Can I configure the attendance document to show a student's attendance from the previous year?

Unfortunately, the attendance document will not be able to show this, as it only shows the attendance for the current academic year.

An alternative method to get this information is to create a query that shows the student's previous attendance from the previous years and export thery results to a csv file.