Thursday, April 21, 2011

The Science of Why We Don't Believe Science

The theory of motivated reasoning builds on a key insight of modern neuroscience (PDF): Reasoning is actually suffused with emotion (or what researchers often call "affect"). Not only are the two inseparable, but our positive or negative feelings about people, things, and ideas arise much more rapidly than our conscious thoughts, in a matter of milliseconds—fast enough to detect with an EEG device, but long before we're aware of it. That shouldn't be surprising: Evolution required us to react very quickly to stimuli in our environment. It's a "basic human survival skill," explains political scientist Arthur Lupia of the University of Michigan. We push threatening information away; we pull friendly information close. We apply fight-or-flight reflexes not only to predators, but to data itself.
...
We're not driven only by emotions, of course—we also reason, deliberate. But reasoning comes later, works slower—and even then, it doesn't take place in an emotional vacuum. Rather, our quick-fire emotions can set us on a course of thinking that's highly biased, especially on topics we care a great deal about.
...
In Kahan's research (PDF), individuals are classified, based on their cultural values, as either "individualists" or "communitarians," and as either "hierarchical" or "egalitarian" in outlook. (Somewhat oversimplifying, you can think of hierarchical individualists as akin to conservative Republicans, and egalitarian communitarians as liberal Democrats.) In one study, subjects in the different groups were asked to help a close friend determine the risks associated with climate change, sequestering nuclear waste, or concealed carry laws: "The friend tells you that he or she is planning to read a book about the issue but would like to get your opinion on whether the author seems like a knowledgeable and trustworthy expert." A subject was then presented with the résumé of a fake expert "depicted as a member of the National Academy of Sciences who had earned a Ph.D. in a pertinent field from one elite university and who was now on the faculty of another." The subject was then shown a book excerpt by that "expert," in which the risk of the issue at hand was portrayed as high or low, well-founded or speculative. The results were stark: When the scientist's position stated that global warming is real and human-caused, for instance, only 23 percent of hierarchical individualists agreed the person was a "trustworthy and knowledgeable expert." Yet 88 percent of egalitarian communitarians accepted the same scientist's expertise. Similar divides were observed on whether nuclear waste can be safely stored underground and whether letting people carry guns deters crime. (The alliances did not always hold. In another study (PDF), hierarchs and communitarians were in favor of laws that would compel the mentally ill to accept treatment, whereas individualists and egalitarians were opposed.)
...
And that undercuts the standard notion that the way to persuade people is via evidence and argument. In fact, head-on attempts to persuade can sometimes trigger a backfire effect, where people not only fail to change their minds when confronted with the facts—they may hold their wrong views more tenaciously than ever.

http://motherjones.com/politics/2011/03/denial-science-chris-mooney?page=1

The reader comments, following the subject of this article, are priceless.

Saturday, April 16, 2011

Stimulating Stories

Seeking stimulation is a core part of being Human.

We evolved on the plains of Africa, as prey. Our distant ancestors were ever alert for danger.

People like stories; they get stimulation from good stories.

(I wonder if anyone has done scientific research trying to link teen's love of horror movies with those ancient genes from back when were the prey and not the alpha predator.)

But stimulation usually doesn't come from the new. Indeed, re-stimulating the existing can be very effective. Our memories depend on it to "lock" in our experiences -- whether it's repeated like a teacher drilling on the ABCs, or our dreams replaying the events. Stimulation from repeating past experience is easy stimulation. New things are complex to understand; we like stimulation, we don't like anxiety; it takes time to understand and overcome anxiety over the different. Repeating a past stimulation is a mental version of comfort food.

It doesn't have to be a story -- alcohol or potato chips or any of a myriad of other objects or actions can provide that repetitive stimulation.

And here's a problem -- the stories that resonate best with some people irritate others. Listen to Rush Limbaugh; he provides a narrative and regular reinforcement. It's stimulating. Others who haven't bought into his right-wing narrative may instead find enjoyment in a left-wing narrative they've bought into. It's not about right or wrong; it's about the storyline they've come to enjoy and how they get regular hits of stimulation again from it. Then there's the love-to-hate crowd; they're getting stimulation not from a positive emotional response but from a negative emotional response to Limbaugh.

The resonate story is one that stimulates; and good leadership involves the ability to constantly stimulate your followers -- make them keep looking towards you, knowing they'll get a bit of that stimulation people are constantly craving.

Sunday, March 13, 2011

Google Analysis of Managers

Got sucked in by winter, hopefully I can get back on track with new posts here!

The New York Times this week had a fascinating article on Google using their analysis skills focused on trying to figure out what worked and didn't work for their managers -- and using the feedback to "tune up" their poorer managers.

Many organizations may not have the resources of Google, but this approach is fascinating to me if for no other reason but the intensive and effective focus on what actually works and how do you get there:

“The starting point was that our best managers have teams that perform better, are retained better, are happier — they do everything better,” Mr. Bock says. “So the biggest controllable factor that we could see was the quality of the manager, and how they sort of made things happen. The question we then asked was: What if every manager was that good? And then you start saying: Well, what makes them that good? And how do you do it?”

In Project Oxygen, the statisticians gathered more than 10,000 observations about managers — across more than 100 variables, from various performance reviews, feedback surveys and other reports. Then they spent time coding the comments in order to look for patterns.

Once they had some working theories, they figured out a system for interviewing managers to gather more data, and to look for evidence that supported their notions. The final step was to code and synthesize all those results — more than 400 pages of interview notes — and then they spent much of last year rolling out the results to employees and incorporating them into various training programs.

The process of reading and coding all the information was time-consuming. This was one area where computers couldn’t help, says Michelle Donovan, a manager of people analytics who was involved in the study.

“People say there’s software that can help you do that,” she says. “It’s been our experience that you just have to get in there and read it.”

GIVEN the familiar feel of the list of eight qualities, the project might have seemed like an exercise in reinventing the wheel. But Google generally prefers, for better or worse, to build its own wheels.

“We want to understand what works at Google rather than what worked in any other organization,” says Prasad Setty, Google’s vice president for people analytics and compensation.

Once Google had its list, the company started teaching it in training programs, as well as in coaching and performance review sessions with individual employees. It paid off quickly.

“We were able to have a statistically significant improvement in manager quality for 75 percent of our worst-performing managers,” Mr. Bock says.

He tells the story of one manager whose employees seemed to despise him. He was driving them too hard. They found him bossy, arrogant, political, secretive. They wanted to quit his team.

“He’s brilliant, but he did everything wrong when it came to leading a team,” Mr. Bock recalls.

Because of that heavy hand, this manager was denied a promotion he wanted, and was told that his style was the reason. But Google gave him one-on-one coaching — the company has coaches on staff, rather than hiring from the outside. Six months later, team members were grudgingly acknowledging in surveys that the manager had improved.

“And a year later, it’s actually quite a bit better,” Mr. Bock says. “It’s still not great. He’s nowhere near one of our best managers, but he’s not our worst anymore. And he got promoted.”

Tuesday, December 7, 2010

Another nice, efficient speech

Efficient:

Yesterday, December 7th, 1941 -- a date which will live in infamy -- the United States of America was suddenly and deliberately attacked by naval and air forces of the Empire of Japan.

The United States was at peace with that nation and, at the solicitation of Japan, was still in conversation with its government and its emperor looking toward the maintenance of peace in the Pacific.

Indeed, one hour after Japanese air squadrons had commenced bombing in the American island of Oahu, the Japanese ambassador to the United States and his colleague delivered to our Secretary of State a formal reply to a recent American message. And while this reply stated that it seemed useless to continue the existing diplomatic negotiations, it contained no threat or hint of war or of armed attack.

It will be recorded that the distance of Hawaii from Japan makes it obvious that the attack was deliberately planned many days or even weeks ago. During the intervening time, the Japanese government has deliberately sought to deceive the United States by false statements and expressions of hope for continued peace.

The attack yesterday on the Hawaiian islands has caused severe damage to American naval and military forces. I regret to tell you that very many American lives have been lost. In addition, American ships have been reported torpedoed on the high seas between San Francisco and Honolulu.

Yesterday, the Japanese government also launched an attack against Malaya.

Last night, Japanese forces attacked Hong Kong.

Last night, Japanese forces attacked Guam.

Last night, Japanese forces attacked the Philippine Islands.

Last night, the Japanese attacked Wake Island.

And this morning, the Japanese attacked Midway Island.

Japan has, therefore, undertaken a surprise offensive extending throughout the Pacific area. The facts of yesterday and today speak for themselves. The people of the United States have already formed their opinions and well understand the implications to the very life and safety of our nation.As commander in chief of the Army and Navy, I have directed that all measures be taken for our defense. But always will our whole nation remember the character of the onslaught against us.

No matter how long it may take us to overcome this premeditated invasion, the American people in their righteous might will win through to absolute victory.

I believe that I interpret the will of the Congress and of the people when I assert that we will not only defend ourselves to the uttermost, but will make it very certain that this form of treachery shall never again endanger us.

Hostilities exist. There is no blinking at the fact that our people, our territory, and our interests are in grave danger.

With confidence in our armed forces, with the unbounding determination of our people, we will gain the inevitable triumph -- so help us God.

I ask that the Congress declare that since the unprovoked and dastardly attack by Japan on Sunday, December 7th, 1941, a state of war has existed between the United States and the Japanese empire.

Another nice, efficient speech

Efficient:

Yesterday, December 7th, 1941 -- a date which will live in infamy -- the United States of America was suddenly and deliberately attacked by naval and air forces of the Empire of Japan.

The United States was at peace with that nation and, at the solicitation of Japan, was still in conversation with its government and its emperor looking toward the maintenance of peace in the Pacific.

Indeed, one hour after Japanese air squadrons had commenced bombing in the American island of Oahu, the Japanese ambassador to the United States and his colleague delivered to our Secretary of State a formal reply to a recent American message. And while this reply stated that it seemed useless to continue the existing diplomatic negotiations, it contained no threat or hint of war or of armed attack.

It will be recorded that the distance of Hawaii from Japan makes it obvious that the attack was deliberately planned many days or even weeks ago. During the intervening time, the Japanese government has deliberately sought to deceive the United States by false statements and expressions of hope for continued peace.

The attack yesterday on the Hawaiian islands has caused severe damage to American naval and military forces. I regret to tell you that very many American lives have been lost. In addition, American ships have been reported torpedoed on the high seas between San Francisco and Honolulu.

Yesterday, the Japanese government also launched an attack against Malaya.

Last night, Japanese forces attacked Hong Kong.

Last night, Japanese forces attacked Guam.

Last night, Japanese forces attacked the Philippine Islands.

Last night, the Japanese attacked Wake Island.

And this morning, the Japanese attacked Midway Island.

Japan has, therefore, undertaken a surprise offensive extending throughout the Pacific area. The facts of yesterday and today speak for themselves. The people of the United States have already formed their opinions and well understand the implications to the very life and safety of our nation.As commander in chief of the Army and Navy, I have directed that all measures be taken for our defense. But always will our whole nation remember the character of the onslaught against us.

No matter how long it may take us to overcome this premeditated invasion, the American people in their righteous might will win through to absolute victory.

I believe that I interpret the will of the Congress and of the people when I assert that we will not only defend ourselves to the uttermost, but will make it very certain that this form of treachery shall never again endanger us.

Hostilities exist. There is no blinking at the fact that our people, our territory, and our interests are in grave danger.

With confidence in our armed forces, with the unbounding determination of our people, we will gain the inevitable triumph -- so help us God.

I ask that the Congress declare that since the unprovoked and dastardly attack by Japan on Sunday, December 7th, 1941, a state of war has existed between the United States and the Japanese empire.

Tuesday, November 23, 2010

Mark Templeton

Mark Templeton (Citrix) credits his trajectory from mid-level manager to CEO solely to his personal investment in communication. Once a manager focused on tactics, he evolved into a leader by becoming a student of communications and learning how to instill vision.

Nancy Duarte, Slide:ology

Thursday, November 18, 2010

All happy families

Happy families are all alike; every unhappy family is unhappy in its own way.

Does Leo Tolstoy's opening line to Anna Karenina also hold true for projects -- are all projects that just progress smoothly from the start alike, but each that fails or at least becomes a long slog to finish do so in unique ways?

Does this extend to organizations as well?

That question formed in my mind while in a meeting today. While I didn't come to any conclusion after pondering it for a while, I did decide it's an important question to ask.