March 27, 2016

Decisive

How to make better decisions

Decisive - Chip & Dan Heath

A remarkable aspect of your mental life is that you are rarely stumped - Daniel Kahneman

The normal state of your mind is that you have intuitive feelings and opinions about almost everything that comes your way. You like or dislike people long before you know much about them; you trust or distrust strangers without knowing why; you feel that an enterprise is bound to succeed without analysing it. - DK - Thinking, Fast and Slow

The Four Villains of Decision Making

Any time in life you're tempted to think,'Should I do this OR that?' instead, ask yourself, 'Is there a way I can do this AND that?'

Narrow framing - (unduly limiting the options we consider) the tendency to define our choice too narrowly, to see them in binary terms.

Confirmation bias - (seeking out information that bolsters our beliefs) Our normal habit in life is to develop a quick belief about a situation and then seek out information that bolsters our belief.

The tricky thing about the confirmation bias is that it can look very scientific. After all, we're collecting data.

And this is what's slightly terrifying  about the confirmation bias: When we want something to be true, we will spotlight the things that support it, and then, when we draw conclusions from those spotlighted scenes, we'll congratulate ourselves on a reasoned decision.

Short term emotions - (being swayed by emotions that will fade) When we've got a difficult decision to make, our feelings churn. We replay the same argument in our head. We agonize about our circumstance. We have kicked up so much dust that we can't see the way forward. In those moments, what we need most is perspective.

Overconfidence - (having too much faith in our predictions) People think they know more than they do about how the future will unfold. The future has an uncanny ability to surprise. We can't shine a spotlight on areas when we don't know they exist.

Vanishing Options Test: You can't choose any of the current options you're considering. What else could you do?

What if our least favourite option were actually the best one? What data might convince us of that?

Multitrack (Consider more than one option simultaneously)
Toggle between the prevention and promotion midnsets

  • Prevention focus = avoiding negative outcomes.
  •  Promotion focus = pursuing positive outcomes

Find someone who's solved your problem
When you need more options but feel stuck look for someone who's solved your problem
Look outside: completive analysis, benchmarking, best practices
Look inside: Find your bright spots'

Consider the opposite
To gather more trustworthy information, we can ask discomforting questions
Can we force ourselves to consider the opposite of our instincts?

Zoom in Zoom out
When we zoom out, we take the outside view, learning from the experiences of others who have made choices like the one we're facing. When we zoom in, we take a close-up of the situation, looking for "color" that could inform our decision.

Zooming out and zooming in gives us a more realistic perspective on our choices. We down play the overly optimistic picture we tend to paint inside our minds and instead redirect our attention to the outside world, , viewing it in wide-angle and then in close-up.

Often we trust "the averages" over our instincts but not as much as we should.

The inside view = our evaluation of our specific situation. The outside view = how generally things unfold in situation like ours. The outside view is more accurate, but most people gravitate towards the inside view.

If you can't find the "base rate" for your decision, ask an expert

Ooch
Ooching = running small experiments to test our theories. Rather than jumping in headfirst, we dip a toe in
Ooching is counter productive for situations that require commitment

Overcoming Short-Term Emotion
Fleeting emotions tempt us to make decisions that are bad in the long term

10/10/10 provides distance by forcing us to consider future emotions as mush as present ones.
  • How will we feel about it 10 minutes from now?
  • How about 10 months from now?
  • How about 10 years from now?
Perhaps the most powerful question for resolving personal decisions is "what would I tell my best friend to do in this situation?"

Honour Your Core Priorities
Agonizing decisions are often are sign of a conflict among your core priorities.
Core priorities: long-term emonional values, goals, aspirations. What kind of person do you want to be?

By identifying and enshrining your core priorities, you make it easier to resolve present and future dilemmas

Bookend the Future
The future is not a "point" - a single scenario that we must predict. It is a range. We should bookend the future. considering a range of outcomes from very bad to very good.

  • Lower bookend - we need to premortem. It's a year from now. Our decision has failed utterly. Why?
  • Upper bookend - we need to preparade. It's a year from now. We're heroes. Will we be ready for success?
To prepare for what can't be foreseen, we can use a "safety factor"

Set a tripwire

Tripwire ensures that we are aware it's time to make a decision, that we don't miss our chance to choose we've been lulled into autopilot.

Tripwires encourage risk taking by letting us carve out a "safe space" for experimentation

Tripwires allow us the certainty of committing to a course of action, even a risky one, while minimizing the costs of overconfidence.

In life, we naturally slip into autopilot, leaving past decisions unquestioned. A tripwire can snap us awake and make us realize we have a choice. Tripwire can be especially useful when change is gradual.


March 07, 2016

Social Media Activism, Shannon and the 4 Villains

Social media can be used to accumulate and amplify our beliefs and preferences. Our interests, associations and interactions in the virtual world can shapes our world view. 

Some have appropriated this platform for activism - to present an argument, prove a point and further their cause. They carry their personal biases into the virtual world. Content (words,links, images, videos) that resonates with, strengthens and vindicate their viewpoint is widely circulated.Often they feed off people who hold similar views or defend against opponents of their cause. 

We face a constant onslaught of misinformation promulgated by fixated individuals. We inadvertently add noise to the system acting on our natural impulses. There is a need to develop a method that will filter out these distortions. 

Communications theory can be used as an approximate model to describe the issue .The fundamental problem of communication is that of reproducing at one point either exactly or approximately a message selected at another point. The terms used in communication theory (noise, information, capacity, channel and bandwidth) can't be referred in exact context in social media parlance but it presents an interesting parallel.

Shannon [1] was concerned with transmitting messages through a channel even in the presence of noise.
  • Noise and distortion may be differentiated on the basis that distortion is a fixed operation applied to the signal, while noise involves statistical and unpredictable perturbations 
  • Distortion can, in principle, be corrected by applying the inverse operation, while a perturbation due to noise cannot always be removed, since the signal does not always undergo the same change during transmission 
  • If the noise is increased over the value for which the system was designed, the frequency of errors increases very rapidly 
In recent times the tone, tenor and quality of the social activist discourse leaves much to be desired. How do we stop being another noise source and contribute to clarity of the message? On which criteria we should act or deliberately choose not to react. The Four Villains of decision Making [2] presents a strategy (WRAP) to counteract our natural tendencies and arrive at better choices.
  1. Narrow Framing - Narrow framing means that you are not considering all the alternatives available to you and defining your choices too narrowly. 
    • Does the argument or position covers a narrow cross-section or presents it in binary terms.
    • Does it not even consider options that may be better? 
    • Is there a tendency to put a spotlight on specific aspect while neglecting positions that do not support the argument or are contrary? 
    • Action: Widen Your Opinions
  2. Confirmation bias - Confirmation bias means that when you want or believe an idea to be true, you pay more attention to the information that supports that belief. People naturally tend to select information that supports their pre-existing attitudes, beliefs and actions.
    • Does the viewpoint feed to our confirmation bias? 
    • Action: Reality Test Your Assumptions
  3. Short term emotion - Short-term emotion clouds thinking. When you are emotional about a decision, you might replay arguments over and over until you can’t think straight, even though the facts have not changed. 
    • Does the argument only panders to your emotions or asks you to take immediate action on some issue without proper consideration 
    • Action: Attain Distance Before Deciding
  4. Overconfidence. Overconfidence is believing that we know what the future holds. Being overconfident leads to not considering alternatives or what might happen if your choice doesn't work out well. 
    • Are the views projecting any foregone conclusions for a future event? 
    • Action: Prepare to Be Wrong
Social media can be used to seek information, test hypothesis and  broaden our outlook. Activists tend to have a rigid opinion, seek supporting arguments, have high emotional stake and unwavering allegiance to their cause. They intentionally or unintentionally contribute towards higher noise  and loss of communication fidelity. Take a pause and reflect before spreading content that should not be amplified.

I end by quoting Robertson Davies "Be sure you choose what you believe and know why you believe it, because if you don’t choose your beliefs, you may be certain that some belief, and probably not a very credible one, will choose you."