Course Modules: 2023 Strengthening Causal Inference in Behavioral Obesity Research

Getting Started

Getting Started Getting Started

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READ: Canvas and Technology Start-Up READ: Canvas and Technology Start-Up 1

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MODULE 1

MODULE 1 MODULE 1

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Module 1 | Overview Module 1 | Overview 1

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Welcoming and Introductory Remarks | Speakers Drs. David Allison, Kevin Fontaine, and Andrew Brown Welcoming and Introductory Remarks | Speakers Drs. David Allison, Kevin Fontaine, and Andrew Brown 2

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Introduction to Energy Balance | Speaker Dr. Eric Plaisance Introduction to Energy Balance | Speaker Dr. Eric Plaisance 3

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Statistical Inference: Effect and Association Size | Speaker Dr. Christopher (Keith) Haddock Statistical Inference: Effect and Association Size | Speaker Dr. Christopher (Keith) Haddock 4

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MODULE 2

MODULE 2 MODULE 2

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Module 2 | Overview Module 2 | Overview 1

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Advantages and Disadvantages of Conventional Observational Studies | Speaker Dr. Bertha Hidalgo Advantages and Disadvantages of Conventional Observational Studies | Speaker Dr. Bertha Hidalgo 2

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Evidential Value of Behavioral Obesity Research | Speaker Dr. Noah Haber Evidential Value of Behavioral Obesity Research | Speaker Dr. Noah Haber 3

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Considerations for Causal Inference: Hill's Criteria | Speaker Dr. Douglas L. Weed Considerations for Causal Inference: Hill's Criteria | Speaker Dr. Douglas L. Weed 4

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Module 2 | Additional Resources Module 2 | Additional Resources 5

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MODULE 3

MODULE 3 MODULE 3

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Module 3 | Overview Module 3 | Overview 1

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Theory and Methods of Randomization | Speakers Dr. Andrew Brown and Dr. Colby Vorland Theory and Methods of Randomization | Speakers Dr. Andrew Brown and Dr. Colby Vorland 2

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Power | Speaker Dr. Charity Morgan Power | Speaker Dr. Charity Morgan 3

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cRCTs and Large Simple Trials | Speaker Dr. Michael Oakes cRCTs and Large Simple Trials | Speaker Dr. Michael Oakes 4

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MODULE 4

MODULE 4 MODULE 4

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Module 4 | Overview Module 4 | Overview 1

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Controls | Speaker Dr. Kevin Fontaine Controls | Speaker Dr. Kevin Fontaine 2

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Placebo/Expectancy | Speaker Dr. Jack Raglin Placebo/Expectancy | Speaker Dr. Jack Raglin 3

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Transparency and the Role of Study Registration | Speaker Dr. Noah Haber Transparency and the Role of Study Registration | Speaker Dr. Noah Haber 4

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'Multiverse' Approaches for Transparency in Observational Research | Speaker Dr. Colby Vorland 'Multiverse' Approaches for Transparency in Observational Research | Speaker Dr. Colby Vorland 5

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Missing Data in Randomized Trials | Speaker Dr. David Redden Missing Data in Randomized Trials | Speaker Dr. David Redden 6

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Module 4 | Additional Resources Module 4 | Additional Resources 7

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MODULE 5

MODULE 5 MODULE 5

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Module 5 | Overview Module 5 | Overview 1

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MOST Framework | Speaker Dr. Bonnie Spring MOST Framework | Speaker Dr. Bonnie Spring 2

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SMART Trial in Obesity | Speaker Dr. Drew Sayer SMART Trial in Obesity | Speaker Dr. Drew Sayer 3

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Multilevel Randomized Cost-Effectiveness Trials | Speaker Dr. Nianbo Dong Multilevel Randomized Cost-Effectiveness Trials | Speaker Dr. Nianbo Dong 4

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MODULE 6

MODULE 6 MODULE 6

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Module 6 | Overview Module 6 | Overview 1

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Propensity Scores Based Methods | Speaker Dr. Douglas Landsittel Propensity Scores Based Methods | Speaker Dr. Douglas Landsittel 2

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Mendelian Randomization in Nutritional Epidemiology | Speaker Dr. Stella Aslibekyan Mendelian Randomization in Nutritional Epidemiology | Speaker Dr. Stella Aslibekyan 3

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Synthetic Controls | Speaker Dr. Coady Wing Synthetic Controls | Speaker Dr. Coady Wing 4

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Module 6 | Additional Resources Module 6 | Additional Resources 6

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MODULE 7

MODULE 7 MODULE 7

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Module 7 | Overview Module 7 | Overview 1

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Study Design: Quasi and Natural Experiments | Speaker Dr. David Redden Study Design: Quasi and Natural Experiments | Speaker Dr. David Redden 2

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Analysis of Quasi and Natural Experiments | Speaker Dr. Bisakha (Pia) Sen Analysis of Quasi and Natural Experiments | Speaker Dr. Bisakha (Pia) Sen 3

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RIGOR Presentation | Speaker Karl Emmert-Fees RIGOR Presentation | Speaker Karl Emmert-Fees 4

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MODULE 8

MODULE 8 MODULE 8

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Module 8 | Overview Module 8 | Overview 1

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Ethical Considerations: Studying Behavioral Phenotypes in Weight-Discordant Siblings | Speaker Dr. Tanja Kral Ethical Considerations: Studying Behavioral Phenotypes in Weight-Discordant Siblings | Speaker Dr. Tanja Kral 2

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Twin/Sibling Data | Speaker Dr. Patrick Quinn Twin/Sibling Data | Speaker Dr. Patrick Quinn 3

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Twin and Family Data: SEM | Speaker Dr. Michael Neale Twin and Family Data: SEM | Speaker Dr. Michael Neale 4

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Module 8 | Additional Resources Module 8 | Additional Resources 7

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MODULE 9

MODULE 9 MODULE 9

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Module 9 | Overview Module 9 | Overview 1

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Mediation and Moderation: Design and Analysis | Speaker Dr. Amanda Fairchild Mediation and Moderation: Design and Analysis | Speaker Dr. Amanda Fairchild 2

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Testing with Structural Equation Modeling | Speaker Dr. Michael Neale Testing with Structural Equation Modeling | Speaker Dr. Michael Neale 3

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Examples and Ethical Issues | Speaker Dr. Amanda Fairchild Examples and Ethical Issues | Speaker Dr. Amanda Fairchild 4

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Module 9 | Additional Resources Module 9 | Additional Resources 6

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