Data Science in Health Technology Assessment 

Introduction

Comparators

Scope of the evaluation

Type of costs

Perspective

Discounting

Type of analyses

Cost-effectiveness and cost-utility analyses

QALYs

ICER

Other decision elements

Summary

Consolidated Health Economic Evaluation Reporting Standards 2022 (CHEERS 2022)

ISPOR Value Flower

Multiple Criteria Decision Analysis for Health Technology Assessment

Notes

Testing your knowledge on Economic Evaluation

Introduction

Definition of Health And Patient Reported Outcomes

Quality of Life Measurement

Health Related Quality of Life Instruments

Utility

Valuation Techniques

Preference Based Instruments

QALYs

Summary

Introducing economic and quality of life measurements into clinical studies by Michael Drummond

Valuing health-related quality of life: An EQ-5D-5L value set for England

A Review of Generic Preference-Based Measures for Use in Cost-Effectiveness Models

Notes

Testing your Knowledge on QALYs

Introduction

Decision Modelling

Decision Trees

Markov Models

Sensitivity Analyses

Summary

Conceptualizing a Model: ISPOR-SMDM Modeling Good Research Practices

Model Parameter Estimation and Uncertainty: ISPOR-SMDM Modeling Good Research Practices

Notes

Testing your knowledge on Economic Modelling