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VideoMultimedia, Teaching Resource 2018EMR20: Statistical Analysis, An Introduction
In this short video, Professor David Cutler introduces a three-video module on basic statistical analysis. …
In this short video, Professor David Cutler introduces a three-video module on basic statistical analysis. The videos cover (1) the relationship between 2 variables, (2) assessing the importance of the relationship, and (3) differentiating correlation from causation. EMR20: Part 1. Relationship between Two Variables (~15 min) EMR20: Part 2. Is the Relationship Important? (~28 min) EMR20: Part 3. Correlation vs. Causation (~21 min) These videos are part of a collection in which Professor David Cutler introduces basic concepts in epidemiology,…
Social Determinants | Health Outcomes | Evidence Synthesis | Education/Labor | North America -
VideoMultimedia, Teaching Resource 2018EMR20: Statistical Analysis, Part 1. Relationship between Two Variables
In this first of three videos on basic statistical analysis, Professor David Cutler discusses the relationship …
In this first of three videos on basic statistical analysis, Professor David Cutler discusses the relationship between two variables using data from a national survey on education and self-reported health. He walks students through the steps of a regression analysis, and the conceptual and mathematical foundation of estimating a regression line. At the conclusion, he reviews the interpretation of the stylized analysis. The second and third videos in this collection, shown below, address how to assess the…
Social Determinants | Health Outcomes | Evidence Synthesis | Health/Medicine | Global | North America | High School | College | Graduate | Quantitative Literacy -
VideoMultimedia, Teaching Resource 2018EMR20: Statistical Analysis, Part 2. Is the Relationship Important?
In the second of three videos on basic statistical analysis, Professor David Cutler, moves beyond …
In the second of three videos on basic statistical analysis, Professor David Cutler, moves beyond summarizing the relationship between two variables to asking if this relationship is "important?" He discussed two dimensions of "importance", the first addressing the substantive question about whether the magnitude of the relationship is meaningful enough or big enough to be important. This second addresses the statistical relationship between the variables and makes up the bulk of the video. In other…
Social Determinants | Health Outcomes | Evidence Synthesis | Health/Medicine | Global | North America -
VideoMultimedia, Teaching Resource 2018EMR20: Statistical Analysis, Part 3. Correlation vs. Causation
In the final of three videos on basic statistical analysis, Professor David Cutler, moves beyond …
In the final of three videos on basic statistical analysis, Professor David Cutler, moves beyond asking if the relationship between two variables, health and education, is "statistically significant" to the question about the nature of their relationship. Specifically, he asks what is the difference between correlation and causation, and how is this determined? He explains the importance of identifying other factors that could be influential on the relationship, and demonstrates how one can control for…
Social Determinants | Health Outcomes | Evidence Synthesis | Health/Medicine | North America | High School | College | Graduate | Quantitative Literacy
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