Monday, January 15, 2018

In memoriam of Dr. Martin Luther King, Jr.

On this date in 1929 (January 15), the Reverend Dr. Martin Luther King, Jr. was born.

To honor his legacy today, I'd like to share a couple of his important works. Here's a brief excerpt from "Letter From a Birmingham Jail:"
I would agree with St. Augustine that 'an unjust law is no law at all'...We should never forget that everything Adolf Hitler did in Germany was 'legal' and everything the Hungarian freedom fighters did in Hungary was 'illegal.' It was 'illegal' to aid and comfort a Jew in Hitler’s Germany.

The entire "Letter From a Birmingham Jail" is brilliant, insightful, and well worth a read! The full text can be found at

The "I Have a Dream" speech, an instant classic, was delivered on the steps of the Lincoln Memorial at the March on Washington in 1963. Fortunately for posterity, his speech was recorded in its entirety. Here it is, via YouTube:

Dr. King was assassinated on April 4, 1968. Though the man himself was mortal, his actions, his words, and his legacy of nonviolent resistance to injustice shine as brightly today as they did in the 1960s!

I would like to leave you with two other inspiring quotes from the Rev. Dr. King: 

Always remember Dr. King's principles and his commitment to fairness and justice. May we all work with tireless integrity to uphold these principles, in all times and places, and for all people.

Saturday, January 13, 2018

When Google Is Wrong (!)

Picture this scenario:

You're talking with a group of people, when somebody says, "I crossed the Mississippi River a couple weeks ago. You know, I was expecting it to be huge and impressive, right? But it really wasn't even that wide—it only took a minute to cross the old iron bridge, and I was on land again. Isn't the Mississippi supposed to be the third-longest river in the world?"

"Wait, I thought it was the fourth-longest."

"I'm pretty sure I learned that it was third-longest."

"Ok, let's look it up. How long is the Mississippi, anyway?"

"How do you spell 'Mississippi' again?..."

And people pull out their phones and Google "Mississippi river length." But maybe you shouldn't be so quick to rely on Google for your facts!

Thursday, December 28, 2017

...And the winner is! (Fall 2017)

...And the winner is... (Part II)

Which form of social media reigns supreme among college students today?

You may or may not have seen the results I shared here in April 2017. My Stats class at BGSU in Spring 2017 collected the data, and I used it to demonstrate the one-way ANOVA.

Wednesday, November 8, 2017


Lyon College, where I teach, participated in today's inaugural nationwide celebration of first-generation college students. This was orchestrated by the Council for Opportunity in Education, and designated for November 8th in honor of the 52nd anniversary of 1965's Higher Education Act.

Lyon's event, which involves collecting these cards and making them into a wall that demonstrates the experiences and values of first-generation college students. Since I'm a first-gen college student, I participated in this event by filling out a card.

You should be able to see my card above, but in case that doesn't work properly on some people's devices, I've also put the text below:

As a 1st-gen college student, I value the role of education in creating 
a better-informed citizenry and pushing the frontiers of knowledge. A liberal arts 
education helped me reach my potential, and now I'm going for a PhD!

Wondering about the social media usage of actual college students? 
Check out the results of this totally informal—but realsurvey.

In case you missed it, I review some fantastic, easy-to-use, and FREE stats programs here.
For more help explaining statistical concepts and when to use them, 
please download my freely available PDF guide here!

Thursday, October 26, 2017

Is Wikipedia in crisis?

A week ago, WIRED published an opinion piece lamenting the decline of the pursuit of knowledge, and claiming that Wikipedia is in crisis.

I saw the headline, "Social Media is Killing Wikipedia," in an e-mail from LinkedIn. The link led to a brief summary of the article (not the article itself...) along with an extensive discussion chain, complete with the hashtag #WikipediaFuture.


I clicked it because I suspected the headline would prove to be an assertion that was either exaggerated or simply untrue. In essence, clickbait.

Alas, I wasn't surprised.

Wednesday, September 6, 2017

What is 'rational?'

I left a comment at a very interesting blog post at Here's what I wrote:

An interesting article! I think that you brought up rationality in a sense that has more to do with academic notions of what is “ideal” than with the real world. It’s understandable, since most formal education (particularly in economics departments!) focuses on this notion!

Herbert Simon was, as far as I’m aware, the first academic to point out that expecting people to act ‘rationally’ is futile. He won a Nobel Prize for his work on bounded rationality, too, so it’s not like his work went unrecognized. A brief summary:
As this page correctly observes, people’s behavior often fails to adhere to even the most basic principles of logic, which leaves humans looking pretty stupid IF you believe that logic–i.e. ‘rationality’–is the best standard to which we should compare behavior.

But Gerd Gigerenzer and others (including me) argue the opposite! Rather than saying, ‘Gee, people are pretty dumb because they don’t make decisions the way a computer would make a decision,’ we argue instead that people use shortcuts that are typically well-suited for the real world of vast uncertainty and severe time pressure.

Some interesting reading on Gigerenzer’s approach, which he calls “ecological rationality:” and

In the instance of the gas station that you described above, I’d say you were acting in an ecologically rational manner, probably using a heuristic. I’d guess that your deliberation went something like this:
“This old-timey gas station has ridiculously long lines. I hate long lines! Screw it, I’ll go elsewhere and pay a bit more for my gas. The savings of about $1.00 per fill-up isn’t worth my time and aggravation.”

A standard economic model would require that you sit down and calculate whether the savings of $1 or $2 is actually worth your time and aggravation. Which would, of course, require that you assigned a numerical value to your aggravation, knew how much time you’d spend waiting, and how much of that waiting time you’d actually spend on side hustles (vs. something unproductive), how much money you’d make from the time spent on your side hustle, etc…

When it’s spelled out like that, it becomes painfully obvious that nobody behaves like “homo economicus,” because performing such actions is, in itself, terribly inefficient–not to mention far more imprecise than big-time thinkers would like to admit [i.e. how much IS your aggravation worth? And what if you estimate a 15-minute wait, but it’s actually a 25-minute wait, which causes extra frustration? How much extra frustration would that cause, and what negative effects would that stress have on your health? And, more to the point, how much would it cost to address those negative health effects? Because, remember, we need numbers in order to make the equation work…].

So, to the point of your article: if you buy into Gigerenzer’s notions, rational thought often DOESN’T require complexity–as long as you’re holding people to the standard of ecological rationality, rather than logical-mathematical rationality. 

The example above illustrates how ridiculous it is to expect people to make 'rational,' calculated decisions every time they're faced with a choice. Can you imagine stopping to do a calculation like this every time you had to do something?! You'd never accomplish anything, because you'd suffer from "paralysis by analysis." 

Thus, assuming that your goal is to be productive, it is therefore irrational to be rational!!!

To use the above example of waiting in a long line in order to save $0.10 per gallon on gas, you'd have to quantify everything: how much is your time worth? How much is your frustration worth? How much gas would your car would use at idle while you wait in line for a pump to open up? What is the 'opportunity cost' of  spending time waiting in line for a pump, waiting to pay at the counter, and trying to merge back onto the highway? Furthermore, as another commenter noted at the above article by I, Vigilante, what is the potential cost—in money, in time, and in trouble—of credit-card skimming, or the risk of total identity theft?

By the very nature of calculation, you need to fill in numbers here. But how can you quantify frustration in monetary terms? The very act of filling in this kind of equation requires enough guesswork to make the entire procedure an exercise in futility!

That's a hidden fact about math: it requires certainty about each term in the equation. Once you introduce guesswork, the equation becomes meaningless. It will still give you an answer, but to quote a popular proverb on the subject: "Junk in, junk out."

Essentially, acting in an ecologically rational manner is to adapt your behavior to suit the situation. Since every situation has different characteristics, it is foolish to behave the same way in all situations!

There are times in which deliberation and care are necessary before embarking on a course of action; there are other times in which quick, decisive action is needed. It is therefore impossible, on a practical level, to know in advance which kind of approach is best for solving a particular problem. One must first identify the nature of the problem, and any important features that may make this particular problem unique/different from similar situations one has already faced.

Academics tend to dislike such arguments, since this renders it impossible for researchers to determine in advance what the "correct" answer should be. After all, a researcher needs to present his or her ideas to skeptical peers! So it is far more defensible to tell your peers: "The correct answer is X, because this equation, based on principles of formal logic, has determined that the correct answer is X."

After all, the above approach has the appearance of airtight inevitability! If you say, "This equation yields X, therefore, the correct answer is X," you're much less likely to spark a heated debate than if you introduce the obvious subjectivity of "Situation P requires this equation, whereas Situation Q requires that equation. Since here, we have Situation P, this equation is necessary, so the correct answer is X. But if we changed these features, we'd have Situation Q, and the correct answer would be Y." An audience member could easily challenge you by objecting that we don't really have Situation P—we actually have Situation Q, or maybe Situation R. This debate could derail your entire presentation and make you look silly in front of a room full of your peers at a conference!

But is the point of research to avoid disagreement, or to advance knowledge?...

My overarching point is this: when academic research demonstrates that most people arrive at the wrong answer to a question, the participants' errors may be an artifact of the research process, NOT something inherently wrong with the human mind!

Next time a researcher tries to tell you that you're irrational, you shouldn't necessarily believe it...