A new project manager receives data on team members and stakeholders including roles, past and current project involvement, and levels of organizational influence. What type of analysis should the project manager perform with this information?

The correct answer is Stakeholder analysis. This process involves systematically gathering and analyzing quantitative and qualitative information to determine whose interests should be taken into account throughout the project. The data described (roles, project involvement, organizational influence) is precisely what's needed to identify stakeholders, understand their impact, and plan appropriate engagement strategies. Qualitative risk analysis focuses on prioritizing individual project risks for further analysis or action by assessing their probability of occurrence and impact. Regression analysis is a statistical process for estimating the relationships among variables. Decision tree analysis is a diagramming and calculation technique for evaluating the implications of a chain of multiple options in the presence of uncertainty. None of these directly address understanding the people involved in the project based on the given information.