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Mekelle university
I
Institute of Mechanical &
Industrial Engineering
Content
o What is risk
o Risk analysis
o Methods of risk analysis
o Data collection
o Out puts
o Important Factors &
stakeholder
II
Samuel G. MSc
Risk
Possibility of events that may have impact
(negative or positive) on objectives and
strategies.
Risk is made up of two things: the probability of
something going wrong, and the negative
consequences that will happen if it does.
“Even a correct decision is wrong when it was
taken too late.” - Lee Iacocca
Risk is inherent with any project, and project
managers should assess risk continually and
develop plan to address them.
Why do cars have
break???
1
Samuel G. MSc
If risks are not considered and controlled, you will
not be able to minimize their impact on the
schedule, scope, cost or quality.
It is possible for a project to be stopped
For example
 If the availability of resources become an issue, or
 The potential benefits might not be sufficient.
…….cont’d.
2
Samuel G. MSc
Types of Risk
Risk exist the moment a project is conceived .
Organization and stakeholders are willing to accept
varying degree of risks. The is called risk tolerance.
Risk categories helps organize, rank and isolate risks
with in the project.
Systematic
Due to the influence of
external factor in org.
Uncontrollable by an org.
Macro in nature
Unsystematic
Due to the influence of internal
factors prevailing within org.
Controllable by an org.
Micro in nature
3
Samuel G. MSc
RISK ANALYSIS
Risk analysis is a systematic process to estimate the level of risk for
identified and approved risks. This involves estimating the
 Probability of occurrence
 Consequence of occurrence and
 Converting the results to a corresponding risk.
RISK =likelihood*consequence
Example
In a project the risk of supplier delivering some material late is
quite common, and could have a relatively serious impact on
the project schedule. If the risk of probability is 0.6 and the
impact is quantified as 0.5, then the total risk score will be
Risk = 0.6*0.5 =0.30
4
Samuel G. MSc
Steps of Risk Analysis
1st Step Identify Risks
2nd Step Assess event to determine levels of risk
3rd Step Identify Methods to Manage Risks
4th Step Implement Methods
5th Step Manage and Evaluate
5
Identify risk
Assess
event to
determine
levels of risk
Identify
Methods to
Manage
Risks
Implement
Methods
Manage
and
Evaluate
Samuel G. MSc
Components of Risk Analysis
Risk assessment provides information on
the extent and characteristics of the risk
attributed to a hazard.
Risk management includes the activities
undertaken to control the hazard.
Risk communication involves an exchange of
information and opinion concerning risk and
risk-related factors among the risk assessors,
risk managers, and other interested parties.
6
Samuel G. MSc
There are two kinds of methods used for
determining the level of risk of our
business. The methods can be:
 Qualitative Methods
 Quantitative Methods
Methods of risk analysis
7
Samuel G. MSc
Qualitative Methods
This is the kind of risk analysis method most often
used for decision making in business projects;
entrepreneurs base themselves on their judgment,
experience & intuition for decision making.
In this level risk is low and does not warrant the time
and resources necessary for making a full analysis.
Also used when the numerical data
available are not adequate
Its all about figuring out two things
 How likely is it occur??
 What would it be its impact??
8
Samuel G. MSc
o Probability/impact matrixes
o The Top Ten Risk Item Tracking
o Expert judgment
o Delphi technique
o Heuristics (rule of thumb)
o Check list analysis
Techniques Of Qualitative Method
9
Samuel G. MSc
Probability/impact matrixes
The relative probability of a risk occurring on one side of a matrix
and the relative impact of the risk occurring on the other.
List the risk and then label each one as low, medium, or high in
terms of its probability of occurrence & its impact if it did occur
10
Samuel G. MSc
E.g. say you have to cross a road & you try to figure it out what
a risk associated with this is.
1st scenario our hazard is bicycle
Lets assume only 1 bicycle is allowed in these road every 5
minute down that road, lets also assume that road is not busy
Now because of that bicycle don’t go very often the likelihood
of the bicycle crush's in to you is low if the bicycle crush's in to
you the consequence would be low
There fore the over all risk is low
2nd now obviously if there are bicycles traveling more
frequently the likelihood of the crash would be higher but the
consequence of the bicycle crash's into you would be low
3rd but what if things be different lets change that bicycle in to
truck, 1 truck passing every 5munite the likelihood of the crash
would be still low, how ever the consequence is far more sever
(higher).
11
Samuel G. MSc
Now imagine if it’s a busy truck road & truck going
in this road very frequently in this scenario both
likelihood and consequence are high, which means
the over all risk is high
…….cont’d.
12
Samuel G. MSc
Quantitative Methods
It’s a numeric estimate of the overall effect of risk on the project
objectives such as cost and schedule.
It’s primary purpose of quantitative risk analysis is
 Quantify the risk exposure
 Determine the size of the cost and the schedule contingencies.
13
Samuel G. MSc
Techniques of quantitative method
• Expected monetary value (e.g. decision tree
analysis)
• Monte Carlo analysis
• CPM
• Program evaluation and review technique (PERT)
• Sensitivity analysis
• Variance trend analysis
14
Samuel G. MSc
Monte Carlo Simulation
Its mathematical technique that allows you to account for risks
in decision-making.
It helps you determine the impact of the identified risks by
running multiple simulations and finding a range of outcomes.
Gives you a range of possible outcomes and the probabilities
that will occur for any choice of action.
You can run this simulation to analyze the impact of the risks on
cost, schedule estimate etc.
15
Samuel G. MSc
Example: Suppose that you have three activities with the
following estimates (in months).
Activity Optimistic Most likely Pessimistic PERT Estimate
A 5 4 4.5 4.5
B 5 6 6 6
C 6 7 7 7
Total 16 17 17.5 17.5
…….cont’d.
16
Samuel G. MSc
Now, if we run the Monte Carlo Simulation for these
tasks, five hundred times, it will show us the following
results.
2% chance of completing the project in 16 months
.
.
…….cont’d.
Duration (in moths) chances of completion
16 2%
17 8%
18 55%
19 70%
20 95%
21 100%
17
Samuel G. MSc
PROS & CONS of Risk Analysis
Pros
o Save time and money
o Increased knowledge of exposure
to risk
o Reduction in validation cost
o Reduce level of an certainty
o Identification of critical parameter
o Improve project control
o Improve organization learning
Cons
o It is measured based on
probability, so it can’t give
the exact measurement of
the risk exposure.
o If there is any manipulation
in the data or the data is
wrong, it will not give the
correct results.
o There is no standard
method for its calculation,
so it depends on the
personal approach.
18
Samuel G. MSc
DATA COLLECTION
Interview: draws the historical data to quantify the impact of risk
on the objective of the project.
It is also important to create the necessary documents such as the
risk ranges to provide important insight on the credibility of the
analysis of the data.
Probability distribution: uses simulation and modeling It
represents uncertain values like duration of scheduled activities as
well as the cost of the different components of the project.
The information that needs to be collected and organized depends
on the type of probability distributions used.
19
Samuel G. MSc
THE OUTPUTS
 List of urgent risks.
 A prioritized list of quantified risk.
 List of risk grouped by categories.
 Trends in the results of quantitative risk analysis
 List of risk for additional analysis and investigation
20
Samuel G. MSc
IMPORTANT FACTORS AND STAKE HOLDERS
21
Important factors
 External influences: may require the approval of gov’t & other
parties
 Organizational structure: may required fast and inexpensive
method
 Organizational size: the organization size must considered
 Cost
Stakeholders
Risk stakeholders are the people who are (or perceive themselves
to be) affected by a decision, treatment, strategy or process.
Management’s, owner’s, customer’s (internal or external), gov’t
agencies, team member’s, general public, sponsor's.
Samuel G. MSc
Reference
A. Jack R. Meredith & Samuel J. Mantel, Jr. Project
Management A managerial Approach 7thedition
B. Sylim, Y. Hori, Comparison of Risk Analysis Methods:
Mehari, Magerit,NIST800-30 and Microsoft’s Security
Management Guide, International Conference on
Availability, Reliability and Security, 2009.
C. Loosemore, M, Raftery, J, Reilly, C and Higgon, D
(2005) Risk Management in Projects, Taylor and
Francis, London, UK.
D. www.pmi.org/Resources/Pages/ Project Management
Journal.aspx(Project Management Journal)

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Risk analysis

  • 1. Mekelle university I Institute of Mechanical & Industrial Engineering
  • 2. Content o What is risk o Risk analysis o Methods of risk analysis o Data collection o Out puts o Important Factors & stakeholder II Samuel G. MSc
  • 3. Risk Possibility of events that may have impact (negative or positive) on objectives and strategies. Risk is made up of two things: the probability of something going wrong, and the negative consequences that will happen if it does. “Even a correct decision is wrong when it was taken too late.” - Lee Iacocca Risk is inherent with any project, and project managers should assess risk continually and develop plan to address them. Why do cars have break??? 1 Samuel G. MSc
  • 4. If risks are not considered and controlled, you will not be able to minimize their impact on the schedule, scope, cost or quality. It is possible for a project to be stopped For example  If the availability of resources become an issue, or  The potential benefits might not be sufficient. …….cont’d. 2 Samuel G. MSc
  • 5. Types of Risk Risk exist the moment a project is conceived . Organization and stakeholders are willing to accept varying degree of risks. The is called risk tolerance. Risk categories helps organize, rank and isolate risks with in the project. Systematic Due to the influence of external factor in org. Uncontrollable by an org. Macro in nature Unsystematic Due to the influence of internal factors prevailing within org. Controllable by an org. Micro in nature 3 Samuel G. MSc
  • 6. RISK ANALYSIS Risk analysis is a systematic process to estimate the level of risk for identified and approved risks. This involves estimating the  Probability of occurrence  Consequence of occurrence and  Converting the results to a corresponding risk. RISK =likelihood*consequence Example In a project the risk of supplier delivering some material late is quite common, and could have a relatively serious impact on the project schedule. If the risk of probability is 0.6 and the impact is quantified as 0.5, then the total risk score will be Risk = 0.6*0.5 =0.30 4 Samuel G. MSc
  • 7. Steps of Risk Analysis 1st Step Identify Risks 2nd Step Assess event to determine levels of risk 3rd Step Identify Methods to Manage Risks 4th Step Implement Methods 5th Step Manage and Evaluate 5 Identify risk Assess event to determine levels of risk Identify Methods to Manage Risks Implement Methods Manage and Evaluate Samuel G. MSc
  • 8. Components of Risk Analysis Risk assessment provides information on the extent and characteristics of the risk attributed to a hazard. Risk management includes the activities undertaken to control the hazard. Risk communication involves an exchange of information and opinion concerning risk and risk-related factors among the risk assessors, risk managers, and other interested parties. 6 Samuel G. MSc
  • 9. There are two kinds of methods used for determining the level of risk of our business. The methods can be:  Qualitative Methods  Quantitative Methods Methods of risk analysis 7 Samuel G. MSc
  • 10. Qualitative Methods This is the kind of risk analysis method most often used for decision making in business projects; entrepreneurs base themselves on their judgment, experience & intuition for decision making. In this level risk is low and does not warrant the time and resources necessary for making a full analysis. Also used when the numerical data available are not adequate Its all about figuring out two things  How likely is it occur??  What would it be its impact?? 8 Samuel G. MSc
  • 11. o Probability/impact matrixes o The Top Ten Risk Item Tracking o Expert judgment o Delphi technique o Heuristics (rule of thumb) o Check list analysis Techniques Of Qualitative Method 9 Samuel G. MSc
  • 12. Probability/impact matrixes The relative probability of a risk occurring on one side of a matrix and the relative impact of the risk occurring on the other. List the risk and then label each one as low, medium, or high in terms of its probability of occurrence & its impact if it did occur 10 Samuel G. MSc
  • 13. E.g. say you have to cross a road & you try to figure it out what a risk associated with this is. 1st scenario our hazard is bicycle Lets assume only 1 bicycle is allowed in these road every 5 minute down that road, lets also assume that road is not busy Now because of that bicycle don’t go very often the likelihood of the bicycle crush's in to you is low if the bicycle crush's in to you the consequence would be low There fore the over all risk is low 2nd now obviously if there are bicycles traveling more frequently the likelihood of the crash would be higher but the consequence of the bicycle crash's into you would be low 3rd but what if things be different lets change that bicycle in to truck, 1 truck passing every 5munite the likelihood of the crash would be still low, how ever the consequence is far more sever (higher). 11 Samuel G. MSc
  • 14. Now imagine if it’s a busy truck road & truck going in this road very frequently in this scenario both likelihood and consequence are high, which means the over all risk is high …….cont’d. 12 Samuel G. MSc
  • 15. Quantitative Methods It’s a numeric estimate of the overall effect of risk on the project objectives such as cost and schedule. It’s primary purpose of quantitative risk analysis is  Quantify the risk exposure  Determine the size of the cost and the schedule contingencies. 13 Samuel G. MSc
  • 16. Techniques of quantitative method • Expected monetary value (e.g. decision tree analysis) • Monte Carlo analysis • CPM • Program evaluation and review technique (PERT) • Sensitivity analysis • Variance trend analysis 14 Samuel G. MSc
  • 17. Monte Carlo Simulation Its mathematical technique that allows you to account for risks in decision-making. It helps you determine the impact of the identified risks by running multiple simulations and finding a range of outcomes. Gives you a range of possible outcomes and the probabilities that will occur for any choice of action. You can run this simulation to analyze the impact of the risks on cost, schedule estimate etc. 15 Samuel G. MSc
  • 18. Example: Suppose that you have three activities with the following estimates (in months). Activity Optimistic Most likely Pessimistic PERT Estimate A 5 4 4.5 4.5 B 5 6 6 6 C 6 7 7 7 Total 16 17 17.5 17.5 …….cont’d. 16 Samuel G. MSc
  • 19. Now, if we run the Monte Carlo Simulation for these tasks, five hundred times, it will show us the following results. 2% chance of completing the project in 16 months . . …….cont’d. Duration (in moths) chances of completion 16 2% 17 8% 18 55% 19 70% 20 95% 21 100% 17 Samuel G. MSc
  • 20. PROS & CONS of Risk Analysis Pros o Save time and money o Increased knowledge of exposure to risk o Reduction in validation cost o Reduce level of an certainty o Identification of critical parameter o Improve project control o Improve organization learning Cons o It is measured based on probability, so it can’t give the exact measurement of the risk exposure. o If there is any manipulation in the data or the data is wrong, it will not give the correct results. o There is no standard method for its calculation, so it depends on the personal approach. 18 Samuel G. MSc
  • 21. DATA COLLECTION Interview: draws the historical data to quantify the impact of risk on the objective of the project. It is also important to create the necessary documents such as the risk ranges to provide important insight on the credibility of the analysis of the data. Probability distribution: uses simulation and modeling It represents uncertain values like duration of scheduled activities as well as the cost of the different components of the project. The information that needs to be collected and organized depends on the type of probability distributions used. 19 Samuel G. MSc
  • 22. THE OUTPUTS  List of urgent risks.  A prioritized list of quantified risk.  List of risk grouped by categories.  Trends in the results of quantitative risk analysis  List of risk for additional analysis and investigation 20 Samuel G. MSc
  • 23. IMPORTANT FACTORS AND STAKE HOLDERS 21 Important factors  External influences: may require the approval of gov’t & other parties  Organizational structure: may required fast and inexpensive method  Organizational size: the organization size must considered  Cost Stakeholders Risk stakeholders are the people who are (or perceive themselves to be) affected by a decision, treatment, strategy or process. Management’s, owner’s, customer’s (internal or external), gov’t agencies, team member’s, general public, sponsor's. Samuel G. MSc
  • 24.
  • 25. Reference A. Jack R. Meredith & Samuel J. Mantel, Jr. Project Management A managerial Approach 7thedition B. Sylim, Y. Hori, Comparison of Risk Analysis Methods: Mehari, Magerit,NIST800-30 and Microsoft’s Security Management Guide, International Conference on Availability, Reliability and Security, 2009. C. Loosemore, M, Raftery, J, Reilly, C and Higgon, D (2005) Risk Management in Projects, Taylor and Francis, London, UK. D. www.pmi.org/Resources/Pages/ Project Management Journal.aspx(Project Management Journal)

Hinweis der Redaktion

  1. Events are potential incidents or occurrences resulting from internal/external sources that effect implementation of strategies.
  2. ignoring risk does not make the risk go way
  3. Systematic –market risk –interest rate –purchasing power Unsystematic – business risk -financial risk –operational risk
  4. It is the qualitative or quantitative process of linking the likelihood of occurrence and severity of harms.
  5. not identify and evaluate risks with numerical and quantitative ratings The main purpose of the qualitative risk analysis is prioritizing risks according to their probability and impact
  6. Low is minor risk consequence & unlikely to occur. generally ignored Medium serious consequence and some likely to occur. High is serious risk have significant consequence & likely to occur.
  7. A simple of visualizing this and figuring out the over all risk is using a risk matrix
  8. Every decision has a degree of uncertainty, and Monte Carlo Simulation helps you in such situations
  9. simulation is method used to estimate the risk and probability distribution.