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: Seven Questions That Make Analytics Smarter
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > Seven Questions That Make Analytics Smarter
Business IntelligenceData Mining

Seven Questions That Make Analytics Smarter

Brett Stupakevich
Brett Stupakevich
3 Min Read
SHARE

In a recent discussion at Boston’s Knowledge Management Forum, KM Forum President Larry Chait and Industry Consultant Jack Vinson shared a series of questions that should be a starting point for improving both decision-making and results.  Both recognize that even the best analytics or business intelligence system can be affected by organizational culture, personalities and other external factors. These are just some of the intangibles that sway  humans as they make decisions.

Some of these initial questions were inspired by the new book, “Buy In: Saving Your Good Idea From Getting Shot Down” by famed marketing professor John Kotter. Others were inspired by the Theory of Constraints idea that by limiting options and agreeing early on paths toward solutions, results can exceed initial expectations. That can produce breakthrough results. Chait (who came up with the questions) and Vinson collaborated to show how assumptions, hierarchy and direct observations have led to deadly decisions — from the dozens of cascading errors that led to the Titanic cruise ship sinking to more minor daily crises.  To prevent such occurrences, individuals and teams should review these questions:

1. What are the inherent biases in identifying the problem as a problem?

2. Can we examine the true motives of everyone involved to insure alignment?

More Read

payment methods
How Data Analytics Is Transforming eCommerce Payments
Five BI and Analytics Takeaways from Gartner Summit 2013
Connecting the Dots: Misunderstood Dimensional Models
Because it’s Friday: Breaking Up
PAW: Completing the visitor targeting cycle

3. Is there an objective truth in this situation that everyone agrees upon?

4. Is there someone I trust to provide an opposing viewpoint and critique?

5. What information would change the process, result or action steps?

6. Can I sleep on it? Or does this truly require immediate action?

7. Are there repercussions for inaction that might worsen the problem/situation?

Armed with the answers to these questions any decision-making is sure to be clearer and more understandable as the project moves ahead.  Equipped with the data available from BI and real-time analytics you can have better evidence for making informed choices.  More details can be found at Knowledge Jolt with Jack.

For more on the Knowledge Management Forum, visit http://kmforum.org/.  The group meets in the Boston-area to discuss the impact of technology, collaboration and networking on organizations ranging  from non-profit groups to large corporations.

David Wallace
Spotfire Blogging Team

Image Credit: Microsoft Office Clip Art

Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Best Age Estimation Software in 2026: Which Facial Age Providers Actually Hold Up -- AI-generated illustration
Best Age Estimation Software in 2026: Which Facial Age Providers Actually Hold Up
Artificial Intelligence Exclusive Machine Learning
Top 8 Multi-Cloud Architecture Tools for Automated Infrastructure Design in 2026 -- AI-generated illustration
Top 8 Multi-Cloud Architecture Tools for Automated Infrastructure Design in 2026
Cloud Computing Exclusive IT
6 Top Agentic SDLC Platforms for Enterprise Engineering Organizations -- AI-generated illustration
6 Top Agentic SDLC Platforms for Enterprise Engineering Organizations
Artificial Intelligence Exclusive
6 Best Runtime Intelligence Tools for Debugging AI-Generated Code in 2026 -- AI-generated illustration
6 Best Runtime Intelligence Tools for Debugging AI-Generated Code in 2026
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

ISO TC 184/SC 4 Conference in Canada

2 Min Read

Business Analytics Optimization Keynote #iod11

3 Min Read

Aligning Big Data

14 Min Read

Celebrate Corporate Compliance and Ethics Week!

3 Min Read

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

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
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?