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MOST from a Conceptual Perspective · LearnSpace
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MOST from a Conceptual Perspective

Курс от New York University
Средний≈ 16 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course is aimed at intervention scientists working in any area--including public health, education, criminal justice, and others—interested in learning about an innovative framework for conducting intervention research. This course will show you how to use the multiphase optimization strategy (MOST) to: streamline interventions by eliminating inactive components; identify the combination of components that offers the greatest effectiveness without exceeding a defined implementation budget; develop interventions for immediate scalability; look inside the “black box” to understand which intervention components work and which do not; and improve interventions programmatically over time. In this course you will relate the MOST framework to your research objectives; learn how MOST differs from the standard approach to intervention development and evaluation; learn how to complete the preparation and optimization phases of MOST; and become familiar with rigorous and highly efficient experimental designs that will enable you to examine the performance of individual intervention components.

Навыки, которые вы освоите

Scientific MethodsResearch DesignClinical TrialsExperimentationStatistical MethodsPublic Health and Disease PreventionProgram EvaluationScience and ResearchResearchClinical Research Ethics

Программа курса

6 модулей · 44 учебных материалов

01Module 1: MOST is a Different Way of Thinking10 материалов

Introduction Video

Introduction VideoВидеоCourse Review FormЧтение

Lesson 1: Definitions of Key Concepts, Part 1

Lesson 1 VideoВидеоReading for ALL OF Module 1Чтение

Lesson 2: Definitions of Key Concepts, Part 2

Учитесь у экспертов

Linda M Collins

Professor

Kate Guastaferro

Assistant Research Professor

MOST from a Conceptual Perspective
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Обучение на Coursera

≈ 16 ч

6 модулей

Язык: Английский

Часть программы вашего университета
Lesson 2 VideoВидео

Lesson 3: What Knowledge Can and Cannot Be Obtained from an ERCT

Lesson 3 VideoВидео

Lesson 4: Comparison of the Classical Treatment Package and Engineering Approaches

Lesson 4 VideoВидео

Lesson 5: The Concept of Optimization

Lesson 5 VideoВидео

Lesson 6: The Three Phases of MOST

Lesson 6 VideoВидео

Lesson 7: Why MOST is a Different Way of Thinking

Lesson 7 VideoВидео
02Module 2: The Preparation Phase: Laying the Foundation for Successful Optimization8 материалов

Lesson 1: Basics of the Conceptual Model

Lesson 1 VideoВидеоReading for ALL OF Module 2Чтение

Lesson 2: The Conceptual Model: Best Practices

Lesson 2 VideoВидео

Lesson 3: The Causal Part of the Conceptual Model

Lesson 3 VideoВидео

Lesson 4: The Appropriate Level of Granularity for Intervention Components

Lesson 4 VideoВидео

Lesson 5: Expressing Moderation in a Conceptual Model

Lesson 5 VideoВидео

Lesson 6: The Pilot Study

Lesson 6 VideoВидео

Lesson 7: Specifying the Optimization Objective

Lesson 7 VideoВидео
03Module 3: Introduction to the Optimization Trial10 материалов

Lesson 1: Importance of the Resource Management Principle

Lesson 1 VideoВидеоReading for Lessons 1-6Чтение

Lesson 2: Introduction to the Optimization Trial

Lesson 2 VideoВидео

Lesson 3: Fundemental Differences between the Factorial Experiment and the ERCT

Lesson 3 VideoВидео

Lesson 4: Why Factorial Experiments Can Be So Economical

Lesson 4 VideoВидео

Lesson 5: Why the 2^k Experiment is So Economical

Lesson 5 VideoВидео

Lesson 6: Experimental Control in a Factorial Design

Lesson 6 VideoВидео

Lesson 7: Brief Introduction to Adaptive Interventions

Lesson 7 VideoВидеоReading for Lessons 7 and 8Чтение

Lesson 8: Different Interventions, Different Optimization Trial Designs

Lesson 8 VideoВидео
04Module 4: Some Conceptual and Technical Aspects of the Factorial Experiment6 материалов

Lesson 1: The Regression Model and Coding

Lesson 1 VideoВидеоReading for ALL OF Week 4Чтение

Lesson 2: Interpretation of Interaction Effects

Lesson 2 VideoВидео

Lesson 3: Understanding the Basics of Powering a Factorial Experiment

Lesson 3 VideoВидео

Lesson 4: Two Distinct Perspectives on Research: Conclusion-Priority and Decision-Priority

Lesson 4 VideoВидео

Lesson 5: Recognizing and Dealing with a Cluster Structure

Lesson 5 VideoВидео
05Module 5: Rigorous and Responsible Conduct of Intervention Optimization Research9 материалов

Lesson 1: Ensuring That All Factors Can Be Manipulated Independently

Lesson 1 VideoВидеоReading for ALL OF Week 5Чтение

Lesson 2: Ensuring That All Participants Are Provided With At Least The Standard Of Care

Lesson 2 VideoВидео

Lesson 3: What To Do if the Primary Outcome is Years in the Future

Lesson 3 VideoВидео

Lesson 4: Informed Consent in a Factorial Optimization Trial

Lesson 4 VideoВидео

Lesson 5: How to Enter an Optimization Trial in a Trial Registry

Lesson 5 VideoВидео

Lesson 6: Equipoise in Optimization Trials

Lesson 6 VideoВидео

Lesson 7: How to Avoid Contamination

Lesson 7 VideoВидео

Lesson 8: How to Guard Against Protocol Deviations

Lesson 8 VideoВидео
06Final Assessment1 материалов

Final Assessment

Final AssessmentЗадание