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.
- 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?
- 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.
- 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.
- 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 welcomeWould you like to see your comments posted here? rbrenCJPZvydvnQIIAgpKner@ChacozCWJnNUuMMZgDpEoCanyon.comSend me your comments by email, or by Web form.
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.
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.
More articles on Personal, Team, and Organizational Effectiveness:
- Taming the Time Card
- Filling out time cards may seem maddeningly trivial, but the data they collect can be critically important
to project managers. Why is it so important? And what does an effective, yet minimally intrusive time
reporting system look like?
- The Hypothetical Trap
- Politicians know that answering hypothetical questions is dangerous, but it's equally dangerous for
managers and project managers to answer them in the project context. What's the problem? Why should
you be careful of the "What If?"
- Coping with Layoff Survival
- Your company has just done another round of layoffs, and you survived yet again. This time was the most
difficult, because your best pal was laid off, and you're even more fearful for your own job security.
How can you cope with survival?
- How to Foresee the Foreseeable: Preferences
- When people collaborate on complex projects, the most desirable work tends to go to those with highest
status. When people work alone, they tend to spend more time on the parts of the effort they enjoy.
In both cases, preferences rule. Preferences can lead us astray.
- How We Waste Time: II
- We're all pretty good at wasting time. We're also fairly certain we know when we're doing it. But we're
much better at it than we know. Here's Part II of a little catalog of time wasters, emphasizing those
that are outside — or mostly outside — our awareness.
See also Personal, Team, and Organizational Effectiveness for more related articles.
Forthcoming issues of Point Lookout
- Coming November 21: Make Suggestions Privately
- Suggesting a better way of doing things can sometimes backfire surprisingly and intensely. Making suggestions privately reduces that risk, but introduces a different risk. Available here and by RSS on November 21.
- And on November 28: Wacky Words of Wisdom: VI
- Adages, aphorisms, and "words of wisdom" seem valid often enough that we accept them as universal and permanent. Most aren't. Here's Part VI of a collection of widely held beliefs that can be misleading at work. Available here and by RSS on November 28.
I offer email and telephone coaching at both corporate and individual rates. Contact Rick for details at rbrenSKOlCNfbhyIYkgQaner@ChacuqSsKLciWqcTvMIAoCanyon.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
- 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.