Impact analysis with Application Insights
Impact analyzes how load times and other properties influence conversion rates for various parts of your app. To put it more precisely, it discovers how any dimension of a page view, custom event, or request affects the usage of a different page view or custom event.
Still not sure what Impact does?
One way to think of Impact is as the ultimate tool for settling arguments with someone on your team about how slowness in some aspect of your site is affecting whether users stick around. While users may tolerate a certain amount of slowness, Impact gives you insight into how best to balance optimization and performance to maximize user conversion.
But analyzing performance is just a subset of Impact's capabilities. Since Impact supports custom events and dimensions, answering questions like how does user browser choice correlate with different rates of conversion are just a few clicks away.
Impact Analytics Workbook
To use the Impact Analytics Workbook, in your Application Insights resources navigate to Usage > Impact and select Impact Analysis Workbook. Or in the Workbooks tab select Public Templates then select User Impact Analysis under Usage.
Using the workbook
- Select an event from the Selected event dropdown
- Select a metric in analyze how its dropdown
- Select an event in impacting event dropdown
- If you liked to add a filter to do so in Add selected event filters and/or Add impacting event filters.
Is page load time impacting how many people convert on my page?
To begin answering questions with the Impact workbook, choose an initial page view, custom event, or request.
- Select an event from the Selected event dropdown.
- Leave the analyze how its dropdown on the default selection of Duration (In this context Duration is an alias for Page Load Time.)
- For the impacting event dropdown, select a custom event. This event should correspond to a UI element on the page view you selected in step 1.
What if I’m tracking page views or load times in custom ways?
Impact supports both standard and custom properties and measurements. Use whatever you want. Instead of duration, use filters on the primary and secondary events to get more specific.
Do users from different countries or regions convert at different rates?
- Select an event from the Selected Event dropdown.
- Choose “Country or region” in analyze how its dropdown
- For the impacting event dropdown, select a custom event that corresponds to a UI element on the page view you chose in step 1.
How does the Impact analysis workbook calculate these conversion rates?
Under the hood, the Impact analysis workbook relies on the Pearson correlation coefficient. Results are computed between -1 and 1 with -1 representing a negative linear correlation and 1 representing a positive linear correlation.
The basic breakdown of how Impact Analysis works is as follows:
Let A = the main page view/custom event/request you select in the first dropdown. (Selected event).
Let B = the secondary page view/custom event you select (impacts the usage of).
Impact looks at a sample of all the sessions from users in the selected time range. For each session, it looks for each occurrence of A.
Sessions are then broken into two different kinds of subsessions based on one of two conditions:
- A converted subsession consists of a session ending with a B event and encompasses all A events that occur prior to B.
- An unconverted subsession occurs when all A's occur without a terminal B.
How Impact is ultimately calculated varies based on whether we are analyzing by metric or by dimension. For metrics all A's in a subsession are averaged. Whereas for dimensions the value of each A contributes 1/N to the value assigned to B where N is the number of A's in the subsession.