| Session 1 (Intro to quantitative concepts and methods) |
Session 1 (Intro to PUBH 614) |
Session 1 Notes |
Session 1 Slides |
|
Session 1.1 (Purpose) |
|
|
|
Session 1.2 (Stats package) |
|
|
|
Session 1.3 (Variables) |
|
|
|
Session 1.4 (Standards) |
|
|
|
|
|
|
| Session 2 (Descriptive statistics for single groups) |
Session 2.1 (Intro descriptive stats) |
Session 2 Notes |
Session 2 Slides |
|
Session 2.2 (Compare mean, median etc for continuous variables) |
|
|
|
Session 2.3 (Trends) |
|
|
|
|
|
|
| Session 3 (Using linear regression) |
Session 3.1 (Explanatory question) |
Session 3 Notes |
Session 3 Slides |
|
Session 3.2 (Plot points on a plane) |
|
|
|
Session 3.3 (Correlation co-efficient) |
|
|
|
Session 3.4 (Interpret an explanatory model) |
|
|
|
Session 3.5 (Outliers) |
|
|
|
Session 3.6 (Interpret an explanatory model using linear regression) |
|
|
|
|
|
|
| Session 4 (Logistic regression) |
Session 4.1 (Logistic regression) |
Session 4 Notes |
Session 4 Slides |
|
Session 4.2 (Logistic regression) |
|
|
|
Session 4.3 (Logistic regression outliers) |
|
|
|
Session 4.4 (Logistic regression odds ratios vs continuous outcomes) |
|
|
|
Session 4.5 (Logistic regression explanatory model) |
|
|
|
|
|
|
| Session 5 (Hypothesis testing, confidence intervals, distributions and probabilities) |
Session 5.1 (Intro) |
Session 5 Notes |
Session 5 Slides |
|
Session 5.2 (Role) |
|
|
|
Session 5.3 (Bootstrapping method) |
|
|
|
Session 5.4 (Distributions) |
|
|
|
Session 5.5 (Create distributions) |
|
|
|
|
|
|
| Session 6 (Comparing groups with proportions) |
Session 6.1 (Comparing groups with proportions) |
Session 6 Notes |
Session 6 Slides |
|
Session 6.2 (Comparing groups with proportions) |
|
|
|
Session 6.3 (Comparing two proportions) |
|
|
|
Session 6.4 (Two-way tables) |
|
|
|
Session 6.5 (Single Mean comparison to specific value) |
|
|
|
Session 6.6 (Compare two means) |
|
|
|
Session 6.7 (Summary) |
|
|
|
|
|
|
| Session 7 (Hypothesis testing, type 1 errors and statistical power) |
Session 7.1 (Hypothesis testing, type 1 errors and statistical power) |
Session 7 Notes |
Session 7 Slides |
|
Session 7.2 (Type 1 and 2 errors) |
|
|
|
Session 7.3 (Type 2 errors) |
|
|
|
Session 7.4 (Power calculations) |
|
|
|
Session 7.5 (Small samples) |
|
|
|
|
|
|
| Session 8 (Putting it all together - Conducting a data analysis) |
Session 8.1 (Review: Putting it all together) |
Session 8 Notes |
Session 8 Slides |
|
Session 8.2 (Data analysis plan) |
|
|
|
Session 8.3 (Data analysis) |
|
|
|
Session 8.4 (Linear and logistic regression) |
|
|
|
Session 8.5 (Study interpretation) |
|
|
|
|
|
|
| Session 9 (Predictive models) |
Session 9.1 (Learning objectives and risk prediction) |
Session 9 Notes |
Session 9 Slides |
|
Session 9.2 (Prediction and explanation) |
|
|
|
(Note: All the materials for the QUALITATIVE part of PUBH614 are labeled as one week behind the actual week (E.g. materials for session 10 are labeled session 9). Nothing to worry about, please ignore) |
|
|
| Session 10 (Approaches to qualitative data analysis and the role of reflexivity) |
Session 10.1 (Approaches to qualitative data analysis) |
Session 10 Notes |
|
|
Session 10.2 (Reflexivity) |
|
|
|
Session 10.3 (Developing a thematic framework) |
|
|
|
|
|
|
| Session 11 (Managing and working with data) |
Session 11.1 (Codes) |
Session 11 Notes |
|
|
Session 11.2 (Qualitative codebooks) |
|
|
|
|
|
|
| Session 12 (Interpreting data techniques and tools) |
Session 12.1 (Intro to session 11 + kitchen sink codes) |
Session 12 Notes |
|
|
Session 12.2 (Elements, dimensions & code summaries) |
|
|
|
Session 12.3 (Mapping linkage) |
|
|
|
|
|
|
| Session 13 (Interpreting qualitative data and understanding qualitative findings) |
Session 13.1 (Analytic memos) |
Session 13 Notes |
|
|
Session 13.2 (Diagrams) |
|
|
|
Session 13.3 (Intro to qualitative research articles) |
|
|
|
|
|
|
| Session 14 (Mixed methods designs and assessing study findings) |
Session 14.1 (Mixed methods study designs) |
Session 11 Notes |
|
|
Session 14.2 (Assessing quality in qualitative research) |
|
|