Causation vs. Correlation: Be So Careful in This Big-Data World
It seems like so many in the digital trade, press are freaking out about how much time is going to mobile. Many are calling it the death of desktop search. What?
And now, the story is that people are “turned away from browsing the web on their phones because they are using apps more.” What? A media distribution company I have respected for many years says, “mobile web is already dying as people are spending more time in apps like Facebook and Twitter.” What?
In this age of too much data, we have forgotten one thing: Correlation and Causation are not the same thing. The book and radio blog Freakonomics, is full of false or spurious cause-and-effect relationships. For the record, Causation means A causes B; Correlation is that A and B were observed at the same time and there may be some Causation, but you don’t know that.
The fact that I spend more time on Twitter than I do searching in my browser are not related. In fact, the more efficient and accurate with search, the less time I’ll spend searching for what I want. I know a lot of people who spend a lot of time in game apps. Are those related to less time in search? Absolutely not.
I read in a blog by Chris Taylor of “Wired” magazine that, “If big data came in a box, it would be stamped, ‘Warning: Correlation does not imply causation.’” This is especially important when you are making decisions based on the data. Trust, but verify.
Mark Mathis
Mark wrote his first direct-mail fundraising letter in 1981 for the University of Iowa Center for Advancement. The effort raised a few million dollars in undiscovered wills and legacy gifts. From that day forward Mark discovered a love of the big idea that moves the needle.
After 12 years at KWWL, Mark became a business owner as a co-founder of ME&V — rebranded as AMPERAGE in 2015. After 25 years of leading creative teams in video production, graphic design, PR, writing and web development, Mark transitioned out of ownership in 2021. Today he serves in an employee role as special projects consultant.
He is creatively ambidextrous — son of an artist and engineer — and famous for distilling complex ideas down to a few words and a few visuals. Mark is a writer. When he found that many nonprofits struggled with complex branding puzzles, he wrote the book, “NonProfit-NonMarketing .” He also wrote a novel called “Reenactment.”
Mark is an active blogger OneMinuteMarketer® with nearly 1,000 readers each week on LinkedIn, Facebook, Twitter. One of his most popular YouTube videos is on “How to Look Good on Zoom.”
One of Mark’s fondest business memories was being named to INC 500 two times and attending the INC 500 conference with other winners. Mark is considered by some a Civil War expert (and that explains his novel). Mark also served as an adjunct professor in the business and in the communications departments at Wartburg College.
Mark is a graduate of the University of Iowa and is currently vice president of the University of Iowa Journalism and Mass Communications Advisory Board.
Mark is married to state Sen. Liz Mathis, and the two love to travel, even when it means being trapped by a volcano in the Czech Republic for three weeks.