How do you staff a collection floor to the right level, plan schedules and keep collectors turning up?

The short answer

Staff for the hours when consumers can be reached, and for the work you actually have, not for one daily average. Work out how many collectors you need from how often you reach the right person, how long calls take and how much time people spend off the phones. Then look at absence as a problem with causes, not just a number to manage.

In our experience the most common staffing problem on a collection floor isn’t having too few collectors overall. It’s having them at the wrong hours.

How staffing shows up in collections

• Too few collectors when consumers answer. In our experience many consumers are easiest to reach outside office hours, inside the calling times the rules allow. A schedule built around a nine-to-five day leaves the best hours thin.
• Too many when they don’t. In our experience an audit can find collectors idle at quiet hours while the same floor is short at busy ones.
• One target for everything. In our experience a floor run to a single service level target for inbound calls can end up with too few people at the hours its most valuable calls come in.
• Accounts going to whoever is free. In our experience, when schedules don’t match the plan, calls and accounts go to whoever happens to be available, not to the collector the plan intended.

How many collectors you need

For outbound work, a Call Centre Helper answer on outbound capacity planning (2022) sets out the pieces to estimate:

• How often you reach the right person. Your right-party contact rate.
• How long calls take, separately for right-party and wrong-party contacts, weighted into one average handle time.
• How many dials you need, because you won’t get through first time and may not reach everyone.
• Shrinkage: the time people spend off the phones, including holidays, sickness and other off-phone work.

Put those together and you can work out the hours, and so the number of collectors, a body of work needs. In our view do it by hour of the day and day of the week, not just for the month, because in our experience the right-party contact rate changes through the day. More RPCs or better conversion?

Why collectors don’t turn up

Call Centre Helper’s action plan for absenteeism (2021, updated 2026) lists the usual causes in contact centres:

• Schedules people dislike, such as weekend shifts, or no way to swap a shift for a family event.
• No follow-up. A day off that nobody asks about can become a habit.
• Culture. People who don’t like coming to work come in less.
• Stress, from high volumes, unhappy customers and job complexity; in the site’s own poll, broken processes caused the most.
• Team leaders who avoid difficult conversations, treat people unequally or don’t know their team.

It recommends tracking short and long absences separately, because an overall rate can fall while short absences rise, and breaking the figures down by month and team to find patterns.

In our view burnout feeds absence too. How to prevent burnout on a collection floor.

What floors change first

In our view, in this order:

1. Match shifts to the hours consumers answer. Look at right-party contacts by hour, and move shifts towards the hours that pay.
2. Make shift swaps easy. A collector who can swap a shift doesn’t need to call in sick to make a family event.
3. Talk to people when they come back. A short, fair conversation after every absence.
4. Get pay and holidays right, every time. Call Centre Helper’s pillars of advisor morale (2026) put this first.
5. Fix the processes collectors complain about, before adding headcount.
6. Plan for leavers. Turnover is a staffing problem as well as a people one. Why collectors quit, and how to reduce turnover.

Where agent matching fits

Agent matching doesn’t staff a floor or fix absence. It works with the collectors who are logged in. BestPair sends each account to the eligible collector who has done best with accounts like it, from the floor’s own call and payment history, inside the rules and workload limits the agency sets, and measures the result against a control group. In our view it gets more from the hours you staff, because more accounts reach a collector well placed with them, but the schedule has to put collectors on the floor first.

Sources

• Outbound Capacity Planning: Call Centre Helper, 12 April 2022, a reader question and answers on working out outbound staffing.
• An Action Plan for Dealing With Absenteeism: Call Centre Helper, 18 May 2021, updated January 2026.
• The 7 Pillars of Advisor Morale: Call Centre Helper, 28 January 2026.