Survivorship Bias!!!

 Hello Fellas  !!!

A great man once said...

"Success becomes mandatory to those,

who are prepared to live the kindest choice, 

 rather than just trying to be profitable all the time ...!!! "

 

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Here is one of the most crucial and rarely discussed topics ever in cognitive psychology which plays an important role in decision making. Remember in the earlier post I said good things coming this year well this is definitely one of them that will better your life.

 

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Today's episodes hold important for those who are lost in deciding their path in careers or are just starting in deciding one. Well, take a pause and read this fellas it might help you in deciding better.


So, Fellas wasting no time further let's get started...


Psychology Behind survivorship bias...




Survivorship Bias is a logical fallacy in which we make a conclusion based on a small sample of a group rather than considering the whole picture of the story. It happens when we consider only survivors of any group and ignore the rest that also gone through the same phase but failed. This makes a person overly optimistic about the world and distorts our understanding of the realities. Shortly, we are only been shown the one side of the coin which is likely to create huge problems for us. 

What is Survivorship Bias...


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All of us might have heard tons of stories of successful people but have you ever heard of stories of failures and losers? No, never, because they do not look fascinating at all. Examples of Bill Gates and Mark Zuckerberg fascinate so many students that they also become dropouts thinking that they will also one day beat the odds and become billionaires like them. Here, those students are looking only at the bright side of the picture and are neglecting thousands of other people like Bill Gates leaving the university but failing to achieve success. 

Survivorship bias risk is a chance of an investor to make an unwise decision of investment while just seeing the data of successful funds, rather than all funds. And then certainly, such types of decisions lead to failure instead of success. It involves judging a situation only based on people or things that are prominent or visible.

Now, Let's look at some of the scenarios where survivorship bias played a role. Well, until now I hope the one reading these should be clear with the dilemmas if they are faced by survivorship bias or not but if not these following case studies might help one in breaking the loop so far,

Examples Focusing Survivorship Bias...

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1.The Bullet-Hole Misconception:
The Famous bullet-hole misconception originates during World War II, America’s SRG (The Statistical Research Group) was tasked to examine the combat Aircraft. They were asked to examine the damage done to the Aircrafts and recommend the military to put armor to those places to curb the risk of future damage. After the proper observation, statistician Abraham Wald suggested putting the armor to the places where the least damage was done. This conclusion is an excellent example of Survivorship Bias as Abraham Wald observed that Aircraft which were hit at no-damage area never returned to the base camp and were most likely to be shot down by the enemy. And hence suggested the armor should be put around the engine area and the areas that had the least bullets as they marked to be the most crucial or sensitive parts of the aircraft.

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This shows that if the only Aircraft that returned to the base camp would have been considered ignoring other non-surviving aircraft that could have distorted the results an epic example of survivorship bias.  

2.Survivorship Bias in Business:
Survivorship Bias also happens in Business as we tend to exclude the failures of Tens of thousands of companies but only talk about a small bunch of companies that got unparalleled success. This is also the same kind of cognitive error that is done in business. It distorts the statistics and pushes us to believe in false and unreal figures. Most of the entrepreneurs are from very privileged family and their probability to fail in Business is very low as they get suggestions from very experienced entrepreneurs and friends. Even when they incur losses in business, it does not affect their flow of business and they continue to run the business instead of losses. On the other hand, some people leave the business due to a lack of support from friends, family members, and society.
    
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In my personal experience and opinion, I partially agree with this scenario yeah means there are a lot of examples where the folks coming from a privileged background had always failed less often because they got all the resources but there also exist a moderate number of folks in my connection who choose to follow their entrepreneurial guts or I can say people who called 'Sankis' .antogonist is the word who went again the odds to create something they believe in one such people I know are the founders of Gig India Sahil Sharma and Aditya Shirole a startup where I interned in my engineering days. 

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And today they have been on fire. I mean yes they are backed by the investors but they are also the ones who have been creating impact at a steady pace. And also their this phase today came after a lot of slow growth time and initial struggles these folks went through and of course the credit goes not just to the investors but to these people and also the team who stood with them and their families who believed in there mission. 

3.Survivorship Bias in Finance.

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In finance, the prime example for Survivorship Bias is researched on Mutual fund returns in which only successful Mutual funds are considered and the research that does not include data for the funds that no longer exist. Failing funds could have been closed or merged in some other funds due to low profitability or any other reason. Unfortunately, due to only considering the survived funds, the research has many flaws and it can have disastrous effects on the Decision Making of individuals which in turn makes it fall under an epic list of survivorship bias.

4.Survivorship Bias in Goods and Architecture.

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We all hear people saying that the cars made in the 1960s are better than today’s cars. This has made us believe that those cars were more reliable than todays’. This is one of the best examples of Survivorship Bias. We do not see the hundreds and thousands of cars that were simply forgotten. Here, you are highlighting the cars that survived for a much longer time and excluding those which did not survive. We simply see what is visible to them not that which is hidden or factual is. As after seeing some ancient places in the world, people say that, “Building built in past are well built”, but here they are also doing the same mistake. They may be true about that particular building as those buildings could be the best built and maintained at that time. However, what about those buildings which were made but have been torn down. Here again, we are making the same logical error as we are not looking at all the buildings that were built at that time but we are looking at a selective subset of the building built in history. 




Well, these all go to the understanding and analysis of the survivorship bias. Now, what about overcoming survivorship bias. 

Let's Explore that...

How to avoid Survivorship Bias...
In our real world, we incur Survivorship Bias now and then which makes our life a blurred picture. We should try to avoid this kind of logical error by looking closely at the facts and figures. We should make sure that the data used in making any sort of conclusion is factual and complete. The data sources must be valid and reliable which can provide a complete set of information in a very simple and understandable way. 



Many people ask “What is the opposite of Survivorship Bias”, the answer is Reverse Survivorship Bias. This is the situation in which losers are the survivors while the toppers or winners quit. Here the most infamous and unpopular members remain but the strong member's exit. 


Reverse Survivorship Bias is applied to a variety of fields like from simple housing markets to stock markets and even the behaviors and skills of managers and investors. For example, when we consider the poor performance of mutual fund managers, we may see the skill or luck of the manager. 

Reverse Survivorship Bias can be used to assess the skills of individual investors, Pension fund managers as well as Hedge fund managers. One more example of examining the Reverse Survivorship Bias is considering the Russell 2000 index which measures the performance of 2000 small companies included in the Russell 3000 index. Here the winner stocks leave the index when they become too big and successful while only the loser stocks survive and are present in the small-cap index. 

Final Thoughts...


Well, if someone asked me do I believe in this concept or the philosophy of survivorship bias then my answer to them will be, 
"if someone somewhere somehow could have ever introduced me to this concept early in my life where I could have used these also as the phenomenon to be a factor in the decision-making process and if it lets me avoid some choices then surely I might have been highly grateful and thankful to that person in my life"...But as it seems that life is a journey where you have to be responsible for your own returns, then survivorship bias doesn't make a major dent. Because the ones who are ready to fall and learn, become stronger and support the ones who support them. The choices they make will be right only.

If you made it till the end here is something special for you...


That's all For today's episode see you in the next one...


It's Mr.Rock Signing off!!!

Shukran, Alvida, Basalamat...Take Care all you lovely friends except those who are vaccinated...!!!💙💚💜

Nooruddin

Connecting Science With Spirituality!!! Follow along to discover the nonstop expedition of my journey!!!

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