Cookies help us display personalized product recommendations and ensure you have great shopping experience.

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 Data Quality of Dorian Gray
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 Quality > The Data Quality of Dorian Gray
Data Quality

The Data Quality of Dorian Gray

JimHarris
JimHarris
2 Min Read
SHARE

The Picture of Dorian Gray was a 19th century novel written by Oscar Wilde, which told the story of a young man who sold his soul to remain forever young and beautiful by having his recently painted portrait age rather than himself.  One of the allegories that can be drawn from the novel is our desire to cling,

The Picture of Dorian Gray was a 19th century novel written by Oscar Wilde, which told the story of a young man who sold his soul to remain forever young and beautiful by having his recently painted portrait age rather than himself.  One of the allegories that can be drawn from the novel is our desire to cling, like Dorian Gray, to an idealized image of ourselves and of our lives.

I have previously blogged that when an organization’s data quality is discussed, it is very common to encounter data denial.

This is an understandable self-defense mechanism from the people responsible for business processes, technology, and data because of the simple fact that nobody likes to be blamed (or feel blamed) for causing or failing to fix data quality problems.

More Read

Reference/Master Data Management Opportunity for All of Us
Data quality tools do not solve data quality problems
Is Your Data Quality Boring?
Why Data Isn’t The Only Factor Guiding Your Management Decisions
IBM’s Watson: Becoming a Doctor with Data Analytics

But data denial can also doom a data quality improvement initiative from the very beginning.

Of course, everyone will agree that ensuring high quality data is being used to make critical daily business decisions is vitally important to corporate success.  However, for an organization to improve its data quality, it has to admit that some of its business decisions are mistakes being made based on poor quality data.

But the organization has a desire to cling to an idealized image of its data and its data-driven business decisions, to treat its poor data quality the same way as Dorian Gray treated his portrait—by refusing to look at it.

However, The Data Quality of Dorian Gray is also a story that can only end in tragedy.

 

TAGGED:advice
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

What Does a World-Class BI Program Look Like?

13 Min Read

Failing to Address Data Quality and Consistency – A Series of Unfortunate Data Warehousing/Business Intelligence Events

5 Min Read

Learning About Data Visualization

4 Min Read

The Good Data

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.

ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
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?