We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Two Speeds to Implement Performance Management – Both Bad
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Uncategorized > The Two Speeds to Implement Performance Management – Both Bad
Uncategorized

The Two Speeds to Implement Performance Management – Both Bad

GaryCokins
GaryCokins
5 Min Read
The Two Speeds to Implement Performance Management – Both Bad
Illustrative image generated with OpenAI gpt-image-1.
SHARE

One of the problems that impedes organizations from successfully implementing the Performance Management framework is the pace at which executives attempt to implement its various methodologies, such as strategy maps, a balanced scorecard, dashboards, customer profitability reporting with activity based costing, predictive analytics, and others. The problem is executives try to implement them with only two speeds – too fast or too slow.

When executives try to move too fast, such as attempting in three months to define and cascade a scorecard of key performance indicators (KPIs) from the executive team down to the front line employees, the implementation is doomed to failure. The reason is organizations require a managed rate of learning and buy-in acceptance. The major impediments to implementing Performance Management methodologies are not technical, such as data availability or quality; they are social. For example, KPIs should be gradually and carefully defined and cascaded downward to KPIs of middle managers that influence their higher level managers’ KPIs. Conflict and tension in organizations is natural, and it takes time to rationalize what to measure and how driver KPIs correlate – or not – with other influenced measures.

When executives do not try to move quickly enough, they introduce risk that the organization will conclude that the Performance Management methodology is not worth it. If the executives embark on implementing a methodology, but the project team drags it out without anyone seeing tangible results, then the organization doubts the benefits will exceed the administrative effort to report the information. For example, many activity based costing systems are frequently way over-designed in detail and well beyond diminishing returns in extra accuracy for the extra administrative effort to collect and calculate the more granular information. They collapse under their own weight to be maintained. The adverse effects of too slowly implementing and more importantly integrating the portfolio of the Performance Management methodologies is the organization will not see the synergies of the interdependencies of the integrated methodologies.

The key is determining the Goldilocks pace to implement and integrate the methodologies. Just as in the Goldilocks fable, with the porridge being not too hot or too cold and the beds not too soft or not too hard, find the optimal speed to implement. The real jewel in the crown of the Performance Management framework is the synergy of the methodologies working in integration and imbedding each of them with analytics such as those provided by my employer, SAS.

More Read

Where to Go to Learn About Network Security
Where to Go to Learn About Network Security
Cloud Software and Business Modernization: Part One
From Prettier Tables to Prettier Text
Interview KNIME Fabian Dill
Propping up the house of cards

There are more than two speeds to implementing the Performance Management methodologies. The optimal speed exists and can be controlled.

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Illustration of mobile analytics dashboards with ad performance charts connected to backend databases
11 Best Sisense Alternatives for Embedded Analytics
Business Intelligence Exclusive
Analyst points at colorful circular data dashboard on screen - information technology business metrics
How Fragmented Workplace Tech Undermines Reliable Business Metrics and Reporting
Cloud Computing Exclusive Infographic IT
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks -- AI-generated illustration
Using Multi-Source Data and Analytics to Detect Operational Drift Across Franchise Networks
Exclusive Infographic
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing -- AI-generated illustration
Beyond The First Impression: The Long-Lasting Impact Of Sensory Marketing
Infographic Marketing

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Why Apple’s Announcement is More than Just About a New Phone
Uncategorized

Why Apple’s Announcement is More than Just About a New Phone

3 Min Read
The Output Translator
Uncategorized

The Output Translator

6 Min Read
Where on Earth Are My Users?
Uncategorized

Where on Earth Are My Users?

5 Min Read
Resource Mistakes, Part III: Silencing Dissent
Uncategorized

Resource Mistakes, Part III: Silencing Dissent

4 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots
AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?