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? rbrenmhXARWRMUvVyOdHlner@ChacxgDmtwOKrxnripPCoCanyon.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:
- Choices for Widening Choices
- Choosing is easy when you don't have much to choose from. That's one reason why groups sometimes don't
recognize all the possibilities — they're happiest when choosing is easy. When we notice this
happening, what can we do about it?
- Remote Facilitation in Synchronous Contexts: II
- Facilitators of synchronous distributed meetings — meetings that occur in real time, via telephone
or video — encounter problems that facilitators of face-to-face meetings do not. Here's Part II
of a little catalog of those problems, and some suggestions for addressing them.
- The prevalence of overwork has increased with the depth of the global recession, in part because employers
are demanding more, and in part because many must now work longer hours to make ends a little closer
to meeting. Overwork is dangerous. Here are some suggestions for dealing with it.
- Speak for Influence
- Among the factors that determine the influence of contributions in meetings are the content of the contribution
and how it fits into the conversation. Most of the time, we focus too much on content and not enough on fit.
- Still More Things I've Learned Along the Way
- When I have an important insight, or when I'm taught a lesson, I write it down. Here's another batch
from my personal collection.
See also Personal, Team, and Organizational Effectiveness for more related articles.
Forthcoming issues of Point Lookout
- Coming April 1: Incompetence: Traps and Snares
- Sometimes people judge as incompetent colleagues who are unprepared to carry out their responsibilities. Some of these "incompetents" are trapped or ensnared in incompetence, unable to acquire the ability to do their jobs. Available here and by RSS on April 1.
- And on April 8: Intentionally Misreporting Status: I
- When we report the status of the work we do, we sometimes confront the temptation to embellish the good news or soften the bad news. How can we best deal with these obstacles to reporting status with integrity? Available here and by RSS on April 8.
I offer email and telephone coaching at both corporate and individual rates. Contact Rick for details at rbrenmhXARWRMUvVyOdHlner@ChacxgDmtwOKrxnripPCoCanyon.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 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.