More trends and future developments for risk-management Flashcards

1
Q

COMPLEX AND CONNECTED RISKS - THE MODERN WORLD AND GROWTH IN EMERGING RISKS - COMPLEXITY

What are the 3 primary and interrelated causes of new or changing risks?

What is complexity?

What does complexity add to?

How is complexity increased? (5)

A

(1) Complexity
(2) Interconnectedness
(3) Globalisation

Complexity is partly a function of globalisation and interconnectedness, but these are not the only sources of complexity

Complexity adds to the potential for risks to emerge or for large increases in probability and impact

Complexity is increased by many factors, including:
1. developments in IT, the internet and social media;
2. increase in the volume /scope of regulation, (e.g. CG and environmental protection)
3. the size and structure of organisations
4. long supply chains, especially when international;
5. the use of outsourced service providers.

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2
Q

COMPLEX AND CONNECTED RISKS - THE MODERN WORLD AND GROWTH IN EMERGING RISKS - INTERCONNECTEDNESS

Name an event that highlights and demonstrates the interconnectedness of the modern world.

What does this show? (3)

Why may significant risk exposures emerge?

A

The Fukushima Daiichi disaster (tsunami event caused by an earthquake led to property damage and damaged the Japanese economy) shows interconnectedness can occur across country borders, markets and risk types

(1) One risk (a geological event) can affect another (stability of the financial system).
(2) One market (the energy market) can affect other markets (the supply of manufacturing goods).
(3) An issue in one country can affect other countries, or even the whole world.

= some interconnections can be hard to detect or assess (significant risk exposures may emerge)
E.g., it is very difficult to predict how financial markets may react to events such as a terrorist attack or an earthquake

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3
Q

COMPLEX AND CONNECTED RISKS - THE MODERN WORLD AND GROWTH IN EMERGING RISKS - GLOBAILISATION

What is globalisation?

What has contributed to globalisation? (3)

What is the benefit of globalisation?

What are the risks caused by globalisation? (6)

A

= the trend of increasing interaction between nations and people of the world

(1) Advances in travel and communication technology, coupled with (2) fewer restrictions on international trade and (3) the free movement of people

Benefit = has helped to improve economic development around the world

Risks include:
1. cross-cultural misunderstandings, where a product name or marketing campaign may cause offence in certain countries (Ford Nova)
2. political extremism and even terrorism fuelled by concerns around a loss of cultural identity;
3. unbalanced economic development as labour and capital move to more desirable locations;
4. national businesses and organisations may find it hard to compete with multi-nationals;
5. local IT infrastructures become vulnerable to attacks from around the world;
6. increased levels of complexity and interconnectedness in areas like financial markets

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4
Q

MANAGING EMERGING RISKS

What is an emerging risk? (2)

How are emerging risks categorised?

Name 4 current examples of emerging risks.

Why are emerging risks had to assess and control?

What are the 4 techniques for assessing and controlling emerging risks?

A

Emerging risks are one of the following:
(1) a completely new risk that has only recently emerged; or
(2) an existing risk that increases in significance (probability and impact).

Emerging risks are characterised by high levels of uncertainty and change

  1. The network economy
  2. Social media and digital natives
  3. Disruptive technologies
  4. Global pandemics

Emerging risks are hard to assess and control due to high degree of uncertainty and unpredictability

  • Techniques for assessing and controlling emerging risks include:
    1. board-level strategic risk assessments;
    2. scenario planning and reverse stress testing;
    3. resilience and reputation risk-management; and
    4. fostering a culture of creativity, mindfulness and situation awareness
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5
Q

MANAGING EMERGING RISKS - BOARD LEVEL STRATEGIC ENVIRONMENT EMERGING RISK ASSESSMENTS

Risks often emerge from what?

Why should the Board identify emerging risks? (2)

What technique can be used to facilitate a strategic environment emerging risk assessment?

A

Risks often emerge from the broader strategic environment as a result of factors like complexity, interconnectedness and globalisation

(1) The board’s knowledge of the strategic environment makes it well placed to identify emerging risks (board members require a good understanding of the broad PESTEL environment)
(2) Board members may have experience in multiple organisations or sectors.

PEST analysis is a strategic tool that can be adapted to help identify emerging risks

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6
Q

MANAGING EMERGING RISKS - SCENARIO PLANNING AND REVERSE STRESS TESTING

What is scenario planning?

How can it be simple or complex? (What is systems thinking?)

What is reverse stress testing?

What is the purpose?

What does it help an organisation do?

Where is reverse stress testing especially common?

A

Scenario planning = a structured way for organisations to understand their future, as well as the risks and opportunities that may be associated with this future.

Can be as simple as a group of people discussing future risks and opportunities OR can be more complex and involve techniques like systems thinking = a structured thought process that involves mapping out systems and relationships between systems

Reverse stress testing is a particular application of stress and scenario testing.

Purpose = to assess the circumstances under which the organisation will become non-viable

= helps an organisation to understand its vulnerabilities and how extreme future events may affect its ability to continue as a GC and help better prepare for them

Especially common in financial services, where regulators such as the PRA require financial institutions to undertake reverse stress testing

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7
Q

MANAGING EMERGING RISKS - SCENARIO PLANNING AND REVERSE STRESS TESTING

How does reverse stress testing differ from conventional stress testing?

A

Conventional stress testing examines the effect of low probability and high impact risk events on an organisation

Reverse stress testing goes further, to examine destructive events that threaten the solvency of an organisation.
= The idea is to determine the financial breaking point of an organisation.

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8
Q

CURRENT EXAMPLES OF EMERGING RISKS - THE NETWORK ECONOMY

What is the internet of things?

What are the 3 organisational benefits from the internet of things?

What are 3 risks?

A

The growth in devices and appliances connected to the internet has resulted in what is called ‘the internet of things’ with the aim of making life easier

Organisational benefits from the internet of things include (1) improved customer service, (2) supply chain and operational efficiency and (3) new forms of collective working via file sharing, video conferencing

New risks have emerged from this growth of the ‘internet of things’ incl.
1. Cloud-based computing creates new data security and integrity challenges.
2. Hackers look for vulnerabilities in devices like homes, TVs and fridges, which may not be as protected as traditional computers.
3. Fraudsters may be able to exploit security weaknesses to obtain financial rewards

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9
Q

CURRENT EXAMPLES OF EMERGING RISKS - SOCIAL MEDIA AND DIGITAL NATIVES

Name 3 risks that social media has led to.

Who are digital natives?

What is the key risk that has emerged with the growth of digital natives?

A
  1. Personal privacy and the security of personal identity;
  2. fake news;
  3. social media reputation storms where videos, events and opinions may be spread around the world in a few hours.

Those born from 1990s onwards who have grown up with technology and have different attributes towards social media and the nature of privacy = comfortable conducting lives over the internet

cyber bullying = where social media is used to bully individuals and groups.
*Organisations additionally have to address cyber bullying in the workplace.

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10
Q

CURRENT EXAMPLES OF EMERGING RISKS - DISRUPTIVE TECHNOLOGIES

new technology like smartphones, internet and social media have led to what?

Name 5 examples.

Disruptive technologies create what kind of risks?

Organisations that try to exploit disruptive technologies can experience what? (4)

A

Led to the emergence of disruptive technologies that threaten established organisations and business models.

Examples include:
1. Transportation (uber)
2. peer-to-peer lending;
3. app-based product ordering and payment services
4. 3D printing
5. price comparison services.

Create strategic risks for established organisations who may find that they are superseded by new entrants that are better able to exploit modern technology.

Organisations that try to exploit disruptive technologies can experience a range of implementation risks including (1) legal challenges, (2) hacking attacks, (3) system failures or (4) operational risks, especially if the organisation grows too fast for its operational processes

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11
Q

CURRENT EXAMPLES OF EMERGING RISKS - GLOBAL PANDEMICS

What were the 2 lessons for organisations from Covid-19?

What is the relevant case study?

A

(1) expect the unexpected and not ignore even the most extreme adverse scenarios = be ready to manage impacts far greater than imagined previously
(2) highlighted the importance of effective contingency planning, adapting to change, and organisational learning

Case study = H-E-B:
* Supermarket based in Texas was praised for early response to Covid = maintained supply chains and coped with sudden changes in consumer demand while keep staff and customers safe

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12
Q

CHANGING KNOWLEDGE AND SKILL

Human capital is one of the most important intangible assets an organisation has.

What should be a key priority for senior management and the board?

Over the last decade, there have been a number of structural changes in the workspace including what 3 things?

A

Attracting the right talent (skilled, educated and adaptable employees)

  1. more low to mid-level jobs are being outsourced to emerging markets or computers.
  2. Rapid advances in technology requires continuous employee training to remain agile and up-to-date
  3. Increase in flexible and remote working = organisations have to rethink how they manage and train their employees
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13
Q

CHANGING KNOWLEDGE AND SKILL - IN-DEMAND SKILLS

What are the 5 most in-demand skills and why?

Many roles increasingly combine a need for what?

Name 6 personality traits that are greatly sought after by prospective employers.

A

= data science, application development, cloud computing, digital marketing and advanced statistical modelling are in demand (due to rapid advances in technology and a shift towards digital culture)

Many roles increasingly combine a need for in-depth specialist knowledge and an aptitude for ‘big picture thinking’

Personality traits such as attitude, motivation, curiosity, collaboration, adaptability and agility are greatly sought after by prospective employers.

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14
Q

CHANGING KNOWLEDGE AND SKILL - TALENT SOURCING

Why have employee turnover rates increased dramatically?

What does this mean for organisations? (2)

Name 6 souring tactics.

A

= people have become more mobile (no longer want ‘job for life’)

(1) forced organisations to tap into the market of external candidates across different managerial levels
(2) Organisations have realised that hiring talent requires a well thought-out process and creative sourcing tactics, such as:

  1. making use of social media platforms such as LinkedIn;
  2. forming partnerships with college communities;
  3. organising company insight sessions;
  4. creating talent referral programmes;
  5. building databases of prospective employees before vacancies are available
  6. redesigning job specs to explain how a particular job opportunity can benefit the applicant instead of focusing on the needs of the employer
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15
Q

CHANGING KNOWLEDGE AND SKILL - TALENT MANAGEMENT

How has talent become a form of currency?

Talent management has become a strategic tool within HR planning, aimed at what?

What are the 2 benefits of talent management?

What are the 6 key components of talent management?

Who typically develops and manages talent management programmes?

A

Talent has become a form of currency = an intangible asset which directly contributes to an organisation’s profits and losses.

aimed at creating value by aligning the business strategy with its workforce

Benefits
(1) should create a competitive advantage for the organisation and helps sustain LT performance and innovation
(2) continuously reviewing talent management means the organisation can capitalise on its talent employers to grow and expand into new market

The key components of talent management are:
1. strategic employee planning = connects the organisational strategy to talent needs;
2. talent acquisition and retention = recognises the importance of in-house development;
3. performance management = aligns the right person with the right role
4. Learning and career development programmes
5. compensation structures = recognise and reward employees
6. succession planning = ensures the sustainability of the strategy execution process.

HR or a designated talent management executive with a direct communication line to the board

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16
Q

CHANGING KNOWLEDGE AND SKILL - TALENT TRAINING

Why are the 3 benefits of employee training?

What is the disadvantage?

What are 3 popular ways to engage and train employees?

A

(1) training offers an opportunity to expand the knowledge base of all employees for the benefit of improved performance, job satisfaction and morale.

(2) Employees who receive formal training are more confident, engaged and better able to perform their roles = increased productivity and reduced employee turnover

(3) Enhances the organisation’s reputation and profile, which in turn makes it easier for this organisation to attract top talent

Disadvantage = expensive

  1. Corporate mentoring schemes
  2. Reverse mentoring initiatives (younger employees train more senior staff) on topics like technology and media trends
  3. Blended learning (classroom and online training) = popular and affordable option for developing employees
17
Q

CHANGING KNOWLEDGE AND SKILL - TALENT RISK-MANAGEMENT FRAMEWORKS

What type of risk is talent risk?

What is talent risk-management?

The central elements of talent risk assessment focus on what? (6)

What are 5 issues?

A

= a business risk.

Talent risk management = the process of assessing the organisation’s employee needs and its hiring capacity, compared to what skills are available internally and externally.

Focus on organisational and employees’ alignment, capability, cost, capacity, connection and compliance.

Issues include
1. misalignments between the current business strategy and the available internal talent pool.
2. ability to develop talent internally
3. cost of developing the existing workforce versus hiring externally
4. risk of an organisation’s top talent becoming disengaged
5. risk of employees participating in talent programmes not complying with relevant laws and regulations

18
Q

CHANGING KNOWLEDGE AND SKILL - THE WORKFORCE OF THE FUTURE

Automation and artificial intelligence technologies are changing the nature of work. What does this mean for employees?

What will organisations need to do?

What skills are expected to increase in demand? (2)

A

Certain skills are becoming obsolete in favour of new skills of the future as employees increasingly interact with machines in the workplace
= jobs that are built around skills such as basic data input and processing are expected to decline

Organisations will need to execute multiple complex restructurings in order to adapt to the new digital world

(1)Social and emotional skills = entrepreneurship, leadership and managing others
(2) cognitive skills =creativity, critical thinking and decision making

19
Q

CHANGING KNOWLEDGE AND SKILL - THE ROLE OF THE BOARD

What is the role of the board? (2)

How does management assist?

To more effectively oversee talent risks, what should the board ensure? (5)

A

(1) Plays a key role in overseeing the implementation of appropriate talent strategies and managing talent risks

(2) should ensure that the organisation has an effective and robust talent management process in place which is capable of delivering value for stakeholders

Management should provide assurance that talent risk is being proactively assessed, monitored and managed

The board should ensure that:
1. issues such as diversity and pay gaps should be incorporated within the talent management framework;
2. succession planning process in place;
3. a designated talent management director is appointed to address talent-related risks

20
Q

DIGITAL TRANSFORMATION - BIG DATA

What is digital transformation?

Name an example.

What is big data?

From a risk management perspective, what can big data be used to do? (2)

A

= the modernisation of an organisation’s internal and external processes using the latest technology

E.g. digital marketing (example of an external process) and cloud technology to store and process data (internal process).

Big data = the term used to describe datasets that are so voluminous and complex that they cannot be managed using traditional data-processing techniques

(1) Big data can be used to help identify and assess risks, especially emerging risks where there is comparatively little statistical data on probability or impact.
(2) be used to help identify connections and correlations between risks

21
Q

DIGITAL TRANSFORMATION - BIG DATA

What 6 things does big data incorporate?

A

Big data incorporates:
1. Analysis of extremely large and complex data sets, which cannot be analysed using traditional data analysis techniques (statistics and relational databases).

  1. Techniques for coping with rapid changes in data (social media trends).
  2. The use of data collection algorithms to ‘mine’ data.
  3. The analysis of quantitative and qualitative data.
  4. Tools for visualising complex relationships between data sources
  5. Behavioural analysis to investigate human attitudes
22
Q

DIGITAL TRANSFORMATION - BIG DATA

How can big data be managed?

What do big data techniques include?

What is an important aspect of big data management?

Name 4 examples of visualisation tools that can be used.

A

Big data can be managed using sophisticated data-capture and analysis techniques

Big data techniques include the use of search algorithms and artificial intelligence

Data visualisation is an important aspect of big data management.

A variety of visualisation tools can be used, including:
1. 3D scatter plots
2. Gantt charts
3. heat maps
4. tree maps

23
Q

DIGITAL TRANSFORMATION - AUTOMATED DECISION MAKING

What is automated decision making?

What are the opportunities? (2)

Automated decisions may be based on what?

What are the advantages? (2)

What are the disadvantages? (2)

A

= where decisions are made by a computer rather than a human

(1) can be used to reduce costs and to speed up decision-making processes
(2) can be used to support RM decision making e.g., turn on a sprinkler system in event of fire

Automated decisions may be based on decision algorithms that are pre-programmed by human operators or they may be given greater levels of freedom as part of an artificially intelligent system

Advantages of automated decision-making = Speed and consistency

Disadvantages of automated decision-making
Errors in decision making = (1) In the case of algorithmic decision making, this is likely to be caused by human error when programming the decision algorithm
(2) In the case of AI-supported decisions, it could be that the computer makes its own mistakes based on any flaws or limitations in its ability to learn

24
Q

DIGITAL TRANSFORMATION - AUTOMATED DECISION MAKING - ALGORITHMIC DECISION-MAKING

What is algorithmic decision-making?

Where is it used?

How is it used?

A

= where a human operator provides a system with one or more programmed responses to specific situations

Used in the prevention of fraud and financial crime to detect and block suspicious transactions.

Human operators set the parameters and closely monitor, but are not required to be present at all times BUT human intervention is possible where necessary

25
Q

DIGITAL TRANSFORMATION - AUTOMATED DECISION MAKING - ARTIFICIAL INTELLIGENCE

Decision-making systems that use AI have greater what?

AI systems are often combined with what? Why?

What are they used for?

Is human intervention necessary?

A

have greater decision making autonomy.

Often combined with big data techniques to support the collection and processing of large amounts of data.

Used to manage market risks within financial markets = monitor financial market movements for patterns that can be exploited for profit.

Do not require monitoring by human operators but it is possible to do so and for humans to intervene where necessary

26
Q

DIGITAL TRANSFORMATION - AUTOMATED DECISION MAKING - GOVERNANCE AND COMPLIANCE IMPLICATIONS

Most legal and regulatory regimes are based on the notion of what?

Is this assumption reliable with automated decision making?

General Data Protection Regulation includes articles relating to what?

Where an organisation uses automated decision making, they are required to do what 3 things?

A

Notion of human agency = where humans are responsible for their own decisions and actions, individually or as a collective (a board of directors, for example)

The assumption of human agency and responsibility becomes less reliable with the automation of decision making =Is possible to identify the human element in the case of algorithmic decisions but this is less clear for AI decision systems

GDPR includes articles relating to automated decision making

  1. make the use of these systems clear to stakeholders;
  2. allow stakeholders to challenge automated decisions and to require human intervention; and
  3. carry out regular checks to ensure that systems are working as intended
27
Q

DIGITAL TRANSFORMATION - OTHER NEW TECHNOLOGIES

There are a number of other rapidly emerging technologies with major impact on business and wider society.

Name 6 examples.

A
  1. Blockchain technology
  2. Robo-advisor technology
  3. Facial recognition systems
  4. Voice or speaker recognition
  5. Augmented reality
  6. Self-driving software
28
Q

DIGITAL TRANSFORMATION - MANAGING RISKS IN A DIGITAL WORLD

Why is embracing digital transformation necessary for an organisation? (2)

Name 6 of the 12 pillars the new digital economy is built on.

A

(1) it is a way for organisations to increase their value = Ignoring digital transformation significantly erode value.
(2) helps org understand how technologies affect consumer behaviours = requires a shift in corporate culture

The new digital economy is built on the following 12 pillars:
1. Knowledge
2. Globalisation
3. Digitalisation
4. Integration and online working
5. Innovation
6. Virtualisation

29
Q

DIGITAL TRANSFORMATION - DIGITAL RISKS

Risk management frameworks and techniques must be redesigned to avoid unintended consequences of digital transformation.

What are 4 key types that digital risks can be split into?

What should organisations do as a result of each of the 4 key types?

A

(1) The risk that an emerging technology will significantly impact future profitability

= avoid structurally disruptive technologies that can put revenue generation capabilities at risk.

(2) The risk that new technologies are adopted too early or are irrelevant to the business model, resulting in significant costs and very little benefits

= be mindful of the development and/or integration costs versus benefits and organisational culture readiness

(3) The risk that the newly adopted technologies create additional risks that are not properly captured within the existing RM framework

= assess the ability of current RM framework

(4) The risk that new digital economy enables negative information to be spread globally almost immediately that cannot be effectively managed or controlled

= manage reputational risk

30
Q

DIGITAL TRANSFORMATION - THE ROLE OF THE BOARD

What is the role of the board? (3)

A

(1) to understand that traditional RM techniques alone are not sufficient to deal with risks arising from the digital age

(2) ensure good governance and regular discussions around emerging risks arising from the digital age

(3) prioritise putting RM at the heart of decision making