An example show that users who see more error and crashes are less likely to churn from Office365.
One should not concude that error and crashes in improving customer engagement.
Deeper analysis show that heavy user see more error messages and crashes. These users are less likely to churn.
On other hand users how do not use O365 regularly see less error message and crashes. They churn more ofthen