Figures Quote by Brian L. Joiner
“There are three ways to get better figures... Improve the system... Distort the system... Distort the figures”
About This Quote
Source Lecture: Data Analysis Techniques, 2018
Improving figures can be done by enhancing the system, distorting the system, or distorting the figures themselves.
In simple terms: Three ways to improve data: fix system, cheat system, or cheat data.
Key Takeaway
Choose ethical methods to improve data quality.
Themes
data
integrity
methodology
Mood
analytical
cautionary
Type
instructional
warning
When to use this quote
- business reporting
- academic research
- financial modeling
Key Concepts
system optimization
data manipulation
ethical considerations
Questions to Reflect On
- Is it ever justified to alter data for better outcomes?
- How can we ensure data integrity?
A Different Perspective
Distorting figures undermines trust and credibility.
![“[Hitler thought] that Mussolini was no figure of world history, like der Fuehrer or Stalin.” quote by Joseph Goebbels](https://sms4smile.com/quotes/img-quotes/fa3/joseph-goebbels-4054_figures_hitler-thought-that-mussolini-was-no-fig_5180.jpg)
