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Data Science in Health Technology Assessment

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues. Consultez les langues disponibles.

Data Science in Health Technology Assessment

Instructeur : Monica Daigl

2 695 déjà inscrits

Inclus avec

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

25 avis

niveau Intermédiaire

Expérience recommandée

6 heures à compléter

Planning flexible

Apprenez à votre propre rythme

3 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

25 avis

niveau Intermédiaire

Expérience recommandée

6 heures à compléter

Planning flexible

Apprenez à votre propre rythme

Compétences que vous acquerrez

Catégorie : Health Technology
Catégorie : Cost Estimation
Catégorie : Markov Model
Catégorie : Value-Based Care
Catégorie : Health Policy
Catégorie : Decision Making
Catégorie : Cost Benefit Analysis
Catégorie : Health Care
Catégorie : Model Evaluation
Catégorie : Estimation
Catégorie : Data-Driven Decision-Making
Catégorie : Risk Modeling
Catégorie : Health Assessment
Catégorie : Analysis

Détails à connaître

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Évaluations

3 devoirs

Enseigné en Anglais

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Il y a 3 modules dans ce cours

This course explores key concepts and methods in Health Economics and Health Technology Assessment (HTA) and is intended for learners who have a foundation in data science, clinical science, regulatory and are new to this field and would like to understand basic principles used by payers for their reimbursement decisions.

Détails du module

This module covers the key principles of economic evaluation, including types of analysis, the technical issues such as choosing the comparator, perspective, and time horizon. It looks at types of costs, and the need for discounting.

Inclus

12 vidéos4 lectures1 devoir

12 vidéosTotal 15 minutes

Introduction1 minute
Comparators1 minute
Scope of the evaluation1 minute
Type of costs1 minute
Perspective1 minute
Discounting2 minutes
Type of analyses3 minutes
Cost-effectiveness and cost-utility analyses1 minute
QALYs0 minutes
ICER1 minute
Other decision elements1 minute
Summary0 minutes

4 lecturesTotal 100 minutes

Consolidated Health Economic Evaluation Reporting Standards 2022 (CHEERS 2022)30 minutes
ISPOR Value Flower30 minutes
Multiple Criteria Decision Analysis for Health Technology Assessment30 minutes
Notes10 minutes

1 devoirTotal 20 minutes

Testing your knowledge on Economic Evaluation20 minutes

This module covers the measurement of health-related quality of life and its incorporation into economic evaluation.

Inclus

9 vidéos4 lectures1 devoir

9 vidéosTotal 12 minutes

Introduction0 minutes
Definition of Health And Patient Reported Outcomes1 minute
Quality of Life Measurement1 minute
Health Related Quality of Life Instruments2 minutes
Utility2 minutes
Valuation Techniques3 minutes
Preference Based Instruments1 minute
QALYs2 minutes
Summary0 minutes

4 lecturesTotal 100 minutes

Introducing economic and quality of life measurements into clinical studies by Michael Drummond30 minutes
Valuing health-related quality of life: An EQ-5D-5L value set for England30 minutes
A Review of Generic Preference-Based Measures for Use in Cost-Effectiveness Models30 minutes
Notes10 minutes

1 devoirTotal 18 minutes

Testing your Knowledge on QALYs18 minutes

This module introduces decision modelling techniques, deterministic and probabilitic sensitivity analyes and best practices for problem and model conceptualization.

Inclus

6 vidéos3 lectures1 devoir

6 vidéosTotal 11 minutes

Introduction0 minutes
Decision Modelling2 minutes
Decision Trees2 minutes
Markov Models2 minutes
Sensitivity Analyses5 minutes
Summary0 minutes

3 lecturesTotal 70 minutes

Conceptualizing a Model: ISPOR-SMDM Modeling Good Research Practices30 minutes
Model Parameter Estimation and Uncertainty: ISPOR-SMDM Modeling Good Research Practices30 minutes
Notes10 minutes