Crisis Probability Function

A global crisis probability function is a way of describing how likely the world is to experience a major systemic breakdown at any given moment, based on the combined pressure of economic, political, and environmental conditions. It treats the world not as separate countries acting independently, but as one interconnected system where stress in one area can quickly spread to others. Financial instability, debt accumulation, supply chain disruptions, geopolitical tensions, and climate shocks all interact, and the overall risk depends on how these forces reinforce each other rather than on any single factor in isolation. In this framework, crises are not gradual or linear events. They tend to emerge when multiple stresses build up at the same time and push the global system past a tipping point. Small shocks can become large if the system is already fragile, especially when countries and markets are tightly connected. This is why periods that look stable on the surface can still contain hidden instability: risks accumulate quietly and then appear suddenly when conditions align in the wrong way. The key idea is that timing and interaction matter more than individual problems. From a global policy perspective, thinking in terms of crisis probability is less about predicting exact disasters and more about managing systemic vulnerability. International institutions like the UN and World Bank focus on monitoring early warning signals and reducing fragility before thresholds are reached. The goal is to strengthen resilience so that shocks are absorbed rather than amplified. In that sense, the “function” is really a way of continuously assessing how close the world is to instability, and how small changes in policy, trust, or cooperation can shift the entire system toward either stability or crisis.

Authors

Publication Details

Journal
OSF Preprints (OSF Preprints)
Published
2026-01-01
DOI
https://doi.org/10.17605/osf.io/pum79
Primary Topic
Leadership, Behavior, and Decision-Making Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Crisis Probability Function

Raphael Louis
OSF Preprints (OSF Preprints)
Leadership, Behavior, and Decision-Making Studies
article

Crisis Probability Function

Raphael Louis
article en

Abstract

A global crisis probability function is a way of describing how likely the world is to experience a major systemic breakdown at any given moment, based on the combined pressure of economic, political, and environmental conditions. It treats the world not as separate countries acting independently, but as one interconnected system where stress in one area can quickly spread to others. Financial instability, debt accumulation, supply chain disruptions, geopolitical tensions, and climate shocks all interact, and the overall risk depends on how these forces reinforce each other rather than on any single factor in isolation. In this framework, crises are not gradual or linear events. They tend to emerge when multiple stresses build up at the same time and push the global system past a tipping point. Small shocks can become large if the system is already fragile, especially when countries and markets are tightly connected. This is why periods that look stable on the surface can still contain hidden instability: risks accumulate quietly and then appear suddenly when conditions align in the wrong way. The key idea is that timing and interaction matter more than individual problems. From a global policy perspective, thinking in terms of crisis probability is less about predicting exact disasters and more about managing systemic vulnerability. International institutions like the UN and World Bank focus on monitoring early warning signals and reducing fragility before thresholds are reached. The goal is to strengthen resilience so that shocks are absorbed rather than amplified. In that sense, the “function” is really a way of continuously assessing how close the world is to instability, and how small changes in policy, trust, or cooperation can shift the entire system toward either stability or crisis.

OSF Preprints (OSF Preprints)
Climate action
Openalex Percentile: Top 14%
Leadership, Behavior, and Decision-Making Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Crisis Probability Function — Raphael Louis · OSF Preprints (OSF Preprints) (2026) | TGRS Research Map | TGRS