Podcast
Questions and Answers
In the context of overall project risk analysis, what is the most critical reason for project sponsors and organizational stakeholders to seek relatively representative cost and schedule risk assessments?
In the context of overall project risk analysis, what is the most critical reason for project sponsors and organizational stakeholders to seek relatively representative cost and schedule risk assessments?
- To provide project managers with a comprehensive understanding of resource allocation, thereby maximizing project efficiency.
- To create a baseline for subsequent risk assessments, ensuring consistency in risk management practices across various projects.
- To comply with mandatory auditing requirements as dictated by international accounting standards.
- To inform decisions regarding project approval, termination, or the implementation of high-level remedial actions such as adjusting project objectives or risk tolerances. (correct)
Why are direct aggregations of individual (qualitative) project risks typically deemed imprudent when deriving overall project risks, particularly in large, complex projects?
Why are direct aggregations of individual (qualitative) project risks typically deemed imprudent when deriving overall project risks, particularly in large, complex projects?
- Because this approach leads to an overestimation of overall project risks.
- Because regulatory compliance standards mandate a separate quantitative risk assessment, rendering the aggregation of qualitative risks redundant.
- Because such aggregations often fail to account for interdependencies and synergistic effects among risks, leading to potentially inaccurate or misleading overall risk assessments. (correct)
- Because qualitative risks are inherently subjective and cannot be quantified for meaningful aggregation.
How do overall (quantitative) project risk assessments fundamentally leverage individual (qualitative) risk identification and analysis to enhance project management effectiveness?
How do overall (quantitative) project risk assessments fundamentally leverage individual (qualitative) risk identification and analysis to enhance project management effectiveness?
- By validating the accuracy of individual risk assessments through a top-down quantitative approach.
- By statistically correlating qualitative risk scores with quantitative project performance metrics.
- By converting qualitative risk assessments into quantitative data through econometric modeling, enabling a more precise calculation of overall project risk exposure.
- By using the insights from qualitative risk analysis to inform and prioritize individual risks, thereby guiding resource allocation and risk response strategies. (correct)
In the context of project risk management, when employing expert judgment for determining overall (quantitative) project risks, what critical measure should be adopted to mitigate potential biases arising from overbearing or overly opinionated subject matter experts (SMEs)?
In the context of project risk management, when employing expert judgment for determining overall (quantitative) project risks, what critical measure should be adopted to mitigate potential biases arising from overbearing or overly opinionated subject matter experts (SMEs)?
When estimating overall project cost and schedule risk by decomposing the project plan into mutually exclusive segments (i.e., major WBS elements or project phases), what is the most critical prerequisite for ensuring the accuracy and reliability of this approach?
When estimating overall project cost and schedule risk by decomposing the project plan into mutually exclusive segments (i.e., major WBS elements or project phases), what is the most critical prerequisite for ensuring the accuracy and reliability of this approach?
What key factor most significantly influences the acceptability of overall project cost and schedule estimates derived independently by assessing Work Breakdown Structure (WBS) elements with expert judgment?
What key factor most significantly influences the acceptability of overall project cost and schedule estimates derived independently by assessing Work Breakdown Structure (WBS) elements with expert judgment?
How does the use of modeling and simulation tools align with augmenting project team capabilities in integrated project master scheduling, and what organizational support infrastructure is essential to leverage these tools effectively?
How does the use of modeling and simulation tools align with augmenting project team capabilities in integrated project master scheduling, and what organizational support infrastructure is essential to leverage these tools effectively?
What inherent challenges are recognized to potentially impede the effective utilization of modeling and simulation tools for overall project risk assessment?
What inherent challenges are recognized to potentially impede the effective utilization of modeling and simulation tools for overall project risk assessment?
In project risk assessment models built from the project's integrated master schedule (IMS), what role do task interdependencies play, and how are they incorporated to analyze cost or schedule risk?
In project risk assessment models built from the project's integrated master schedule (IMS), what role do task interdependencies play, and how are they incorporated to analyze cost or schedule risk?
How are Monte Carlo simulations employed within the context of project risk assessment, and what fundamental output do they generate to aid in decision-making?
How are Monte Carlo simulations employed within the context of project risk assessment, and what fundamental output do they generate to aid in decision-making?
Within the application of project modeling and simulation, how can probability paths be strategically inserted into the project schedule to enhance the granularity of risk assessment?
Within the application of project modeling and simulation, how can probability paths be strategically inserted into the project schedule to enhance the granularity of risk assessment?
When is it most appropriate to develop a customized probability distribution based on actual past data points in project modeling and simulation?
When is it most appropriate to develop a customized probability distribution based on actual past data points in project modeling and simulation?
What foundational element dictates the effectiveness of modeling and simulation in analyzing overall project risks, particularly concerning complexity, fidelity, and precision of results?
What foundational element dictates the effectiveness of modeling and simulation in analyzing overall project risks, particularly concerning complexity, fidelity, and precision of results?
What practical guidelines should be adhered to when implementing modeling and simulation to analyze overall project risks in a pragmatic and effective manner?
What practical guidelines should be adhered to when implementing modeling and simulation to analyze overall project risks in a pragmatic and effective manner?
When soliciting three-point estimates for task durations to refine project schedules, which strategy effectively mitigates unrealistic expectations and promotes buy-in from project team members?
When soliciting three-point estimates for task durations to refine project schedules, which strategy effectively mitigates unrealistic expectations and promotes buy-in from project team members?
What potential risk is inherent in inputs where the best-case or worst-case estimate is identical to the nominal estimate, and how can this be addressed?
What potential risk is inherent in inputs where the best-case or worst-case estimate is identical to the nominal estimate, and how can this be addressed?
What critical form of evaluation does modeling and simulation enable, allowing project teams to identify influential factors affecting project cost and schedule performance using a 'Tornado Diagram'?
What critical form of evaluation does modeling and simulation enable, allowing project teams to identify influential factors affecting project cost and schedule performance using a 'Tornado Diagram'?
Why might a project's original Gantt chart completion date exhibit a lower probability of achievement than initially projected, particularly in complex and highly uncertain projects?
Why might a project's original Gantt chart completion date exhibit a lower probability of achievement than initially projected, particularly in complex and highly uncertain projects?
How does 'merge bias' manifest in project scheduling, and what implications does it have for project execution and overall risk assessment?
How does 'merge bias' manifest in project scheduling, and what implications does it have for project execution and overall risk assessment?
When a project team leverages modeling and simulation tools prior to establishing the Plan of Record (POR), what significant benefits are gained, and how does this proactive approach augment project planning?
When a project team leverages modeling and simulation tools prior to establishing the Plan of Record (POR), what significant benefits are gained, and how does this proactive approach augment project planning?
In the context of overall project cost risk assessment, how does the application of modeling and simulation impact the range of probable results and the assessment of the 'nominal' (most likely) cost estimate derived from an interview process?
In the context of overall project cost risk assessment, how does the application of modeling and simulation impact the range of probable results and the assessment of the 'nominal' (most likely) cost estimate derived from an interview process?
What consideration should guide the selection of a target probability level for overall project cost, especially when stakeholders exhibit a conservative, risk-averse stance?
What consideration should guide the selection of a target probability level for overall project cost, especially when stakeholders exhibit a conservative, risk-averse stance?
What common biases can affect schedule estimates? How can the likelihood that one's Gantt chart deterministic schedule will need more buffer be addressed and what steps should a project team take?
What common biases can affect schedule estimates? How can the likelihood that one's Gantt chart deterministic schedule will need more buffer be addressed and what steps should a project team take?
In the framework of project risk management, how are 'What-if' analyses and design of experiments (DOE) employed to evaluate and refine project plans, and what strategic benefits do they offer?
In the framework of project risk management, how are 'What-if' analyses and design of experiments (DOE) employed to evaluate and refine project plans, and what strategic benefits do they offer?
How should project teams use project data collected over time and what is the relevance of this process to assessing future project risks?
How should project teams use project data collected over time and what is the relevance of this process to assessing future project risks?
What role do Figures of Merit or metrics play when monitoring and controlling projects using the modeling and simulation tool? How should they be tracked?
What role do Figures of Merit or metrics play when monitoring and controlling projects using the modeling and simulation tool? How should they be tracked?
How can an organization bolster its ability to forecast upcoming risks for projects that feature a consistent output? What should be established to support the forecasting?
How can an organization bolster its ability to forecast upcoming risks for projects that feature a consistent output? What should be established to support the forecasting?
Which methodologies are typically used to assess overall project risk and include key points such as project cost and schedule, knowledgeable individuals, and an integrated project master schedule?
Which methodologies are typically used to assess overall project risk and include key points such as project cost and schedule, knowledgeable individuals, and an integrated project master schedule?
Within the realm of project management, what role does past project schedule performance data fill for predicting the future and what chapter should be consulted for further insight, according to the provided documentation?
Within the realm of project management, what role does past project schedule performance data fill for predicting the future and what chapter should be consulted for further insight, according to the provided documentation?
What should project sponsors and organizational stakeholders do if their organization's tolerances shift over the course of a project?
What should project sponsors and organizational stakeholders do if their organization's tolerances shift over the course of a project?
What is overall project risk usually influenced or affected by?
What is overall project risk usually influenced or affected by?
What is the most common methodology that is used due to its complexity and relative low cost?
What is the most common methodology that is used due to its complexity and relative low cost?
When using expert judgement as a tool or technique for quantitative analysis, where does the process start?
When using expert judgement as a tool or technique for quantitative analysis, where does the process start?
Why is it important to determine the credibility of experts when estimating overall project costs and schedule?
Why is it important to determine the credibility of experts when estimating overall project costs and schedule?
What are some of the side benefits of implementing modeling and simulation tools into a project?
What are some of the side benefits of implementing modeling and simulation tools into a project?
Why would a team look at cumulative probability curves in modeling and simulation work?
Why would a team look at cumulative probability curves in modeling and simulation work?
What is the primary input to the model when using modeling and simulation for analyzing overall project risks?
What is the primary input to the model when using modeling and simulation for analyzing overall project risks?
Flashcards
Overall Project Risk Analysis
Overall Project Risk Analysis
Cost and schedule risk assessments that help project sponsors and stakeholders decide whether to approve, shut down, or remediate a project.
Scope of Overall Project Risk Assessment
Scope of Overall Project Risk Assessment
Focuses primarily on project cost and schedule objectives while also considering scope and quality risks.
Methods for Assessing Overall Project Risks
Methods for Assessing Overall Project Risks
Using techniques such as interviewing, expert judgment, modeling, and simulations to assess overall risks.
Aggregating Individual Project Risks
Aggregating Individual Project Risks
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Relationship Between Individual and Overall Risks
Relationship Between Individual and Overall Risks
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Quantitative Analysis tools
Quantitative Analysis tools
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Interviewing & Expert Judgement
Interviewing & Expert Judgement
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Modeling and Simulation
Modeling and Simulation
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Expert Judgement
Expert Judgement
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Delphi Method
Delphi Method
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Estimating risk via plan segments
Estimating risk via plan segments
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Modeling and Simulation
Modeling and Simulation
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Requirements for Modeling and Simulation
Requirements for Modeling and Simulation
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Project Risk Assessment Models
Project Risk Assessment Models
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Easiest Method of Modeling
Easiest Method of Modeling
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Simulation Composition
Simulation Composition
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Simulation Outputs
Simulation Outputs
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Tools that enable greater insight
Tools that enable greater insight
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Customized Distribution
Customized Distribution
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Triangle Generation Distribution
Triangle Generation Distribution
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Primary Input to the Model
Primary Input to the Model
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Establishing Project Plan
Establishing Project Plan
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Rule of thumb
Rule of thumb
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Three-Point Estimates
Three-Point Estimates
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Side Benefit of Normalizing
Side Benefit of Normalizing
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"What-If" Analysis
"What-If" Analysis
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Tornado Diagram
Tornado Diagram
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Diagram Priorities
Diagram Priorities
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Skewed to the right
Skewed to the right
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Merge bias
Merge bias
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Project Progress effects
Project Progress effects
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Track Deliverables
Track Deliverables
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Organization assistance.
Organization assistance.
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Estimating benefits
Estimating benefits
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Assess credibility
Assess credibility
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Gather information.
Gather information.
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Project Cost and Schedule
Project Cost and Schedule
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Data Credibility
Data Credibility
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Methodology tools.
Methodology tools.
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Individual Risk Evaluations
Individual Risk Evaluations
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Study Notes
- Project sponsors need cost and schedule risk assessments to approve projects, shut projects down, or take remedial actions
- Project managers should provide insights via useful tools and techniques
- Overall project risk assessment focuses on project cost and schedule objectives, and incorporate scope and quality risks as well
- Methods like interviewing, expert judgment, modeling, and simulation can assess overall project risks
Performing Overall (Quantitative) Project Risk Analysis
- Assessing overall project risk is difficult for large, complex projects
- Aggregating individual qualitative risks is not prudent to derive overall project risks
- Overall quantitative project risk assessments benefit from individual qualitative risk identification and analysis, and vice versa
- Overall project risk can determine the priority to place on individual qualitative risks
- Overall project risk is driven by individual risks and the team should account for these
- Risk Management Tools and Techniques for Quantitative Analysis
- Interviewing and eliciting expert judgment is the most common methodology
- Modeling and simulation provides greater accuracy at a higher cost
- Determining overall quantitative project risks can be done via raw expert judgment
- Relying on opinion may be difficult but organizations shouldn't discount wisdom of subject matter experts
Determining Overall Risk Via Interviewing and Expert Judgment
- SMEs include project managers, team members, technical gurus, managers, sponsors, and consultants
- The process starts by providing experts with final project plans including individual project risk assessments
- Use Delphi method - each SME provides anonymous inputs for others to consider,- to address personal bias
- Estimating overall project costs and schedule risk can be achieved by breaking it into project segments through WBS elements
Determining Overall Risk Via Modeling and Simulation
- Independently assess WBS elements, then combine results to arrive at low, medium, and high overall project cost estimates
- These tools and techniques are becoming more user-friendly, reducing costs and improving ease of use
- Project risk assessment models are built of the project's Integrated Master Scheduling (IMS)
- The schedule has the tasks/activities on or near the project critical path, as well as their interdependencies
- A cost probability distribution is needed for each item for cost risk assessment
- Task/Activity durations distribution needed for schedule risk assessment
- Modeling should use triangular distributions based on three-point estimates for each activity
- Simulation comprises of notional schedule runs from task cost/durations that are derived from probability distributions
- Creates Monte Carlo simulation
- Histograms and cumulative probability curves are generated for specific milestones
- Cost-related histograms accumulate results that fall into money bins
- Schedule-related histograms reflect results accumulated for dates
Modeling and Simulation Tools
- Some modeling and simulation tools enable one to insert probability paths into schedules
- Probability distribution functions can be tailored for the tasks/activities
- Develop customized distribution based on actual past data points for customized distribution
- Use triangle-generation distribution based on a percentage for best and worst-case estimates
- Enhancements can be made relative to the output, plotting and tracking historical milestone
- The primary input to the model is the project's IMS and WBS as it segregates work activities
- The more complete/accurate the IMS, the more precise the results
Guidelines
- Focus on higher-level aggregate activities
- Establish the project plan by committing to the worst (90%) case-schedule
- Work to the best (10%) case schedule
- Teams don't complete tasks ahead of schedule
- Commit to the worst-case and work to the best-case dates for critical paths
- Ask for three-point estimates that bound the extremes in a reasonable way
- Normalizing the inputs received helps produce the side benefit of filtering out inputs that are overly aggressive or conservative
- Enable "What-Ifs" performed to determine the individual risks that have greatest impact on overall project performance
- Tornado Diagram identifies the tasks that have the most influence on the probability distribution for a particular milestone
- The tasks are displayed top to bottom in order of criticality
- Identifies which tasks should be given the highest priority for risk-response actions
- There’s a potential issue in the project's Gantt Chart because the average value of the three-point distributions are right skewed
Modeling and Simulation Analysis
- Analysis can uncover basic issues with the project schedule structure
- This can determine the drivers behind probabilistic results and has an additional benefit relative to risk management
- "What-if" analyses can be performed to determine the individual project risks that have the most impact
- Trade-off analyses can evaluate project plan changes to proactively address risks
- Design of experiments (DOE) analysis can lead to project risk information
- It's is useful to run simulations for both project schedule and cost at the same time
- "What-if" analysis can be done to determine the appropriate project plan to optimize those priorities
Modeling and Simulation - Monitoring and Contro
- As project progresses and schedule details are adjusted, the simulation results will reflect these changes
- Track the probabilities of achieving delivery milestones, and can be a good health indicator
- Organizational assets provide benefits to planning and risk assessment
- Past project data are invaluable especially for organizations that develop similar products
- Assessing project risk can benefit from the data if information is consistently collected,
- Formulate distributions to make three-point estimates or customized distributions
- Data from follow on deployments are low risk
- Projects can use historic project data if consistent WBSs have been established as organizational governance guidelines
Summary
- Expert Judgement is common, modeling and simulation is accurate
- The two primary concerns for projects are cost and schedule
- Methodologies require knowledgeable, experienced individuals, and inputs/outputs
- Fidelity to schedule has to do with an integrated project master schedule
- Modeling and simulation tools provide many benefits.
- Assessing and modifying the project plan
- Determining which risks make the most impact
- Determining individual risk responses through trade-off analysis
- Providing the team with supplemental project monitoring and controlling
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