Department of Epidemiology & Biostatistics

Schulich School of Medicine & Dentistry

Western University

9530B: Health Economics II

Winter 2014

 

 

Instructors:

Sisira Sarma, PhD

Office: K101D, Kresge Building

Office Hours: Friday 10:30 a.m. – 11:30 a.m.

Telephone: (519) 611 -2111 x 87583

E-mail: Sisira.Sarma@schulich.uwo.ca

 

Monali Malvankar, PhD

Office: K213, Kresge Building

Office Hours: TBA

Telephone: (519) 611-2111 x 80463

E-mail: Monali.Malvankar@schulich.uwo.ca

 

 

Course Outline

Assignment #1

Assignment #3

Assignment #4

 

Health Economic Evaluation

Handout 1

Handout 2

Handout 3

Handout 4

Decision Tree Model

Decision Tree Applications

 

Inadomi JM. Decision analysis and economic modelling: a primer. European Journal of Gastroenterology and Hepatology 2004, 16(6): 535-542.

Chung KC, Walters M, Greenfield ML, Chernew ME. Endoscopic versus open carpal tunnel release: a cost-effectiveness analysis. Plastic and Reconstructive Surgery 1998, 102(4), 1089-1099.

Vasen AP, Neptune NJ, Kuntz KM, Simmons BP, Katz JN. Open versus endoscopic carpal tunnel release: a decision analysis. Journal of Hand Surgery 1999, 24A, 1109-117.   

Lejeune et al. (2005) (TreeAge); Parameters (excel)

Reference: Use of a decision analysis model to assess the cost-effectiveness of 18F-FDG PET in the management of metachronous liver metastases of colorectal cancer. Journal of Nuclear Medicine 2005 46(12):2020-2028.

 

Briggs AH, Goeree R, Blackhouse G, O'Brien BJ. Probabilistic analysis of cost-effectiveness models: Choosing between treatment strategies for gastro-esophageal reflux disease, Medical Decision Making 2002; 22: 290-308.

TreeAge model (from authors’ website)

 

 

Markov Model Basics (Handout)

                Example Gray et al, Ch. 9 (TreeAge Model)

                HIV Example Drummond et al, Ch. 9 (excel)

            HIV Example Drummond et al, Ch. 9 (TreeAge Model)

                               

Rao C, Darzi A, Athanasiou T 2011, Practical examples of the application of decision analysis in healthcare, Evidence Synthesis in Healthcare: A Practical Handbook for Clinicians, Editor(s): Darzi, Athanasiou, Berlin Heidelberg, Springer-Verlag, Pages:221-267.

 

MVR Slides

 

Briggs and Sculpher Paper (Handout)

Briggs and Sculpher (1998) (TreeAge Model – No discount)

Briggs and Sculpher (TreeAge Model – half-cycle correction + @3.5% discount)

                Briggs and Sculpher (TreeAge Model – half-cycle correction + @3.5% discount + PSA)

 

Background literature on how to glean probabilities from the Clinical/Epidemiological studies:

Fleurence RL, Hollenbeak CS. Rates and probabilities in economic modelling: transformation, translation and appropriate application. Pharmacoeconomics 2007;25(1):3-6.

Spruance SL, Reid JE, Grace M, Samore M. Hazard ratio in clinical trials. Antimicrobial Agents and Chemotherapy 2004 Aug;48(8):2787-92.

Moser BK, McCann MH. Reformulating the hazard ratio to enhance communication with clinical investigators. Clinical Trials 2008;5(3):248-252.

Buyse M. Reformulating the hazard ratio to enhance communication with clinical investigators. Clinical Trials 2008;5(6):641-642.

Ishak KJ, Kreif N, Benedict A, Muszbek N. Overview of parametric survival analysis for health-economic applications. Pharmacoeconomics. 2013 Aug;31(8):663-75.

Hoyle MW, Henley W. Improved curve fits to summary survival data: application to economic evaluation of health technologies. BMC Medical Research Methodology 2011 Oct 10;11:139. (Note: the authors supplied an excel sheet)

Guyot P, Ades AE, Ouwens MJ, Welton NJ. Enhanced secondary analysis of survival data: reconstructing the data from published Kaplan-Meier survival curves. BMC Medical Research Methodology 2012 Feb 1;12:9. (Note: the authors provide their R codes)

Diaby V, Adunlin G, Montero AJ. Survival modeling for the estimation of transition probabilities in model-based economic evaluations in the absence of individual patient data: a tutorial. Pharmacoeconomics 2014 Feb;32(2):101-108. (Note: authors supplied their digitized data and approximate survival data based on the algorithm of Guyot et al., 2014) 

 

Time-to-Event Analysis

            Weibull Transition Probability

 

            Extracting data from KM curves:

Example Data SAS syntax   STATA syntax

Hoyle and Henley Paper:  Excel Sheet

 

Diaby et al. (2014) – IPD Algorithm  R Syntax

Arm1Data: First file  Second file  IPD1; Arm2Data: First file  Second file  IPD2; Combined IPD  STATA syntax

 

 

Cost Analysis

 

Some Examples of Costing:

Wolstenholme J, Rivero-Arias O, Gray A, Molyneux AJ, Kerr RS, Yarnold JA, Sneade M; International Subarachnoid Aneurysm Trial (ISAT) Collaborative Group. Treatment pathways, resource use, and costs of endovascular coiling versus surgical clipping after aSAH. Stroke 2008 Jan;39(1):111-9. Appendix

Clarke P, Gray A, Legood R, Briggs A, Holman R. The impact of diabetes-related complications on healthcare costs: results from the United Kingdom Prospective Diabetes Study (UKPDS Study No. 65). Diabetic Medicine 2003, 20(6):442-50. Excel Calculator

Goeree R, Lim ME, Hopkins R, Blackhouse G, Tarride J-E, Xie F, O’Reilly D. Prevalence, total and excess costs of diabetes and related complications in Ontario, Canada. Canadian Journal of Diabetes 2009;33(1):35-45.

 

Statistical Analysis of Costs:

 

STATA Syntax Details at http://www.uphs.upenn.edu/dgimhsr/eeinct.htm

 

Equity in Economic Evaluation

 

 

TreeAge Lab Sessions:

TreeAge_Lab 1

TreeAge_Lab 2

TreeAge_Lab 3

TreeAge_Lab4

TreeAge_Lab5

TreeAge_Lab6

MortDATA

LocalToMetastases

example8

example9

TreeAge_Lab7

example10

example11

 

 

Examples of Projects:

 

Bryan Chan’s Project; Model

Babashov Vusal’s Project; Model

 

Emmanuel’s MSc Thesis

 

E. Ewara, G. Zaric, S. Welch, S. Sarma. Cost-effectiveness of first-line treatments for KRAS wild-type metastatic colorectal cancer patients. Current Oncology, forthcoming.