Yes, you will find many posts on absenteeism on the right corner as well. Before you take any strict action, I would advise you to find out what the root cause of this problem is—irregular hours/extended hours of work, heavy workload, lack of appropriate infrastructure/facilities, motivational issues, etc. Remember to look at the other side of the coin as well.
Regards,
Vaishalee Parkhi