SlideShare a Scribd company logo
1 of 47
Project Risk Management
Sections of this presentation were adapted from A Guide to the
Project Management Body of Knowledge 4th Edition, Project
Management Institute Inc., © 2008 & A Guide to the Project
Management Body of Knowledge 5th Edition, Project
Management Institute Inc., © 2013 & Information Technology
Project Management
Jack T. Marchewka 2006 John Wiley & Sons,
Definition
Risk
• An uncertain event or condition that, if it occurs, has
a positive or negative effect on the project objectives.
Risk Management
• The systematic process of identifying, analyzing, and
responding to project risk. It includes maximizing the
probability and consequences of positive events and
minimizing the probability and consequences of
adverse events.
Why to Manage Risk?
Risk Planning
• Requires a firm commitment to risk management from all
project stakeholders
• Ensures adequate resources to plan for and manage risk
• Focuses on preparation
Project problems can be reduced as much as 90% by using risk
analysis
Positives:
• More info available during planning
• Improved probability of success/optimum project
Negatives:
• Belief that all risks are accounted for
• Project cut due to risk level
Key Terms
Risk Tolerance – The amount of acceptable risk
Risk Adverse – Someone that does not want to take risks
Risk Factors
– Probability of occurrence
– Range of possible outcomes (impact or amount at stake
– Expected Timing of event
– Anticipated frequency of risk events from that source
How to Manage Risk?
Use the six risk management processes
1. Plan Risk Management
2. Identify Risks
3. Perform Qualitative Risk Analysis
4. Perform Quantitative Risk Analysis
5. Plan Risk Responses
6. Monitor and Control Risks
Plan Risk
Management
Identify
Risks
Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
Plan Risk Management
Project Scope
Statement
Cost Management
Plan
Schedule
Management Plan
Enterprise
Environmental Factors
Organizational
Process Assets
Risk
Management
Plan
 Planning Meetings
 Project AnalysisInputs
Outputs
Tools & Techniques
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
What is a Risk Management Plan?
 Methodology – Approach, tools, & data
 Roles & Responsibilities
 Budgeting – Resources to be put into risk management
 Timing – When and how often
 Risk Categories – Risk Breakdown Structure (RBS)
 Definitions – Risk probabilities and impact
 Probability and Impact Matrix
 Stakeholder tolerances
 Reporting formats
 Tracking
Risk Breakdown Structure
Project
Technical
Limited Design
Time
Specifications
Adherence
Organizational
Funding
Prioritization
Resource
Availability
Project
Management
Estimates
Scheduling
Communication
Lists categories and subcategories where risks may arise
Identify Risks
Risk Management Plan
Activity Cost Estimates
Activity Duration
Estimates
Scope Baseline
Stakeholder Register
Cost Management Plan
Schedule Management
Plan
Quality Management Plan
Project Documents
Enterprise Environmental
Factors
Organizational Process
Assets
Risk Register
 Documentation Reviews
 Information Gathering
Techniques
 Checklist Analysis
 Assumption Analysis
 Diagramming Techniques
 SWOT Analysis
 Expert Judgment
Inputs Outputs
Tools & Techniques
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
Information Gathering Techniques
Brainstorming
Delphi technique
• Successive anonymous questionnaires on project risks with responses
summarized for further analysis
Interviewing
Root cause identification
Strengths, weaknesses, opportunities, and threats (SWOT) analysis
SWOT Analysis
Diagramming Techniques-Cause and Effect
Diagrams
Professor Kaoru Ishikawa created Cause & Effect Analysis in the
1960s. The technique uses a diagram-based approach for thinking
through all of the possible causes of a problem. This helps you to
carry out a thorough analysis of the situation. There are four steps to
using Cause and Effect Analysis:
 Identify the problem in terms of threat and opportunity
 Work out the major factors involved.
 Identify possible causes for each factors.
 Continue refining the diagram until satisfied that the diagram is
complete. And analyze the diagram
Also known as Ishikawa or fishbone
Cause and Effect Diagrams-Example 1
Product
Delivered
Late
Bad SpecsInsufficient
Resources
Inadequate
Time
Project
Prioritization
Testing
Materials
Potential Causes Effect
Personnel
http://www.mindtools.com
Cause and Effect Diagrams-Example 2
http://www.mindtools.com
Cause and Effect Diagrams-Example 2 completed
Risk Register
List of
 Identified risks: in as much detail as is possible.
 Event (may occur) IMPACT
 Event (if there is a CAUSE)EFFECT
 Potential responses : should be used as inputs to the Plan Risk
 Root causes of f these risks
 Updated risk categories (if required)
Potential risk responses should be recorded and
used to support future risk identification for this and other projects.
.
Perform Qualitative Risk Analysis
Risk Register
Risk Management
Plan
Project Scope
Statement
Organizational
Process Assets
Risk Register
Updates
 Risk probability and
impact statement
 Probability and impact
matrix
 Risk data quality
assessment
 Risk categorization
 Risk urgency
assessment
 Expert Judgment
Inputs
Outputs
Tools & Techniques
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
IT Project Risk Management Planning Process
Risk Analysis
• Risk = f(Probability * Impact)
– What is the probability of a particular risk occurring?
– What is the impact on the project if it does occur?
Risk Assessment
• Focuses on prioritizing risks so that an effective strategy can
be formulated for those risks that require a response.
– Depends on Stakeholder risk tolerances
– You can’t respond to all risks!
Risk Analysis and Assessment Tools
Qualitative Approaches
• Expected Value
• Payoff Table
• Decision Trees
• Risk Impact Table
Quantitative Approaches
• Probability Distributions
– Discrete
• Binomial
– Continuous
• Normal
• PERT
• Triangular
• Simulations
Expected Value of a Payoff Table
Schedule Risk A
Probability
B
Payoff (in 000s)
A + B
Prob. * Payoff
Project completed
20 days early
5% $300 $15
Project completed
10 days early
20% $100 $20
Project completed
on schedule
50% $100 $50
Project completed
10 days late
20% $ -- $ --
Project completed
20 days late
5% $ (50) $ (3)
100% $83
Expected Value
Tusler’s Risk Classification Scheme
Binomial Probability Distribution
Normal Distribution
Shape is determined by its mean (µ) and standard
deviation ()
Probability is associated with area under the curve.
Since the distribution is symmetrical, the following
probability rules of thumb apply
 About 68 percent of all the values will fall between +1  of
the mean
 About 95 percent of all the values will fall between +2  of
the mean
 About 99 percent of all the values will fall between +3  of
the mean
Normal Distribution
PERT distribution uses a three-point estimate where:
• a denotes an optimistic estimate
• b denotes a most likely estimate
• c denotes a pessimistic estimate
PERT Mean = (a + 4m + b) / 6
PERT Standard Deviation = (b - a) / 6
PERT Distribution
PERT Distribution
http://www.mm4xl.com/
Triangular Distribution
uses a three-point estimate similar to the PERT
distribution where:
• a denotes an optimistic estimate
• b denotes a most likely estimate
• c denotes a pessimistic estimate
weighting for the mean and standard deviation are
different from PERT
• TRIANG Mean = (a + m + b) / 3
• TRIANG Standard Deviation =
[((b-a)2 + (m-a)(m-b)) /18]1/2
Triangular Distribution
http://www.mm4xl.com/
Simulations
Monte Carlo
• a technique that randomly generates specific values for a
variable with a specific probability distribution.
• goes through a specific number of iterations or trials and
records the outcome.
• @risk
Sensitivity Analysis
• Tornado Graph
Risk Simulation Using @Risk™
for Microsoft Project
Output from Monte Carlo Simulation
Cumulative Probability Distribution
Sensitivity Analysis Using a Tornado Graph
Figure 8.14
Risk Strategies
Depends On:
• The nature of the situation itself
– Really a threat or an opportunity?
• The impact of the risk on the project and objectives
– What is the probability and impact of a risk
• The project’s constraints in terms of scope, schedule, budget,
and quality
– Can a response be made with existing resources and/or
constraints?
• Risk Tolerances or preferences of the project stakeholders
– How much risk is tolerable?
Methodologies
Probability and Impact Matrix
• Based on Failure Modes and Effects
Analysis (FMEA)
• From 1950’s analysis of military
systems
Probability and Impact Matrix
Define Probability Scale & Impact Scale
Likelihood Class
Likelihood of Occurrence
(events/year)
Not Likely (NL)
<0.01% chance of
occurrence
Low (L)
0.01 - 0.1% chance of
occurrence
Moderate (M)
0.1 - 1% chance of
occurrence
High (H)
1 - 10% chance of
occurrence
Expected (E) >10% chance of occurrence
Consequence Health and Safety
Extreme
Fatality or multiple fatalities
expected
High
Severe injury or disability likely; or
some potential for fatality
Moderate
Lost time or injury likely; or some
potential for serious injuries; or
small risk of fatality
Low
First aid required; or small risk of
serious injury
Limited No concern
Probability ScaleImpact Scale
Probability and Impact Plots
 Rate each risk on scales then plot on matrix
 Construct a mitigation technique for risks above
tolerance
http://www.lancsresilience.org.uk
Risk Register Update
Add
• Probability and Impact Matrix results
• Perform quality check on results
• Categorize the risks to make them easier to handle
• Perform urgency assessment to determine which risk need
immediate attention
Risk Register Report
http://www.tdm-ltd.com
Perform Quantitative Risk Analysis
Risk Register
Risk Management
Plan
Cost Management
Plan
Schedule
Management Plan
Organizational
Process Assets
Risk Register
Updates
 Data gathering and
representation techniques
 Quantitative risk analysis
and modeling
 Expert Judgment
Inputs
Outputs
Tools & Techniques
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
Quantitative Risk Analysis
Analyze numerically the probability and consequence of each risk
Monte Carlo analysis popular
Decision Tree analysis on test
• Diagram that describes a decision and probabilities associated with
the choices
Expected Monetary Value Analysis (EMV): with all other things equal,
a project with higher EMV is more favorable than a project with
lower EMV. EVM helps PMs to analyze potential outcomes based on
uncertain conditions
 Gives the average value of the decision if it were made
repeatedly
 Uses all the information concerning events and their
likelihood
Expected Monetary Value (EMV)
Building
Cost Probability
Optimistic Outcome $150K 0.2 $30K
Likely Outcome $230K 0.5 $115K
Pessimistic
Outcome
$300K 0.3 $100K
Expected Value $245K
Decision Tree Analysis-Example Question
Build or
Upgrade
new APP
New APP
-$100
Upgrade
existing
APP
-$60
Strong
Demand
Weak
Demand
Strong
Demand
Weak
Demand
70%
$200
30%
$90
70%
$120
30%
$60
?
?
?
?
Decision
Definition
Decision
Node
Chance
Node
Net Path
Value
EMV of New
APP= ?
EMV of Upgrade
existing APP?
Solution
NPV: New App Strong Demand:-$100+ $200= $ 100
NPV: New App Weak Demand:-$100+ $90=- $ 10
NPV: Update App Strong Demand:-$60+ $120= $ 60
NPV: Update App Weak Demand:-$60+ $65= $ 5
Multiply NVP by proability of each scenario:
$ 100*70% + (- $ 10)*30= $67 for EMV New APP
$ 60*70% + ($ 5)*30= $43,5 for EMV Updating APP
Plan Risk Responses
Risk Management
Plan
Risk Register
Risk Register
Updates
 Strategies for negative risks
or threats
 Strategies for positive risks
or opportunities
 Contingent response
strategy
 Expert Judgment
Inputs
Outputs
Tools & Techniques
Project Management
Plan Updates
Risk-related
Contract
Decisions
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s
Strategies
Negative Risks (or Threats)
• Avoid
• Transfer
• Mitigate
• Acceptance
Positive Risks (or Opportunities)
• Exploit
• Share
• Enhance
• Acceptance
Monitor and Control Risks
Risk Register
Project Management
Plan
Work Performance
Information
Performance Reports
Risk Register
Updates Risk reassessment
 Risk audits
 Variance and trend analysis
 Technical performance
measurement
 Reserve analysis
 Status meetings
Inputs
OutputsTools & Techniques
Organizational
Process Assets
Change Requests
Project Management
Plan Updates
Project Document
Updates
Plan Risk
Management
Identify Risks Perform
Qualitative
Risk Analysis
Perform
Quantitative
Risk Analysis
Plan Risk
Responses
Monitor and
Control Risk s

More Related Content

What's hot

Risk Analysis : PMP- Project Risk Management
Risk Analysis : PMP- Project Risk ManagementRisk Analysis : PMP- Project Risk Management
Risk Analysis : PMP- Project Risk ManagementSaket Bansal
 
Project risk management
Project risk managementProject risk management
Project risk managementEr Swati Nagal
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk Managementcgautam
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk ManagementMarkos Mulat G
 
Project Risk Management
 Project Risk Management Project Risk Management
Project Risk ManagementHayat Denzi
 
Project Risk Management
Project  Risk ManagementProject  Risk Management
Project Risk ManagementKelvin Fredson
 
Quantitative Project Risk Analysis
Quantitative Project Risk AnalysisQuantitative Project Risk Analysis
Quantitative Project Risk AnalysisIntaver Insititute
 
Episode 25 : Project Risk Management
Episode 25 :  Project Risk ManagementEpisode 25 :  Project Risk Management
Episode 25 : Project Risk ManagementSAJJAD KHUDHUR ABBAS
 
Project Stakeholder Management - PMBOK6
Project Stakeholder Management - PMBOK6Project Stakeholder Management - PMBOK6
Project Stakeholder Management - PMBOK6Agus Suhanto
 
PMP Training - 11 project risk management
PMP Training - 11 project risk managementPMP Training - 11 project risk management
PMP Training - 11 project risk managementejlp12
 
Project Risk Management - PMBOK6
Project Risk Management - PMBOK6Project Risk Management - PMBOK6
Project Risk Management - PMBOK6Agus Suhanto
 
Project management
Project managementProject management
Project managementJay Raval
 
PMP PMBOK 5th Ch 11 Project Risk Management
PMP PMBOK 5th Ch 11 Project Risk ManagementPMP PMBOK 5th Ch 11 Project Risk Management
PMP PMBOK 5th Ch 11 Project Risk ManagementAbdullah Ahmed, PMP, RMP
 

What's hot (20)

Risk Analysis : PMP- Project Risk Management
Risk Analysis : PMP- Project Risk ManagementRisk Analysis : PMP- Project Risk Management
Risk Analysis : PMP- Project Risk Management
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk Management
 
Project risk management
Project risk managementProject risk management
Project risk management
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk Management
 
Risk Management
Risk ManagementRisk Management
Risk Management
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk Management
 
Project Risk Management
Project Risk ManagementProject Risk Management
Project Risk Management
 
Risk management
Risk managementRisk management
Risk management
 
Risk Management in Project Management
Risk Management in Project ManagementRisk Management in Project Management
Risk Management in Project Management
 
Project Risk Management
 Project Risk Management Project Risk Management
Project Risk Management
 
Project Risk Management
Project  Risk ManagementProject  Risk Management
Project Risk Management
 
Project risk management
Project risk managementProject risk management
Project risk management
 
Quantitative Project Risk Analysis
Quantitative Project Risk AnalysisQuantitative Project Risk Analysis
Quantitative Project Risk Analysis
 
Episode 25 : Project Risk Management
Episode 25 :  Project Risk ManagementEpisode 25 :  Project Risk Management
Episode 25 : Project Risk Management
 
Project Stakeholder Management - PMBOK6
Project Stakeholder Management - PMBOK6Project Stakeholder Management - PMBOK6
Project Stakeholder Management - PMBOK6
 
PMP Training - 11 project risk management
PMP Training - 11 project risk managementPMP Training - 11 project risk management
PMP Training - 11 project risk management
 
Pmp risk management
Pmp risk managementPmp risk management
Pmp risk management
 
Project Risk Management - PMBOK6
Project Risk Management - PMBOK6Project Risk Management - PMBOK6
Project Risk Management - PMBOK6
 
Project management
Project managementProject management
Project management
 
PMP PMBOK 5th Ch 11 Project Risk Management
PMP PMBOK 5th Ch 11 Project Risk ManagementPMP PMBOK 5th Ch 11 Project Risk Management
PMP PMBOK 5th Ch 11 Project Risk Management
 

Similar to Project Risk Management (10)

PROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdfPROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdfMUST
 
Final Class Presentation on Determining Project Stakeholders & Risks.pptx
Final Class Presentation on Determining Project Stakeholders & Risks.pptxFinal Class Presentation on Determining Project Stakeholders & Risks.pptx
Final Class Presentation on Determining Project Stakeholders & Risks.pptxGeorgeKabongah2
 
Project Management C7 -risk_management
Project Management C7  -risk_managementProject Management C7  -risk_management
Project Management C7 -risk_managementIzah Asmadi
 
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...IndraYu2
 
Risk Management Best Practices
Risk Management Best PracticesRisk Management Best Practices
Risk Management Best PracticesPMILebanonChapter
 
Risk Analysis In IT Projects - TNS09
Risk Analysis In IT Projects - TNS09Risk Analysis In IT Projects - TNS09
Risk Analysis In IT Projects - TNS09Thomas Danford
 
Risk Management
Risk ManagementRisk Management
Risk Managementcgeorgeo
 
12. Project Risk Management
12. Project Risk Management12. Project Risk Management
12. Project Risk ManagementBhuWan Khadka
 
05-risk_assesment.ppt
05-risk_assesment.ppt05-risk_assesment.ppt
05-risk_assesment.pptKareemRasmy1
 
PRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdfPRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdfmohamed Ismail
 
Project Risk Management_intro
Project Risk Management_introProject Risk Management_intro
Project Risk Management_introAlex Iskandar
 
Risk Event Modeling and Event Chains
Risk Event Modeling and Event ChainsRisk Event Modeling and Event Chains
Risk Event Modeling and Event ChainsIntaver Insititute
 
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_RiskPMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_RiskMuzette Charles, PMP
 
Critical role of_risk_assessment_in_international_projects_en
Critical role of_risk_assessment_in_international_projects_enCritical role of_risk_assessment_in_international_projects_en
Critical role of_risk_assessment_in_international_projects_enVyacheslav Guzovsky
 
Projectriskmanagement pmbok5
Projectriskmanagement pmbok5Projectriskmanagement pmbok5
Projectriskmanagement pmbok5Dhamo daran
 

Similar to Project Risk Management (10) (20)

Session 18 4th edition PMP
Session 18 4th edition PMPSession 18 4th edition PMP
Session 18 4th edition PMP
 
PROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdfPROJECT RISK MANAGEMENT.pdf
PROJECT RISK MANAGEMENT.pdf
 
Final Class Presentation on Determining Project Stakeholders & Risks.pptx
Final Class Presentation on Determining Project Stakeholders & Risks.pptxFinal Class Presentation on Determining Project Stakeholders & Risks.pptx
Final Class Presentation on Determining Project Stakeholders & Risks.pptx
 
Risk management
Risk managementRisk management
Risk management
 
11 project risk management
11 project risk management11 project risk management
11 project risk management
 
Project Management C7 -risk_management
Project Management C7  -risk_managementProject Management C7  -risk_management
Project Management C7 -risk_management
 
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...
Project Risk Management ( With :Decision tree analysi,Simulation,Sensitivity ...
 
Risk Management Best Practices
Risk Management Best PracticesRisk Management Best Practices
Risk Management Best Practices
 
Risk Analysis In IT Projects - TNS09
Risk Analysis In IT Projects - TNS09Risk Analysis In IT Projects - TNS09
Risk Analysis In IT Projects - TNS09
 
Risk Management
Risk ManagementRisk Management
Risk Management
 
12. Project Risk Management
12. Project Risk Management12. Project Risk Management
12. Project Risk Management
 
05-risk_assesment.ppt
05-risk_assesment.ppt05-risk_assesment.ppt
05-risk_assesment.ppt
 
PRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdfPRMG195 - Rsik Management Case Study.pdf
PRMG195 - Rsik Management Case Study.pdf
 
Project Risk Management_intro
Project Risk Management_introProject Risk Management_intro
Project Risk Management_intro
 
Risk Event Modeling and Event Chains
Risk Event Modeling and Event ChainsRisk Event Modeling and Event Chains
Risk Event Modeling and Event Chains
 
Risk Management
Risk ManagementRisk Management
Risk Management
 
Risk analysis
Risk analysisRisk analysis
Risk analysis
 
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_RiskPMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
PMP Muzette Charles_Sp2019_Week5_Chapter11_Risk
 
Critical role of_risk_assessment_in_international_projects_en
Critical role of_risk_assessment_in_international_projects_enCritical role of_risk_assessment_in_international_projects_en
Critical role of_risk_assessment_in_international_projects_en
 
Projectriskmanagement pmbok5
Projectriskmanagement pmbok5Projectriskmanagement pmbok5
Projectriskmanagement pmbok5
 

More from Serdar Temiz

Introduction to OPEN INNOVATION
Introduction to OPEN INNOVATIONIntroduction to OPEN INNOVATION
Introduction to OPEN INNOVATIONSerdar Temiz
 
Busıness Model Innovation Business Model Canvas Toolbox 2016
Busıness Model Innovation Business Model Canvas Toolbox 2016Busıness Model Innovation Business Model Canvas Toolbox 2016
Busıness Model Innovation Business Model Canvas Toolbox 2016Serdar Temiz
 
Data Privacy, Corporates and States
Data Privacy, Corporates and StatesData Privacy, Corporates and States
Data Privacy, Corporates and StatesSerdar Temiz
 
Business Model Canvas 2015
Business Model Canvas 2015Business Model Canvas 2015
Business Model Canvas 2015Serdar Temiz
 
Customer Development Fast Protyping
Customer Development Fast ProtypingCustomer Development Fast Protyping
Customer Development Fast ProtypingSerdar Temiz
 
Introduction to Entepreneurship ME2603 KTH
Introduction to Entepreneurship ME2603 KTHIntroduction to Entepreneurship ME2603 KTH
Introduction to Entepreneurship ME2603 KTHSerdar Temiz
 
How Open Data Changes Our Life?
How Open Data Changes Our Life?How Open Data Changes Our Life?
How Open Data Changes Our Life?Serdar Temiz
 
Open Data Innovation from GEO DATA Perspective
Open Data Innovation from GEO DATA  PerspectiveOpen Data Innovation from GEO DATA  Perspective
Open Data Innovation from GEO DATA PerspectiveSerdar Temiz
 
Start up finance & venture capital
Start up finance & venture capitalStart up finance & venture capital
Start up finance & venture capitalSerdar Temiz
 
Fast Prototyping Customer Development Mock Ups 2014
Fast Prototyping Customer Development Mock Ups 2014Fast Prototyping Customer Development Mock Ups 2014
Fast Prototyping Customer Development Mock Ups 2014Serdar Temiz
 
Innovation & Business Model & Business Model Canvas 2014
Innovation & Business Model & Business Model Canvas 2014Innovation & Business Model & Business Model Canvas 2014
Innovation & Business Model & Business Model Canvas 2014Serdar Temiz
 
Introduction to Entrepreneurship , Entrepreneurship in Action, KTH
Introduction to  Entrepreneurship , Entrepreneurship in Action, KTHIntroduction to  Entrepreneurship , Entrepreneurship in Action, KTH
Introduction to Entrepreneurship , Entrepreneurship in Action, KTHSerdar Temiz
 
Organization Structure - stake holder -human resources management during proj...
Organization Structure - stake holder -human resources management during proj...Organization Structure - stake holder -human resources management during proj...
Organization Structure - stake holder -human resources management during proj...Serdar Temiz
 
Project Quality Management
 Project Quality Management Project Quality Management
Project Quality ManagementSerdar Temiz
 
Project Cost Management
Project Cost ManagementProject Cost Management
Project Cost ManagementSerdar Temiz
 
Project Time Management
Project Time ManagementProject Time Management
Project Time ManagementSerdar Temiz
 
Project Scope Management
Project Scope ManagementProject Scope Management
Project Scope ManagementSerdar Temiz
 
Project Integration Management
Project Integration ManagementProject Integration Management
Project Integration ManagementSerdar Temiz
 
Project Procurement Management
 Project Procurement Management  Project Procurement Management
Project Procurement Management Serdar Temiz
 

More from Serdar Temiz (20)

Introduction to OPEN INNOVATION
Introduction to OPEN INNOVATIONIntroduction to OPEN INNOVATION
Introduction to OPEN INNOVATION
 
Busıness Model Innovation Business Model Canvas Toolbox 2016
Busıness Model Innovation Business Model Canvas Toolbox 2016Busıness Model Innovation Business Model Canvas Toolbox 2016
Busıness Model Innovation Business Model Canvas Toolbox 2016
 
Data Privacy, Corporates and States
Data Privacy, Corporates and StatesData Privacy, Corporates and States
Data Privacy, Corporates and States
 
Business Model Canvas 2015
Business Model Canvas 2015Business Model Canvas 2015
Business Model Canvas 2015
 
Customer Development Fast Protyping
Customer Development Fast ProtypingCustomer Development Fast Protyping
Customer Development Fast Protyping
 
Introduction to Entepreneurship ME2603 KTH
Introduction to Entepreneurship ME2603 KTHIntroduction to Entepreneurship ME2603 KTH
Introduction to Entepreneurship ME2603 KTH
 
How Open Data Changes Our Life?
How Open Data Changes Our Life?How Open Data Changes Our Life?
How Open Data Changes Our Life?
 
Open Data Innovation from GEO DATA Perspective
Open Data Innovation from GEO DATA  PerspectiveOpen Data Innovation from GEO DATA  Perspective
Open Data Innovation from GEO DATA Perspective
 
Start up finance & venture capital
Start up finance & venture capitalStart up finance & venture capital
Start up finance & venture capital
 
Fast Prototyping Customer Development Mock Ups 2014
Fast Prototyping Customer Development Mock Ups 2014Fast Prototyping Customer Development Mock Ups 2014
Fast Prototyping Customer Development Mock Ups 2014
 
Innovation & Business Model & Business Model Canvas 2014
Innovation & Business Model & Business Model Canvas 2014Innovation & Business Model & Business Model Canvas 2014
Innovation & Business Model & Business Model Canvas 2014
 
Introduction to Entrepreneurship , Entrepreneurship in Action, KTH
Introduction to  Entrepreneurship , Entrepreneurship in Action, KTHIntroduction to  Entrepreneurship , Entrepreneurship in Action, KTH
Introduction to Entrepreneurship , Entrepreneurship in Action, KTH
 
Organization Structure - stake holder -human resources management during proj...
Organization Structure - stake holder -human resources management during proj...Organization Structure - stake holder -human resources management during proj...
Organization Structure - stake holder -human resources management during proj...
 
Project Quality Management
 Project Quality Management Project Quality Management
Project Quality Management
 
Project Cost Management
Project Cost ManagementProject Cost Management
Project Cost Management
 
Project Time Management
Project Time ManagementProject Time Management
Project Time Management
 
Project Scope Management
Project Scope ManagementProject Scope Management
Project Scope Management
 
Project Integration Management
Project Integration ManagementProject Integration Management
Project Integration Management
 
UML Basics
UML BasicsUML Basics
UML Basics
 
Project Procurement Management
 Project Procurement Management  Project Procurement Management
Project Procurement Management
 

Recently uploaded

University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdfKamal Acharya
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . pptDineshKumar4165
 
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLPVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLManishPatel169454
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Christo Ananth
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...Call Girls in Nagpur High Profile
 
Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Christo Ananth
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...Call Girls in Nagpur High Profile
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfRagavanV2
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlysanyuktamishra911
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...tanu pandey
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VDineshKumar4165
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01KreezheaRecto
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Call Girls in Nagpur High Profile
 

Recently uploaded (20)

University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELLPVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
PVC VS. FIBERGLASS (FRP) GRAVITY SEWER - UNI BELL
 
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
Call for Papers - African Journal of Biological Sciences, E-ISSN: 2663-2187, ...
 
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...Booking open Available Pune Call Girls Pargaon  6297143586 Call Hot Indian Gi...
Booking open Available Pune Call Girls Pargaon 6297143586 Call Hot Indian Gi...
 
Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...Call for Papers - International Journal of Intelligent Systems and Applicatio...
Call for Papers - International Journal of Intelligent Systems and Applicatio...
 
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...Booking open Available Pune Call Girls Koregaon Park  6297143586 Call Hot Ind...
Booking open Available Pune Call Girls Koregaon Park 6297143586 Call Hot Ind...
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Unit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdfUnit 1 - Soil Classification and Compaction.pdf
Unit 1 - Soil Classification and Compaction.pdf
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
 
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...Bhosari ( Call Girls ) Pune  6297143586  Hot Model With Sexy Bhabi Ready For ...
Bhosari ( Call Girls ) Pune 6297143586 Hot Model With Sexy Bhabi Ready For ...
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
 
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
 
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...Top Rated  Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
Top Rated Pune Call Girls Budhwar Peth ⟟ 6297143586 ⟟ Call Me For Genuine Se...
 

Project Risk Management (10)

  • 1. Project Risk Management Sections of this presentation were adapted from A Guide to the Project Management Body of Knowledge 4th Edition, Project Management Institute Inc., © 2008 & A Guide to the Project Management Body of Knowledge 5th Edition, Project Management Institute Inc., © 2013 & Information Technology Project Management Jack T. Marchewka 2006 John Wiley & Sons,
  • 2. Definition Risk • An uncertain event or condition that, if it occurs, has a positive or negative effect on the project objectives. Risk Management • The systematic process of identifying, analyzing, and responding to project risk. It includes maximizing the probability and consequences of positive events and minimizing the probability and consequences of adverse events.
  • 3. Why to Manage Risk? Risk Planning • Requires a firm commitment to risk management from all project stakeholders • Ensures adequate resources to plan for and manage risk • Focuses on preparation Project problems can be reduced as much as 90% by using risk analysis Positives: • More info available during planning • Improved probability of success/optimum project Negatives: • Belief that all risks are accounted for • Project cut due to risk level
  • 4. Key Terms Risk Tolerance – The amount of acceptable risk Risk Adverse – Someone that does not want to take risks Risk Factors – Probability of occurrence – Range of possible outcomes (impact or amount at stake – Expected Timing of event – Anticipated frequency of risk events from that source
  • 5. How to Manage Risk? Use the six risk management processes 1. Plan Risk Management 2. Identify Risks 3. Perform Qualitative Risk Analysis 4. Perform Quantitative Risk Analysis 5. Plan Risk Responses 6. Monitor and Control Risks Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 6. Plan Risk Management Project Scope Statement Cost Management Plan Schedule Management Plan Enterprise Environmental Factors Organizational Process Assets Risk Management Plan  Planning Meetings  Project AnalysisInputs Outputs Tools & Techniques Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 7. What is a Risk Management Plan?  Methodology – Approach, tools, & data  Roles & Responsibilities  Budgeting – Resources to be put into risk management  Timing – When and how often  Risk Categories – Risk Breakdown Structure (RBS)  Definitions – Risk probabilities and impact  Probability and Impact Matrix  Stakeholder tolerances  Reporting formats  Tracking
  • 8. Risk Breakdown Structure Project Technical Limited Design Time Specifications Adherence Organizational Funding Prioritization Resource Availability Project Management Estimates Scheduling Communication Lists categories and subcategories where risks may arise
  • 9. Identify Risks Risk Management Plan Activity Cost Estimates Activity Duration Estimates Scope Baseline Stakeholder Register Cost Management Plan Schedule Management Plan Quality Management Plan Project Documents Enterprise Environmental Factors Organizational Process Assets Risk Register  Documentation Reviews  Information Gathering Techniques  Checklist Analysis  Assumption Analysis  Diagramming Techniques  SWOT Analysis  Expert Judgment Inputs Outputs Tools & Techniques Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 10. Information Gathering Techniques Brainstorming Delphi technique • Successive anonymous questionnaires on project risks with responses summarized for further analysis Interviewing Root cause identification Strengths, weaknesses, opportunities, and threats (SWOT) analysis
  • 12. Diagramming Techniques-Cause and Effect Diagrams Professor Kaoru Ishikawa created Cause & Effect Analysis in the 1960s. The technique uses a diagram-based approach for thinking through all of the possible causes of a problem. This helps you to carry out a thorough analysis of the situation. There are four steps to using Cause and Effect Analysis:  Identify the problem in terms of threat and opportunity  Work out the major factors involved.  Identify possible causes for each factors.  Continue refining the diagram until satisfied that the diagram is complete. And analyze the diagram Also known as Ishikawa or fishbone
  • 13. Cause and Effect Diagrams-Example 1 Product Delivered Late Bad SpecsInsufficient Resources Inadequate Time Project Prioritization Testing Materials Potential Causes Effect Personnel
  • 15. http://www.mindtools.com Cause and Effect Diagrams-Example 2 completed
  • 16. Risk Register List of  Identified risks: in as much detail as is possible.  Event (may occur) IMPACT  Event (if there is a CAUSE)EFFECT  Potential responses : should be used as inputs to the Plan Risk  Root causes of f these risks  Updated risk categories (if required) Potential risk responses should be recorded and used to support future risk identification for this and other projects. .
  • 17. Perform Qualitative Risk Analysis Risk Register Risk Management Plan Project Scope Statement Organizational Process Assets Risk Register Updates  Risk probability and impact statement  Probability and impact matrix  Risk data quality assessment  Risk categorization  Risk urgency assessment  Expert Judgment Inputs Outputs Tools & Techniques Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 18. IT Project Risk Management Planning Process Risk Analysis • Risk = f(Probability * Impact) – What is the probability of a particular risk occurring? – What is the impact on the project if it does occur? Risk Assessment • Focuses on prioritizing risks so that an effective strategy can be formulated for those risks that require a response. – Depends on Stakeholder risk tolerances – You can’t respond to all risks!
  • 19. Risk Analysis and Assessment Tools Qualitative Approaches • Expected Value • Payoff Table • Decision Trees • Risk Impact Table Quantitative Approaches • Probability Distributions – Discrete • Binomial – Continuous • Normal • PERT • Triangular • Simulations
  • 20. Expected Value of a Payoff Table Schedule Risk A Probability B Payoff (in 000s) A + B Prob. * Payoff Project completed 20 days early 5% $300 $15 Project completed 10 days early 20% $100 $20 Project completed on schedule 50% $100 $50 Project completed 10 days late 20% $ -- $ -- Project completed 20 days late 5% $ (50) $ (3) 100% $83 Expected Value
  • 23. Normal Distribution Shape is determined by its mean (µ) and standard deviation () Probability is associated with area under the curve. Since the distribution is symmetrical, the following probability rules of thumb apply  About 68 percent of all the values will fall between +1  of the mean  About 95 percent of all the values will fall between +2  of the mean  About 99 percent of all the values will fall between +3  of the mean
  • 25. PERT distribution uses a three-point estimate where: • a denotes an optimistic estimate • b denotes a most likely estimate • c denotes a pessimistic estimate PERT Mean = (a + 4m + b) / 6 PERT Standard Deviation = (b - a) / 6 PERT Distribution
  • 27. Triangular Distribution uses a three-point estimate similar to the PERT distribution where: • a denotes an optimistic estimate • b denotes a most likely estimate • c denotes a pessimistic estimate weighting for the mean and standard deviation are different from PERT • TRIANG Mean = (a + m + b) / 3 • TRIANG Standard Deviation = [((b-a)2 + (m-a)(m-b)) /18]1/2
  • 29. Simulations Monte Carlo • a technique that randomly generates specific values for a variable with a specific probability distribution. • goes through a specific number of iterations or trials and records the outcome. • @risk Sensitivity Analysis • Tornado Graph
  • 30. Risk Simulation Using @Risk™ for Microsoft Project
  • 31. Output from Monte Carlo Simulation
  • 33. Sensitivity Analysis Using a Tornado Graph Figure 8.14
  • 34. Risk Strategies Depends On: • The nature of the situation itself – Really a threat or an opportunity? • The impact of the risk on the project and objectives – What is the probability and impact of a risk • The project’s constraints in terms of scope, schedule, budget, and quality – Can a response be made with existing resources and/or constraints? • Risk Tolerances or preferences of the project stakeholders – How much risk is tolerable?
  • 35. Methodologies Probability and Impact Matrix • Based on Failure Modes and Effects Analysis (FMEA) • From 1950’s analysis of military systems
  • 36. Probability and Impact Matrix Define Probability Scale & Impact Scale Likelihood Class Likelihood of Occurrence (events/year) Not Likely (NL) <0.01% chance of occurrence Low (L) 0.01 - 0.1% chance of occurrence Moderate (M) 0.1 - 1% chance of occurrence High (H) 1 - 10% chance of occurrence Expected (E) >10% chance of occurrence Consequence Health and Safety Extreme Fatality or multiple fatalities expected High Severe injury or disability likely; or some potential for fatality Moderate Lost time or injury likely; or some potential for serious injuries; or small risk of fatality Low First aid required; or small risk of serious injury Limited No concern Probability ScaleImpact Scale
  • 37. Probability and Impact Plots  Rate each risk on scales then plot on matrix  Construct a mitigation technique for risks above tolerance http://www.lancsresilience.org.uk
  • 38. Risk Register Update Add • Probability and Impact Matrix results • Perform quality check on results • Categorize the risks to make them easier to handle • Perform urgency assessment to determine which risk need immediate attention
  • 40. Perform Quantitative Risk Analysis Risk Register Risk Management Plan Cost Management Plan Schedule Management Plan Organizational Process Assets Risk Register Updates  Data gathering and representation techniques  Quantitative risk analysis and modeling  Expert Judgment Inputs Outputs Tools & Techniques Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 41. Quantitative Risk Analysis Analyze numerically the probability and consequence of each risk Monte Carlo analysis popular Decision Tree analysis on test • Diagram that describes a decision and probabilities associated with the choices Expected Monetary Value Analysis (EMV): with all other things equal, a project with higher EMV is more favorable than a project with lower EMV. EVM helps PMs to analyze potential outcomes based on uncertain conditions  Gives the average value of the decision if it were made repeatedly  Uses all the information concerning events and their likelihood
  • 42. Expected Monetary Value (EMV) Building Cost Probability Optimistic Outcome $150K 0.2 $30K Likely Outcome $230K 0.5 $115K Pessimistic Outcome $300K 0.3 $100K Expected Value $245K
  • 43. Decision Tree Analysis-Example Question Build or Upgrade new APP New APP -$100 Upgrade existing APP -$60 Strong Demand Weak Demand Strong Demand Weak Demand 70% $200 30% $90 70% $120 30% $60 ? ? ? ? Decision Definition Decision Node Chance Node Net Path Value EMV of New APP= ? EMV of Upgrade existing APP?
  • 44. Solution NPV: New App Strong Demand:-$100+ $200= $ 100 NPV: New App Weak Demand:-$100+ $90=- $ 10 NPV: Update App Strong Demand:-$60+ $120= $ 60 NPV: Update App Weak Demand:-$60+ $65= $ 5 Multiply NVP by proability of each scenario: $ 100*70% + (- $ 10)*30= $67 for EMV New APP $ 60*70% + ($ 5)*30= $43,5 for EMV Updating APP
  • 45. Plan Risk Responses Risk Management Plan Risk Register Risk Register Updates  Strategies for negative risks or threats  Strategies for positive risks or opportunities  Contingent response strategy  Expert Judgment Inputs Outputs Tools & Techniques Project Management Plan Updates Risk-related Contract Decisions Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s
  • 46. Strategies Negative Risks (or Threats) • Avoid • Transfer • Mitigate • Acceptance Positive Risks (or Opportunities) • Exploit • Share • Enhance • Acceptance
  • 47. Monitor and Control Risks Risk Register Project Management Plan Work Performance Information Performance Reports Risk Register Updates Risk reassessment  Risk audits  Variance and trend analysis  Technical performance measurement  Reserve analysis  Status meetings Inputs OutputsTools & Techniques Organizational Process Assets Change Requests Project Management Plan Updates Project Document Updates Plan Risk Management Identify Risks Perform Qualitative Risk Analysis Perform Quantitative Risk Analysis Plan Risk Responses Monitor and Control Risk s