QUANTITATIVE RISK ANALYSIS – RISK MANAGEMENT TOOLS
April 15, 2010 by Project Manager
Filed under Risk Management
Risk is the probability of occurrence of an event or activity that might have an adverse effect on the project, including on cost, schedule, safety, scope, or quality. It is therefore important to plan for risk management.
Risk management involves identifying risks, analyzing the impact of risks, and subsequently devising a risk response plan. Quantitative risk analysis involves assigning numeric ratings to the identified risks to demarcate high and low value risks.
The basic purpose of performing a quantitative risk analysis includes deriving:
For quantifying risks, the following details are required:
Once the above listed details are available, Quantitative Risk Analysis can be performed using the following tools and techniques:
Assessing: This is a data gathering phase in which stakeholders and project team members met to discuss information about past project experiences and their relevance to the project risks. The information to be documented will depend on the kind of probability distribution that will subsequently be used for analyzing the results. This information can also be used for verifying the credibility of the analysis.
Valuing: The expected monetary value is calculated by multiplying the probability of occurrence of a risk event with the value of the risk event. If cost is a major governing factor for the project, then the risks with higher expected monetary value need to be addressed as a priority.
Simulation: While performing a simulation, a model of the system or process is used to derive the expected results. The Monte Carlo analysis can be used to quantify risks.
Decision Tree Analysis: The decision tree is a useful tool for choosing an option from various alternatives. It is used to explore different options and the outcome of selecting a specific option.
Sensitivity Analysis: This technique is used to determine the risks which are likely to have the highest impact on the project. In sensitivity analysis, the effect of each risk is examined while keeping all other uncertain elements at baseline values.
It is important to observe the trends which are likely to appear during Quantitative Risk Analysis. Monitoring risks gives the opportunity to perform further analysis of the risks that pose the maximum threat to the project and then devise an appropriate risk response plan and also to determine the effectiveness of risk mitigation strategies.
PM Pathway’s risk management tools are designed to facilitate the determination of project risk consequence levels, record project risks and mitigation strategies and determine residual project risk, all in an easy reporting format.
PM Pathway was established to provide affordable access (for all project management professionals and students) to high quality, proven project management templates to improve the outcome of their projects. They have been developing templates and procedures for clients on a consultancy basis for over 15 years and now offer these same tools to the broader project management community via their website. For more information, visit www.pmpathway.com.
