Please enable JavaScript.
Coggle requires JavaScript to display documents.
UNIT V: SIMULATION, ANALYSIS, AND VALIDATION OF SCENARIOS - Coggle Diagram
UNIT V: SIMULATION, ANALYSIS, AND VALIDATION OF SCENARIOS
🌿 1️⃣ Application of Impact and Probability Matrices
🔹 Concept
→ Evaluates environmental factors.→ Combines impact and probability.→ Classifies elements on a grid.→ Guides strategic decisions.
🔹 Characteristics
→ Vertical axis: level of impact (low, medium, high).→ Horizontal axis: probability of occurrence.→ Placement based on expert judgment and data.→ Four quadrants of analysis.
🔹 Objectives
→ Prioritize urgent factors.→ Identify strategic risks.→ Monitor minor changes.→ Discard less relevant elements.→ Focus resources.
🔹 Importance
→ Ranks problems and opportunities.→ Reduces exposure to risk.→ Strengthens institutional preparedness.→ Facilitates consensus among stakeholders.→ Improves decision-making.
🌿 2️⃣ Scenario Simulation and Modeling Techniques
🔹 Concept
→ Builds formal representations of the system.→ Integrates economic, social, and political variables.→ Establishes relationships through equations or rules.→ Allows experimentation with assumptions.
🔹 Characteristics
→ Simple models (diagrams, decision trees) to complex ones (system dynamics).→ Use of specialized software (Vensim, Stella, NetLogo, R, Python).→ Simulation of different initial conditions.→ Detects emergent behaviors.
🔹 Main techniques
→ System dynamics (feedback loops, cycles).→ Agent-based models (collective behavior).→ Matrix-based scenario analysis.→ Stochastic / Monte Carlo simulations.
🔹 Importance
→ Facilitates understanding of complex systems.→ Validates scenarios with greater robustness.→ Anticipates consequences before implementation.→ Fosters a culture of experimentation.
🌿 3️⃣ Evaluation of Consequences and Sustainability of Each Scenario
🔹 Concept
→ Identifies economic, social, and environmental impacts.→ Analyzes direct and indirect effects.→ Incorporates an ethical and political reading.→ Evaluates multidimensional sustainability.
🔹 Dimensions of sustainability
→ Economic (financial viability).→ Social (cohesion, inclusion, legitimacy).→ Environmental (responsible use of resources).→ Institutional (governance, management).
🔹 Objectives
→ Determine who wins and who loses.→ Assess risks and opportunities.→ Verify resilience to disruptions.→ Prioritize, combine, or discard scenarios.
🔹 Importance
→ Turns scenarios into tools for action.→ Ensures desirable and achievable futures.→ Strengthens prospective responsibility.
🌿 4️⃣ Foresight Monitoring Indicators
🔹 Concept
→ Detect emerging trends.→ Validate scenario assumptions.→ Identify tipping points.→ Trigger early warnings.
🔹 Quality criteria
→ Relevance.→ Clarity.→ Measurability.→ Updatability.→ Strategic usefulness.
🔹 Components
→ Thresholds or reference points.→ Quantitative and qualitative data.→ Dynamic visualization dashboards.→ Strategic information systems.
🔹 Importance
→ Links the anticipated future to the present.→ Strengthens active surveillance.→ Promotes continuous learning.
🌿 5️⃣ Feedback for Dynamic Adjustment
🔹 Concept
→ Adjusts strategic direction without losing vision.→ Reviews scenarios as hypotheses, not predictions.→ Relies on strategic monitoring systems.→ Reformulates variables or projections.
🔹 Characteristics
→ Individual, organizational, and collective learning.→ Periodic updating of scenarios.→ Participatory and inclusive dimension.→ Identifies resistance and opportunities.
🔹 Objectives
→ Maintain coherence with the future vision.→ Readjust projections in response to deviations.→ Strengthen adaptive capacity.→ Consolidate organizational learning.