Four pilot series using the same experimental USU framework

The portfolio covers infectious disease, acute humanitarian food insecurity, child nutrition, and globally calibrated food-insecurity experience data. Each report separates the source evidence from the experimental model and explains the limits on interpretation.

Non-ranked portfolio summary
SeriesSource evidenceExperimental USU resultMain insightTime basis
Dengue in the Americas
WSI-DEN-AMR-2025
4.46 million suspected dengue episodes45.4 million USU
Range: 18.2-95.5 million USU
The modeled total is driven mainly by the large number of non-severe episodes; severe episodes contribute about 0.49% of central burden.Cumulative across reported episodes
Acute food insecurity
WSI-AFI-CH-2026-01
52.3 million people in Crisis or worse109 million USU/day
Range: 82.5-136 million USU/day
Phase 3 accounts for 92.1% of central modeled burden, and the country ordering remains the same as the simpler Phase 3+ source counts.One-day equivalent burden rate
Child wasting
WSI-CW-JME-2024-01
42.8 million children affected by wasting55.9 million USU/day globally
Range: 27.9-83.8 million USU/day globally
Severe wasting contributes 44.4% of central modeled daily burden despite accounting for about 28.5% of the global wasting total.One-day equivalent burden rate
FIES food insecurity
WSI-FIES-2023-2025-v1.0
125 complete FAOSTAT FIES country or territory prevalence records 2.66 million annualized USU per 100,000
Median range: 263,721-5,732,063
Duration assumptions dominate the annualized scenario scale; no country ranking is published. Representative average-year annualized scenario
Do not rank these four headline values against one another. Dengue is cumulative, two pilots are one-day equivalent rates, and the FIES pilot is a retrospective annualized scenario per 100,000. Source universes and model maturity differ.

Pilot research series

Published pilotP2 - evidence-informed mapping

Dengue in the Americas

Regional evidence with an Experimental Cumulative USU Pilot Estimate

45.4 million USU

Deterministic mapping range: 18.2-95.5 million USU

Source evidence: 4.46 million suspected dengue episodesTime basis: Cumulative across reported episodes
Published pilotP1 - early illustrative mapping

Acute food insecurity

Harmonized severity evidence with an Experimental Daily-Equivalent USU Pilot Estimate

109 million USU/day

Deterministic mapping range: 82.5-136 million USU/day

Source evidence: 52.3 million people in Crisis or worseTime basis: One-day equivalent burden rate
Published pilotP1 - early illustrative mapping

Child wasting

Global and regional evidence with an Experimental Daily-Equivalent USU Pilot Estimate

55.9 million USU/day globally

Deterministic mapping range: 27.9-83.8 million USU/day globally

Source evidence: 42.8 million children affected by wastingTime basis: One-day equivalent burden rate
Published pilotP2 - evidence-informed mappingD1 - illustrative duration

FIES food insecurity

Country evidence with an Experimental Retrospective Annualized USU Scenario

2.66 million USU per 100,000

Median deterministic range: 263,721-5,732,063 USU per 100,000

Source evidence: 125 complete FAOSTAT FIES prevalence recordsTime basis: Representative average-year annualized scenario

Pilot label definitions

Experimental USU Pilot Estimate

The result applies provisional assumptions to public source data. It is not a validated measurement of total suffering.

Deterministic mapping range

The range comes from approved low and high scenarios, not from a statistical confidence interval.

P1 - early illustrative mapping

An author-defined starting assumption that can be reviewed and revised.

P2 - evidence-informed mapping

A mapping informed by relevant empirical or clinical evidence, but not yet fully calibrated.

D1 - illustrative duration: the days-at-severity values are transparent WSI scenarios rather than durations measured by the source.

Read the research methodology