This document discusses managing risk in complex project environments. It begins by explaining that projects exist within complex financial, environmental, technological and political systems. It then discusses reframing how we view reality and risk when dealing with complexity and ambiguity. It also explains the duality of risk in terms of reward and regret from different stakeholder perspectives. The document then provides methods for managing risk, such as assumptions analysis and understanding interdependencies between risks. It advocates adapting project management approaches to account for complexity rather than relying only on past trends and data from less complex environments.
This document discusses innovation metrics for managing risk. It notes that while traditional measures of success rely on past performance, innovation requires leading without knowing the outcome. The article continues on page 3 discussing how defining innovation metrics can help manage risk and provide direction. Upcoming events from the FACT network in 2011 are also listed.
Risk and Procurement ManagementDr Paul BaguleyClass Slides.docxlillie234567
Risk and Procurement Management
Dr Paul Baguley
Class Slides
Contents
Definition of Risk
Context of Projects
Risk Management Process
Risk Id
Risk Assessment
Risk Evaluation
Cost Risk
Monte-Carlo Simulation
Management Reserve and Contingency
Risk Management by Procurement
Examples of Contracts to Manage Risk
Learning Objectives
Define Project Risk and identify stages of project risk management
Understand Risk Response Strategy Selection process using risk matrix
Identify characteristics of procurement routes and map risk allocation amongst project stakeholders
Appreciate a more risk informed procurement route selection
What makes project management a risky business
Organisations take risks to compete through projects making projects risky
Indeed risk appetite is the term used to describe the amount of risk an organisation is willing to take
And risk tolerance is the amount of risk an organisation can absorb
Risk is an important subject in APM BoK7 and PMBoK Guide (Chapter 11)
Institute of risk management; the Orange Book from the UK Gov
Communication between stakeholders in the project, suppliers and customer
VUCA (Volatility Uncertainty Complexity Ambiguity) environment
Risks in Projects
https://www.pmi.org/learning/library/top-50-projects-sydney-opera-house-11757
Lack of process and
Large budget over run
Safety regulations
O Ring
Safety disaster
Case: impact of culture on risk
The Nimrod Accident
Case: the conspiracy of optimism
Optimism bias is a known phenomenon which has been described as a psychological factor in estimators. In the defence industry it is recognised there is political pressure for projects to deliver more and cost less.
Activity: What projects do you know failed?
What projects do you know from your own experience which failed in some way and how did they fail? For example “Potters Bar safety disaster”
Definition of Risk and Uncertainty
Before ISO 31000 a working definition of risk was an event that may or may not happen
Uncertainty is variation in something that has happened
For example a machine breakdown may or may not happen
Schedule delay is variation in the delay schedule in terms of time
Risk is defined as an uncertain event or set of circumstances, that should it occur, will have an effect on achievement of one or more objectives, by APM Body of Knowledge 2012
ISO 31000 (2018) definition of risk
ISO 31000 defines risk as the effect of uncertainty on project objectives
Note 1 to entry: an effect is a deviation from the expected. It can be positive, negative or both, and can address, create or result in opportunities and threats
Note 2 to entry: Objectives can have different aspects and categories, and can be applied at different levels
Note 3 to entry: Risk is usually expressed in terms of risk sources, potential events, their consequences and their likelihood
Project objectives are influenced by the iron triangle and trade-off space between cost, quality and time
This means that cost ris.
This is a presentation I gave at Texas A&M in 2013 about the myriad ways risk and uncertainty can be handled in project analysis. One take-away: sometimes simpler is better.
This document discusses uncertainty and risk in projects. It defines risk as "uncertainty that, if it occurs, will affect achievement of objectives." It distinguishes between uncertainty and risk, with risk being the subset of uncertainty that matters because it could impact objectives. The document notes that risks include both threats and opportunities. It also discusses how risk management is important for projects, which aim to achieve specific objectives and deliver value.
We will cover:
• Definition of Risk
• Why Risk Management?
• Project Stakeholders
• Psychology of Risk
• Risks on Estimation
• Project Budget
About the presenter:
This webinar will be presented by Gilberto Costa (PMP, AGILE, PRINCE2, RMP), Senior Project Manager at GBC London.
Gilberto is a value-driven project manager who has extensive business experiences in the IT industry, telecom, utilities and government affairs.
Gilberto holds multiple professional certifications, including the PMP and RMP certifications from the Project Management Institute. He is also a PECB Certified Trainer for ISO 31000 Risk Management.
Speculations on the Role of the Risk Manager Post CrisisBarry Schachter
Thoughts on how financial risk management and the demands on risk managers may change based on lessons learned from and actions taken as a result of the crisis.
This document discusses the need for a new approach to risk management in uncertain times. It argues that past failures show that risk management tools and processes are not sufficient on their own and that a focus on people, behaviors, values and decision-making is needed. It advocates capturing stories and narratives from key employees to better understand risk drivers and contexts. A new strategic perspective is required that embraces uncertainty and transforms workforce views on risk management.
The document discusses the role of economists in supporting executive management with risk analysis and resilience planning. It outlines various types of risks that infrastructure sectors face, such as event risk, macroeconomic risk, and strategic risk. It then describes the risk management process as defined by the ISO 31000 standard, including risk identification, analysis, evaluation, treatment, and monitoring. The role of economists is to help executives understand probability, risk, and uncertainty beyond just average outcomes, and account for factors like uncertainty distributions, skewness, and behavioral issues. Both quantitative methods like Monte Carlo simulation and qualitative approaches have a role to play in risk analysis.
This document discusses innovation metrics for managing risk. It notes that while traditional measures of success rely on past performance, innovation requires leading without knowing the outcome. The article continues on page 3 discussing how defining innovation metrics can help manage risk and provide direction. Upcoming events from the FACT network in 2011 are also listed.
Risk and Procurement ManagementDr Paul BaguleyClass Slides.docxlillie234567
Risk and Procurement Management
Dr Paul Baguley
Class Slides
Contents
Definition of Risk
Context of Projects
Risk Management Process
Risk Id
Risk Assessment
Risk Evaluation
Cost Risk
Monte-Carlo Simulation
Management Reserve and Contingency
Risk Management by Procurement
Examples of Contracts to Manage Risk
Learning Objectives
Define Project Risk and identify stages of project risk management
Understand Risk Response Strategy Selection process using risk matrix
Identify characteristics of procurement routes and map risk allocation amongst project stakeholders
Appreciate a more risk informed procurement route selection
What makes project management a risky business
Organisations take risks to compete through projects making projects risky
Indeed risk appetite is the term used to describe the amount of risk an organisation is willing to take
And risk tolerance is the amount of risk an organisation can absorb
Risk is an important subject in APM BoK7 and PMBoK Guide (Chapter 11)
Institute of risk management; the Orange Book from the UK Gov
Communication between stakeholders in the project, suppliers and customer
VUCA (Volatility Uncertainty Complexity Ambiguity) environment
Risks in Projects
https://www.pmi.org/learning/library/top-50-projects-sydney-opera-house-11757
Lack of process and
Large budget over run
Safety regulations
O Ring
Safety disaster
Case: impact of culture on risk
The Nimrod Accident
Case: the conspiracy of optimism
Optimism bias is a known phenomenon which has been described as a psychological factor in estimators. In the defence industry it is recognised there is political pressure for projects to deliver more and cost less.
Activity: What projects do you know failed?
What projects do you know from your own experience which failed in some way and how did they fail? For example “Potters Bar safety disaster”
Definition of Risk and Uncertainty
Before ISO 31000 a working definition of risk was an event that may or may not happen
Uncertainty is variation in something that has happened
For example a machine breakdown may or may not happen
Schedule delay is variation in the delay schedule in terms of time
Risk is defined as an uncertain event or set of circumstances, that should it occur, will have an effect on achievement of one or more objectives, by APM Body of Knowledge 2012
ISO 31000 (2018) definition of risk
ISO 31000 defines risk as the effect of uncertainty on project objectives
Note 1 to entry: an effect is a deviation from the expected. It can be positive, negative or both, and can address, create or result in opportunities and threats
Note 2 to entry: Objectives can have different aspects and categories, and can be applied at different levels
Note 3 to entry: Risk is usually expressed in terms of risk sources, potential events, their consequences and their likelihood
Project objectives are influenced by the iron triangle and trade-off space between cost, quality and time
This means that cost ris.
This is a presentation I gave at Texas A&M in 2013 about the myriad ways risk and uncertainty can be handled in project analysis. One take-away: sometimes simpler is better.
This document discusses uncertainty and risk in projects. It defines risk as "uncertainty that, if it occurs, will affect achievement of objectives." It distinguishes between uncertainty and risk, with risk being the subset of uncertainty that matters because it could impact objectives. The document notes that risks include both threats and opportunities. It also discusses how risk management is important for projects, which aim to achieve specific objectives and deliver value.
We will cover:
• Definition of Risk
• Why Risk Management?
• Project Stakeholders
• Psychology of Risk
• Risks on Estimation
• Project Budget
About the presenter:
This webinar will be presented by Gilberto Costa (PMP, AGILE, PRINCE2, RMP), Senior Project Manager at GBC London.
Gilberto is a value-driven project manager who has extensive business experiences in the IT industry, telecom, utilities and government affairs.
Gilberto holds multiple professional certifications, including the PMP and RMP certifications from the Project Management Institute. He is also a PECB Certified Trainer for ISO 31000 Risk Management.
Speculations on the Role of the Risk Manager Post CrisisBarry Schachter
Thoughts on how financial risk management and the demands on risk managers may change based on lessons learned from and actions taken as a result of the crisis.
This document discusses the need for a new approach to risk management in uncertain times. It argues that past failures show that risk management tools and processes are not sufficient on their own and that a focus on people, behaviors, values and decision-making is needed. It advocates capturing stories and narratives from key employees to better understand risk drivers and contexts. A new strategic perspective is required that embraces uncertainty and transforms workforce views on risk management.
The document discusses the role of economists in supporting executive management with risk analysis and resilience planning. It outlines various types of risks that infrastructure sectors face, such as event risk, macroeconomic risk, and strategic risk. It then describes the risk management process as defined by the ISO 31000 standard, including risk identification, analysis, evaluation, treatment, and monitoring. The role of economists is to help executives understand probability, risk, and uncertainty beyond just average outcomes, and account for factors like uncertainty distributions, skewness, and behavioral issues. Both quantitative methods like Monte Carlo simulation and qualitative approaches have a role to play in risk analysis.
The application of the ‘New Sciences’ to Risk and Project ManagementDr David Hancock
This document provides an overview of an article from the May 2010 issue of PM World Today titled "The application of the ‘New Sciences’ to Risk and Project Management" by Dr. David Hancock. The article discusses how project risk management has traditionally relied on numerical and statistical approaches but could benefit from incorporating insights from chaos theory and considering projects as complex systems. It argues that most projects should be viewed as "deterministic chaotic systems" rather than predictable problems. The article also examines different types of problems like "tame," "messes," and "wicked" problems and how their complexities impact risk management. It concludes that risk professionals need new approaches like "risk leadership" to address uncertainties and complexities rather than relying solely on quantitative
Positioning project, programme and portfolio risk Dr David Hancock
What is meant by risk and is it different from the project, programme, portfolio and organisational perspective. How does it differ fro Major Projects and what about wicked, tame and messes.
Analysing private equity and venture capital funds through the lens of risk m...Izam Ryan
Can we interpret the role of PE/VC investments as a form of risk management?
Investments in PE/VC are usually thought of as being high risk / high return, But, studies also show that PE investments can reduce risk in certain situations.
The academic version of this paper was submitted in partial fulfilment of the requirements of the Imperial MBA degree and the Diploma of Imperial College London. The academic version of this paper was awarded a Distinction.
Global risks pose unprecedented challenges for businesses today. As risks become more interconnected and volatile, they can disrupt markets worldwide nearly instantly. This report identifies 36 global risks across economic, geopolitical, societal and environmental categories. The 10 risks most likely to greatly impact business are: instability in Iraq, terrorism, emerging fiscal crises, disruption in oil supplies, radical Islam, a sudden decline in China's growth, pandemics, climate change, weapons of mass destruction, and unrestrained migration. Addressing global risks requires understanding interconnected systems and considering long-term impacts, rather than just reacting to short-term events. However, global risks also provide new opportunities for businesses that can anticipate changes and position themselves advantageously.
1) The document discusses major global risks facing businesses today that are more interconnected and volatile than in the past. These risks can disrupt markets worldwide and are difficult to anticipate.
2) It identifies 36 global risks classified into economic, geopolitical, societal and environmental categories. The ten risks seen as most likely to greatly impact business are listed.
3) The summary explains that global risks present new opportunities for businesses that can react quickly to anticipate changes. However, most businesses only prepare for past events and fail to consider future risks, despite evidence that exogenous risks increasingly affect companies.
1) Risk plays an inherent role in companies and effective risk management is important, especially given increased globalization and lean supply chains.
2) Companies should analyze their risk profiles by considering the probability and potential cost of events to determine how to mitigate high probability/high cost risks or communicate low probability/high cost risks to investors.
3) Identifying all potential risks, no matter how unlikely, and understanding their consequences is important, as unlikely but high impact events can significantly affect companies, as examples like the BP oil spill show.
In 17th century Europe all observable swans were white and by extension all swans were therefore assumed to be white. No non-white swan had ever been observed. In the 18th century, however, black swans were discovered in Western Australia and that discovery undermined the statistics of swans to that date. Previously, the “risk” of a Black Swan was essentially nil, but upon recognition that the improbable was not the same as the impossible the possibility of Black Swans became more likely.
What had changed that made Black Swans more probable? Simply put our perceptions were broadened. In this article we will look at large programs, what creates the possibility of Black Swans and what are some of the new risks we must pay attention to.
Possibility of Black Swans
Program Management is very much about meeting the challenges of scale and complexity. These challenges largely focus on the management of known knowns and known unknowns. But large programs by their very nature move into a new neighborhood where previously rare unknown unknowns are more prevalent. In effect large program risks grow in new non linear ways. What causes this growth? Simply put:
- Scale and complexity move you into a new neighborhood where black swans may be more common
- Scaling drives non linear and non correlated growth in risks
- Complexity masks existing risks
- Complexity creates new risks
So what are Black Swans?
My paper in this month\'s issue of PM World Today tries to provide some guidance for those responsible for large engineering & construction programs.
1. Operational risk has historically been reactive rather than proactively managed, but regulatory changes like Basel II require banks to explicitly measure and hold capital for operational risk.
2. While measurement is important for management, models based solely on historical loss data have limitations given constant changes in technology and organizations. Overreliance on quantitative models can distract from effective operational risk management.
3. The goal of operational risk management is to reduce the frequency and impact of rare but major events, rather than focus only on more frequent minor losses. A balanced, qualitative and quantitative approach is needed.
The document discusses risk management in the public sector. It defines risk as the uncertainty of outcome, whether positive or negative, of actions and events. It describes evaluating risks based on likelihood and impact. Challenges for the public sector include increased complexity, partnerships, expectations and media attention. Risk management must consider strategic, operational, financial, behavioral and other categories of risk. Performance reporting should include risk information.
The document discusses different types of problems including 'tame', 'messy', and 'wicked' problems and how their complexity relates to approaches for risk management. It also examines the differences between management and leadership strategies for addressing uncertainty and ambiguity depending on the problem type. Effective risk management requires qualitative approaches for 'wicked' problems with high behavioral complexity and ambiguity.
These slides are from The Risk Doctor, David Hillson's, section of the presentation at the recent APM Wessex branch afternoon risk workshop. This event was held at the Ageas Bowl in Southampton on Tuesday 1st April 2014.
David Hillson is an honorary fellow of APM and is known globally as 'The Risk Doctor'. David is well-known as an excellent speaker, presenter and trainer. Countless individuals, teams and organisations have benefited from his blend of thought-leadership with practical application, presented in an accessible style that combines clarity with humour. David’s speaking is guided by the Risk Doctor motto: “Understand profoundly so you can explain simply”.
David sat on the panel of experts for this workshop-based event and shared his expertise with delegates who were looking for a learning experience in risk.
The document discusses findings from a study on whistleblower incentives and protection in finance departments. Three key themes emerged: 1) lack of ethical leadership discourages whistleblowing due to fear of retaliation, 2) mutual mistrust between leaders and staff prevents reporting of unethical behaviors, and 3) without whistleblower protections, corruption continues harming social welfare. The findings validate anticipated themes from literature and suggest finance departments should implement stronger incentives and protections to curb unethical practices through whistleblowing.
The Truth About Fat Tails And Black Swansmarc_gross
This document discusses how FinAnalytica can help hedge fund investors in the current market crisis by analyzing tail risk and black swan events. It argues that normal distributions do not accurately capture risk and that downside risk measures like expected tail loss are more informative for investors than traditional measures like value at risk. FinAnalytica uses statistical modeling techniques on manager returns to provide meaningful insights into risk drivers and anticipate how different market scenarios could impact performance.
The business case for resilience - Arcadis SingaporeSherine Chng 庄淑敏
This document discusses the importance and benefits of resilience for cities. It defines resilience as the ability to withstand and recover from shocks and stresses like natural disasters. The document advocates for a holistic approach to resilience that considers physical infrastructure as well as social and economic factors. It provides examples of city resilience projects underway in New Orleans and Wuhan that are implementing flood protection and green infrastructure solutions to make the cities more resilient to flooding and climate impacts.
This report examines how to build resilience in city infrastructure systems. It analyzes four key infrastructure areas - energy, water, ICT, and transport - through three case studies. The case studies demonstrate how past catastrophic events have impacted infrastructure and how stakeholders responded. The report then provides recommendations for infrastructure owners and operators to move beyond risk management of individual assets and instead build resilience within and between infrastructure systems. This includes considering how infrastructure performance may change under stress or shock events. The goal is to help cities better manage risk and recover more quickly from future disasters.
This document provides an overview of key concepts in risk management for project management. It defines common terms like risk, risk tolerance, risk levels and sources. It also outlines the seven steps of the risk management process: 1) plan risk management, 2) identify risks, 3) analyze risks qualitatively, 4) analyze risks quantitatively, 5) plan risk responses, 6) implement responses, and 7) monitor risks. Quantitative analysis techniques are discussed like expected monetary value analysis and qualitative techniques like risk priority assessment. Response strategies and closing of risks are also covered.
Novaminds LE LAB’ - Le facteur humain en situation de criseJulieNovaminds
Novaminds dispose d’une activité de Recherche centrée sur son cœur de Métier, pour anticiper les mutations réglementaires, économiques, sociétales et technologiques.
Portée par notre Laboratoire de Recherche et d’Innovation, cette activité se déploie pleinement dans le cadre de la R&D : carrefour de nos expertises et de nos réflexions, ces travaux irriguent l’intégralité de nos Publications, Enquêtes et Dossiers thématiques et nous permettent de fournir à nos Clients des services de pointe à forte valeur ajoutée.
Nos collaborateurs sont partie prenante dans les travaux de R&D afin de permettre de développer de nouveaux savoirs.
Les travaux R&D de Novaminds contribuent à alimenter l’écosystème financier.
The application of the ‘New Sciences’ to Risk and Project ManagementDr David Hancock
This document provides an overview of an article from the May 2010 issue of PM World Today titled "The application of the ‘New Sciences’ to Risk and Project Management" by Dr. David Hancock. The article discusses how project risk management has traditionally relied on numerical and statistical approaches but could benefit from incorporating insights from chaos theory and considering projects as complex systems. It argues that most projects should be viewed as "deterministic chaotic systems" rather than predictable problems. The article also examines different types of problems like "tame," "messes," and "wicked" problems and how their complexities impact risk management. It concludes that risk professionals need new approaches like "risk leadership" to address uncertainties and complexities rather than relying solely on quantitative
Positioning project, programme and portfolio risk Dr David Hancock
What is meant by risk and is it different from the project, programme, portfolio and organisational perspective. How does it differ fro Major Projects and what about wicked, tame and messes.
Analysing private equity and venture capital funds through the lens of risk m...Izam Ryan
Can we interpret the role of PE/VC investments as a form of risk management?
Investments in PE/VC are usually thought of as being high risk / high return, But, studies also show that PE investments can reduce risk in certain situations.
The academic version of this paper was submitted in partial fulfilment of the requirements of the Imperial MBA degree and the Diploma of Imperial College London. The academic version of this paper was awarded a Distinction.
Global risks pose unprecedented challenges for businesses today. As risks become more interconnected and volatile, they can disrupt markets worldwide nearly instantly. This report identifies 36 global risks across economic, geopolitical, societal and environmental categories. The 10 risks most likely to greatly impact business are: instability in Iraq, terrorism, emerging fiscal crises, disruption in oil supplies, radical Islam, a sudden decline in China's growth, pandemics, climate change, weapons of mass destruction, and unrestrained migration. Addressing global risks requires understanding interconnected systems and considering long-term impacts, rather than just reacting to short-term events. However, global risks also provide new opportunities for businesses that can anticipate changes and position themselves advantageously.
1) The document discusses major global risks facing businesses today that are more interconnected and volatile than in the past. These risks can disrupt markets worldwide and are difficult to anticipate.
2) It identifies 36 global risks classified into economic, geopolitical, societal and environmental categories. The ten risks seen as most likely to greatly impact business are listed.
3) The summary explains that global risks present new opportunities for businesses that can react quickly to anticipate changes. However, most businesses only prepare for past events and fail to consider future risks, despite evidence that exogenous risks increasingly affect companies.
1) Risk plays an inherent role in companies and effective risk management is important, especially given increased globalization and lean supply chains.
2) Companies should analyze their risk profiles by considering the probability and potential cost of events to determine how to mitigate high probability/high cost risks or communicate low probability/high cost risks to investors.
3) Identifying all potential risks, no matter how unlikely, and understanding their consequences is important, as unlikely but high impact events can significantly affect companies, as examples like the BP oil spill show.
In 17th century Europe all observable swans were white and by extension all swans were therefore assumed to be white. No non-white swan had ever been observed. In the 18th century, however, black swans were discovered in Western Australia and that discovery undermined the statistics of swans to that date. Previously, the “risk” of a Black Swan was essentially nil, but upon recognition that the improbable was not the same as the impossible the possibility of Black Swans became more likely.
What had changed that made Black Swans more probable? Simply put our perceptions were broadened. In this article we will look at large programs, what creates the possibility of Black Swans and what are some of the new risks we must pay attention to.
Possibility of Black Swans
Program Management is very much about meeting the challenges of scale and complexity. These challenges largely focus on the management of known knowns and known unknowns. But large programs by their very nature move into a new neighborhood where previously rare unknown unknowns are more prevalent. In effect large program risks grow in new non linear ways. What causes this growth? Simply put:
- Scale and complexity move you into a new neighborhood where black swans may be more common
- Scaling drives non linear and non correlated growth in risks
- Complexity masks existing risks
- Complexity creates new risks
So what are Black Swans?
My paper in this month\'s issue of PM World Today tries to provide some guidance for those responsible for large engineering & construction programs.
1. Operational risk has historically been reactive rather than proactively managed, but regulatory changes like Basel II require banks to explicitly measure and hold capital for operational risk.
2. While measurement is important for management, models based solely on historical loss data have limitations given constant changes in technology and organizations. Overreliance on quantitative models can distract from effective operational risk management.
3. The goal of operational risk management is to reduce the frequency and impact of rare but major events, rather than focus only on more frequent minor losses. A balanced, qualitative and quantitative approach is needed.
The document discusses risk management in the public sector. It defines risk as the uncertainty of outcome, whether positive or negative, of actions and events. It describes evaluating risks based on likelihood and impact. Challenges for the public sector include increased complexity, partnerships, expectations and media attention. Risk management must consider strategic, operational, financial, behavioral and other categories of risk. Performance reporting should include risk information.
The document discusses different types of problems including 'tame', 'messy', and 'wicked' problems and how their complexity relates to approaches for risk management. It also examines the differences between management and leadership strategies for addressing uncertainty and ambiguity depending on the problem type. Effective risk management requires qualitative approaches for 'wicked' problems with high behavioral complexity and ambiguity.
These slides are from The Risk Doctor, David Hillson's, section of the presentation at the recent APM Wessex branch afternoon risk workshop. This event was held at the Ageas Bowl in Southampton on Tuesday 1st April 2014.
David Hillson is an honorary fellow of APM and is known globally as 'The Risk Doctor'. David is well-known as an excellent speaker, presenter and trainer. Countless individuals, teams and organisations have benefited from his blend of thought-leadership with practical application, presented in an accessible style that combines clarity with humour. David’s speaking is guided by the Risk Doctor motto: “Understand profoundly so you can explain simply”.
David sat on the panel of experts for this workshop-based event and shared his expertise with delegates who were looking for a learning experience in risk.
The document discusses findings from a study on whistleblower incentives and protection in finance departments. Three key themes emerged: 1) lack of ethical leadership discourages whistleblowing due to fear of retaliation, 2) mutual mistrust between leaders and staff prevents reporting of unethical behaviors, and 3) without whistleblower protections, corruption continues harming social welfare. The findings validate anticipated themes from literature and suggest finance departments should implement stronger incentives and protections to curb unethical practices through whistleblowing.
The Truth About Fat Tails And Black Swansmarc_gross
This document discusses how FinAnalytica can help hedge fund investors in the current market crisis by analyzing tail risk and black swan events. It argues that normal distributions do not accurately capture risk and that downside risk measures like expected tail loss are more informative for investors than traditional measures like value at risk. FinAnalytica uses statistical modeling techniques on manager returns to provide meaningful insights into risk drivers and anticipate how different market scenarios could impact performance.
The business case for resilience - Arcadis SingaporeSherine Chng 庄淑敏
This document discusses the importance and benefits of resilience for cities. It defines resilience as the ability to withstand and recover from shocks and stresses like natural disasters. The document advocates for a holistic approach to resilience that considers physical infrastructure as well as social and economic factors. It provides examples of city resilience projects underway in New Orleans and Wuhan that are implementing flood protection and green infrastructure solutions to make the cities more resilient to flooding and climate impacts.
This report examines how to build resilience in city infrastructure systems. It analyzes four key infrastructure areas - energy, water, ICT, and transport - through three case studies. The case studies demonstrate how past catastrophic events have impacted infrastructure and how stakeholders responded. The report then provides recommendations for infrastructure owners and operators to move beyond risk management of individual assets and instead build resilience within and between infrastructure systems. This includes considering how infrastructure performance may change under stress or shock events. The goal is to help cities better manage risk and recover more quickly from future disasters.
This document provides an overview of key concepts in risk management for project management. It defines common terms like risk, risk tolerance, risk levels and sources. It also outlines the seven steps of the risk management process: 1) plan risk management, 2) identify risks, 3) analyze risks qualitatively, 4) analyze risks quantitatively, 5) plan risk responses, 6) implement responses, and 7) monitor risks. Quantitative analysis techniques are discussed like expected monetary value analysis and qualitative techniques like risk priority assessment. Response strategies and closing of risks are also covered.
Novaminds LE LAB’ - Le facteur humain en situation de criseJulieNovaminds
Novaminds dispose d’une activité de Recherche centrée sur son cœur de Métier, pour anticiper les mutations réglementaires, économiques, sociétales et technologiques.
Portée par notre Laboratoire de Recherche et d’Innovation, cette activité se déploie pleinement dans le cadre de la R&D : carrefour de nos expertises et de nos réflexions, ces travaux irriguent l’intégralité de nos Publications, Enquêtes et Dossiers thématiques et nous permettent de fournir à nos Clients des services de pointe à forte valeur ajoutée.
Nos collaborateurs sont partie prenante dans les travaux de R&D afin de permettre de développer de nouveaux savoirs.
Les travaux R&D de Novaminds contribuent à alimenter l’écosystème financier.
1. Perfect Storm Reality and Risk, Reward and Regret in Complex Project Environments PMOZ 2010, Brisbane, 23 – 26 August 2010 Terry McKenna CDipAF MBA MProjMgt PMP
2. contents complexityrules projects: in the eye of the (perfect) storm complicated or complex? reframing reality a mirror of our assumptions accommodating stakeholder perspectives in projects a different look at risk recognising risk risk,reward & regret managingrisk assumptions analysis seeing complexity: analysis of risk interdependencies risk containment: source and scope 2
3. Financial Markets Security The Australian, 23rd March 2010, p.21 Financial Times, 17th October 2006 Special Report, p.1 Environment Globalisation HOT RISK AFR, 23rd March 2010, p.1 BRW, 8 - 16th March 2007 It’s impossible to ignore the dominant impact of Risk in business and investments.. ..and in a projectised world, projects are at the Epicentre of Risk So, the challenge is to confront our conventional perspective of projects... 3
4. Projects are Evolutionary (changing the Triangle) Complexity rules “Dynamic” Path for “radical innovation?” Mechanistic Synchronistic Environment Identity Reductionistic Time Cost “Static” Ruled by “Iron Triangle” Multiple characteristics Scope [Project well defined and bounded] [Project part of a greater world] “Epistemic Object” “Eco-System” Project Identity 4
5. complex? or complicated Component relationships (cause and effect) understood Component relationships (cause and effect) unclear Many, but finite, combinations and permutations Infinite, unknown combinations and permutations Rule-driven Behaviour-driven Ability to accurately model and validate Hypothesis-based models / simulations Deductive thinking Inductive thinking 5
6. complex? or complicated Invalidated assumptions Complex Complicated Increased Understanding Complicated system can become ‘complex’ as the assumptions constrain our interpretation... ... Some “complexities” become ‘merely’ complicated as our understanding grows Similarily, Project Management is emerging to cope with complexity... 6
7. coping withcomplexity SCRUM (from Software Engineering) recognizes the distinction between ‘Complicated’ and ‘Complex’, driven by degrees of uncertainty(technology) and ambiguity (requirements)... Source: http://lostgarden.com/2006/04/managing-game-design-risk-part-i.html 7
8. coping withcomplexity HOW to Implement Objectives Unclear Clear in the work of project management, the CCPM and DMO recognise that “complex” projects are different... Unclear Domain of “Complexity” WHAT Objectives are to be Achieved ...but is this always ‘complex’ or merely ‘highly complicated’... Clear Adapted from CCPM/DMO Complex Project Managers Standard Version 2.0 (2006) 8
9. coping withcomplexity Technology Shenhar and Dvir (2007) anticipate the need for a ‘new model’ for managing projects... Super-High-Tech High-Tech Medium-Tech System Array Assembly Lo-Tech Novelty Complexity Regular Derivative Platform Breakthrough ...evaluating them on their performance/characteristics. Fast/competitive Time-critical Blitz Pace Shenhar, A.J. & Dvir, D. (2007), Reinventing Project Management: The Diamond Approach to Successful Growth and Innovation, Harvard Business School Press : Boston, MA. 9
10. reframingreality in a complex world, project “reality” becomes: Ambiguous Subjective ...a ‘mirror of our assumptions’ For Risk Managers, the challenge is to determine the ‘reality’ in the eyes of the stakeholders... The lack of evidence of something is not conclusive proof of its non-existence... We need to focus upon recognising risks in this reality... 10
11.
12. arabic: رزق,"rizk", to seek propensityThese two perspectives are critical to appreciating the diversity of stakeholder interests when addressing risk... 11
19. risk,reward and regret The Australian, 22 June, 2010. “Regret is the amount of self-insurance we can tolerate...a cut-off point below which we simply cannot bear the consequences of a wrong decision.” Dembo, R.S. & Freeman, A. (1998), The Rules of Risk: A Guide for Investors, John Wiley & Sons : New York, NY; p. 77. Attitude to reward and regret will be influenced by... Marginal benefit / utility: upside or downside relative to current situation Risk “portfolio”: consideration of project “liquidity” – are there sufficient reserves to cover total exposure, i.e. (P(rN) *I(rN)) 14
20. managingRISK “The Commanding General is well aware that the forecasts are no good. However, he needs them for planning purposes.” Arrow (1992) We look to trends and patterns from past events as portents for future outcomes. Bust of Janus, Vatican Museum But in a complex world, why do we rely so very heavily upon the past as a reliable predictor to the future? 15
21. managingRISK Unknown Unknowns Unknown Knowns “There are known knowns. These are things we know that we know. There are known unknowns. That is to say, there are things that we now know we don’t know. But there are also unknown unknowns. These are things we do not know we don’t know...” Donald Rumsfeld , February 2002 Unknown Perform ‘due diligence’ Undertake Discovery Process RISK AWARENESS Known Knowns Known Unknowns Treat as Active Issues Active Risk Management Known Rumsfeld’s words won him Britain’s “Foot-in-Mouth Award”, but they are an (in)articulation of the importance of risk awareness and understanding... Unknown Known RISK UNDERSTANDING ...situational awareness is vital in knowing what to do.... 16
22. managingRISK in our ‘conventional’ Risk Management approaches, we expect phenomena to behave ‘normally’ over time... Experiments by Sir Francis Galton (1822-1911) with seed sizes c. 1875 demonstrated nature’s propensity for normal distributions and ‘regression to the mean’. +1 +2 +3 -3 -2 -3 ...but in a Complex World we struggle to find big enough sample (‘same’ event) to achieve real ‘statistical significance’ (p>=0.95) or “moral certainty”? ‘mean’ indeterminate or moving over time results from a large number of trials should be close to the expected value (mean), and will tend to become closer as more trials are performed. Law of Large Numbers & Regression to the Mean each ‘observation’ or event is independent of others. each ‘observation’ or event of interest is the culmination of other events and/or interdependent upon others . Independent Observations 17
27. containingRISK Risks can be assessed and contained through understanding their scope and source, relative to the project boundaries Organisational Interfaces Delivery Capability Specific RISK SCOPE Delivery Approach Governance / Engagement Systemic however, in a complex world, with fuzzy boundaries, the relationships, or inter-dependencies, between risks need to be assessed... External Internal RISK SOURCE 19
28. ARId:assessment of risk inter-dependencies Assessment of Risk Inter-dependencies (ARId) is a technique which focuses upon understanding how changes in risks have a potentially cascading effect upon other risks Impacts upon Effected Risk(e) Change to Causal Risk(c) 20
29. ARId:assessment of risk interdependencies ARId example applied to the technology portfolio of Asia-Pacific financial institution 21
30. re-cap complexityrules complexity has many expressions, reflected in financial, environmental, technological, and political environments projects often find themselves in the eye of the Perfect Storm project management is evolving rapidly in response to the challenge of dealing with complexity reframing reality re-thinking ‘reality’ in terms of being ambiguous and subjective this impacts how we address risks a differentlook at risk uncertainty is not (necessarily) the same as risk duality of risk – reward and regret understanding stakeholders’ risk attitudes managing risk knowing what we know and don’t know, and responding accordingly assumptions analysis - beyond the crystal ball seeing complexity: analysis of risk interdependencies risk containment: source and scope 22
31. Indebted to d. apgar k. baxter p. l. bernstein r.s. dembo & a. freeman a. shenhar & d. dvir n.t. taleb 23
32. 24 Perfect Storm: Reality and Risk, Reward and Regret In Complex Project Environments Terry McKenna CDipAF MBA MProjMgt PMP Phone: +61 (0)414 654 459 E-mail: terrym@startprojectmanagement.com