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Validity and Bias in Epidemiology · LearnSpace
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Validity and Bias in Epidemiology

Курс от Imperial College London
Средний≈ 6.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

EpidemiologyResearch DesignStatistical AnalysisMedical Science and ResearchData CollectionPublic Health and Disease PreventionStatistical MethodsResearch MethodologiesResearch

Программа курса

4 модулей · 38 учебных материалов

01Module 1: Introduction to Validity and Bias12 материалов

Welcome to Imperial College London

About Imperial College & the teamЧтениеHow to be successful in this courseЧтениеGrading policyЧтениеGlossary & Additional readingsЧтение

Учитесь у экспертов

Filippos Filippidis

Director of Education

Validity and Bias in Epidemiology
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Обучение на Coursera

≈ 6.6 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

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Nice to meet you!Обсуждение
Complete our short pre-course surveyPLUGIN

Introduction to Validity and Bias

Introduction to CourseВидеоValidityВидеоSelection BiasВидеоInformation BiasВидеоQuiz InstructionsЧтениеValidity and Types of BiasЗадание
02MODULE 2: Confounding6 материалов

Confounding

Association and ConfoundingОбсуждениеIntroduction to ConfoundingВидеоCriteria for ConfoundingВидеоRecap: How to Identify ConfoundingЧтениеCriteria for Confounding: An ExampleВидеоChecking for confoundingЗадание
03MODULE 3: Dealing with Confounding9 материалов

Dealing with Confounding

Controlling for Confounding at the Design StageВидеоControlling for Confounding at the Design Stage: ExampleВидеоRegressionЧтениеControlling for Confounding at the Analysis StageВидеоControlling for Confounding at the Analysis Stage: ExampleВидеоRecap: How to Control for ConfoundingЧтениеQuiz InstructionsЧтениеDealing with ConfoundingЗаданиеDirected Acyclic Graphs (DAGs)Видео
04MODULE 4: Effect Modification11 материалов

Effect Modification

Same or Different Effect Across Subgroups?ОбсуждениеEffect ModificationВидеоConfounding vs Effect ModificationВидеоConfounding or Effect Modification?ЧтениеQuiz InstructionsЧтениеConfounding and Effect ModificationЗадание

Course Wrap Up

CausationВидеоQuiz InstructionsЧтениеBias, Confounding and Effect ModificationЗаданиеCourse SummaryВидеоComplete our short post-course surveyPLUGIN