Tag: Emotion

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Resilience

The rise in the use of the term “resilience” seems to mirror the sense of an accelerating pace of change. So, what does it mean? And is the meaning evolving over time?

One sense of the meaning implies a physical ability to handle stresses and shocks without breaking or failing. Flexible, robust and strong are synonyms; and opposites are rigid, fragile, and weak.

So, digging a bit deeper we know that strong implies an ability to withstand extreme stress while resilient implies the ability to withstanding variable stress. And the opposite of resilient is brittle because something can be both strong and brittle.

This is called passive resilience because it is an inherent property and cannot easily be changed. A ball is designed to be resilient – it will bounce back – and this inherent in the material and the structure. The implication of this is that to improve passive resilience we would need to remove and to replace with something better suited to the range of expected variation.

The concept of passive resilience applies to processes as well, and a common manifestation of a brittle process is one that has been designed using averages.

Processes imply flows. The flow into a process is called demand, while the flow out of the process is called activity. What goes in must come out, so if the demand exceeds the activity then a backlog will be growing inside the process. This growing queue creates a number of undesirable effects – first it takes up space, and second it increases the time for demand to be converted into activity. This conversion time is called the lead-time.

So, to avoid a growing queue and a growing wait, there must be sufficient flow-capacity at each and every step along the process. The obvious solution is to set the average flow-capacity equal to the average demand; and we do this because we know that more flow-capacity implies more cost – and to stay in business we must keep a lid on costs!

This sounds obvious and easy but does it actually work in practice?

The surprising answer is “No”. It doesn’t.

What happens in practice is that the measured average activity is always less than the funded flow-capacity, and so less than the demand. The backlogs will continue to grow; the lead-time will continue to grow; the waits will continue to grow; the internal congestion will continue to grow – until we run out of space. At that point everything can grind to a catastrophic halt. That is what we mean by a brittle process.

This fundamental and unexpected result can easily and quickly be demonstrated in a concrete way on a table top using ordinary dice and tokens. A credible game along these lines was described almost 40 years ago in The Goal by Eli Goldratt, originator of the school of improvement called Theory of Constraints. The emotional impact of gaining this insight can be profound and positive because it opens the door to a way forward which avoids the Flaw of Averages trap. There are countless success stories of using this understanding.

So, when we need to cope with variation and we choose a passive resilience approach then we have to plan to the extremes of the range of variation. Sometimes that is not possible and we are forced to accept the likelihood of failure. Or we can consider a different approach.

Reactive resilience is one that living systems have evolved to use extensively, and is illustrated by the simple reflex loop shown in the diagram.

A reactive system has three components linked together – a sensor (i.e. temperature sensitive nerves endings in the skin), a processor (i.e. the grey matter of the spinal chord) and an effector (i.e. the muscle, ligaments and bones). So, when a pre-defined limit of variation is reached (e.g. the flame) then the protective reaction withdraws the finger before it becomes damaged. The advantage this type of reactive resilience is that it is relatively simple and relatively fast. The disadvantage is that it is not addressing the cause of the problem.

This is called reactive, automatic and agnostic.

The automatic self-regulating systems that we see in biology, and that we have emulated in our machines, are evidence of the effectiveness of a combination of passive and reactive resilience. It is good enough for most scenarios – so long as the context remains stable. The problem comes when the context is evolving, and in that case the automatic/reflex/blind/agnostic approach will fail – at some point.

Survival in an evolving context requires more – it requires proactive resilience.

What that means is that the processor component of the feedback loop gains an extra feature – a memory. The advantage this brings is that past experience can be recalled, reflected upon and used to guide future expectation and future behaviour. We can listen and learn and become proactive. We can look ahead and we can keep up with our evolving context. One might call, this reactive adaptation or co-evolution and it is a widely observed phenomenon in nature.

The usual manifestation is this called competition.

Those who can reactively adapt faster and more effectively than others have a better chance of not failing – i.e. a better chance of survival. The traditional term for this is survival of the fittest but the trendier term for proactive resilience is agile.

And that is what successful organisations are learning to do. They are adding a layer of proactive resilience on top of their reactive resilience and their passive resilience.

All three layers of resilience are required to survive in an evolving context.

One manifestation of this is the concept of design which is where we create things with the required resilience before they are needed. This is illustrated by the design squiggle which has time running left to right and shows the design evolving adaptively until there is sufficient clarity to implement and possibly automate.

And one interesting thing about design is that it can be done without an understanding of how something works – just knowing what works is enough. The elegant and durable medieval cathedrals were designed and built by Master builders who had no formal education. They learned the heuristics as apprentices and through experience.

And if we project the word game forwards we might anticipate a form of resilience called proactive adaptation. However, we sense that is a novel thing because there is no proadaptive word in the dictionary.

PS. We might also use the term Anti-Fragile, which is the name of a thought-provoking book that explores this very topic.

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Doing Our Way to New Thinking.

Most of our thinking happens out of awareness – it is unconscious. Most of the data that pours in through our senses never reaches awareness either – but that does not mean it does not have an impact on what we remember, how we feel and what we decide and do in the future. It does.

Improvement Science is the knowledge of how to achieve sustained change for the better; and doing that requires an ability to unlearn unconscious knowledge that blocks our path to improvement – and to unlearn selectively.

So how can we do that if it is unconscious? Well, there are  at least two ways:

1. Bring the unconscious knowledge to the surface so it can be examined, sorted, kept or discarded. This is done through the social process of debate and discussion. It does work though it can be a slow and difficult process.

2. Do the unlearning at the unconscious level – and we can do that by using reality rather than rhetoric. The easiest way to connect ourselves to reality is to go out there and try doing things.

When we deliberately do things  we are learning unconsciously because most of our sensory data never reaches awareness.  When we are just thinking the unconscious is relatively unaffected: talking and thinking are the same conscious process. Discussion and dialog operate at the conscious level but differ in style – discussion is more competitive; dialog is more collaborative. 

The door to the unconscious is controlled by emotions – and it appears that learning happens more effectively and more efficiently in certain emotional states. Some emotional states can impair learning; such as depression, frustration and anxiety. Strong emotional states associated with dramatic experiences can result in profound but unselective learning – the emotionally vivid memories that are often associated with unpleasant events.  Sometimes the conscious memory is so emotionally charged and unpleasant that it is suppressed – but the unconscious memory is not so easily erased – so it continues to influence but out of awareness. The same is true for pleasant emotional experiences – they can create profound learning experiences – and the conscious memory may be called an inspirational or “eureka” moment – a sudden emotional shift for the better. And it too is unselective and difficult to erase.

An emotionally safe environment for doing new things and having fun at the same time comes close to the ideal context for learning. In such an enviroment we learn without effort. It does not feel like work – yet we know we have done work because we feel tired afterwards.  And if we were to record the way that we behave and talk before the doing; and again afterwards then we will measure a change even though we may not notice the change ourselves. Other people may notice before we do – particularly if the change is significant – or if they only interact with us occasionally.

It is for this reason that keeping a personal journal is an effective way to capture the change in ourselves over time.  

The Jungian model of personality types states that there are three dimensions to personality (Isabel Briggs Myers added a fourth later to create the MBTI®).

One dimension describes where we prefer to go for input data – sensors (S) use external reality as their reference – intuitors (N) use their internal rhetoric.

Another dimension is how we make decisions –  thinkers (T) prefer a conscious, logical, rational, sequential decision process while feelers (F) favour an unconscious, emotional, “irrational”, parallel approach.

The third dimension is where we direct the output of our decisions – extraverts (E) direct it outwards into the public outside world while intraverts (I) direct it inwards to their private inner world.

Irrespective of our individual preferences, experience suggests that an effective learning sequence starts with our experience of reality (S) and depending how emotionally loaded it is (F) we may then internalise the message as a general intuitive concept (N) or a specific logical construct (T).

The implication of this is that to learn effectively and efficiently we need to be able to access all four modes of thinking and to do that we might design our teaching methods to resonate with this natural learning sequence, focussing on creating surprisingly positive reality based emotional experiences first. And we must be mindful that if we skip steps or create too many emotionally negative experiences we we may unintentionally impair the effectiveness of the learning process.

A carefully designed practical exercise that takes just a few minutes to complete can be a much more effective and efficient way to teach a profound principle than to read libraries of books or to listen to hours of rhetoric.  Indeed some of the most dramatic shifts in our understanding of the Universe have been facilitated by easily repeatable experiments.

Intuition and emotions can trick us – so Doing Our Way to New Thinking may be a better improvement strategy.

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Ignorance Mining

Ignorance means “not knowing” and as the saying goes “Ignorance is bliss” because we do not worry about what we do not know about.  Or do we?

We are not totally ignorant – because we know that there are “unknowns” that would be of value to us. This knowledge creates an anxiety that we are very good at pushing out of awareness and despite the denial the unconscious feeling remains and it is emotionally corrosive. Repressed anxiety leads to the counter-productive behaviour of self-deception and then to self-justification – both of which are potent impedients to improvement.

We habitually, continuously and unconsciously discount the importance of what we do not know and in so doing we create internal emotional dissonance.  Our inner conflict drives external discounting behaviour and the inevitable toxic cultural consequence – Erosion of Trust.  Our inner conflict also drives internal discounting behaviour and the inevitable toxic emotional consequence – Erosion of  Confidence. This is the toxic emotional waste swamp that we create for ourselves and is the slippery slope that leads down to frustration, depression, cynicism and apathy. Ignorance  leads to anxiety and fear – and because we have conditioned ourselves to back away from fear we reflexly back away from ignorance and we end up trading fear for frustration. We do it to ourselves first and then we do it to others.

The antidote is counter-intuitive: it is to actively acknowledge and embrace our ignorance – and to do that we have to deliberately expose our own ignorance because we are very, very good at burying it from conscious view under a mountain of self-deception and self-justification.  We need to become Ignorace Miners.

The opposite of ignorance if knowledge and the good news is that we only need to scratch the surface to find knowledge nuggets – not huge ones perhaps – but plentiful. A bag of small knowledge nuggets is as valuable as an ingot of insight!

Knowledge nuggets are durable because they withstand cultural erosion but they can get washed away in the flood of toxic emotional waste and they can get buried under layers of cynical-resentful-arrogant-pessimism (CRAP).  These knowledge nuggests need to be re-gathered, re-freshed and re-cycled – and it is an endlessly exciting and energising experience.

So, when we are feeling fustrated, demotivated and depressed we just need to give ourselves a break and indulge in a bit of gentle ignorance mining – and when we do we will start to feel better immediately.

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When Is Seeing Believing?

One of the problems with our caveman brains is that they are a bit slow. It may not feel that way but they are – and if you don’t believe me try this experiment: Stand up, get a book, hold it in your left hand open it at any page, hold a coin in your right hand between finger and thumb so that it will land on the floor when you drop it. Then close your eyes and count to three. Open your eyes, drop the coin, and immediately start reading the book. How long is it before you are consciously aware of the meaning of the words. My guess is that the coin hits the floor about the same time that you start to making sense of what is on the page. That means it takes about half a second to start perceiving what you are seeing. That long delay is a problem because the world around us is often changing much faster than that and, to survive, we need to keep up. So what we do is fill in the gaps – what we perceive is a combination of what we actually see and what we expect to see – the process is seamless, automatic and unconscious. And that is OK so long as expectation and reality stay in tune – but what happens when they don’t? We experience the “Eh?” effect which signals that we are temporarily confused – an uncomfortable and scary feeling which resolves when we re-align our perception with reality. Over time we all learn to avoid that uncomfortable confusion feeling with a simple mind trick – we just filter out the things we see that do not fit our expectation. Psychologists call this “perceptual distortion” and the effect is even greater when we look with our minds-eye rather than our real eyes – then we only perceive  what we expect to see and we avoid the uncomfortable “Eh?” effect completely.  This unconscious behaviour we all demonstrate is called self-delusion and it is a powerful barrier to improvement – because to improve we have to first accept that what we have is not good enough and that reality does not match our expectation.

To become a master of improvement it is necessary to learn to be comfortable with the “eh?” feeling – to disconnect it from the negative emotion of fear that drives the denial reaction and self-justifying behaviour – and instead to reconnect it to the positive emotion of excitement that drives the curiosity action and exploratory behaviour.  One ewasy way to generate the “eh?” effect is to perform reality checks – to consciously compare what we actually see with what we expect to see.  That is not easy because our perception is very slippery – we are all very,very good at perceptual distortion. A way around this is to present ourselves with a picture of realilty over time, using the past as a baseline, and our understanding of the system, we can predict what we believe will happen in the near future. We then compare what actually happens with our expectation.  Any significant deviations are “eh?” effects that we can use to focus our curiosity – for there hide the nuggets of new knowledge.  But how do we know what is a “signifcant” deviation? To answer that we must avoid using our slippery self-delusional perception system – we need a tool that is designed to do this interpretation safely, easily, and quickly.  Click here for an example of such a tool.

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Do We have a Wealth of Data and a Dearth of Information?

Sustained improvement only follows from effective actions; which follow from well-informed decisions – not from blind guessing.  A well-informed decision imples good information – and good information is not just good data. Good information implies that good data is presented in a format that is both undistorted and meaningful to the recipient.  How we present data is, in my experience, one of the weakest links in the improvement process.  We rarely see data presented in a clear, undistorted, and informative way and commonly we see it presented in a way that obscures or distorts our perception of reality. We are presented with partial facts quoted without context – so we unconsciously fill in the gaps with our own assumptions and prejudices and in so doing distort our perception further.  And the more emotive the subject the more durable the memory that we create – which means it continues to distort our future perception even more.

The primary purpose of the news media is survival – by selling news – so the more emotive and memorable the news the better it sells.  Accuracy and completeness can render news less attractive: by generating the “that’s obvious, it is not news” response.  Catchy headlines sell news and to do that they need to generate a specific emotional reaction quickly – and that emotion is curiosity! Once alerted, they must hold the readers attention by quickly creating a sense of drama and suspense – like a good joke – by being just ambiguous enough to resonate with many different pepole – playing on their prejudices to build the emotional intensity.

The purpose of politicians is survival – to stay in power long enough to achieve their goals – so the less negative press they attract the better – but Politicians and the Press need each other because their purpose is the same – to survive by selling an idea to the masses – and to do that they must distort reality and create ambiguity.  This has the unfortunate side effect of also generating less-than-wise decisions.

So if our goal is to cut through the emotive fog and get to a good decision quickly so that we can act effectively we need just the right data presented in context and in an unambiguous format that we, the decision-maker, can interpret quickly. The most accessible format is as a picture that tells a story – the past, the present and the likely future – a future that is shaped by the actions that come from the decisions we make in the present that we make using information from the past.  The skill is to convert data into a story … and one simple and effective tool for doing that is a process behaviour chart.

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Is this just a Clash of Personality?

Have you ever have the experience of trying to work on a common challenge with a team member and it just feels like you are on different planets?  You are using the same language yet are not communicating – they go off at apparently random tangents while you are trying to get a decision; they deluge you with detail when you ask about the big picture; you get upset when their cold logic threatens to damage team unity. The list is endless.  If you experience this sort of confusion and frustration then you may be experiencing a personality clash – or to be more accurate a pyschological type mismatch.

Carl Jung described a theory of psychological types that was later developed into the Myers-Briggs Type Indictator (MBTI).  This extensively validated method classifies people into sixteen broad groups based on four dimensions that are indicated by a letter code. It is important to appreciate that there are no good/bad types or right/wrong types – each describes a mode of thinking: a model of how we gather information, make decisions and act on those decisions.  Everyone uses all the modes of thinking to some degree – we just prefer some more than others and so we get more practice with them.  The purpose of MBTI is not to “correct” someone elses psychologcial type – it is to gain a conscious and shared awareness of the effect of psychological types on interpersonal and team dynamics. For example, some tasks and challenges suit some psychological types better than others – they resonate – and when this happens these tasks are achieved more easily and with greater satisfaction.  “One’s meat is another’s poison” sums the idea up.  Just having insight into this dynamic is helpful because it offers new options to avoid frustrating, futile and wasteful conflict.  So if you are curious find out your MBTI – you can do it on line in a few minutes (for example http://www.personalitytest.net/types/index.htm) and with that knowledge you can learn what your psychological type implies.  Mine is INFJ …

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But Why?

Just two, innocent-looking, three-letter words.

So what is the big deal? If you’ve been a parent of young children you’ll recognise the feeling of desperation that happens when your pre-schooler keeps asking the “But why?” question. You start off patiently attempting to explain in language that you hope they will understand, and the better you do that the more likely you are to get the next “But why?” response. Eventually you reach the point where you’re down to two options: “I don’t know!” or “Just because!”.  How are you feeling now about yourself and your young interrogator?

The troublemaker word is “but”. A common use of the word “but” in normal conversation is “Yes … but …” such as in “I hear what you are saying but …”.

What happens inside your head when you hear that?  Does it niggle? Does the red mist start to rise?

Used in this way the word “but” reveals a mental process called discounting – and the message that you registered unconsciously is closer to “I don’t care about you and your opinion, I only care about me and my opinion and here it comes so listen up!”.  This is a form of disrespectful behaviour that often stimulates a defensive response – even an argument – which only serves to further polarise the separate opinions, to deepen the mutual disrespect, and to erode trust.

It is a self-reinforcing negative-outcome counter-productive behaviour.

The trickster word is “why?”  When someone asks you this open-ended question they are often just using it as a shortcut for a longer series of closed, factual questions such as “how, what, where, when, who …”.  We are tricked because we often unconsciously translate “why?” into “what are your motives for …” which is an emotive question and can unconsciously trigger a negative emotional response. We then associate the negative feeling with the person and that hardens prejudices, erodes trust, reinforces resistance and fuels conflict.

My intention in this post is only to raise conscious awareness of this niggle.

If you are curious to test this youself – try consciously tuning in to the “but” and “why” words in conversation and in emails.  See if you can consciously register your initial emotional response – the one that happens in the split second before your conscious thoughts catch up. Then ask youself the question “Did I just have a positive or a negative feeling?