VUCA
66/100
VUCA INDEX
SITUATION · CENTRAL AFRICA · PUBLIC HEALTH · BIOSECURITY · HUMANITARIAN

Ebola Outbreak Tracking

VUCA INDEX 66/100INDEX RISING (+14/14D)CONFIDENCE 0.79
IN 30 SECONDS
WHAT THIS ISEbola virus disease continues to erupt periodically in the Democratic Republic of Congo, Uganda and neighboring states, with the DRC alone having weathered more than a dozen outbreaks. Case counts, geographic spread and case-fatality rates fluctuate sharply between events, and vaccine stockpiles plus rapid-response teams are the primary containment levers. Cross-border movement and porous health systems keep regional spillover risk elevated.
LATEST CHANGERecurrent Ebola flare-ups in Central Africa keep surveillance systems on alert.
NEWEST EVIDENCE“The DRC Ebola outbreak has claimed at least 452 lives, according to figures as of 3 July 2026.” (assessed, confidence 0.60)
WATCH NEXTWHO DRC situation reports for Kisangani case count and any new health-zone declarations over the next 4 weeks.
WHAT CHANGED · LAST 72H
DRC toll hits 600 deaths across 1,759 confirmed cases, 34% CFR; Africa CDC calls it continent's fastest-growing.
Bundibugyo spreads beyond Ituri: suspected cases in Tshopo and Haut-Uele, plus Kisangani, 600km from epicentre.
Uganda declares its outbreak contained; dispatches personnel and two mobile labs to DRC.
WHY IT MATTERS

This matters because an Ebola flare-up that jumps a porous DRC border into a city or refugee corridor can overwhelm fragile health systems fast, and the only real brakes are limited vaccine stockpiles and rapid-response teams that take days to deploy.

WHY NOW

Central Africa is in an active surveillance-alert posture with recurrent DRC and Uganda flare-ups, and cross-border movement keeps regional spillover risk elevated between events.

INTENSITY · OBSERVED + FORECAST
BASELINE 55+11 VS BASELINE
90D OBSERVEDFORECAST · DASHED
NARRATIVE SENTIMENT MONITOR

How coverage of this dynamic sounds, measured daily with an open lexicon over the last week's reporting — not what is true, and not our judgment. Rows split by worldview appear when sources align to a published faction (via desk-reviewed profiles or the weekly lexicon ledger); until then, the overall tone stands alone.

All coverageTONE NEGATIVE (-42 / −100…+100)77 DOCS

DETERMINISTIC LEXICON · 7-DAY WINDOW, DAILY · OFF-TOPIC ITEMS EXCLUDED · HOVER DOC COUNTS FOR THE OUTLETS · SCORING ENGINE IGNORES THIS ENTIRELY

PUBLIC ATTENTION · SEARCH INTEREST
Ebola outbreak3NEAR ITS BASELINEAS OF 2026-07-11

GOOGLE TRENDS, TRAILING 90 DAYS · NORMALIZED TO ITS OWN PEAK (100) — RELATIVE ATTENTION, NOT VOLUME · NOT A SCORING INPUT

DOWNSTREAM EFFECTS · WHAT THIS TOUCHES, AND HOW
Kisangani urban containment riskCritical Mineral LeverageEV battery and chip mineral supply chainsGlobal rVSV-ZEBOV vaccine stockpileInternational airline screening and entry r…Uganda's health system and border economyH5N1 Panzootic WatchGlobal outbreak surge-response capacityGlobal Grain SecurityGreat Lakes regional staple food pricesTHIS SITUATION

VIOLET NODES = THIRD-ORDER (PROPAGATES THROUGH ANOTHER TRACKED SITUATION) · MECHANISMS & WATCH INDICATORS BELOW

MAY AFFECTKisangani urban containment risk

BECAUSE A confirmed case in a city of over one million people 600 km from the epicentre creates dense-transmission and airport-hub spread that mobile labs and rapid-response teams struggle to ring-fence.

WATCH FOR WHO DRC situation reports for Kisangani case count and any new health-zone declarations over the next 4 weeks

MAY AFFECTEV battery and chip mineral supply chains— THROUGHCritical Mineral LeverageTHIRD-ORDER

BECAUSE Ebola quarantines and movement restrictions in DRC mining provinces cut cobalt and coltan output, tightening critical-mineral leverage, which then raises input costs and delivery risk for battery and semiconductor makers.

WATCH FOR DRC monthly cobalt export tonnage and LME cobalt spot price

MAY AFFECTGlobal rVSV-ZEBOV vaccine stockpile

BECAUSE Simultaneous DRC and Uganda outbreaks force ring-vaccination drawdowns from a fixed emergency stockpile, shrinking the buffer for the next flare-up.

WATCH FOR ICG/Gavi published doses-available figure and any replenishment orders to Merck

MAY AFFECTInternational airline screening and entry rules

BECAUSE The imported France case and infected co-passengers prompt stepped-up US and EU entry screening and contact-tracing on flights originating from the region.

WATCH FOR Number of states imposing DRC-travel entry restrictions or IATA/ECDC screening advisories issued

MAY AFFECTUganda's health system and border economy

BECAUSE Importation of DRC cases plus Uganda's deployment of personnel and mobile labs to DRC diverts scarce clinical capacity while border screening slows commerce.

WATCH FOR Uganda Ministry of Health confirmed case count and Bunia/Mpondwe border crossing throughput

MAY AFFECTGlobal outbreak surge-response capacity— THROUGHH5N1 Panzootic WatchTHIRD-ORDER

BECAUSE Ebola pulls WHO and CDC epidemiologists and emergency funds toward Central Africa, compounding H5N1 panzootic monitoring demands, which then thins the pool of deployable rapid-response experts worldwide.

WATCH FOR WHO Contingency Fund for Emergencies disbursements and number of active GOARN deployments

MAY AFFECTGreat Lakes regional staple food prices— THROUGHGlobal Grain SecurityTHIRD-ORDER

BECAUSE Ebola-driven border quarantines choke cross-border staple trade in eastern DRC and Uganda, tightening local availability that feeds into wider regional grain-security stress.

WATCH FOR FEWS NET price bulletins for maize and beans in eastern DRC and western Uganda

THEATER · CENTRAL AFRICA
LOADING MAP…

The glow marks this situation's center — its size follows the current intensity (66/100). Drag to pan; the buttons on the map add layers.

WATCH NEXT
INDICATOR WHO DRC situation reports for Kisangani case count and any new health-zone declarations over the next 4 weeks(moves Kisangani urban containment risk)
INDICATOR DRC monthly cobalt export tonnage and LME cobalt spot price(moves EV battery and chip mineral supply chains)
INDICATOR ICG/Gavi published doses-available figure and any replenishment orders to Merck(moves Global rVSV-ZEBOV vaccine stockpile)
INDICATOR Number of states imposing DRC-travel entry restrictions or IATA/ECDC screening advisories issued(moves International airline screening and entry rules)
TIMELINE · HOW WE GOT HERE
JUL 08
Suspected Ebola cases surface in DRC's Tshopo and Haut-Uele provinces.
Why it mattered — Signals spread beyond the Ituri epicentre, raising containment stakes.
JUL 05
Uganda dispatches personnel and two mobile labs to DRC
Why it mattered — Regional mutual aid backstops DRC response amid funding cuts.
JUL 05
Uganda declares its Ebola outbreak contained
Why it mattered — Marks successful regional containment nearly two months after declaration.
JUL 05
Uganda dispatches personnel and two mobile labs to DRC.
Why it mattered — Signalled regional pooling of response capacity toward the source.
JUL 05
Uganda declares its Ebola outbreak contained.
Why it mattered — Demonstrated a neighbour halting spread while DRC's epicentre persists.
JUL 04
French Ebola patient recovers after two negative PCR tests, discharged.
Why it mattered — Averted onward transmission in Europe and eased the imported-case scare.
JUL 04
French Ebola patient recovers after two negative PCR tests, discharged
Why it mattered — Contained Europe's first case, easing cross-border alarm.
JUL 03
DRC outbreak death toll reported at least 452
Why it mattered — Marks the scale and lethality of the ongoing outbreak.
JUL 02
WHO enrolls first patients in Bundibugyo remdesivir/MBP-134 trial
Why it mattered — First therapeutic trial against the strain driving the outbreak.
JUN 23
Humanitarian doctor flies DRC to France, later tests positive.
Why it mattered — First Ebola case on French territory, signalling intercontinental spillover risk.
JUN 23
Humanitarian doctor flies from DRC to France, later tests positive for Ebola
Why it mattered — First Ebola case on French territory; signals transcontinental spillover risk.
MAY 18
Africa CDC declares Bundibugyo outbreak a continental public health emergency.
Why it mattered — Elevated regional mobilisation, a day after WHO's PHEIC.
MAY 15
DRC declares Ebola outbreak after weeks of undetected transmission.
Why it mattered — Formal start of the fastest-growing outbreak on the continent.
MAY 15
Uganda declares Ebola outbreak after importation from DRC
Why it mattered — Confirmed cross-border spread of the Bundibugyo strain.
MAY 15
Uganda declares Ebola outbreak after case importation from DRC.
Why it mattered — Marked cross-border spread from the DRC epicentre into a neighbouring state.
WHY THIS SCORE · THE ENGINE'S OWN INPUTS
66+1 / 24H+14 / 7D+14 / 30D
CONFIDENCE 79%UPDATED 2026-07-11 01:41Z

Evidence now cuts both ways on a published claim (index up 14 this week).

VOLATILITY67
how fast events are arriving vs the norm
UNCERTAINTY49
how much the evidence disagrees or hedges
COMPLEXITY79
how many actors and linkages are in play
AMBIGUITY35
how contested the interpretation is
MOMENTUM +14 / 14DHORIZON 90D0 CLAIMS · 0 EVIDENCE ITEMS
WHAT'S DRIVING IT
WORLD-STATE measured signals about the situation itself
  • +forecasters genuinely disagree on open questions
COVERAGE the information environment — attention, not events
  • +sharp day-over-day shift in reporting rate
EVIDENCE QUALITY how solid the read is
  • +1 of 32 published claims in active dispute
  • +58 sources fresh within 48h

Reading this block: score change = the VUCA composite vs prior periods (24H/7D/30D). Momentum (on cards) = directional pressure over 14 days — a dynamic can be up on 14 days and flat this week. Coverage measures reporting volume, not world events. Confidence is our confidence in the assessment, not in any outcome.

SIGNAL MIX: 43% LIVE MEASUREMENT · 57% CALIBRATED BASELINE (SET FROM VERIFIED HISTORICAL RECORDS WHEN COVERAGE OPENED). EVERY DOSSIER STARTS BASELINE-HEAVY AND SHIFTS TO LIVE MEASUREMENT AUTOMATICALLY — FULL WEIGHT AFTER ~30 MEASURED DAYS. METHOD: /METHODOLOGY.

ACTORS · 5
STRUCTURED DATA · PRIMARY SOURCES

PRIMARY DATASETS · TRACKED REFERENCE · AUTOMATED SIGNAL EXTRACTION IN A LATER PHASE

RAW SIGNAL · LIVE
INGESTION V0 · RELEVANCE-FILTERED
UNVERIFIED SIGNAL · 8 ITEMS NOT YET CONFIRMED ON-TOPICLa société civile de l’Ituri appelle à des mesures urgentes pour renforcer la riposte contre Ebolaradiookapi.net · JUL 10 · 19:11ZL'UNICEF alerte sur la saturation de la crèche d'Ebola et l'effondrement des accouchements hospitaliers en Ituriradiookapi.net · JUL 10 · 18:03ZL’ONG Hands For Help alerte sur la « banalisation » d’Ebolaradiookapi.net · JUL 10 · 15:57ZDR Congo: Understanding Ebola risk in Ituri's IDP sites : perceptions, prevention constraints and response needsreliefweb.int · JUL 10 · 10:49ZDR Congo: Sites de déplacés face à Ebola en Ituri : perceptions du risque, contraintes de prévention et besoins opérationnels (Juillet 2026)reliefweb.int · JUL 10 · 10:27ZUN Urges Swifter Ebola Response in DR Congomiragenews.com · JUL 9 · 19:45ZSuspected Ebola patient placed in hotel with deportees from US , lawyers sayseattletimes.com · JUL 9 · 19:30ZSuspected Ebola patient placed in Equatorial Guinea hotel with deportees from the US , lawyers saynews4jax.com · JUL 9 · 19:30Z

RAW FEED — NOT YET EXTRACTED INTO CLAIMS · OFF-TOPIC ITEMS ARE FILTERED BUT KEPT FOR AUDIT · LINKS LEAVE VUCA NEWS

COMMON QUESTIONS
What is happening with Ebola Outbreak Tracking?

Recurrent Ebola flare-ups in Central Africa keep surveillance systems on alert. Ebola virus disease continues to erupt periodically in the Democratic Republic of Congo, Uganda and neighboring states, with the DRC alone having weathered more than a dozen outbreaks. Case counts, geographic spread and case-fatality rates fluctuate sharply between events, and vaccine stockpiles plus rapid-response teams are the primary containment levers. Cross-border movement and porous health systems keep regional spillover risk elevated.

Why does ebola outbreak tracking matter?

This matters because an Ebola flare-up that jumps a porous DRC border into a city or refugee corridor can overwhelm fragile health systems fast, and the only real brakes are limited vaccine stockpiles and rapid-response teams that take days to deploy.

How serious is the situation right now?

The VUCA index reads 66/100 (0 = calm, 100 = critical) and is rising over the last 14 days. The score is computed daily from measured inputs and explains itself on this page.

How does VUCA News know this?

Ebola Outbreak Tracking carries 32 published claims, each linked to its evidence chain and verification state. Nothing publishes without passing the verification pipeline; the method is public at vucanews.com/methodology.

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