynn . Simulation-based parameter estimation for complex models: a breast cancer natural history modelling illustration. Stat Methods Med Res. 2004;13(6):507–24.

GW Torrance . Measurement of health state utilities for economic appraisal. J Health Econ. 1986;5(1):1–30.

R Rosenthal . The file drawer problem and tolerance for null results. Psychological Bulletin. 1979;86(3):638–41.

GW Torrance , DH Feeny , WJ Furlong , et al. Multiattribute utility function for a comprehensive health status classification system. Health Utilities Index Mark 2. Med Care. 1996;34:702–22.

JB Wong , RS Koff . Watchful waiting with periodic liver biopsy versus immediate empirical therapy for histologically mild chronic hepatitis C. A cost-effectiveness analysis. Ann Intern Med. 2000;133(9):665–75.

D Provenzale , C Schmitt , JB Wong . Barrett’s esophagus: a new look at surveillance based on emerging estimates of cancer risk. Am J Gastroenterol. 1999;94(8):2043–53.

JE Brazier , Y Yang , A Tsuchiya , DL Rowen . A review of studies mapping (or cross walking) non-preference based measures of health to generic preference-based measures. Eur J Health Econ. 2010;11(2):215–25.

K Dickersin , YI Min , CL Meinert . Factors influencing publication of research results. Follow-up of applications submitted to two institutional review boards. JAMA. 1992;267(3):374–8.

J Brazier , J Roberts , M Deverill . The estimation of a preference-based measure of health from the SF-36. J Health Econ. 2002;21(2):271–92.

S Whyte , C Walsh , J Chilcott . Bayesian calibration of a natural history model with application to a population model for colorectal cancer. Med Decis Making. 2011;31(4):625–41.

F Song , S Parekh-Bhurke , L Hooper , et al. Extent of publication bias in different categories of research cohorts: a meta-analysis of empirical studies. BMC Medical Research Methodology. 2009;9(1):79.

RJ Simes . Confronting publication bias: A cohort design for meta-analysis. Stat Med. 1987;6(1):11–29.

JE Brazier , J Roberts . The estimation of a preference-based measure of health from the SF-12. Med Care. 2004;42(9):851–9.

MC Kennedy , A O’Hagan . Bayesian calibration of computer models. J R Stat Soc: Series B (Statistical Methodology). 2001;63(3):425–64.

KF Schulz , I Chalmers , RJ Hayes , DG Altman . Empirical evidence of bias. JAMA. 1995;273(5):408–12.

JJ Kim , J Ortendahl , SJ Goldie . Cost-effectiveness of human papillomavirus vaccination and cervical cancer screening in women older than 30 years in the United States. Ann Intern Med. 2009;151(8):538–45.

P Dolan . Modeling valuations for EuroQol health states. Med Care. 1997;35(11):1095–108.

MJ Mahoney . Publication prejudices: An experimental study of confirmatory bias in the peer review system. Cognitive Therapy and Research. 1977;1(2):161–75.

DM Eddy , W Hollingworth , JJ Caro , et al. Model transparency and validation: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force-7. Med Decis Making. 2012;32(5):733–43.

D Feeny , W Furlong , M Boyle , GW Torrance . Multi-attribute health status classification systems. Health utilities index. PharmacoEconomics. 1995;7:490–502.

M Roberts , LB Russell , AD Paltiel , et al. Conceptualizing a model: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force-2. Med Decis Making. 2012;32(5):678–89.

GW Torrance , W Furlong , D Feeny , M Boyle . Multi-attribute preference functions. Health Utilities Index. PharmacoEconomics. 1995;7(6):503–20.

P Whiting , AW Rutjes , JB Reitsma , PM Bossuyt , J Kleijnen . The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Medical Research Methodology. 2003;3:25.

. EuroQol--a new facility for the measurement of health-related quality of life. The EuroQol Group. Health policy (Amsterdam, Netherlands). 1990;16(3):199–208.

LA Prosser , SD Grosse , E Wittenberg . Health utility elicitation: is there still a role for direct methods? PharmacoEconomics. 2012;30(2):83–6.

JB Wong . Pharmacogenomics of hepatitis C and decision analysis: a glimpse into the future. Hepatology. 2002;36(1):252–4.

LR Arends , TH Hamza , JC van Houwelingen , et al. Bivariate random effects meta-analysis of ROC curves. Med Decis Making. 2008;28(5):621–38.

AG Zauber , I Lansdorp-Vogelaar , AB Knudsen , et al. Evaluating test strategies for colorectal cancer screening: a decision analysis for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149(9):659–69.

CM Bell , RH Chapman , PW Stone , EA Sandberg , PJ Neumann . An off-the-shelf help list: a comprehensive catalog of preference scores from published cost-utility analyses. Med Decis Making. 2001;21(4):288–94.

P Franks , J Hanmer , DG Fryback . Relative disutilities of 47 risk factors and conditions assessed with seven preference-based health status measures in a national U.S. sample: toward consistency in cost-effectiveness analyses. Med Care. 2006;44(5):478–85.

DA Berry , KA Cronin , SK Plevritis , et al. Effect of screening and adjuvant therapy on mortality from breast cancer. N Engl J Med. 2005;353(17):1784–92.

R DerSimonian , N Laird . Meta-analysis in clinical trials. Controlled Clinical Trials. 1986;7(3):177–88.

B Littenberg , LE Moses . Estimating diagnostic accuracy from multiple conflicting reports a new meta-analytic method. Med Decis Making. 1993;13(4):313–21.

DL Patrick , HE Starks , KC Cain , RF Uhlmann , RA Pearlman . Measuring preferences for health states worse than death. Med Decis Making. 1994;14:9–18.

MF Drummond , M Barbieri , JB Wong . Analytic choices in economic models of treatments for rheumatoid arthritis: What makes a difference? Med Decis Making. 2005;25(5):520–33.

B Groot Koerkamp , MC Weinstein , T Stijnen , MH Heijenbrok-Kal , MG Hunink . Uncertainty and patient heterogeneity in medical decision models. Med Decis Making. 2010;30(2):194–205.

D Turner , J Raftery , K Cooper , et al. The CHD challenge: comparing four cost-effectiveness models. Value Health. 2011;14(1):53–60.

C Tilling , N Devlin , A Tsuchiya , K Buckingham . Protocols for time tradeoff valuations of health states worse than dead: a literature review. Med Decis Making. 2010;30(5):610–9.

B Groot Koerkamp , T Stijnen , MC Weinstein , MG Hunink . The combined analysis of uncertainty and patient heterogeneity in medical decision models. Med Decis Making. 2011;31(4):650–61.

PF Stalmeier , LM Lamers , JJ Busschbach , PF Krabbe . On the assessment of preferences for health and duration: maximal endurable time and better than dead preferences. Med Care. 2007;45(9):835–41.

K Claxton . The irrelevance of inference: a decision-making approach to the stochastic evaluation of health care technologies. J Health Econ. 1999;18(3):341–64.

M Johannesson , JS Pliskin , MC Weinstein . A note on QALYs, time tradeoff, and discounting. Med Decis Making. 1994;14:188–93.

SA Vaidya , SE Manning , P Dhankhar , et al. Estimating the risk of rabies transmission to humans in the US: a Delphi analysis. BMC Public Health. 2010;10(1):278.

H Bleichrodt , A Gafni . Time preference, the discounted utility model and health. J Health Econ. 1996;15(1):49–66.

K Claxton , M Sculpher , M Drummond . A rational framework for decision making by the National Institute For Health and Clinical Excellence (NICE). Lancet. 2002;360(9334):711–15.

H Bleichrodt , M Johannesson . The validity of QALYs: an experimental test of constant proportional tradeoff and utility independence. Med Decis Making. 1997;17(1):21–32.

P Wakker . A criticism of healthy-years equivalents. Med Decis Making. 1996;16(3):207–14.

AH Briggs , MC Weinstein , EA Fenwick , et al. Model parameter estimation and uncertainty analysis: a report of the ISPOR-SMDM Modeling Good Research Practices Task Force Working Group-6. Med Decis Making. 2012;32(5):722–32.

P Dolan . Thinking about it: thoughts about health and valuing QALYs. Health Econ. 2011;20(12):1407–16.

A Basu , D Meltzer . Value of information on preference heterogeneity and individualized care. Med Decis Making. 2007;27(2):112–27.

J BJ Payne , D Schkade . Measuring constructed preferences: toward a building code. J Risk Uncertainty. 1999;19(1–3):243–70.

MGM Hunink , L Goldman , AN Tosteson , et al. The recent decline in mortality from coronary heart disease, 1980–1990. The effect of secular trends in risk factors and treatment. JAMA. 1997;277(7):535–42.

D Kahneman , Choices, values and frames. Amer Psychologist. 1984;39:341–50.

LD Lazar , MJ Pletcher , PG Coxson , K Bibbins-Domingo , L Goldman . Cost-effectiveness of statin therapy for primary prevention in a low-cost statin era. Circulation. 2011;124(2):146–53.

NT van Ravesteyn , EA Heijnsdijk , G Draisma , HJ de Koning . Prediction of higher mortality reduction for the UK Breast Screening Frequency Trial: a model-based approach on screening intervals. Brit J Cancer. 2011;105(7):1082–8.

A Kuhberger . The influence of framing on risky decisions: a meta-analysis. Org Behav Hum Decis Processes. 1998;75:23–55.

P Doubilet , CB Begg , MC Weinstein , P Braun , BJ McNeil . Probabilistic sensitivity analysis using Monte Carlo simulation. A practical approach. Med Decis Making. 1985;5(2):157–77.

BJ McNeil , SG Pauker , H.C. Sox , A Tversky . On the elicitation of preferences for alternative therapies. N Engl J Med. 1982;306:1259–62.

E Wittenberg , LA Prosser . Ordering errors, objections and invariance in utility survey responses: a framework for understanding who, why and what to do. Applied Health Econ Health Policy. 2011;9(4):225–41.

FO Hoffman , JS Hammonds . Propagation of uncertainty in risk assessments: the need to distinguish between uncertainty due to lack of knowledge and uncertainty due to variability. Risk Anal. 1994;14(5):707–12.

ML Brown , L Fintor . Cost-effectiveness of breast cancer screening: preliminary results of a systematic review of the literature. Breast Cancer Res Treat. 1993;25(2):113–18.

SD Grosse , LA Prosser , K Asakawa , D Feeny . QALY weights for neurosensory impairments in pediatric economic evaluations: case studies and a critique. Expert Rev Pharmacoecon Outcomes Res. 2010;10(3):293–308.

H Campbell , A Briggs , M Buxton , L Kim , S Thompson . The credibility of health economic models for health policy decision-making: the case of population screening for abdominal aortic aneurysm. J Health Serv Res Policy. 2007;12(1):11–17.

JS Mandelblatt , KA Cronin , DA Berry , et al. Modeling the impact of population screening on breast cancer mortality in the United States. Breast. 2011;20 Suppl 3:S75–81.

KM Kuntz , MC Weinstein . Life expectancy biases in clinical decision modeling. Med Decis Making. 1995;15:158–69.

B Efron , RJ Tibshirani . An Introduction to the Bootstrap. New York: Chapman & Hall; 1993.

L Nan , JA Johnson , JW Shaw , SJ Coons . A comparison of EQ-5D index scores derived from the US and UK population-based scoring functions. Med Decis Making. 2007;27(3):321–6.

C Tilling , M Krol , A Tsuchiya , J Brazier , W Brouwer . In or out? Income losses in health state valuations: a review. Value Health. 2010;13(2):298–305.

C Tilling , M Krol , A Tsuchiya , J Brazier , J van Exel , W Brouwer . Does the EQ-5D reflect lost earnings? Pharmacoeconomics. 2012;30(1):47–61.

RJ Duintjer Tebbens , KM Thompson , MG Hunink , et al. Uncertainty and sensitivity analyses of a dynamic economic evaluation model for vaccination programs. Med Decis Making. 2008;28(2):182–200.

AH Briggs , DE Wonderling , CZ Mooney . Pulling cost-effectiveness analysis up by its bootstraps: a non-parametric approach to confidence interval estimation. Health Econ. 1997;6(4):327–40.

ST Mennemeyer , LP Cyr . A bootstrap approach to medical decision analysis. J Health Econ. 1997;16(6):741–7.

D Meltzer . Accounting for future costs in medical cost-effectiveness analysis. J Health Econ. 1997;16(1):33–64.

GA Diamond , JS Forrester . Analysis of probability as an aid in the clinical diagnosis of coronary artery disease. N Engl J Med. 1979;300(24):1350–8.

GC Critchfield , KE Willard , DP Connelly . Probabilistic sensitivity analysis methods for general decision models. Comput Biomed Res. 1986;19(3):254–65.

M Johannesson , D Meltzer , RM O’Conor . Incorporating future costs in medical cost-effectiveness analysis: Implications for the cost-effectiveness of the treatment of hypertension. Med Decis Making. 1997;17(4):382–9.

DB Pryor , FE Harrell , KL Lee , RM Califf , RA Rosati . Estimating the likelihood of significant coronary artery disease. Am J Med. 1983;75(5):771–80.

G Parmigiani , GP Samsa , M Ancukiewicz , et al. Assessing uncertainty in cost-effectiveness analyses: application to a complex decision model. Med Decis Making. 1997;17(4):390–401.

AM Garber , CE Phelps . Economic foundations of cost-effectiveness analysis. J Health Econ. 1997;16(1):1–31.

JB Puylaert , PH Rutgers , RI Lalisang , et al. A prospective study of ultrasonography in the diagnosis of appendicitis. N Engl J Med. 1987;317(11):666–9.

M Kruse , J Sorensen , D Gyrd-Hansen . Future costs in cost-effectiveness analysis: an empirical assessment. Eur J Health Econ. 2012;13(1):63–70.

EW Steyerberg . Clinical Prediction Models: A practical approach to development, validation, and updating. Springer: 2009.

AH Briggs , R Goeree , G Blackhouse , BJ O’Brien . Probabilistic analysis of cost-effectiveness models: choosing between treatment strategies for gastroesophageal reflux disease. Med Decis Making. 2002;22(4):290–308.

EW Steyerberg , AJ Vickers , NR Cook , et al. Assessing the performance of prediction models: a framework for traditional and novel measures. Epidemiology. 2010;21(1):128–38.

MA Koopmanschap , JNA van Exel , B van den Berg , WBF Brouwer . An overview of methods and applications to value informal care in economic evaluations of healthcare. Pharmacoeconomics. 2008;26(4):269–80.

JA Hanley , BJ McNeil . A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology. 1983;148(3):839–43.

B Van den Berg , A Ferrer-I-Carbonell . Monetary valuation of informal care: The well-being valuation method. Health Econ. 2007;16(11):1227–44.

AH Briggs , AE Ades , MJ Price . Probabilistic sensitivity analysis for decision trees with multiple branches: use of the Dirichlet distribution in a Bayesian framework. Med Decis Making. 2003;23(4):341–50.

BA van Hout , MJ Al , GS Gordon , FF Rutten . Costs, effects and C/E-ratios alongside a clinical trial. Health Econ. 1994;3(5):309–19.

MA Koopmanschap , FFH Rutten , BM Vanineveld , L Vanroijen . The friction cost method for measuring indirect costs of disease. J Health Econ. 1995;14(2):171–89.

JA Hanley . The robustness of the ‘binormal’ assumptions used in fitting ROC curves. Med Decis Making. 1988;8(3):197–203.

P Wakker , MP Klaassen . Confidence intervals for cost/effectiveness ratios. Health Econ. 1995;4(5):373–81.

EJ MacKenzie , A Damiano , T Miller , S Luchter . The development of the Functional Capacity Index. J Trauma. 1996;41(5):799–807.

JA Swets . ROC analysis applied to the evaluation of medical imaging techniques. Invest Radiol. 1979;14(2):109–21.

MA Chaudhary , SC Stearns . Estimating confidence intervals for cost-effectiveness ratios: an example from a randomized trial. Stat Med. 1996;15(13):1447–58.

D Polsky , HA Glick , R Willke , K Schulman . Confidence intervals for cost-effectiveness ratios: a comparison of four methods. Health Econ. 1997;6(3):243–52.

CE Phelps , AI Mushlin . Focusing technology assessment using medical decision theory. Med Decis Making. 1988;8:279–89.

DF Heitjan , AJ Moskowitz , W Whang . Bayesian estimation of cost-effectiveness ratios from clinical trials. Health Econ. 1999;8(3):191–201.

MJ Pencina , RB D’Agostino , RB D’Agostino , RS Vasan . Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med. 2008;27(2):157–72; discussion 207–12.

AA Stinnett , J Mullahy . Net health benefits: a new framework for the analysis of uncertainty in cost-effectiveness analysis. Med Decis Making. 1998;18(2 Suppl):S68–80.

MJ Pencina , RB D’Agostino , EW Steyerberg . Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers. Stat Med. 2011;30(1):11–21.

EC Fieller . The distribution of the index in a normal bivariate population. Biometrika. 1932;24:428–40.

GS Muradin , MG Hunink . Cost and patency rate targets for the development of endovascular devises to treat femoropopliteal arterial disease. Radiology. 2001;221(1):137–45.

B Van Calster , AJ Vickers , MJ Pencina , et al. Evaluation of markers and risk prediction models: overview of relationships between NRI and decision-analytic measures. Med Decis Making. 2013;33(4):490–501.

AJ Vickers , EB Elkin . Decision curve analysis: a novel method for evaluating prediction models. Med Decis Making. 2006;26(6):565–74.

K Visser , MC Kock , KM Kuntz , et al. Cost-effectiveness targets for multi-detector row CT angiography in the work-up of patients with intermittent claudication. Radiology. 2003;227(3):647–56.

AJ Vickers , AM Cronin , EB Elkin , M Gonen . Extensions to decision curve analysis, a novel method for evaluating diagnostic tests, prediction models and molecular markers. BMC Medical Informatics & Decision Making. 2008;8:53.

AJ Vickers , EB Elkin , E Steyerberg . Net reclassification improvement and decision theory. Stat Med. 2009;28(3):525–6; author reply, 6–8.

CJL Murray , AD Lopez . Global mortality, disability, and the contribution of risk factors: Global Burden of Disease Study. Lancet. 1997;349(9063):1436–42.

SG Baker . Putting risk prediction in perspective: relative utility curves. J Natl Cancer Inst. 2009;101(22):1538–42.

MGM Hunink , JR Bult , J de Vries , MC Weinstein . Uncertainty in decision models analyzing cost-effectiveness: the joint distribution of incremental costs and effectiveness evaluated with a nonparametric bootstrap method. Med Decis Making. 1998;18(3):337–46.

CJL Murray , AD Lopez . Regional patterns of disability-free life expectancy and disability-adjusted life expectancy: Global Burden of Disease Study. Lancet. 1997;349(9062):1347–52.

SG Baker , NR Cook , A Vickers , BS Kramer . Using relative utility curves to evaluate risk prediction. J R Stat Soc Ser A Stat Soc. 2009;172(4):729–48.

B Groot Koerkamp , MG Hunink , T Stijnen , et al. Limitations of acceptability curves for presenting uncertainty in cost-effectiveness analysis. Med Decis Making. 2007;27(2):101–11.

AE Ades , G Lu , K Claxton . Expected value of sample information calculations in medical decision modeling. Med Decis Making. 2004;24(2):207–27.

TS Genders , S Spronk , T Stijnen , et al. Methods for calculating sensitivity and specificity of clustered data: a tutorial. Radiology. 2012;265(3):910–16.

WR Steinbach , K Richter . Multiple classification and receiver operating characteristic (ROC) analysis. Med Decis Making. 1987;7(4):234–7.

BM Craig , JJ Busschbach , JA Salomon . Modeling ranking, time trade-off, and visual analog scale values for EQ-5D health states: a review and comparison of methods. Med Care. 2009;47(6):634–41.

B Groot Koerkamp , JJ Nikken , EH Oei , et al. Value of information analysis used to determine the necessity of additional research: MR imaging in acute knee trauma as an example. Radiology. 2008;246(2):420–5.

BM Craig , JJ Busschbach , JA Salomon . Keep it simple: ranking health states yields values similar to cardinal measurement approaches. J Clin Epidemiol. 2009;62(3):296–305.

DP Chakraborty , LHL Winter . Free-response methodology: alternate analysis and a new observer-performance experiment. Radiology. 1990;174:873–81.

CV Ananth , DG Kleinbaum . Regression models for ordinal responses: a review of methods and applications. Int J Epidemiol. 1997;26(6):1323–33.

JF Rushby , K Hanson . Calculating and presenting disability-adjusted life-years (DALYs) in cost-effectiveness analysis. Health Policy Plan. 2001;16(3):326–31.

M Airoldi , A Morton . Adjusting life for quality or disability: stylistic difference or substantial dispute? Health Econ. 2009;18(11):1237–47.

FE Harrell , PA Margolis , S Gove , et al. Development of a clinical prediction model for an ordinal outcome: the World Health Organization Multicentre Study of Clinical Signs and Etiological Agents of Pneumonia, Sepsis and Meningitis in Young Infants. WHO/ARI Young Infant Multicentre Study Group. Stat Med. 1998;17(8):909–44.

S Dreiseitl , L Ohno-Machado , M Binder . Comparing three-class diagnostic tests by three-way ROC analysis. Med Decis Making. 2000;20(3):323–31.

GB Chapman , AS Elstein . Valuing the future – temporal discounting of health and money. Med Decis Making. 1995;15(4):373–86.

AJ O’Malley , KH Zou . Bayesian multivariate hierarchical transformation models for ROC analysis. Stat Med. 2006;25(3):459–79.

MGM Hunink , KM Kuntz , KE Fleischmann , TJ Brady . Noninvasive imaging for the diagnosis of coronary artery disease: focusing the development of new diagnostic technology. Ann Intern Med. 1999;131(9):673–80.

DA Redelmeier , DN Heller . Time preference in medical decision-making and cost-effectiveness analysis. Med Decis Making. 1993;13(3):212–17.

EB Keeler , S Cretin . Discounting of life-saving and other non-monetary effects. Manage Sci. 1983;29(3):300–6.

MC Weinstein , WB Stason . Foundations of cost-effectiveness analysis for health and medical practices. N Engl J Med. 1977;296(13):716–21.

H Gravelle , D Smith . Discounting for health effects in cost-benefit and cost-effectiveness analysis. Health Econ. 2001;10(7):587–99.

K Claxton , M Paulden , H Gravelle , W Brouwer , AJ Culyer . Discounting and decision making in the economic evaluation of health-care technologies. Health Econ. 2011;20(1):2–15.

S Griffin , K Claxton , N Hawkins , M Sculpher . Probabilistic analysis and computationally expensive models: Necessary and required? Value Health. 2006;9(4):244–52.

LB Russell , MR Gold , JE Siegel , N Daniels , MC Weinstein . The role of cost-effectiveness analysis in health and medicine. JAMA. 1996;276(14):1172–7.

JE Siegel , MC Weinstein , LB Russell , MR Gold . Recommendations for reporting cost-effectiveness analyses. JAMA. 1996;276(16):1339–41.

MC Weinstein , JE Siegel , MR Gold , MS Kamlet , LB Russell . Recommendations of the panel on cost-effectiveness in health and medicine. JAMA. 1996;276(15):1253–8.

. Guidelines for authors and peer reviewers of economic submissions to the BMJ. BMJ. 1996;313(7052):275–83.

MJ Sculpher , FS Pang , A Manca , et al. Generalisability in economic evaluation studies in healthcare: a review and case studies. Health Technol Assess. 2004;8(49).

M Barbieri , MF Drummond , F Rutten , et al. ISPOR Good Research Practices Economic Data Transferability Task Force: What do international pharmacoeconomic guidelines say about economic data transferability? Value Health. 2010;13(8):1028–37.

MF Drummond , M Barbieri , J Cook , et al. Transferability of Economic Evaluations Across Jurisdictions: ISPOR Good Research Practices Task Force Report. Value Health. 2009;12(4):409–18.

JD Chambers , S Morris , PJ Neumann , MJ Buxton . Factors predicting Medicare national coverage: an empirical analysis. Med Care. 2012;50(3):249–56.

PJ Neumann . Using Cost-effectiveness Analysis to Improve Health Care: Opportunities and Barriers. USA: Oxford University Press; 2004.

B Sampat , MF Drummond . Another special relationship? Interactions between health technology policies and health care systems in the United States and the United Kingdom. Journal of Health Politics, Policy and Law. 2011;36(1):119–39.

MD Rawlins , AJ Culyer . National Institute for Clinical Excellence and its value judgments. BMJ. 2004;329(7459):224–7.

B George , A Harris , A Mitchell . Cost effectiveness analysis and the consistency of decision making – evidence from pharmaceutical reimbursement in Australia (1991 to 1996). Pharmacoeconomics. 2001;19(11):1103–9.

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