Sunday, 20 of May of 2012

Category » Assumptions

Vanity Sizing: Fashion & Beyond

How we position things greatly influences the outcome. In the April 7, 2012 edition of The Economist the article, “Dressing Up,” uncovers that women’s sizes have inflated by four sizes since the 1970’s. Unlike men’s sizing which is based on inches, women’s sizing is purely arbitrary and often varies by brand. Thus, depending on the size, a pair of women’s pants might have increased as much as four inches at the waist and three inches at the hips since then.

The generally accepted assumption for allowing this size inflation is that if consumers feel good about themselves they are likely to buy, thus why the fashion industry calls it “vanity sizing.” However, even though it seems like a topic to take lightly or with which to have fun, vanity sizing plays in all aspects of statistics. That is why it’s important to challenge definitions and assumptions in order to understand and solve problems.

For instance, the article “Botox and Beancounting” of the The Economist’s April 27, 2011 edition, discusses how official U.S. economic statistics might be overinflating its performance relative to Western European economies. Ironically, the article’s title makes an appropriate analogy to vanity sizing.

U.S. unemployment figures present another excellent example. They not only conflict with one another on occasions but they are difficult to figure. Additionally, their accounting changed in the 1980′s, making them appear lower than before.

Thus, while it’s commonly said that “numbers don’t lie,” that’s true; however, an ignoramus isn’t lying either if he believes his own ignorance. If we’re ignorant to numbers’ origination, we are more likely to accept them if they tell us our glass is half full rather than half empty, thus reinforcing our own perceptions . . . also known as “vanity believing.”

 


How Much Does a Kilogram Weigh?

House of Arbitrariness & Conditionality

We often view measurements as unchangeable. A meter is a meter, a pound a pound. We often forget that at some time someone somewhere declared what those were and that they would be a standard. The point is this: arbitrariness underlies almost all objective standards by which we live.

For example, in the January 29, 2011 edition of The Economist, the article, “The Constant Gardeners”, explores the kilogram. The official standard is a platinum-iridium alloy cast in 1879. However, today, its weight seems to vary from its copies by up to 69 micrograms, about half a grain of sand, an important variance when weighing small things. So, the question is this: How heavy is a kilogram . . . really?

The relevancy to problem solving is similar to that which I wrote in my post, “Arbitrariness: The Cornerstone of Conditions”:

By searching for the underlying arbitrary aspect of any apparently objective situation, we can often find the perspective – when altered – that can cause us to see that situation in a different light.

For example, when someone asks us, “What’s the best way to get from A to B?” we often give the fastest route. The assumption being that the “best way” is “fastest” when “best” could have many different attributes. Over time, the best-fastest link becomes the arbitrary point – when altered – that sheds a different light on what route might be best such as the most scenic one or the most fuel-efficient.

As a more sophisticated example, consider our reliance upon “proven outcomes.” What does that mean especially when you cannot scientifically prove that good leadership begets good results? Thus, when we look at what it took to be proven, we often find that it’s subjective based upon who is determining what “good leadership” and “good results” are.

 


Problem-solving Technique: Integrated Assumption

Even though writing down the problem can help us solve it, it’s also a form of defining the problem. Thus, we will tend to define problems according to a nomenclature that we typically use. Since problems don’t care how we define them, our problem-solving approach problem will tend to be clunky and segregated rather than smooth and integrated.

For example, below is a schematic. On the left is a typical functional perspective of business. On the right how a problem has no regard for those functional boundaries.

 

Problems don’t care how we interpret our businesses

While obvious, we easily forget. For instance, if we define a problem as, “We need to generate more sales,” we will automatically tend to view it initially as a Sales & Marketing problem. In actuality though, many aspects such as pricing, delivery, servicing, management and technology could exist.

Therefore, in solving problems, it’s best that we assume the solution is an integrated rather than a segregated one. In other words, rather than ask something such as:

  • Is this part of the problem?
  • Does the problem affect this?

We should ask whether we can prove without a doubt that:

  • This isn’t a part of the problem?
  • The problem doesn’t affect this?

Thus, returning to the above example, rather than start from the premise that it’s a sales and marketing problem and then see if any other area is affected, start from the assumption it’s a business-wide, integrated problem and eliminate areas as we conclusively prove that they aren’t involved.

By assuming the problem is bigger and more integrated than we initially perceive it, we expand our field of potential solutions and success. Moreover, since we aren’t omniscient, it’s often better to assume the problem is more involved than it initially seems.

 


Regression Analysis: Visualizing Intuition

People often have unrealistic expectations for intuition, sometimes thinking it’s a crystal ball, magic lamp or answer giver. This usually stems from trying to see it as we do cognition. However, if cognition is a map, intuition is our compass. If cognition is our street address, then intuition is our city, state or nation.

Of course, visualizations help to differentiate between cognition and intuition. I use the schematic below that way. Cognition represents logic and reason, easily connecting each point because one naturally follows the other. One thought connects the next.

Intuition on the other hand is like trying to find the best line to represent a group of observations. It doesn’t connect them as easily and new points don’t always fall on or near the line; however, taken as a group, our observations form a pattern giving a sense of direction to them. Thus, intuition narrows our possibilities. More significantly, we don’t need many observations to get this directional sense.

For example, we can predict tendencies of people simply by looking at what they buy. In some cases, if we know their favorite car, beverage, hobby, store and book, we can make predictions about their favorite restaurant. Political campaigns take such consumer information and make accurate predictions about what candidates and issues potential voters might prefer. We can form psychological profiles of people from consumer – and other – activities, similar to what we see on crime shows when tracking criminals.

While these examples are very conscious, we unconsciously pick up patterns too. These are translated into feelings, emotions and finally intuitions. That is why it’s important to listen to how we feel. It might be our intuition giving us some direction, giving us a north. In this sense, intuition can be our guiding star.

 

Related link: My Intuition White Paper (3 pages)

 


Technique: Power of Names in Emails

People’s names are extremely powerful. Every day, opportunities to use names present themselves, but we don’t seize them. Names in emails, even the shortest ones, allow us to personify them, giving them personality. Just as people find pictures and news articles about people more interesting, the same holds true for emails.

For example, rather than send an email like this:

Can you meet me today at noon?

We can personify it this way:

Joan,

Can you meet me today at noon?

Linda

Thus, a generic email from by anybody to anybody becomes personal. Moreover, rather than use a formal address and closing, we can alter it by writing:

  • Joan, can you meet me today at noon? ~Linda
  • Can you meet me today at noon, Joan? ~Linda
  • Can you, Joan, meet me today at noon? ~Linda

In these examples, we used the person’s name in the beginning, end and middle of the question. We can employ the same strategy longer emails:

I’m thinking about going out for lunch today. Can you meet me today, Joan, if I do? It would be great to see you.

Linda

We can also use their names more than once by combining the techniques above:

Joan,

I’m thinking about going out for lunch today. Can you meet me today, if I do? It would be great to see you.

I want to share a project I’m working. Joan, I really feel you might be able to help. If so, I’d like to introduce you to my manager.

Please let me know,

Linda

People aren’t light switches, so we can’t expect this to work instantaneously. Nevertheless, if we employ regularly and integrate with other techniques, we will accelerate better relationships and responses to requests over the long run.

 


Problem Solving Technique: Alter Process

In the November 2010 issue of the Harvard Business Review Jeff Weiss, Aram Donigian, Jonathan Huges discuss in their article “Extreme Negotiations” the importance of affecting process not just outcomes in negotiations. The same holds true in problem solving since negotiations are only problems of bringing two sides to agreement. Thus, you can get different solutions by changing your problem-solving process.

In one simple situation, Manager A took the initiative of drafting a plan for review. Manager B did not like it. Thus, they decided to collaborate on the next rendition. As another example, two hiring managers couldn’t agree on a candidate, so they changed the process by requiring the candidate to write a business plan for his hire.

Here are some techniques I use to alter the problem-solving process. I change the:

  • Process by having another person or group create it
  • Point at which people work independently and then come together
  • Definition of the problem to include more lower-tier variables
  • Makeup of the people or teams involved in the process
  • Documentation required even to the point of using different forms and templates
  • Timetable of when a solution is needed
  • Any screening and filtering steps to allow more or fewer options
  • Stakeholders involved in the process usually by adding new ones
  • Objective of the process such as focusing on options not the solution
  • Facilitator of the process
  • Location of any meetings such as from office to offsite
  • Forum for any meetings such as in person versus video conferences
  • Initial parameters of what constitutes a viable option for processing

Of course, each problem-solving situation presents its own additional aspects that could effect change in process. So, if you’re not getting the solutions you want, change the process.

 


Cooperation vs. Self-interest (Pt 2): Context – The Great Influencer

As we saw with pigeonholing and tasting food, context influences us greatly. This extends to people’s inclinations to collaborate. In support of this, the July-August 2011 issue of the Harvard Business Review has Yochai Benkler’s citing in his article “The Unselfish Gene” the work of Lee Ross from Stanford University. He found people being more inclined to collaborate if the context of the effort promotes it.

That’s why leadership that manages, operates and communicates with the implied assumption that employees are essentially motivated by “What’s in it for me” will tend to foster a less collaborative culture than leadership doing the same against a backdrop of collaboration. From an everyday perspective, this means the culture that heavily relies upon extrinsic rewards such as money, awards and perks for individual performances will tend to be less collaborative than the one relying upon intrinsic rewards such as the enjoyment of working with and helping others. Mastering morale builders that don’t cost a cent go a long way in helping here.

This doesn’t mean we eliminate monetary rewards for individuals, but it does mean we focus more on the culture we are promoting in our businesses; culture is context. However, the promotion of that culture must be real. If employees sense a divorce between words and actuality, then the context for collaboration falls, thus causing most employees to resort to self-interested behavior.

Using intrinsic rewards to buttress a collaborative context is involved. In addition to mastering morale builders, it means mastering compliments. Understanding and appreciating the different kinds will help us see how intrinsic rewards differ from extrinsic ones. It’s only by mastering these on an interpersonal level will we be able to extend it throughout our companies and organizations.

 

Other posts in this series:

 


Who’s the Better Problem Solver?

Person A has solved a hundred problems while Person B has only solved five. Who’s the better problem solver? The answer is B, but the question is, “Why?”

Initially, people often say that Person B’s problems were tougher. However, I tell them that Person A also solved all of Person B’s problems in A’s hundred problems. Some say that B did a better or faster job. I tell them there was no difference in the solutions. Occasionally, someone gives this answer: B solved the problems on his own while someone taught A how to solve his.

I once told a friend that I thought someone was smart because of an idea she had. He asked me whether she had read it somewhere. I didn’t know the answer, but it eventually led me to create this puzzle about problem-solving capabilities. Yes, there are many correct answers; however, the one I seek is rarely given.

Consider any brainteaser. It’s more impressive if people hadn’t seen it before than if others had already shown them the solution. Yet, in everyday life, we don’t really care because as long as someone can give us good advice, we don’t question whether she learned it from someone else or discovered it on her own.

In fact, we tend to feel more comfortable with those who can show training and education rather than those who arrive at good solutions without them. Yet, it’s the latter group that has the talent to solve novel situations; the former can only learn from experience, theirs or others.

So, next time someone gives you advice, ask him how he derived it. After all, my math teachers always wanted me to see my work, not just the answer.

 


People Easily Make False Confessions

When we approach problems too logically and reasonably, we tend to place too much faith in the dominance of consciousness and to discount subjective influences that vary by person. For example, the Innocence Project, by using DNA evidence, has helped to exonerate 271 people wrongly convicted of crimes, but almost a quarter of these people had confessed or pleaded guilty. Why would people give false confessions?

What research shows is that we can easily extract false confessions from others especially when using certain interrogation techniques. The article, “Silence is Golden”, in the August 13, 2011 issue of The Economist mentions two such research projects. The journal, Law and Human Behavior, published one by Saul Kassin and Jennifer Perillo of the John Jay College of Criminal Justice in New York while the other is the work of Robert Horselenberg and colleagues at Maastricht University.

Since we tend to believe in free will and the dominance of consciousness, we consider confessions fairly damning because no one in her “right mind” would give false ones. Therefore, interrogations assume false confessions aren’t possible. Yet, people give them for many reasons including:

  • Avoiding unpleasant interrogations
  • Accepting that they might have accidentally committed a wrong
  • Believing that
    -   Investigative process will show innocence
    -   Authorities and experts know better
    -   Objective truth and justice exist and will surface
    -   Technologically collected evidence is faultless

Many times our business processes assume people behave with a “right mind.” Yet, as this example shows, by questioning this assumption in our processes, interrogations in this case, we automatically call into question the outcomes derived from those processes, here confessions.

Thus, our processes need to account for more subjective, subconscious and intuitive factors or risk disconnection from reality and erroneous analyses.

 


Rude More Powerful than Respected

People often marvel that more managers don’t use inexpensive morale builders. Of course, many of the same also wonder, “How did that person become a manager in the first place?” It’s that we tend to feel negative power is more powerful than positive power is; thus, we will tend to feel the former would be a more powerful leader.

An article in the July-August 2011 issue of Harvard Business Review titled, “Why Fair Bosses Fall Behind” by  Batia M. WiesenfeldNaomi B. RothmanSara L. Wheeler-Smith, and Adam D. Galinsky provides research supporting this. In terms of powerfulness, they found that rude managers consistently scored higher than respectful managers did.

To illustrate this, I sometimes ask: Which dog would you prefer as a pet, a collie or a pit bull? Frequently, people select the collie. I then ask: If you lived in a high-murder neighborhood, which would you choose? People frequently switch to the pit bull. While the workplace isn’t that dangerous, evolution and the days of uncivilized life long ago still affect us. Then, we required leaders unencumbered by sensitivities to protect us. It’s why some of the world’s most ruthless, modern dictators (i.e. Stalin) are still admired today by significant portions of their native populations.

In everyday business life, we often experience this bias when people disqualify others as leaders because they “aren’t tough enough.” Negative power is very overt, easy to see. Contrast this to the positive, subtle power inherent in the inexpensive morale builders. That’s why we often see Darth Vader as a very powerful Star Wars figure even though he was the slave of the Emperor.

Thus, when we promote the rude, the Dark Side has successfully seduced us by triggering our insecurities and fears.