What Measurements Work Well?

Many organizations measure attributes of populations and processes in the hope of guiding the organization towards stated goals. But some of these measurements yield misleading data, for a variety of reasons. For instance, we sometimes use surveys that require respondents to supply their subjective judgments.

An example of subjective judgment: "Rate your subordinate's ability to work with others on a scale from 1 to 5." Such attributes cannot actually be measured. If you try to measure them, by means of, say, surveys — even anonymous surveys — you actually measure the rating that people enter on the form. That rating might or might not reflect what you think you're measuring.

Some measurements do work. Here are some properties of useful measurements.

Actionable

The organization must have in mind some adjustment of operations that it would make in response to the results. If you don't use the results of the measurement, why are you measuring it at all?

Boolean, numeric, or member of a defined list

The answer to the question "What is the observed value of this metric?" must be true or false; a number; or an element of a defined list. For instance, did we complete the project on time? If we were late, how late were we?

Objective

Determining the observed value of the measurement shouldn't involve subjective judgment. For example, the number of malware incidents per month, or the number of timecard hours or hours "badged in" per employee per month.

Untraceable

The people who provide the data, or whose activities the data describes, should be confident that the data they enter cannot be traced to them personally. This enhances (but does not ensure) the honesty of submissions, especially when the submitted data conveys bad news.

Out of awareness

If you don't use the
results of the measurement,
why are you measuring
it at all?The people whose activity is being measured should be unaware that a measurement is taking place. This limits the impact of the so-called Hawthorne Effect. See "Getting Around Hawthorne," Point Lookout for October 2, 2002, for more.

Measured

The measurement process itself should be measured, to determine its quality. Measures that are helpful include traceability checks, the probability of the data actually being used, and multiple data collections to evaluate precision.

Fraud resistant

Sometimes people attempt to achieve desired measurement results by means of fraud. They conceal, misrepresent, spin, or do whatever is necessary to get the results they want or the results they believe the measurer wants. Plan enforcement actions in advance of the data collection, and establish organizational policy regarding measurement fraud.

How many of the measurements you now make meet these criteria? Most important, how many measurements do you actually use? If you eliminate those you never use, you might find resources that you can use to improve the rest.  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.

This article in its entirety was written by a human being. No machine intelligence was involved in any way.

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:

When Meetings Boil Over

At any time, without warning, you can find yourself in a meeting that boils over. Sometimes tempers rise, then voices rise, and then people yell and scream. What can a team do when meetings threaten to boil over — and when they do?

Smart Bookshelves

If you like to browse in bookstores, you probably know the thrill of new ideas and new perspectives. When I find a book worth reading, I want to own it, and that's how it gets to my shelf. Here are some tips to help you read more of what you really want to read.

Critical Thinking and Midnight Pizza

When we notice patterns or coincidences, we draw conclusions about things we can't or didn't directly observe. Sometimes the conclusions are right, and sometimes not. When they're not, organizations, careers, and people can suffer. To be right more often, we must master critical thinking.

Dealing with Negative Progress

Many project emergencies are actually the result of setbacks — negative progress. Sometimes these mishaps are unavoidable, but often they're the result of patterns of organizational culture. How can we reduce the incidence of setbacks?

Red Flags: III

Early signs of troubles in collaborations include toxic conflict, elevated turnover, and antipatterns in communication. But among the very earliest red flags are abuses of power. They're more significant than other red flags because abuses of power can convert any collaboration into a morass of destructive politics.

See also Personal, Team, and Organizational Effectiveness for more related articles.

Forthcoming issues of Point Lookout

Coming July 23: Microdelegation

Microdelegation is a style of delegation in which the delegator unintentionally communicates the task to the subordinate in such detail and so repetitively that the subordinate is offended. As a result of this delegation style, many subordinates feel distrusted or suspected of fraud or goldbricking. Available here and by RSS on July 23.

And on July 30: What the Dunning-Kruger Effect Actually Is

Although the Dunning-Kruger Effect is widely recognized, people describe it — and understand it — in many different ways. Some of these expressions are misleading. Proceed with caution. Available here and by RSS on July 30.

Coaching services

I offer email and telephone coaching at both corporate and individual rates. Contact Rick for details at rbrenaXXxGCwVgbgLZDuRner@ChacDjdMAATPdDNJnrSwoCanyon.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, )
• Get 2003-4 in Why Dogs Wag (PDF, )
• Get 2005-6 in Loopy Things We Do (PDF, )
• Get 2007-8 in Things We Believe That Maybe Aren't So True (PDF, )
• Get 2009-10 in The Questions Not Asked (PDF, )
• Get all of the first twelve years (2001-2012) in The Collected Issues of Point Lookout (PDF, )

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 500-1000 words in your inbox in one hour. License any article from this Web site. More info