OPINION

Systems Thinking and Counter-intuitive Nature of Social Systems

March 15, 2010
Sumanth

In the forward to the book "Order out of Chaos" by Nobel Laureate Ilya Prigogine, Futurist Alvin Toffler wrote:

One of the highly developed skills in contemporary Western Civilization is dissection: The split-up of problems into smallest possible components. We are good at it. So good, we often forget to put the pieces back together again.

What Alvin Toffler said was profound. He actually pointed at obsessive reductionism and lack of wisdom in Western civilizations in understanding and designing systems to solve complex social problems. I do not have to give examples from recent history of Middle East, Iraq or Afghanistan to prove this fact.

In the 90s, I spent couple of years doing research on complexity, computer simulation of complex process and learning systems apart from avidly reading some of Alvin Toffler’s books. I was passionate about the whole “Systems Science”. I wondered if mathematics of dynamical systems(link) can be applied to complex disciplines like management, sociology and psychological Sciences.

Then, I came across some work on “Systems Thinking” by Peter Senge, professor at MIT Sloan School of Management. That led me to work that Jay Forrester did on “Systems Dynamics” at MIT. That made a connection between Control Theory(link) and Social Dynamics. (Fifth Discipline, Peter Senge, System Dynamics)
Systems Thinking is, more than anything else, a mindset for understanding how things work. It is a perspective for going beyond events, to looking for patterns of behavior, to seeking underlying systemic interrelationships which are responsible for the patterns of behavior and the events. Systems Thinking embodies a world-view; A world-view which implies that the foundation for understanding lies in interpreting interrelationships within systems; Interrelationships which are responsible for the manner in which systems operate. Interrelationships which result in the patterns of behavior and events we perceive.

When we go beyond the linear cause and effect paradigm to study patterns of behavior and then to study the systemic interrelationships among the parts of systems we develop a much deeper understanding of the nature of the way things operate; an operational understanding, which can allow us to work with the system rather than against it. An understanding which allows for the development of interventions to create lasting change within the system, if that is the desired intent.

Jay Forrester writes
Society becomes frustrated as repeated attacks on deficiencies in social systems lead only to worse symptoms. Legislation is debated and passed with great hope, but many programs prove to be ineffective. Results are often far short of expectations. Because dynamic behavior of social systems is not understood, government programs often cause exactly the reverse of desired results.
The field of system dynamics now can explain how such contrary results happen. Fundamental reasons cause people to misjudge behaviour of social systems. Orderly processes in creating human judgment and intuition lead people to wrong decisions when faced with complex and highly interacting systems. Until we reach a much better public understanding of social systems, attempts to develop corrective programs for social troubles will continue to be disappointing.

Then, he throws the bombshell:

The human mind is not adapted to interpreting how social systems behave. Social systems belong to the class called multi-loop nonlinear feedback systems.

The basic principles of Systems Thinking are listed below and they are based on mathematics of dynamical systems. Their application is very simple. Whenever, a policy maker violates any of these principles (which can be used as a checklist), then one can look for a disaster waiting to happen.

1) Today's problems come from yesterday's "solutions."

2) The harder you push, the harder the system pushes back.

3) Behavior will grow worse before it grows better.

4) The easy way out usually leads back in.

5) The cure can be worse than the disease.

6) Faster is slower.

7) Cause and effect are not closely related in time and space.

8) Small changes can produce big results...but the areas of highest leverage are often the least obvious. (Most obvious solutions for complex social problems can be at best useless and at worst dangerous)

9) You can have your cake and eat it too ---but not all at once.

10) Dividing an elephant in half does not produce two small elephants.

11) There is no blame.

It is very easy to see that a lot of these principles get violated by political parties and governments worldwide. The feedback systems create havoc across the world economies as the bubbles get burst and the coupled systems swing wildly impacting lives of billions of people.

These principles of systems thinking can result in different patterns or structures of behaviour called “archetypes”. Some examples of Archetypes are: Fixes that fail, Accidental adversaries, shifting the burden.

Why are Social Systems counter-intuitive?

Humans are inherently limited in thinking that cause and effect are closely linked in time and space. For example, you touch a hot stove and you immediately feel a burning sensation on your hand. However, in social systems, the cause and effect are often far removed in time and space, which completely deceives the policy makers.

The simple example is: Imagine there is 8 second delay in the steering wheel of your Car. That is, when you turn it left, it does not respond immediately and it starts turning only after 8 seconds. Now, consider there is a 20 second time delay in your accelerator pedal. Imagine when someone calls you on cellphone, the speed of your car doubles. Now, imagine driving such a Car at 50 miles per hour in a test track. That Car will take you for a ride.

Social systems seem to be slow, but they are much more complex than this example and they take the policies and interventions for a ride. That is what dangerous time delays and couplings in space and time can do. Human mind is not adapted to interpret such multi-loop nonlinear feedback systems. One policy intervention creates multiple effects and side effects over different periods of time at different locations in space (say in the country). These side effects in turn are misinterpreted and polices are implemented to counter these side effects. This entire process takes one very far from real solution or original intentions. The problems do not get solved, but the interventions produce some more severe problems. Then, societies deal with both.

We just have to look at problems in Middle East, Iraq or Afganistan to appreciate this idea.

Jay Forrester adds further.

Social systems exhibit a conflict between short-term and long-term consequences of a policy change. A policy that produces improvement in the short run is usually one that degrades a system in the long run. Likewise, policies that produce long-run improvement may initially depress behavior of a system. This is especially treacherous. The short run is more visible and more compelling. Short-run pressures speak loudly for immediate attention.

Attractive Policies can Create Disaster.


For example, usage of certain pesticides in a farm can lead to reduction in pests for some months and then the pests increase rapidly in spite of usage of the same pesticide. So, what happened? The pesticide initially started killing off one category of pests. However, this category of pests used to feed on other pests more immune to the pesticide. As the pesticide killed the predatory pests, the other pests immune to pesticide started breeding and took over the farm.(link)

Then, I read in newspapers that dowry problem has spread all over India as more and more laws are enacted, crime against women is increasing at a rapid rate and women in US are unhappier compared their grandmothers after 40 years of campaigns and struggles. Now, I know, why India has much less crime rate than US in spite of India's corrupt police and dysfunctional judicial system.

What happened? When you push a complex system harder, the harder it pushes you back. There are only a very few points of influence in such chaotic systems(link), which are highly sensitive to initial conditions. These points of influence are not at all obvious. It’s like those kid’s fairy tales, where a demon has hidden his heart in some box somewhere and to kill him, you need to locate that box. It is very certain that the System pushed the policies back harder as the counter-intuitive non-obvious solutions were discarded due to rhetoric, populism or lack of understanding of how systems work.

I have every reason to believe that wild rhetoric on victimhood of women with false statistics, contributed to a rise of “female foeticide” in urban India and it worsened the already existing situation by disempowering educated parents, who may have actually fought against the bias.

Similarly, a law against acid attacks may actually lead to rapid increase in incidents. The massive newspaper coverage of enactment of the law followed by victim stories may spread the idea (of use of acid) to many pathologically sick criminals. At present a few hundred people get attacked by acid every year. After the news, thousands may in fact think of storing acid at home as a weapon for their own self defense and that will create a far worse problem than what it is today.

If 33% seats are reserved for women in Parliament, it may lead to more laws in favour of women. However, soon there can be a small strongly held “male vote bank” and women candidates may compete with each other for “appeasement of males” in the constituency. Being women, these elected representatives will face less chance of being labeled as anti-women, so they will be more confident in cutting off privileges bestowed up on women now.

Systems Thinking can be applied to all dynamical systems starting from teams in corporates, to management, economic systems, stock markets, social movements for change and Government policies. All it requires for one is to train oneself in this alternate way of thinking by taking non-linearity, circular influences/feedbacks and multiple side-effects in time and space into account. One can also use various computer simulation and modeling tools to simulate and play with the complexity. It’s like a “social or management flight simulator”. One can see some such simulations in Wikipedia link on Systems Dynamics.

It is possible to create self-organizing and self-replicating learning organizations(link) to bring change, when one uses the principles of systems thinking at its core.
References:
1) A Guide to Learning System Dynamics.

2) Generic Structures: Overshoot and Collapse.

3) Generic Structures:Oscillating Systems

4) Archetypes: Interaction Structures

Sumanth is a vocal social activist, who loves to organise protests, create leaders and helps them create NGOs for different social causes. He is a founding member of NGO SIF.
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#1
Raja
March 16, 2010
12:42 AM

[STICK TO ONE ID AND REFRAIN FROM PERSONAL ATTACKS]

#2
Sumanth
March 16, 2010
03:32 AM

Raja,

I think, just like so many other men, you should go back and watch IPL Cricket.

Half of the article is quotations from professors from MIT, related to social systems and complexity.

I will pass on your request to improving English writing skills to them and I will also improve my English. Thanks.

#3
Sumanth
March 17, 2010
10:49 PM

Important Paper: Paradox of Declining Female Happiness by Betsey Stevenson, Justin Wolfers

Policies created by not taking every dimension and every side effect into account, lead to opposite of their original intentions.

1) Choices do not necessarily translate into happiness.

2) Women’s happiness has declined both absolutely and relative to men in Industrialised countries(in last 35 years).

It is a clear example of counter-intuitive behaviour of social systems.


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Download:
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http://www.frbsf.org/publications/economics/papers/2009/wp09-11bk.pdf

Trends in self-reported subjective well-being indicate that happiness has shifted toward
men and away from women. This shift holds across industrialized countries regardless of whether the
aggregate trend in happiness for both genders is flat, rising, or falling: in all of these cases we see happiness rebalancing to reflect greater happiness for men relative to women. This finding of a decline in women’s well-being relative to that of men raises questions about whether modern social constructs have made women worse off, or alternatively about the interpretability of subjective wellbeing data analyzed over long-time periods. Despite findings of higher well-being among women in countries with less gender discrimination (Bjørnskov, Dreher, & Fischer, 2007), the decrease in gender discrimination since the 1970s has not improved the (subjectively perceived) lot of women. Rather than immediately inferring that the women’s movement failed to improve the lot of women, we conclude with a simple taxonomy for organizing alternative explanations of this paradox.

Finally, the changes brought about through the women’s movement may have decreased women’s happiness. The increased opportunity to succeed in many dimensions may have led to an increased likelihood of believing that one’s life is not measuring up. Similarly, women may now compare their lives to a broader group, including men, and find their lives more likely to come up short in this assessment. Or women may simply find the complexity and increased pressure in their modern lives to have come at the cost of happiness.
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#4
Morris
March 18, 2010
01:59 PM

Wow, Sumanth, What an article. Way beyond me.
But anyway I still wonder. How in the world can you measure trend in happiness? Is there an absolute happiness? I think it is relative. Is'nt it?

#5
Sumanth
March 18, 2010
10:23 PM

Morris, One has to read this article slowly and also go through the links in the article to get a vague idea about this science.

Some of the same stuff are well known in popular cultures or movies. For example, the butterfly effect or the Jurassic park, where the system made of dinosaurs in the park takes over and throws the humans out.

The system is like a Skynet or a Matrix and its pretty smart.

The problem is: The businessmen who drive our Governments think only one quarter ahead for a system, which may be thinking 50 years ahead.

#6
PC
March 19, 2010
12:42 AM

Systems are not sentient beings, which I believe, you seem to be insinuating in a rather implicit manner.

Systems are an amalgamation of its individual entities. The interaction of these entities creates the complexities, but allowing for the unavoidable chaos and sensitivity to initial conditions, we should still keep in mind that most of these systems are mostly deterministic. And thus provide us with the ability of creating tools that make useful, if not 100% accurate, predictions and analysis.

And most social scientists are aware of the deficiencies that reductionist thinking has and the law of unintended consequences. We are using a lot of non-linear approaches to study any problem or system, taking heavily from mathematics, physics and biology.

#7
Sumanth
March 19, 2010
09:02 PM

PC,

All complex or chaotic Systems are deterministic.

Due to sensitivity to Initial condition, their predictions are extremely difficult.

If social scientists had done really made significant contributions towards solving current problems, I and other Engineers would have remained in our professions.

The social and psychological sciences have failed to live up to the expectations and the quality of research is pathetic.



#8
commonsense
March 20, 2010
09:56 AM

Sumanth:

"The problem is: The businessmen who drive our Governments think only one quarter ahead for a system, which may be thinking 50 years ahead."

the problem really is: systems don't think. humans do. well some humans do. one day, sumanth might learn how to think too.

#9
Sumanth
March 20, 2010
09:43 PM

"systems don't think. humans do."

Systems do think. Systems and societies have their own memory.

The overall intelligence of an ant colony is much more than the sum of intelligence of individual ants. The ant colony thinks.

The nervous system exists at different hierarchies.

The entire earth (and internet) behaves like a massive "brains".

A group has different behaviour than individuals.

Humans limit their thinking through their inner filters or existing knowledge. Then, they try to fit everything with that existing knowledge and crib when it does not fit.

#10
PC
March 20, 2010
10:45 PM

I am an engineer AND a social scientist. I have worked enough on chaos and complex systems as both an engineer and economist. I really believe while your basic idea is an obvious fact, your conclusions are faulty and at times too over-stretched. I do notice that this is a trend in all your posts. Where you extrapolate an idea into the stratosphere. That is never what a good man of science does.

To claim that social sciences has failed is to have a narrow-minded approach of attempting to fit mathematical models into every scenario. The ingenuity of man has been to be able to apply intuition and creativity to understand the world. It might not be perfect but it certainly beats the supercomputers.

It is why human chess players can never be replicated by computers. Its why sometime we can understand a complex systems in a fuzzy kind of way. It might have its faults, but never underestimate it.

#11
Sumanth
March 21, 2010
12:20 AM

"I do notice that this is a trend in all your posts."

So, you base your conclusions not on science, but based on my views against misandry.

You have a problem of me connecting systems thinking to "gender issues".

I think, that discomfort in natural. If a man questions or works on theories related to men's issues, it creates discomfort.

When there can be funding on women's issues in sociology departments for decades, even today there is little funding for men's issues. That says it all about "social science".

"The ingenuity of man has been to be able to apply intuition and creativity to understand the world."

I agree. Most of these men are of course faced serious disagreement during their life time and some were even put to death.

You have a right to disagree that some of my conclusions can be faulty.

I have been scientific field for long enough to understand the serious divisions and narrow politics that goes on in every science today.

No social scientist stood up, when false statistics on "violence against women" get flooded in media and even scientific literature even by reputed organisations like United Nations.

No one even knows, what are spousal homicide rates in India.

Amartya Sen used faulty methods to compute, missing women in India and no one dares to questioned it.

----
Political correctness and existing biases, makes most scientists blind. When people like Eddington or Marvin Minsky can make serious mistakes in their views, no one can claim as exclusive right to truth or science.


#12
Mike
March 21, 2010
09:05 AM

Reasonable summary of a complex topic - this from someone in the field.
Just a note of advice, presenting others with the "results" of your model (whether it is a formal mathematical one, or an improved mental model only), especially if its strongly counterintuitive, generally leads to "Policy Resistance" and rejection and not acceptance. To accept such understandings the reader (or client) must first acknowledge the validity of the learning framework (systems thinking in this case) and then go through the learning process themselves or they will have no ownership of those ideas.

Additionally, generally, the key accumulations rule system behavior and not short term change or events. In most social systems those are the core values and key assumptions of that society. Since these generally have very long time-constants change is often very slow. Indeed key values and assumptions can have essentially infinite time constant for some non-critical thinkers who base their knowledge almost exclusively on authority and revelation.

Learning is often very slow. The predicaments of current society were effectively diagnosed between 30-40 years ago (In books such as Limits to Growth, Overshoot etc.) and to date the core lessons have yet to be absorbed by the great majority of people.

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