CASE STUDY: Targets Are About Capability Improvement, Not Chasing Numbers

by Stacey Barr |

A typical way to set targets is to calculate a target for the year, and then apportion it to each month in that year. The idea is to keep everyone focused on achieving the target, so increase the likelihood the annual target will be met. But it doesn’t work.

These targets are typical of sales teams, where each month the sales reps will chase a minimum value of sales, to contribute toward hitting the annual goal.

The example below shows how monthly targets are apportioned ‘realistically’ throughout the year. The sum of these values is the annual target (it’s $14,000,000 in case you’re burning to know). Red values are where actual performance was under target for the month.

There will almost always be red values, unless the current capability of the revenue-generating process is already well ABOVE the target.

The red values are simply a product of natural variability, the up and down fluctuations from month to month. Every measure will always go up and down to some extent, resulting from the interplay of a huge array of causes – including both external environment and the design of internal business processes.

Increasing capability to generate consistently more revenue requires changing the design of the business processes that contribute to revenue. Sales – the process of turning a lead into a customer – is just one of those business processes. Marketing – the process of identifying potential top accounts and getting their attention – is another of those business processes.

But while ever sales staff focus on hitting monthly targets, they won’t have the time or awareness to work on the business processes – they’ll most likely just do what they can to hit the current month target.

You’ve heard about the old sales tricks, haven’t you? Big discounts (that aren’t profitable), bullying customers (and destroying long-term relationships), counting promised sales (that never come through).

A better way is to use targets to improve capability, not chase numbers. The following is an XmR chart of revenue, with a target point sitting above the date by which it is to be achieved. It’s the same data as in the table above, but with a bit more of the historical data included, back to January 2011.

The target for the XmR chart was calculated by dividing the annual target into 12, given that the measure is calculated monthly. This target is where you want the Central Line to get to, ideally well before June 2014.

Currently the revenue generating capability is about $1M per month, and the target is $1.17M. Apart from the signal of an upward shift back in January 2012 (who knows what caused that), there is no signal whatsoever that revenue is increasing enough for that Central Line to move up to the target.

The sales reps might be working their little bums off, but the capability of the business processes is holding them down.

Think of a hotted-up street car at the drags: it’s not ever going to consistently produce 12 second runs UNTIL the processes of that car that constrain acceleration and speed increase their capability: engine capacity, fuel mixture, engine timing, tyre traction, etc…. Driving harder won’t achieve it,  not without the risk of blowing up the engine by over-revving it.

Chasing targets by focusing on hitting a number each and every month encourages behaviours that are usually unsustainable: working faster, working longer, trying harder, or going for quick wins that might sabotage other areas of performance (like customer relationships or staff retention). You continually need to inject more effort to keep hitting monthly numbers.

But when you pursue a capability target, like the target for the XmR Central Line, your focus is on increasing capability of your underlying business processes. Improve business process design once, and you get a sustainable increase in capability that doesn’t cost any further effort. For every process design improvement you make, you get another ongoing capability improvement that sustains itself.

Bigger gains for less effort. Isn’t that what performance measurement and improvement is really about?


Try this out on one of your performance measures: set a capability target, plot your measure in an XmR chart, and enjoy the insights that suddenly appear!


Leave a Reply to Stefan Norrvall Cancel reply

Your email address will not be published. Required fields are marked *

  1. Hi Stacey, I’m a big fan of capability charts although it is a rare sight in most organisations I’ve come across. I agree that working to change the variation is critical rather than chasing a specific number. However, I’d be interested in your view on removing targets altogether. Note that I don’t mean removing measurements, just the target bit. The reason for removing targets is that they are usually arbitrary, unless they are for example 0 or 100%. The point is that the aim should always be to strive for perfection and not chase a specific arbitrary number as it as you point out tends to drive unproductive behaviours.

    • Stacey Barr says:

      Stefan my view is that perfection is a frustrating target to aim for. Too many things are outside our control or influence and make perfection unattainable. I believe in excellence.

      Targets that focus on excellence drive a continuous improvement culture: pursue an interim target, learn more about your ability to influence the result, then set a more challenging target. And the cycle continues.

      BUT… some areas of performance should not be improved beyond a practical point. That would be a waste of time and resources. Why should everything be perfect? Excellence is contextual, and more meaningful.

Upcoming KPI Training

Our next PuMP Performance Measure Blueprint Workshops include:

>> North America, Online Interactive, 7-11 Feb 2022

>> Australia/NZ/Asia Pacific, Online Interactive, 23-24, 28 Feb, 1-2 Mar 2022

>> Africa, Online Interactive, 14-18 Mar 2022

>> Australia/NZ/Asia Pacific, Online Interactive, 29-31 Mar 2022

>> Africa, Online Interactive, 20-24 Jun 2022

>> Africa, Online Interactive, 26-30 Sep 2022

>> Africa, Online Interactive, 28 Nov - 2 Dec 2022

Register for the next PuMP Blueprint Workshop near you

Stacey's Books

Prove It! How to Create a High-Performance Culture and Measurable Success, book by Stacey Barr

Order Prove It! here.

Practical Performance Measurement: Using the PuMP Blueprint For Fast, Easy, And Engaging KPIs, book by Stacey Barr

Order Practical Performance Measurement here.

Reprinting Articles

You are welcome to use articles from the Measure Up blog, with these requirements

Connect with Stacey

Haven’t found what you’re looking for? Want more information? Fill out the form below and I’ll get in touch with you as soon as possible.

    *We respect your email privacy.
    Level 54, 111 Eagle Street
    Brisbane, Qld, 4000
    Stacey Barr Pty Ltd
    ACN: 129953635
    Director: Stacey Barr