Ten Reasons Why You Don't Always Get What You Measure: II

Metrics-based management holds that "You get what you measure," but the assertion is actually even stronger. Many also believe that if you aren't measuring it, you won't get it. That's why it's reasonable to investigate possible causes of disappointing performance of metrics-based management. Here's part two of a collection of reasons why metrics-based management systems can disappoint. This part emphasizes employee behavior. See Part I and Part III, for more.

People aren't bolts of cloth

When we measure a length of cloth, the cloth hardly ever tries to influence the result. But employees, consciously or not, do try to make measurements "come out right." For instance, if employees fear the consequences of departing from management's expectations, they're more likely to provide data that's consistent with their estimate of management expectations.

But this effect can be even more confounding. Employees sometimes guess wrong about what management is measuring. Their biased reports then "spin" the data in a direction consistent with their interpretations of what management is measuring, rather than spinning it with respect to what management is actually measuring. Thus, even if we figure out how to correct for "spin," we might not be correcting for the right spin.

People and organizations adapt

Whether or not you believe that measurement works, it works best at first, because repeated measurements of the same attributes have decreasing impact. Soon, the measurement becomes routine, and employees adapt their actions and responses to enable a more comfortable, familiar stance.

For instance, When we measure
a length of cloth,
the cloth hardly ever
tries to influence the resultwhen we first start tracking "show-stopper defects," we find people working hard to fix them. But after a few cycles, people develop ways of reclassifying defects to appear less severe, or they create escape clauses, or the organization develops an "appeal procedure" for obtaining waivers. The effect of the metric soon diminishes, often after a surprisingly short useful life.

Measurements of different attributes can interact

When people notice that we're measuring two different attributes, they might try to make them both "come out right," and this sometimes leads them to contradictions. For instance, to achieve long-term goals, we might have to take actions that jeopardize short-term goals, or vice versa. Thus, the act of measuring one attribute can affect the measurement of another.

Moreover, it isn't necessary that we actually make two measurements. All that's required for contamination of the data is a belief among some employees that measurement of a second attribute might take place. Perhaps we measured it in the past, or perhaps other organizations measure it, or the "literature" suggests measuring it. Even if you announce that it won't be measured, there are those who will remain skeptical, and who assume that it will happen, "just to be safe."

Just as employees make choices that can reduce the effectiveness of measurements, so can management. We'll examine that issue in a future issue.  Top    Next Issue

Are your projects always (or almost always) late and over budget? Are your project teams plagued by turnover, burnout, and high defect rates? Turn your culture around. Read 52 Tips for Leaders of Project-Oriented Organizations, filled with tips and techniques for organizational leaders. Order Now!

Your comments are welcome

About Point Lookout

Thank you for reading this article. I hope you enjoyed it and found it useful, and that you'll consider recommending it to a friend.

Point Lookout is a free weekly email newsletter. Browse the archive of past issues. Subscribe for free.

Support Point Lookout by joining the Friends of Point Lookout, as an individual or as an organization.

Do you face a complex interpersonal situation? Send it in, anonymously if you like, and I'll give you my two cents.

Related articles

More articles on Personal, Team, and Organizational Effectiveness:

Give Me the Bad News First

I have good news and bad news. The bad news is that if you wait long enough, there will be some bad news. The good news is that the good news helps us deal with the bad news. And it helps a lot more if we get the bad news first.

Coping and Hard Lessons

Ever have the feeling of "Uh-oh, I've made this mistake before"? Some of these oft-repeated mistakes happen not because of obstinacy, or stupidity, or foolishness, but because the learning required to avoid them is just plain difficult. Here are some examples of hard lessons.

How to Reject Expert Opinion: I

When groups of decision-makers confront complex problems, they sometimes choose not to consult experts or to reject their advice. How do groups come to make these choices?

How to Get Overwhelmed

Here's a field manual for those who want to get overwhelmed by all the work they have to do. If you're already overwhelmed, it might explain how things got that way.

Congruent Decision-Making: II

Decision-makers who rely on incomplete or biased information are more likely to make decisions that don't fit the reality of their organizations. Here's Part II of a framework for making decisions that fit.

See also Personal, Team, and Organizational Effectiveness and Critical Thinking at Work for more related articles.

Forthcoming issues of Point Lookout

Coming April 24: Big, Complicated Problems

Big, complicated problems can be difficult to solve. Even contemplating them can be daunting. But we can survive them if we get advice we can trust, know our resources, recall solutions to past problems, find workarounds, or as a last resort, escape. Available here and by RSS on April 24.

And on May 1: Full Disclosure

The term "full disclosure" is now a fairly common phrase, especially in news interviews and in film and fiction thrillers involving government employees or attorneys. It also has relevance in the knowledge workplace, and nuances associated with it can affect your credibility. Available here and by RSS on May 1.

Coaching services

I offer email and telephone coaching at both corporate and individual rates. Contact Rick for details at rbrenuGEUdXMXAwmGVsBVner@ChacLXxXbPcKrKzwXISDoCanyon.com or (650) 787-6475, or toll-free in the continental US at (866) 378-5470.

Get the ebook!

Past issues of Point Lookout are available in six ebooks:

• Get 2001-2 in Geese Don't Land on Twigs (PDF, USD 11.95)
• Get 2003-4 in Why Dogs Wag (PDF, USD 11.95)
• Get 2005-6 in Loopy Things We Do (PDF, USD 11.95)
• Get 2007-8 in Things We Believe That Maybe Aren't So True (PDF, USD 11.95)
• Get 2009-10 in The Questions Not Asked (PDF, USD 11.95)
• Get all of the first twelve years (2001-2012) in The Collected Issues of Point Lookout (PDF, USD 28.99)

Are you a writer, editor or publisher on deadline? Are you looking for an article that will get people talking and get compliments flying your way? You can have 500 words in your inbox in one hour. License any article from this Web site. More info

Public seminars

The Power Affect: How We Express Our Personal Power

Many people who possess real organizational power have a characteristic demeanor. It's the way they project their presence. I call this the power affect. Some people — call them power pretenders — adopt the power affect well before they attain significant organizational power. Unfortunately for their colleagues, and for their organizations, power pretenders can attain organizational power out of proportion to their merit or abilities. Understanding the power affect is therefore important for anyone who aims to attain power, or anyone who works with power pretenders. Read more about this program.

• A recording of a program presented 6:00 PM June 29 (Eastern Time), Monthly Webinar, Technobility Webinar Series. You can earn 1.0 Category 'A' PDU by viewing this program. View this program now.