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# Adverse events | ||
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- Sample ADAE dataset generated using [teal.data](https://insightsengineering.github.io/teal.data/main/) package in R. Data limited to two treatments (Drug X, Placebo), although subjects may switch between the two | ||
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Challenge: produce a visualization using this sample ADAE dataset | ||
The challenge is open-ended, and you can choose a feature of the data to focus on. Possible ideas: | ||
- Investigate the co-occurrence of adverse events (the October 2020 webinar might provide some inspiration!) or ‘clusters’ of adverse events – do certain groups of adverse events tend to occur alongside one another or at certain times | ||
- Investigate the time to a given event or adverse event profiles over time | ||
- Explore the hierarchical nature of adverse events (MedDRA terms) | ||
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Note that other than reducing the treatment arms, the ADAE data is exactly as produced in teal.data | ||
This gives full freedom to utilize/explore as few/many of the variables as you wish | ||
The AE terms are populated with codes rather than actual terms, preserving the hierarchical nature of the event classification |