What does troop size boost do?

This will increase the number of troops you can send out in a march (march size) by a certain percentage, for a short time.

There are items that give you 25% more march size for 2 hours.

There is also a Mega March Talent that you can unlock which increases your march size by 10% for 30 minutes. This has a 12 hour cool down after each use.