Influence Diagram

A visual model that maps cause-and-effect relationships, the sequence of events over time, and how different variables interact to shape possible outcomes.

Key Points

  • Shows causal influences and time ordering among decisions, uncertainties, and results.
  • Uses nodes for variables/events and arrows to indicate direction of influence.
  • Clarifies assumptions, dependencies, and drivers of risk before quantifying them.
  • Often precedes or complements decision trees and other risk analysis techniques.

Example

On a construction project, the team sketches an influence diagram where weather conditions affect concrete curing, which influences the foundation schedule, which then affects framing start dates and overall project duration. Supplier reliability influences delivery dates, which impacts schedule risk and potential overtime costs. Inspections influence rework, which in turn affects budget and timeline.

PMP Example Question

During qualitative risk analysis, the team wants a visual model to depict how supplier reliability, weather, and inspection results could impact the schedule and cost over time. Which tool should they use?

  1. Cause-and-effect (Ishikawa) diagram
  2. Precedence diagram (network diagram)
  3. Influence diagram
  4. Control chart

Correct Answer: C — Influence diagram

Explanation: An influence diagram displays causal influences, timing, and relationships among variables and outcomes, making it ideal for visualizing how factors drive schedule and cost risk.

ICS/OT Cybersecurity Fundamentals — Security Built for Industrial Systems

Industrial control systems cannot be secured like ordinary IT. A forced reboot, aggressive scan, or incompatible patch can interrupt production and create real safety consequences. Effective OT security begins with understanding the systems, constraints, and risks unique to industrial environments.

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Watch the course preview, then build the vocabulary, frameworks, and judgment needed to take credible first steps in ICS/OT cybersecurity.

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ICS/OT Cybersecurity Fundamentals course preview

Build an ICS/OT cybersecurity foundation that fits the real environment

Standard IT controls can disrupt the industrial systems they are meant to protect. Learn how to assess OT risk, design zones and conduits, apply IEC 62443 security levels, use MITRE ATT&CK for ICS, and establish passive asset visibility without risking production. Eight reconstructed incidents connect attacker techniques to the controls that failed, giving you the vocabulary and judgment to make credible security decisions from day one.

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