Category Archives: Risk

Mindfulness and Risk

In an era of great change, how might organisations make the most of a rare opportunity to enhance human capital?

With the easing of restrictions and the transition from the emergency phase of the pandemic, organisations are beginning to settle into their ‘new normal’. Following over two years of disruption, many organisations will look different – whether because footprints have grown or contracted, business models have changed, IT capabilities have improved, or staff roles expanded. In this context, Geoff Trickey, consultant psychologist at the Psychological Consultancy, believes that organisations have a golden opportunity to enhance human capital by better understanding attitudes towards risk. This is supported by the worrying economic and geopolitical backdrop, where human resilience continues to be tested – making the case for the importance of risk-aware teams.

Deborah Ritchie speaks to Geoff Trickey about the increasing value of risk awareness.
You can read the full interview here.

Recruiting into Senior Leadership Teams: Why Should We Consider Cognitive Diversity?

The decision-making styles of senior leadership shape the culture and preferred business models of any organisation.
Take Rohan and Susan for example, who both hold a senior role within a construction firm.
Rohan has a wary approach to risk and decision making whereas Susan has an adventurous approach.

Explore what this means for them in their role in the below article:

Recruiting into Senior Leadership Teams: Why Should We Consider Cognitive Diversity?

An Innovative Approach to Risk Mangement : Hearts & Minds

Risk management has traditionally tended to focus almost entirely on the risk per se – its probability, management and prevention. This may sound eminently sensible, but in fact the risk, hazard or anticipated threat is really only one half of the equation. Risk-aware decision-making also involves considering the perpetrators, the vulnerable, the operatives, the victims and, of course, the risk managers themselves. It is, in other words, primarily a ‘people’ thing.

An innovative approach to risk management that takes personality traits into account has recently emerged, and Geoff took a deeper look in the below IOSH Magazine article…

https://www.ioshmagazine.com/2022/03/02/risk-management-winning-hearts-and-minds

Risk Type: How Instincts Shape Decisions

Implications for Finance, for Safety and for Life

FOCUS ON RISK

Financial professionals know a great deal about risk. The risk they know about is numerical, statistical, probabilistic, based on precedent and economic history. This is the world of economists, actuaries, underwriters and financial intermediaries. This analytic view of risk is designed to improve financial decision making. It might be referred to as Objective Risk; although, at every point, professional judgement is an important component.

FOCUS ON THE INDIVIDUAL

Subjective Risk, on the other hand, is something that financial professionals do not specialise in and know very little about. Rather than focusing on the risks ‘out there’, the dangers and uncertainties that may upset our plans, the focus of subjective risk is on the individual and how they are ‘wired’. It is about our risk dispositions: the personal and intimate experience of risk; the way that an individual reacts to it; their feelings and emotions; their resilience, expectations and the way our personal perceptions of risk are calibrated. How do these dispositions influence interpretations of events? How do they impact on the thousands of decisions a person makes every day at different levels of consciousness?

From a financial professional’s viewpoint, Subjective Risk is a source of error, irrationality, misunderstanding or bias. This subjective versus objective distinction is illustrated by a debilitating fear of flying (Subjective Risk); discounted because the chanced of death are a mere 10,000,000:1 (Objective Risk). However, Subjective Risk is of material importance – it drives all the decisions, choices and behaviours that create the statistics from which Objective Risk is calculated.

A Short History of Financial Euphoria’ is a classic text by the late Ken Galbraith, the renowned economist. He argued that ‘mass insanity’ has repeatedly gripped the financial world over the centuries. As waves of euphoria surge through the sector, sober judgement and restraint are swept away, all contrarian views are derided, and group-think rules.

This article argues that there are lessons to be learned by recognising the importance of Subjective Risk; turning the spot light from the risk ‘out there’ to focus on the people involved.

There are two options on the table as responses to the failure of financial institutions; Regulation and Organisational Development.

REGULATION

Much like Galbraith’s view of the cyclical pattern of failure in the world of finance, demands for ‘heavy touch’ regulation (to get things back on the rails) and ‘light touch’ regulation (to free up entrepreneurial spirit) alternate.

Whether financial regulation has been a success or not in the past is still argued by economists of different persuasions. The framework for regulation and constraint may have provided a basis for periods of relative calm but the financial world is in continuous flux and regulation seem never to have provided sufficient defences to stave off the next crisis.

Bear in mind, firstly, that Australia’s financial sector makes a $140 billion contribution to the economy and it employs around 50,000 people and, secondly, that wealth creation is not exactly a walk in the park. In turbulent, ever changing global markets, you can’t just choregraph success. Even Warren Buffet loses money ($4.3 Billion in one day when Kraft Heinz plunged more than 25%). Strait-jacketing the profession with punitive levels of regulation may not be the route to success for a sector that needs to maintain a delicate balance between creativity and social responsibility. Exactly how to regulate without damaging the industry is anything but straight forward.

“…we must not over-regulate such organisations and so impede their growth and innovation which are in turn so important for employment and the wider economy. It is extraordinarily difficult to get this balance right”

Martin Stanley, UK Civil Service

 

ORGANISATIONAL DEVELOPMENT

The alternative to externally imposed constraint is some form of internal development designed to improve the performance of the industry’s professionals. The array of corrective offerings made available by major consultancies have not escaped criticism. “It is clear that banks are wasting their money on “solutioneering” or expensive unproven programmes peddled by consultants to address risk culture” says Associate Professor Alessandra Capezio of the Australian National University in an article titled ‘No science’ behind bank risk strategies (Companies & Markets, 8 May 2019).

Culture has been reified as the essential focus for change. But culture is an elusive and intangible concept.  It is a consequence of the traditions, processes and behaviours of those employed and, as an end product of a process, it cannot tangibly be altered except through the people of which it is composed. Organisational customs and practices are shaped by the attraction and selection of the people it requires ‘to do the job’. Successive waves of people passing through leave their mark in terms of their dispositions, habits and mores. In one influential and pragmatic view on organisational culture, it is ‘the people’ that ‘make the place’ (Benjamin Schneider, 1987, 2014). On this basis, if you want to influence organisational culture, then the current employees are the obvious levers of change.

The mix of personalities in different industries certainly have a tangible impact on organisational ethos.  Differences between, for example, a tax office, a public relations firm, a civil engineering practice or design agency are palpable. Different organisations and professions attract and recruit, in different proportions, people with various decision-making styles – their Risk Type. The traditional professions employ more Intense, Wary and Prudent Risk Types. The Deliberate Risk Type is attracted to jobs requiring precision, clear frameworks and narrow tolerances. While recruitment firms attract a predominance of Carefree Risk Types, they are very thin on the ground amongst Auditors, Air Traffic Controllers and Engineers.

To this extent, people do ‘make the place’ but organisations are hierarchical and individuals are not all equal in their influence or their responsibilities. Influence can be amplified by status, rank, qualifications, experience and length of service. Leaders and top management have the greatest cultural influence. Followers, by definition, are prepared to restrain their impact to some extent.

“The Wolves of Wall Street” This academic paper published in 2016 describes a 20 year project about bank managers and business models. In this research, 1,578 bank managers are tracked as they move jobs between 165 different banks. The researchers demonstrated how, like bees pollinating the flowers, the bankers take their risk dispositions with them wherever they go, influencing the business models of each management team they join. Financial Times investment banking correspondent Laura Noonan reported that the authors “could explain more of the banks’ decisions by looking at the personalities and the X-factor of the individual bankers than by looking at bonuses, compensation structures and other observable things like education and background”.

Any organisational change initiative needs to involve and to have the support, active endorsement and direct involvement of those that are the most influential – those at the top of the organisation. This is the lesson from ‘The Wolves of Wall Street’ study. FT’s Laura Noonan concludes, “what actually affects the risk culture is the character of the bankers at the very, very top”.

 

PEOPLE DEVELOPMENT

Nature, to be commanded, must be obeyed” Francis Bacon.

The practical reality is that the kinds of change envisaged as a response to financial sector problems needs to dig deep. This is not a matter of tinkering at the edges. Broad generalisations about culture have to be realised through changes at the granular level; the level of the individual. To achieve this, it is essential to appreciate the realities of human nature and deal with them. The concept of ‘depth of Intervention’ (Cummings & Worley, 2009), recognises that management of change requires consideration of the psychological makeup and personality of employees and the challenges that the proposed change would require. This is the territory of Subjective Risk, discussed in the opening paragraphs – the kind of risk less familiar to financial professionals.

Risk dispositions are expressed in the ways that an individual makes decisions. The ‘tuning’ of their emotions combines with their cognitive style to create a very wide spectrum of risk taking and risk intolerance. The extremes appear quite unreconcilable; from low flying Mach 2 fighter pilots compared to those that are fearful of the mildest fairground rides; from those alarmed about any kind of insecurity to those who cash in their pensions to finance a sailing adventure.

“Decision-making draws on both the analytical and the emotional systems in the brain”.

Mark Walport (2014), Government Chief Scientific Adviser 2014.

The consensus in current neuroscience challenges the dualism of Descartes (Antonio Damasio, 2006), recognising that two different neurological systems are always involved in the decision-making process – one is concerned with emotion and the other with cognition.

These two parameters provide the necessary framework for any measure designed to assess individual differences in risk taking behaviour. The aim is not to eliminate these differences. In fact, this diversity plays an important role in resisting group-think. The aim is to contribute to risk-aware decision making by raising awareness of the differences between the Risk Types and their respective advantages and disadvantages.

Cognition

This is all about our ‘need to know’; the need for coherence, to make sense of events and of life. Some (High Cognition) are troubled by ambiguity and uncertainty, welcome rules and structure or are prepared to follow procedures with painstaking detail. Others (Low Cognition) are questioning, challenging and excitement seeking. They embrace opportunities to try new ways of doing things. They prefer uncertainty to stability and are tormented by repetitive routine.

Emotion

Broadly, emotion is about visceral reactivity. Some individuals (High Emotion) are hyper reactive; easily aroused and easily bruised. Their passion and vigilance with regard to potential dangers or pit-falls make them the natural guardians of our species. Others (Low Emotion) seem almost imperturbable and take everything in their stride. They remain composed and unconcerned in situations that may terrify others.

Of course, the majority of people fall somewhere between these four extremes, but these provide the four ‘poles’ in a 360o spectrum of risk dispositions. There are infinite potential combinations of varying degrees of emotion and cognition and these are mapped throughout the radiating axes of the Risk Type Compass. For purposes of interpretation, the full spectrum is segmented into eight distinctive Risk Types.

In a recent Risk Management article, Michael Mazarr, senior political scientist at the RAND Corporation, also makes the point that “risk failures are mostly attributable to human factors”.  Risk Types provide a systematic taxonomy supporting the quantification of human factor risk and differentiating individuals according to the ways they are disposed to make decisions.

The Risk Type Compass

The Challenge

Everyone working in the financial sector bring their risk dispositions, their Risk Type, into work with them every day. And they will vary considerably because, in the population as whole, the eight Risk Types are very evenly distributed. These core personality dispositions change very little over a working life time and they have a persistent influence on decision making. This is a fact that can readily be demonstrated. There are no right or wrong Risk Types (in fact their complementary nature is a significant survival asset for Homo Sapiens), but they have to be recognised and addressed. The known challenges to stability and clear thinking are ‘herd behaviour’, group think, risk-polarisation and cognitive dissonance. The required changes in Banking and Finance are not going to be achieved through exhortations ‘to do better’, by herding everyone through a course on integrity, running ‘values’ campaigns, posting slogans to keep staff ‘on message’ or optimistic annual report statements.

Prevalence of the eight Risk Types

The Approach

The antidote to group-think is to ensure that there is diversity in risk dispositions around the table, so that issues are considered from several perspectives and that each person has the opportunity to state their point of view – that there is always a ‘devil’s advocate’ presenting  a contrarian view. This may sound adversarial, but in team sports there are defenders and attackers on the same team chasing the same goals. The defenders are alert to danger, the strikers alert to opportunity – so long as the aims and allegiances are aligned, diversity of risk dispositions makes the team stronger and more effective. On the other hand, the loss of an all too comfortable guaranteed consensus of like-minded colleagues may take some getting used to, but that too is do-able.

What the Risk Type Compass brings to the table is the ability to get a ‘fix’ on the risk dispositions that make some people risk averse and others carefree or adventurous and everything else in between. Every Risk Type has its contribution to make. The ability to utilise these insights and to bring them to fruition benefits everybody. Individuals then have a well-defined foundation on which to develop risk-awareness and personal development. Risk Type strengths and challenges write a personal agenda for risk-aware decision making. At the group level, appreciation of the balance or distinctiveness of the group dynamics, highlights potential blind-spots and biases and increase team effectiveness. At an organisational level, the Risk Landscape highlights the relative risk dispositions of teams/ divisions/ departments and allows cross-department comparisons, strategic planning, decisions based on team audits, staff redeployment and rebalancing.

Peter Drucker is attributed with the most frequently cited aphorism of business wisdom:

“If you can’t measure it, you can’t manage it”

The aim of organisational change cannot be to alter people’s nature. A better and more realisable objective is to recognise this reality, to address it, and to turn it to advantage. There are no right or wrong Risk Types. Each makes its own distinctive contribution to survival. The aim now is no different than it has always been – to maintain that crucial balance between the risks and the opportunities.

 

CONCLUSIONS

Within the totality of risk there is a crucial distinction between ‘objective’ and ‘subjective’ risk. The Finance world is well versed in the former, but not in the latter. Banking crises arise, a) because financial markets are inherently volatile (objective risk), and b) because the industry decision making is vulnerable and susceptible to herd behaviour (subjective risk). The capability to identify and reliably measure the risk dispositions of individuals across the organisation creates, for the first time, a potent framework for organisational and personal development.

Diversity of risk dispositions in teams, groups and decision-making bodies – whether in the board rooms, amongst the execs, traders or interns – is a common sense antidote to group think.

Geoff Trickey, June 2019

REFERENCES

Domasio, R., (2006). Descartes’ Error: Emotion, Reason and the Human Brain. Random House.

Bernard Burnes (2014): Understanding Resistance to Change – Building on Coch and French. Journal of Change Management, DOI: 10.1080/14697017.2014.969755

Hagendorff, J., Saunders, A., Steffen, S., & Vallascas, F. (2015). The Wolves of Wall Street? How bank executives affect bank risk taking, SSRN eLibrary (USA).

Michael j. Mazarr (2016) “The True Character of Risk”, Risk Management Magazine

Schneider, B., 2014 (Editor) The Oxford Handbook of Organizational Climate and Culture (Oxford Library of Psychology), Oxford University Press, 2014

Shneider, B., (1987) “The People Make the Place”, Personnel Psychology, 40 (3), 437-453

Tett, G (2009) “Fool’s Gold: How Unrestrained greed corrupted global markets and unleashed a catastrophe”, Hachette

Walport, Mark (2014) “INNOVATION Managing risk, not avoiding it” Annual Report of the Government Chief Scientific Adviser.

 

Risk Psychology in Projects Podcast

Risk Psychology:
Understanding Risk Personality Types and their implications for project decisions

 

 

Conventional project risk management has focused primarily on the nature of the risk itself and the methods to quantify and manage risks. The critical importance of the human nature of risk has been vastly overlooked. Understanding individual differences in people’s perception and response to risk provides project managers with valuable insight into how and why decisions are made.

In this interview, Geoff Trickey offers a framework for understanding Risk Personality Types that is based on well-established psychological research into personality, attitudes and risk tolerance. The framework places individuals into one of eight easy to understand personality types, ranging in levels of risk tolerance and each associated with different personality characteristics. These characteristics have a fundamental influence on the way an individual is likely to perceive and handle risk.

First published on http://www.guerrillaprojectmanagement.com (2013)

Different Dispositions

Subjective risk is often overlooked by risk managers as being too difficult to deal with. Yet having a diversity of risk dispositions on a team can be a great strength.

Financial professionals know a great deal about risk. The risk they know about is numerical, statistical, probabilistic and based on precedent and economic history. This is the world of economists, actuaries, underwriters, financial intermediaries and many risk managers. This analytic view of risk is designed to improve financial prediction and decision-making. It might be referred to as objective risk – although, at every point, professional judgment is a necessary component. Subjective risk, on the other hand, is something that financial professionals do not specialise in and often know very little about. Rather than focusing on the dangers and uncertainties that may upset our plans in the outside world, subjective risk focuses on individuals and how they are wired. It is about individual risk dispositions: the personal and intimate experience of risk; the way that an individual reacts; their feelings and emotions; and their resilience, expectations and the way personal perceptions of risk are calibrated. How do these dispositions influence interpretations of events? How do they impact on the thousands of decisions a person makes every day at different levels of consciousness? From a risk manager’s viewpoint, subjective risk is often discounted as a source of error, irrationality, misunderstanding or bias. The distinction between subjective and objective risk is illustrated when someone discounts a debilitating fear of flying (subjective risk) because the chances of being killed are a mere 10,000,000:1 (objective risk). But subjective risk is of considerable material importance. It is what drives all the decisions and often erratic behaviours that create the events and statistics from which objective risk is retrospectively calculated. Risk managers could learn important lessons by focusing on this often-neglected perspective.

Regulation vs organisational development

The two main options on the table to address the failure of financial institutions focus on regulation and organisational development. In a short history of financial euphoria, the late, renowned economist Ken Galbraith argued that “mass insanity” has repeatedly gripped the financial world over the centuries. As waves of euphoria surge through the sector, sober judgment and restraint are swept away, all contrarian views are derided and groupthink rules. Galbraith’s view of the cyclical pattern of failure in the world of finance is mirrored in alternating demands for heavy-touch regulation (to get things back on the rails) and light-touch regulation (to free up entrepreneurial spirit). Whether financial regulation has or has not ever been a success is still argued by economists of different persuasions. The framework for regulation and constraint may have provided a basis for periods of relative calm, but the financial world is in continuous flux, and the results seem never to have provided sufficient defences to stave off the next crisis. The alternative to externally imposed constraint is some form of internal development designed to improve the performance of the industry’s professionals. The array of such corrective offerings made available by major consultancies have not escaped criticism. “It is clear that banks are wasting their money on ‘solutioneering’ or expensive unproven programmes peddled by consultants to address risk culture,” Associate Professor Alessandra Capezio of the Australian National University has recently written. Culture change has been reified within the financial sector as the essential focus for change. But culture is an elusive and intangible concept. Unless it can be defined operationally, this is just kicking the issue into the long grass. Culture is a consequence of the traditions, processes and behaviours of those employed and, as an end product of a process, it cannot tangibly be altered except through the people of which it is composed. Organisational customs and practices are influenced by the attraction and selection of the people it requires to do the job. Successive waves of people passing through leave their mark in terms of their dispositions, habits and mores. In Benjamin Schneider’s influential and pragmatic view on organisational culture, it is the people that make the place. On this basis, if you want to influence organisational culture, then the current employees are the obvious levers of change. The practical reality is that the kinds of change envisaged as a response to financial sector problems need to dig deep. This is not a matter of tinkering at the edges. Broad generalisations about culture have to be realised through changes at the granular level – the level of the individual. To achieve this, it is essential to appreciate the realities of human nature and deal with them. The concept of “depth of intervention”, outlined by TG Cummings and CG Worley in 2009, recognises that management of change requires a consideration of the psychological makeup and personality of employees and the challenges that the proposed change would involve for them. This is the territory of subjective risk – the kind of risk less familiar to financial professionals.

Emotion and cognition

Trends in current neuroscience recognise that two separate neurological systems are involved in any decision-making process – one is concerned with emotion and the other with cognition. For example, the neuroscientist Antonio Damasio says that interactions between these systems create the structures for a wide spectrum of individual differences that are expressed in personality and in risk-related behaviour. Decision-making at a deep level is, therefore, tied to emotional, subjective influences. Cognition concerns our ‘need to know’, to make sense of events and of life. This is a rigid priority for some, but the loosest of frameworks for others. The former are troubled by uncertainty and welcome rules and structure. The latter are curious and embrace new opportunities and new ways of doing things. Emotion is about strength of feelings. Some are anxious and easily unnerved. Their hair-triggered vigilance makes them the natural alarm raisers of our species. Those at the other extreme remain calm and composed in situations that would terrify others; they are the last to run for cover. The majority of people fall somewhere between these four extremes, which also provide the basis for a compass-style model of risk dispositions. Interaction between emotion and cognition creates a rich variety of dispositions that are mapped throughout the 360º spectrum of a Risk Type Compass® – shown here, for example, on a spectrum segmented into eight distinctive Risk Types. Risk Types provide a systematic taxonomy supporting the quantification of human factor risk and differentiating individuals according to the ways that they deal with risk and are disposed to make decisions.

Challenges

More than a million people are employed within the UK financial sector, and every one of them brings their risk dispositions into work with them every day. Teams and working groups will vary considerably because in the population as a whole the eight Risk Types are evenly distributed. These core personality dispositions change very little over a working lifetime, and they have a persistent influence on decision-making. There are no right or wrong Risk Types, but to harness these diverse talents, they need to be recognised and addressed. The changes required in the financial sector are not going to be dealt with by exhortation to do better, by running courses or by campaigns, slogans or optimistic annual report statements. The known challenges to stability and clear thinking are herd behaviour, groupthink, risk-polarisation and cognitive dissonance, factors on which Risk Type can wield significant influence.

The approach

Ensuring that there is diversity in risk dispositions around the table acts as an antidote to groupthink. It allows issues to be considered from several perspectives and encourages the expression of contrarian viewpoints. This may sound adversarial, but in team sports there are defenders and attackers on the same team chasing the same goals. The defenders are alert to danger, the strikers alert to opportunity – so as long as the aims and allegiances are aligned, diversity of risk dispositions makes the team stronger and more effective. This may be less comfortable than a cosy consensus among like-minded colleagues, but it is likely to be a safer bet. Every Risk Type has its contribution to make. The ability to utilise these insights and to bring them to fruition benefits everybody. Individuals then have a well-defined foundation on which to develop risk-awareness and personal responsibility. At the group level, appreciation of the balance or distinctiveness of the group and its dynamics highlight potential blind spots and biases and increases team effectiveness. At an organisational level, the risk landscape highlights the relative risk dispositions of teams, divisions and departments and allows cross-department comparisons, strategic planning, decisions based on team audits, staff redeployment and rebalancing. The aim of organisational change cannot be to alter people’s deeper nature. A better and more realisable objective is to recognise this reality, to address it and to turn it to advantage. Each Risk Type makes its own distinctive contribution to survival. The aim now is no different than it has always been – to maintain that crucial balance between risk and opportunity, to succeed and to survive. As this article has argued, within the totality of risk there is a crucial distinction to be made between objective and subjective risk. The financial world is well-versed in the former, but not in the latter. Banking crises arise, firstly, because financial markets are inherently volatile and unpredictable (matters of objective risk), and secondly because judgment and decision-making are susceptible to the risk dispositions of individuals throughout the organisation (matters of subjective risk). The possibility of identifying and reliably measuring the distinctive risk dispositions of any individual contributes to a potent conceptual framework within which to manage human factor risk. This is a vehicle of proven effectiveness in the development of individuals, the audit and development of teams and a reliable, pragmatic and objective basis for risk culture analysis. The Risk Type Compass® provides a taxonomy and a working vocabulary. Diversity of risk dispositions within any team or organisation is a potential problem if not recognised, and a potent survival factor when it is. Appreciation of the complementary nature of the different Risk Types and their even distribution are levelling factors that make the objective of mutual respect for different risk dispositions eminently realisable. The legacy of the financial crisis has been toxic in its focus on deficiencies, blame, uncertain boundaries of acceptability and preoccupation with integrity. Maybe what is needed is a fresh start and the openness, optimism and inclusiveness implied above. Combined with a purposeful culture of coaching and development, this might be a good place to begin.

 

First published in Enterprise Risk.

 

 

The Nature of Performance Prediction

The rhetoric surrounding psychometric personality assessment in a work context often suggests unlikely levels of predictive certainty about job performance.  Somehow, personality assessment has come to be regarded as almost mechanistically predictive of behaviour. It isn’t, it never was, and it never will be. Yet we seem wedded to the idea that a person’s personality choreographs their every move.

The reality is that behaviour is influenced by innumerable external and internal events: from hormones to caffeine intake; from genes to international politics; from brain cells to personal relationships, the seasons or the economy. The range of possible influences on behaviour is virtually infinite, so it’s quite amazing that personality profiles manage to raise any kind of discernible signal above all this noise.

The big difference between the noise and the signal is the solid continuity of personality compared to the random, incidental or situational one-off variables that bombard us from all directions. Stable over an adult working life and capable of highly reliable measurement, personality dispositions have an influence that is very consistent and very pervasive. They trace a firm line through the chaotic hubbub of daily experience. They may sometimes be overwhelmed or blown off course but they are sure to re-emerge once the whirlwind specifics of the moment have passed on by.

We take our personality with us wherever we go; into every meeting, every conversation and every decision. It operates as a persistent force; a bias pulling us towards some options and away from others. The term personality ‘disposition’ captures this perfectly. We are more disposed to do A and less disposed to do B, but we have free will and, taking other things into account, we make our decisions. Patterns in the consistency of those decisions and behaviours may not be immediately discernible to others but, over time, people get familiar with them, recognise them and are able to anticipate choices and preferences. Personality assessment offers a structure for this understanding of a person’s dispositions, as well as providing  a shortcut to it. In telling us what to expect, it predicts what would otherwise take long acquaintance to fully appreciate.  This is the nature of the prediction inherent in personality assessment. It describes a person’s dispositions and, based on that, we make inferences about their behaviour and their potential performance. That works because we generally do best the things that come naturally to us; fighting against our natural dispositions is much harder going.

Performance then, reflects a dynamic relationship between our natural dispositions and our aims and intensions. A personality profile is the best available guide to the particular personal resources we have at our disposal. However, with self-awareness, planning and effort we can manage our limitations as well as our assets, taking us beyond our comfort zone and into wider spheres of capability, effectiveness and influence. This combination of dispositions and self-awareness charts our success and writes our autobiographies.

 

November 2018

Probabilities & Risky Decisions

There can be few fields of human endeavour in which history counts for so little as in the world of finance – John Kenneth Galbraith ‘A Short History Of Financial Euphoria’

Numbers sometimes seem emphatic and inflexible, especially when used to convey complex issues of general interest. They can give a spurious impression of certainty even when they reflect subjective judgements or approximations. Risk estimations are a case in point. Risk ratings may be based on anything from a totally subjective view expressed through a simple risk matrix, through to the complexity of Neural Network methodologies. To make effective use of this variably reliable information, recipients need to be aware of its quality.

Misunderstanding about risk isn’t helped by the fact that there is no transcending standard unit of measurement for it. The cover design on books about risk, which draw heavily on tumbling dice, spinning roulette wheels and chess pieces, give an impression of clear reasoning, simple probabilities and reliably scalable prediction. In fact, risk measurement in the financial world and in Health and Safety has none of those qualities.

There are no agreed standard units of risk; no measurement that can be applied equally to the risk of dangerous roads, the risk in different diets, the risk of air travel, the risk of an investment or epidemic. Risk across its wide spectrum is chaotically quantified in pragmatic and idiosyncratic ways; in terms that reflect the situation and context:

This illustrates the reality that the concept of RISK lacks overall coherence; rather there are many distinct ‘pockets’ of coherence, each with its own focus, methods, measurement and terminology. Insurance, book-making, road safety, health, investment, diet, aeronautics or seismology, for example.

Risk predictions are typically expressed as probabilities, but these are never akin to the ‘classic’ or ‘a priori’ probability, as in the throw of a dice (so ignore the book covers). A priori predictions are true and certain because all the possible outcomes are known and each is equally likely. Their distinctive feature, as every maths pupil knows, is that no matter how many times the penny comes up ‘heads’ the probability of getting the same result yet again is still 50:50. Counting incidents, i.e. what has happened in the past, has no bearing at all on an a priori probability. Yet counting incidents and events from the past is exactly the basis for the probabilities used in predicting all real world risk. This kind of probability is not the same thing at all. For obvious reasons, this can only ever provide an approximate and relatively unreliable estimate. Statistical models and Neural Network methodologies are tools that support the most sophisticated predictions available. Their creators will be highly skilled, very intelligent and able to incorporate wisdom, experience and expert judgement into the writing of their algorithms. Nevertheless, the raw material is always and of necessity, historic data. This situation has been characterised as attempting to drive a car while looking only in the rear view mirror. It’s possible, so long as the road ahead looks like the road you’ve passed, and so long as you draw the right inferences about what is likely to happen. But you’re not going to see what’s coming if it’s something entirely different.

Risk professionals in the driving seat hopefully understand these limitations of risk estimates and remain alert to the completely unexpected. The problem for the rest of us is that numbers carry a lot of weight and authority. Since we deal with such critical matters relatively rarely, and tend to rely on the advice of others, it is our own decisions about finance and safety that are vulnerable to the apparently emphatic risk statements of experts and statisticians.

All of the above focuses on the nature of risk; but what about the nature of those creating the risk or being exposed to the risk? This has increasingly been recognised as a very significant issue, not least by the financial regulators. In addition to the requirement to make the risk involved in any investment or financial product clear to their clients, intermediaries are now also required to take the client’s risk appetite into account. There is an important role here for Risk Type, both to clarify what investments would be appropriate, but also to help the client to better appreciate the implications of their own risk dispositions; how much risk would they be comfortable with?… how would they react if returns fall short of expectation?… how resilient would they be to the ups and downs of the market?… will their highly optimistic outlook get them into trouble?… will their haste and impatience with detail prevent proper scrutiny?… will their anxieties interfere with good decision making? How do they compare to others in these respects? These are all personality issues and these things are all knowable.

Perhaps surprisingly, the human side of the risk equation turns out to be very coherent; significantly more so than the tangled conglomerate that is RISK per se. After many thousands of years of success and survival, homo sapiens has ironed out these fundamentally crucial aspects of human nature. Nature’s answer has been to provide our species with a rich variety of risk dispositions that are complementary to one another, building the formidable ‘Team Homo-Sapiens’. Our species is equipped, in equal measure, with people that are adventurous, carefree, excitable, intense, wary, prudent, deliberate and composed. Every one of them has an important contribution to make. These are the characteristics that shape the driving, investing, road crossing, sporting, purchasing, entrepreneurial, voting behaviour that accounts for the statistics, that feed the algorithms on which risk model building relies.

Maybe it’s a good idea to give greater priority to self-knowledge and insight into the diverse risk disposition of others before trying to master all the problematic complexities and uncertainties of the risk itself?

Behaviour Creates Probabilities; Probabilities Don’t Drive Behaviour

Clare Askew, originally from Sunderland in the UK, boarded a plane bound for Bali at Perth Airport on Sunday 22nd October. This was the city where she had lived and worked since emigrating to Australia many years ago. The Bali trip was very familiar to her. It had become almost a ritualised routine; she would frequently make the short flight as a break from her demanding routine as a psychiatric nurse. However, her happily anticipated return to old haunts in Denpasar was dramatically and horrifically curtailed.

Just as the plane established cruising speed soon after take-off, it began to plummet. The cabin crew were in a state of panic. Although they had just taken passengers on in Australia, all the desperate announcements coming over the address system were in Asian Languages. The only instruction delivered in all the chaos in English, as the oxygen masks were activated, was to ‘brace for impact’. “The panic was escalated because of the behavior of the staff, who were screaming and looked tearful and shocked,” said Clare. According to another passenger, the cabin crew were screaming “Emergency, Emergency” as the plane dropped over 20,000 feet in 11 minutes. Passengers were texting good-byes to their loved ones and saying farewell to those around them.

Improbably, I met Clare later that same day on the beach in Denpasar. Fearing that, after such a traumatic experience, she might never fly again unless she did something about it immediately, she courageously jumped on the next available flight to Bali. Now in possession of the facts, she explained that 25 minutes into the flight, the plane had become depressurised. To save their lives, the pilot had to drop as quickly as possible to 10,000 feet, the level where oxygen masks would no longer be needed. “We were already feeling woozy” she told us.

This incident and the contrast between the traumatic personal experiences of passengers and the official characterisation of this as a low risk event, dramatically illustrates the difference between objective and subjective risk. So far as the Airline was concerned, the pilot was faced with a technical issue for which there was an established protocol. The pilot responded with the appropriate procedure. No one was at risk. Everything had gone exactly to plan. From an objective and statistical point of view the base line probability of dying in a plane crash is 1:1,000,000, yet what Clare and her fellow passengers had been exposed to was far beyond any appetite that they had for risk. Even if they had been intrepid parachute jumpers, fire eaters or fearless roller coaster riders in their leisure time, their risk appetite would hardly have embraced 11 minutes in the antechamber of death. For the most anxious amongst us, that experience would have been life changing.

Apart perhaps from the failure to address English speaking passengers in their own language, this example is not presented in any way as a criticism. It is interesting because, in this incident, the distinction between an objective risk analysis approach is in such contrast with the subjective perspective and the extreme risk tolerance demands imposed on those passengers. Objective statistical methods of risk quantification and prediction are, at root, always based on counting incidents; how many plane crashes, how many people die, the frequency of tsunamis or volcanic eruptions and so on. All this is very necessary and invaluable information in terms of planning, organizational or national decision making, insurance, and other efforts to anticipate trends and maximize advantage or ameliorate, or compensate for any disasters we may face. On the other hand, risk as we experience it is personal and entirely subjective. One person’s exciting experience is another person’s worst nightmare. Where one sees only opportunity, another sees only danger. These individual differences in risk disposition will influence the perception of risk, a person’s reaction to risk and their readiness to take risks. These features will be a distinctive aspect of any individual’s personality. Rather than focusing on ’the risk out there’; any analysis of subjective risk is about the dispositions of the individuals involved and how these influence their decision making.

Consider the following road safety scenario. How dangerous a road is deemed to be will, one way or another, be calculated on the basis of accident numbers. If the result was, for example, 1 in 10,000 vehicle transits, this would be the basis for establishing the risk exposure for any driver using this road. Yet, clearly, there is also a link between driver characteristics and accidents. We know that more accidents involve teen age boys, that tired drivers cause accidents, that driving while using a phone will be a factor, that drinking habits could play a part, that experience, level of concentration, state of mind, impatience, competitiveness, distractibility will all potentially be important. Given all these ‘people’ factors, the probability of involvement in an accident cannot possibly be the same for all those individuals – as well as for the patient, careful, vigilant, defensive, cautious drivers. In fact, all these individual characteristics, on both sides, will have contributed to the current accident statistics.

So, can a road really be inherently dangerous? Obviously, zero drivers equals zero accidents. Isn’t it the behaviour of drivers that creates the statistics in the first place? Statistics don’t shape our behaviour, its the other way around; statistics come after the events. Putting it slightly differently, behaviour drives probabilities, probabilities don’t drive behaviour.

Two points in particular arise from the distinction between objective and subjective risk. The first concerns those managing people within any context where risk behavior and decision making are critical, whether on the shop floor, the office or the board room, they need to appreciate the subjective perspective on risk, its variability and its behavioural implications – the issues are equally important, but very different to those of objective risk assessment. Secondly, for policy makers, researchers, thought leaders or anyone attempting to understand and navigate the labyrinthine complexities of risk, it is necessary to get beyond the objectivity and comfort to be found in numbers and to be prepared to explore subjective risk and human factors. Numbers weald a reassuring but sometimes spurious and overwhelming authority. To many, the complexities of human personality and behavior are deemed to be even more intangible but in fact, because risk dispositions are rooted in personality differences that can be more clearly defined and more readily measured than is often the case with the risk itself. The realities of dealing with risk in our everyday lives as viewed through our subjective risk perceptions will impact on all our decisions and all our actions.

Predictive probability has been at the heart of modern insurance practices since the 17th century. Much risk management also focuses on the probability and likely impact of potentially damaging outcomes. This is an objective statistical heritage that still holds sway over wider risk management practices. The impact on Health & Safety has often been to foster an authoritarian denial of individual differences and, particularly in high risk environments, the conceptualization of personal responsibility as ‘blind obedience’. Even though risk personality is measureable in ways that risk itself is not, these approaches persist in battling against the awkward realities of human nature, rather than recognizing it and working with it.

Risk management practices are changing and increasingly aim to foster greater self-awareness within a climate of mutual respect.  Employees learn where their risk dispositions assist the behaviours expected of them and where behavioural tendencies need to be reined in. This provides a basis for compliance that involves insight, staff development and an individual agenda for personal responsibility.  Get the attitude and behavior right and the statistics will take care of themselves.

 

GEOFF TRICKEY, October 2017

Risk, Danger & How To Cope With The Boom & Gloom

There has been a relentless change over recent years in the use of the words ‘risk’ and ‘danger’, presumably reflecting our preoccupations with the many and varied hazards that we all face daily. First reactions to the accelerating rise in our use of ‘Risk’ might be that we are all becoming increasingly neurotic about the vicissitudes of life. There is some support for this in the findings of behavioral economics which demonstrate that we place a higher value on something that we have (but might lose), than we do on something that we might gain. It seems that loss is more distressing than acquisition is rewarding. The longer we establish security in economic and physical terms, the more it seems that we become concerned about the prospect of losing it – and hence more ‘neurotic’ about risk. But this doesn’t explain why the term ‘danger’ has been in decline over the same period. The explanation for this has to be something to do with the way we use these words hasn’t it?

The word risk seems to have taken on a life of its own. We use it as if it were ‘a thing’ rather than an abstract idea. In fact, risk doesn’t exist at all outside of specific dangers, hazards, disappointments or pit-falls, yet it is often considered rather like an epidemic; something that can be confronted and defeated. We use the term ‘risk’ without necessarily feeling the need to be more specific. The reality is that there is potential risk in everything; everything we do, everything we plan, everything we dream. It is with us from conception, we deal with it every day in one or other of its manifestations (travel, infection, finance, games, engagement with others) and eventually, at the end of life’s journey, we will all succumb to it. The word ‘risk’ is huge in the territory that it covers – everything form hot tea to world war, from a headache to a global epidemic and much, much more. It seems we put it all in the same box and, fed by the media who love a good risk story if they can find one, we fret about it endlessly.

Although in fact a synonym, the word ‘Danger’ is very different. We don’t generalise about it so much.  It doesn’t work in the same ‘portmanteau’ way. The first response for most people would be ‘What danger?’ It is unusual to see a sign in the road saying simply ‘danger’, it would usually be clarified in some way, or at least be made clear by the situation. Whatever it is, we address it, work out what we should do, dispense with it immediately and then forget it.

In contrast, the term ‘risk’ is somehow charged with negativity and foreboding. Is it that we have a collective habit of clumping all risk into one very scary bundle and then getting distressed about it? In fact the doom-laden media crank it up all the time. One recent example of this is the determination to express all health statistics in the form of increments of DEATH. Where once advice stopped at alerting us to the dangers and guiding us towards the healthy options, now it’s all predicated against dubious life expectancy estimates: drink coffee and live longer, eating or drinking today’s demonized consumable will reduce your life by X months or Y years. Worst possible scenario headlines such as, “Unhealthy lifestyle can knock 23 years off lifespan” and alerts about percentage reduction in risk without bothering to report how low the base line for the risk in question actually is; they’re all designed to alarm us.

My advice is to take back control. Forget the papers, tune out of the ‘today program’ at the first sign of doom and gloom (who needs that at the start of the day?). Don’t buy into the over generalized, alarmist notion of an ever-rising tide of RISK; just deal with specific challenges as they arise. Be determined to see the positive; as Eric Idle memorably advised “always look on the bright side of life”. My research tells me that it enhances the quality of life by a gazillion smile units!

 

Geoff Trickey, PCL, July 2017