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Validity and Bias in Epidemiology
Coursera
Course
Unknown

Validity and Bias in Epidemiology

Imperial College London

Epidemiological studies provide insights on disease frequency, causes, and treatment effectiveness. Selecting the right study design reduces bias and improves research quality.

Unknown4 weeksEnglish10,657 enrolled

About this Course

Epidemiological studies can provide valuable insights about the frequency of a disease, its potential causes and the effectiveness of available treatments. Selecting an appropriate study design can take you a long way when trying to answer such a question. However, this is by no means enough. A study can yield biased results for many different reasons. This course offers an introduction to some of these factors and provides guidance on how to deal with bias in epidemiological research. In this course you will learn about the main types of bias and what effect they might have on your study findings. You will then focus on the concept of confounding and you will explore various methods to identify and control for confounding in different study designs. In the last module of this course we will discuss the phenomenon of effect modification, which is key to understanding and interpreting study results. We will finish the course with a broader discussion of causality in epidemiology and we will highlight how you can utilise all the tools that you have learnt to decide whether your findings indicate a true association and if this can be considered causal

What You'll Learn

  • Identify different types of biases in epidemiological studies
  • Explain the effects of bias on study findings
  • Understand the concept of confounding
  • Apply methods to detect and control confounding in study designs
  • Analyze causes of bias and mitigation strategies

Prerequisites

  • Basic background in health sciences or quantitative methods is helpful

Instructors

F

Filippos Filippidis

Director of Education

Topics

Public Health
Health
Data Analysis
Data Science
Biostatistics
Statistical Analysis
Public Health and Disease Prevention
Research Methodologies
Epidemiology
Data Collection

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الصحة العامة
الصحة
تحليل البيانات
علم البيانات
الإحصاء الحيوي
التحليل الإحصائي
الوقاية من الأمراض
منهجيات البحث
Epidemiology
Data Collection

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