1. RAM vs. Bounded Rationality
This week's assignment required us to find a news item involving a firm and try to explain the actors' behaviour given the rational model or bounded rationality.
I browsed through some news items, and below you'll find a link to the Google story that caught my attention, please read!
I browsed through some news items, and below you'll find a link to the Google story that caught my attention, please read!
Google
operations have been signaled for showing bias in their recruitment process
with over 70% of their work force being male.
Since
this realization Google has taken the task to remediate this lack of gender
diversity and has acted to eradicate conscious and unconscious bias conducts
within the company.
One way
to explain decision making of organizations is through the rational actor model
(RAM).
With RAM,
preferences are defined over outcomes and decision makers maximize their net
benefits by choosing the alternative that yields the highest level of benefits.
Based on this,
Google has the task to recruit the best and brightest of their fields,
specially engineering and technology.
Since statistically
there are more male Engineering students in the university, surely they
received more applications from men, interviewed more men than women, their
selection process filtered the best candidates (both male and female) and just
by probability, women were outnumbered, but Google accomplished their task of
hiring the best and most talented young professionals, sex is not an issue in
the RAM decision making, but a coincidence derived from probability.
They
needed the best candidates; they filtered applications, went over their
abilities, interviewed them, and with the available information, hired the most
qualified people, people that would be the most useful to the company.
It
is the rational explanation for their behavior, rationally gender would not be
a factor to consider in order to hire qualified team members, male majority is
just a coincidence.
Now,
Google is confronted with a problem. They have not been inclusive enough, their
work force is predominantly male and that is not giving a good public image.
Again,
based on RAM they identify being seen as sex bias as an inconvenient for their
company, asses their options, consult the experts (in this case their RH group)
and come up with a solution that will bring consciousness to their work force
and make them actively involved in eradication of any unconscious bias.
More over, they realize diverse work groups
stimulate creativity; so rational thinking will encourage them to seek for
diversity for the good of the company.
On
the other hand, the theory of bounded rationality contemplates that
organizational decision-making is not always rational, not intentionally so,
but rationality can be limited or bounded by the cognitive experience and
emotion of human beings.
RAM
relays on the assumption that organizations are able to judge all their options
instantaneously and can make the decision most suited to the desired outcome
needing no time to adjust.
In
reality we know that people need time to adjust and learn, results will be not
immediately optimal, and it is not that organizations are not rational, but
they do not adapt easily, they are set on their ways and rationality changes as
their process of adaptation evolves.
Rational
thinking of Google’s directives might have been limited by the way of their own
experience. Being used to interact with male colleagues most of their lives
might have set a precedent that bounded their rationality when hiring
candidates to join their ranks.
They
could also have less experience with woman, girls could have rejected them when
they were teenagers and now feel uncomfortable whenever they find themselves in
a situation where they have to relate to women.
Whichever
the case, they might not even realize it, but by feeling more comfortable
interacting with men, they are taking the decision of hiring more male than
female candidates every time.
Their
intention might be to hire the most qualified candidate, but their rationality is
bounded by their experience and emotion, limiting the decision process
resulting in an unbalanced sex distribution within their work force.
Notes on improvement:
I decided to include how I would improve this blog entry on a separate note, so it is more easy to asses if I have progressed during the course of this class. The original blog was posted on 09/24/14 and today, 14/12/12, I'd like to make a few adjustments to it.
First of all, my mistake was to not clearly define a decision made by the company, I chose a news item and vaguely explained several decisions occurring around the news, which made it harder and not very clear to evaluate.
The item of Google's bias towards male employees involves several decisions taken by the company, I should concentrate on the decision of google to start lectures to identify and tackle hidden sexual bias within company employs, quoting the article "a 90-minute lecture targeted specifically at a skeptical, scientifically minded Google employee"
Based on RAM, the decision of making these lectures seems optimal for Google's directives, having consulted with their RH team, considering they have all the information necesarry from a trusted and expert source and in response to critiques from outside organisms about their disparity in work force, lectures arised as the optimal solution to identify and counterattack hidden sexual bias in the work force.
Information is deemed optimal since it comes from their expert RH team of doctorates on human behavior and acting on critics on biast practices matches the belief of google to be an inovative, friendly and rated as one of the top places to work in the world.
Appart from needing to define one decision made, my post lacked understanding and use of the concept of bounded rationallity on the organizational level. I made up some bogus scenarios in which the cognitive process of individual decision makers in google might have stood in the way, BUT I did not cover the principles of behavioral theory of organization.
To remediate that, I'll try to elavorate on how the decision made by google of implementing lectures to identify and prevent sex bias in their company, can be aligned to the principles of bounded rationality in the organizational level.
In this case, google decision makers have chosen to make the issue of gender disparity part of their agenda, this problem might have been categorized as irrelevant on previous occasions (the disparity is clear since the companies beggining), but now that it has been signaled by external parties and maybe some other triggers that are not clearely addressed by this article, this issue gains new purpose and is categorizen as a relevant stimuly to respond on.
To an extent, google decision makers are relying on emotional contagion with their lectures, considering that what will be taught, will engage their workers and make them involved and concerned on the issue of sex disparity. Results of that are already mentioned on the piece, “Just raising the awareness was enough for people to think about it,” and cases in which employees are making use of what they learn in these lectures are described. In this way, employees and managers are forced to get out of parallel processing of information and go into serial processing, with new information and new rules and experiences to encode.
With time, the experiences learned in these lectures will derive in a new organizational memory, turning this experience into sets of rules and routines that will be incorporated to the parallel processing of activities in the firm, ideally automatically allowing people to impartially act on situations and towards people regardless of sex.
Notes on improvement:
I decided to include how I would improve this blog entry on a separate note, so it is more easy to asses if I have progressed during the course of this class. The original blog was posted on 09/24/14 and today, 14/12/12, I'd like to make a few adjustments to it.
First of all, my mistake was to not clearly define a decision made by the company, I chose a news item and vaguely explained several decisions occurring around the news, which made it harder and not very clear to evaluate.
The item of Google's bias towards male employees involves several decisions taken by the company, I should concentrate on the decision of google to start lectures to identify and tackle hidden sexual bias within company employs, quoting the article "a 90-minute lecture targeted specifically at a skeptical, scientifically minded Google employee"
Based on RAM, the decision of making these lectures seems optimal for Google's directives, having consulted with their RH team, considering they have all the information necesarry from a trusted and expert source and in response to critiques from outside organisms about their disparity in work force, lectures arised as the optimal solution to identify and counterattack hidden sexual bias in the work force.
Information is deemed optimal since it comes from their expert RH team of doctorates on human behavior and acting on critics on biast practices matches the belief of google to be an inovative, friendly and rated as one of the top places to work in the world.
Appart from needing to define one decision made, my post lacked understanding and use of the concept of bounded rationallity on the organizational level. I made up some bogus scenarios in which the cognitive process of individual decision makers in google might have stood in the way, BUT I did not cover the principles of behavioral theory of organization.
To remediate that, I'll try to elavorate on how the decision made by google of implementing lectures to identify and prevent sex bias in their company, can be aligned to the principles of bounded rationality in the organizational level.
In this case, google decision makers have chosen to make the issue of gender disparity part of their agenda, this problem might have been categorized as irrelevant on previous occasions (the disparity is clear since the companies beggining), but now that it has been signaled by external parties and maybe some other triggers that are not clearely addressed by this article, this issue gains new purpose and is categorizen as a relevant stimuly to respond on.
To an extent, google decision makers are relying on emotional contagion with their lectures, considering that what will be taught, will engage their workers and make them involved and concerned on the issue of sex disparity. Results of that are already mentioned on the piece, “Just raising the awareness was enough for people to think about it,” and cases in which employees are making use of what they learn in these lectures are described. In this way, employees and managers are forced to get out of parallel processing of information and go into serial processing, with new information and new rules and experiences to encode.
With time, the experiences learned in these lectures will derive in a new organizational memory, turning this experience into sets of rules and routines that will be incorporated to the parallel processing of activities in the firm, ideally automatically allowing people to impartially act on situations and towards people regardless of sex.
2. Friedman's position, The Business of Business 2.0
I
have no experience in economics or business, my background is in Chemical
Engineering so when given the task of writing my position ex –ante about
Friedman’s proposition, I had a lot of trouble finding the right angle to
explain my position.
For
one, I have the idealistic notion that the business of business should not only
be generating profit, but on the other hand, what I see in our society is
different and I kind of agreed with Friedman that today’s business model has
the increase of profit as a top priority.
So
what should I write? Do I agree, don’t I agree? I believe I focused my first
blog entry in explaining how I thought business should act, but always having
the idea of agreeing with Friedman in the back of my mind, the business of
business (at least now a days) is increasing profit.
However,
after reading Friedman’s article and watching the documentary in class, I
cannot agree with Friedman any longer, his ideas may have held some truth in
his time, but now is time for the era of responsible capitalism.
For
once, we cannot stand around to wait for “daddy” government to set all the
rules and regulations for organizations and individuals to act. What if there
are loopholes, what if there are not enough regulations for waste treatment? Or
fair wages? Should the company then maximize revenues and ignore the pollution
they generate or the poor working conditions they have?
Corporations
are powerful players in our society, and should take the responsibility as
such.
It
is important to understand that there is a way for businesses to make monetary
profit and do good for the community at the same time, doing good can be
profitable.
Yes,
in the end, you want your business to have a profit, they are not charities, in
order to grow and develop and continue to do good to society, businesses in
this model of social capitalism have to be profitable.
However
they should not forget the triple line of people, planet profit, having a good
equilibrium between the three.
Before I even realized that you were indeed the person whose articles were supposed to be reviewed by me I had read your paper and wanted to be the one commenting on it as I think the topic of gender unbalance in scientific and technological fields is one that should be receiving much more public attention than it currently is.
ReplyDeleteThat being said, the post is very easy to read due to its very nice conversational structure, and I really like that you provide a very succinct but very effective description of the issues and circumstantial factors. In my opinion a brief outlook on how the issue is manifested in other organizations could be helpful to understand the magnitude of the problem. Also, I believe the irrational decision making on your RAM scenario could be elaborated a bit more.
Your choosing the example "person scarred by opposite sex rejection" as a motivation for iRAM appeared to me as it may have been motivated by some preconceptions. is there a reason you decided to pick that over other other possible scenario? is this example somehow more significant than others?
Hey Pau,
ReplyDeleteFunny thing happened before I actually wrote comments on your work. I read the whole article (newsitem) and had a lot of comments regarding focus of the topic, with the conclusion that you missed the point totally :)
After I realized that I read the wrong article, I got the impression that (almost) everything is great in your post.
Nice flow, nice conclusion, nice premises with good, clear explanations.
Although general impression is excellent, I have one question and one remark to make.
My opinion is that you did too much explanation of already explained in the first part. (Paragraphs 5,6,7.). Minor remark.
And question from which you go into the conclusion, for which I could not say that I agree on:
Why do you consider that no time is needed for the organizations to adapt to the new situation from the RAM perspective? If RAM is primarily based on the information, and we have plenty of information that companies are predominately slow in adaption of new concepts and/or structures, RAM thinking should not conclude that the companies are good in that.
Other than that,
Great Pau! :)
Wait for the Friedman comment...
Me again, so... the Friedman:
ReplyDeleteGreat intro, leaving true positive comments to be made :)
Paragraph 2: for more knowledge, you could read more posts, can be quite interesting (if you find time, of course. I would reccomend Carl's, Franco's, and maybe, just maaybe mine, because they somehow fill the blanks of each others).
Friedman was mainly talking about the position of capitalism and business in 70-90. He was a Nobel prize winner in 1976, and he was leaning pretty much on that time. He was explaining a lot about the post-war macro-economy, and he was popularizing capitalism. That being said, new directions and theories are maybe more popular in last couple of years.These are more in favor of your way of thinking.
After all, nicely written, good question asked, bearing the fact that this could probably be the first viewpoint on the economics. Call if interested for more info, will be glad to try to discuss on the topic!
Ciao!
M.