Norovirus outbreak peaked at 560 reported cases in a single day
AI-generated · every claim is source-linkedIn late February 2024, Liberty University experienced a rapid norovirus outbreak that peaked at 560 reported cases on February 23. The Virginia Department of Health investigated and inspected campus dining services twice, finding no issues. The outbreak declined sharply over the following days, dropping to 203 cases by Sunday and under 100 by Tuesday. The university issued health advisories and distributed rehydration supplies through residence hall staff.
- Alerts
- 3
- Response
- —
- Killed
- —
- Injured
- —
Alert Sequence
3 messages in sequence · 3 verified verbatim
How the first alert is built
To check this alert, Claude (an AI) read it in full 25 separate times, independently. Each read decided whether the message answers each of the six questions and gave a short reason. A final reviewer then weighed all 25 and wrote the plain-English verdict you see when you open a row. The score (for example 22/25) is how many reads agreed; the 25 individual reads are tucked underneath if you want to check them.
Out of an abundance of caution, we're asking our Liberty University community to please be aware that over the past few hours, the campus has experienced a growing number of students impacted by symptoms indicative of gastrointestinal issues, such as severe abdominal pain, dehydration, vomiting, diarrhea, and other symptoms.
Sourcepresent25/25
Final assessment
All 25 reads agree the source is present; the message writes as the Liberty University community.
Who is sending the alert and who is responding. People act faster on a message from a clearly identifiable, credible sender, such as a named department, the police, or a branded alert system, than on an anonymous notice. A branded signature counts.
See all 25 individual reads
- present: Refers to "Liberty University community" as the issuing entity.
- present: It names "Liberty University community", identifying the university sender.
- present: Says "we're asking our Liberty University community", identifying the institution as sender.
- present: It names "Liberty University community" and "we", identifying the issuer.
- present: Refers to "our Liberty University community", identifying the institution as sender.
- present: It refers to "we're asking our Liberty University community", identifying the institution sender.
- present: It names "Liberty University", the issuing institution.
- present: Writes as "we" the "Liberty University community", identifying the institution as sender.
- present: Names "Liberty University", the institution sending it.
- present: It names "our Liberty University community" as the issuing authority.
- present: It names "Liberty University", self-identifying the sender.
- present: Names "Liberty University" as the issuing institution.
- present: Says "we're asking our Liberty University community", the issuer naming itself.
- present: It references "our Liberty University community", identifying the institutional sender.
- present: It references "our Liberty University community", identifying the institutional sender.
- present: Refers to "we" asking "our Liberty University community", identifying the institution as sender.
- present: It references "our Liberty University community", the institution naming itself.
- present: It references "our Liberty University community", identifying the sending institution.
- present: It references the "Liberty University community" being addressed, identifying the institutional sender.
- present: It references "our Liberty University community", identifying the institution as sender.
- present: Names "our Liberty University community", identifying the issuing institution.
- present: Names "our Liberty University community", identifying the issuing institution.
- present: It refers to "our Liberty University community", identifying the institutional sender.
- present: It references "our Liberty University community", the issuing institution.
- present: It names "our Liberty University community", identifying the institution as sender.
Hazardpresent25/25
Final assessment
Unanimous that the hazard is present; gastrointestinal illness with vomiting and diarrhea is named as a health hazard.
What the threat actually is. A complete warning names the specific danger, such as a shooter, a fire, a tornado, or a gas leak, rather than a vague emergency, because people decide what to do based on what they are facing.
See all 25 individual reads
- present: Names "gastrointestinal issues" with vomiting and diarrhea, a specific health hazard.
- present: It names students with "gastrointestinal issues" and listed symptoms, a specific health hazard.
- present: Names "gastrointestinal issues, such as severe abdominal pain, dehydration, vomiting, diarrhea", a specific health hazard.
- present: It names "gastrointestinal issues, such as severe abdominal pain ... vomiting, diarrhea", a specific hazard.
- present: Describes "gastrointestinal issues, such as severe abdominal pain ... vomiting, diarrhea", a specific health hazard.
- present: It names "gastrointestinal issues, such as severe abdominal pain ... vomiting, diarrhea", a specific health hazard.
- present: It describes "gastrointestinal issues, such as severe abdominal pain, dehydration, vomiting, diarrhea", a specific health hazard.
- present: States "symptoms indicative of gastrointestinal issues" like "vomiting, diarrhea", a specific health hazard.
- present: States "gastrointestinal issues" with "vomiting, diarrhea", a specific health hazard.
- present: It names "gastrointestinal issues" with "vomiting, diarrhea", a specific health hazard.
- present: It describes "gastrointestinal issues" with vomiting and diarrhea, a specific health hazard.
- present: Names "gastrointestinal issues, such as severe abdominal pain... vomiting, diarrhea", a specific health hazard.
- present: Describes "gastrointestinal issues, such as severe abdominal pain, dehydration, vomiting", a specific hazard.
- present: It names "gastrointestinal issues" with "vomiting, diarrhea", a specific public-health hazard.
- present: It names "gastrointestinal issues, such as severe abdominal pain, dehydration, vomiting, diarrhea", a specific health hazard.
- present: Names "symptoms indicative of gastrointestinal issues", a specific health hazard.
- present: It names "gastrointestinal issues" with vomiting and diarrhea, a specific health hazard.
- present: It names "gastrointestinal issues" with symptoms like "vomiting, diarrhea", a specific health hazard.
- present: It reports "symptoms indicative of gastrointestinal issues" affecting students, a specific health hazard.
- present: It names "gastrointestinal issues" with "vomiting, diarrhea", a specific public-health hazard.
- present: States "gastrointestinal issues, such as severe abdominal pain... vomiting, diarrhea", a specific health hazard.
- present: Names "gastrointestinal issues" with "vomiting, diarrhea", a specific health hazard.
- present: It names "gastrointestinal issues, such as severe abdominal pain... vomiting, diarrhea", a specific health hazard.
- present: It names "gastrointestinal issues, such as severe abdominal pain... vomiting, diarrhea", a specific health hazard.
- present: It names "symptoms indicative of gastrointestinal issues" like "vomiting, diarrhea", a health hazard.
Locationpresent25/25
Final assessment
All 25 reads agree a location is given, the campus that has experienced the impact.
Where the threat is. Saying whether danger is in a specific building, a part of campus, or area-wide lets people judge their own proximity and choose a safe direction. Without a where, a warning is hard to act on precisely.
See all 25 individual reads
- present: Says "the campus has experienced" the impact, referencing campus.
- present: It says "the campus has experienced", a location reference.
- present: Says "the campus has experienced", a location reference.
- present: It says "the campus", a place reference.
- present: Says "the campus has experienced", referencing the campus.
- present: It says "the campus has experienced", a location reference.
- present: It says "the campus has experienced" the issue, a location reference.
- present: Says "the campus has experienced", a location cue.
- present: Locates it on "the campus".
- present: It says "the campus", a location reference.
- present: It says "the campus" has experienced impacted students.
- present: Locates it on "the campus".
- present: Says "the campus has experienced", a location reference.
- present: It locates it as "the campus".
- present: It says "the campus has experienced" the issue, a location reference.
- present: Says "the campus has experienced a growing number of students impacted".
- present: It says "the campus has experienced" the issues, referencing campus.
- present: It locates it as "the campus has experienced" the impact.
- present: It locates the spread on "the campus".
- present: It says "the campus has experienced" the symptoms, a campus location.
- present: Says "the campus has experienced" the outbreak, a location cue.
- present: Says "the campus has experienced", referencing campus as the place.
- present: It says "the campus has experienced" the symptoms, locating it on campus.
- present: It says "the campus", a location reference.
- present: It locates it on "the campus".
Guidancepresent24/25
Final assessment
Nearly all reads find guidance present via the request to please be aware, with one dissent noting no specific protective action.
The protective action to take. A clear, specific instruction, such as shelter in place, evacuate, avoid the area, or run-hide-fight, drives faster and more correct protective behavior than describing the threat alone.
See all 25 individual reads
- present: Asks the community "to please be aware", a guidance instruction.
- present: It asks the community to "please be aware" of the spreading illness, a precautionary instruction.
- present: Asks the community "to please be aware", a protective awareness instruction.
- present: It asks the community to "please be aware", an instruction to recipients.
- present: Asks the community to "please be aware", an instruction to recipients.
- present: It asks the community to "please be aware", an instruction to recipients.
- present: It asks the community "to please be aware", an instruction to recipients.
- present: Asks the community to "please be aware", an instruction to recipients.
- present: Asks the community to "please be aware", advising awareness as the action.
- present: It asks the community "to please be aware", an instruction to recipients.
- present: It asks the community "to please be aware", a directive to recipients.
- absent: Asks community to "be aware" but instructs no specific protective action.
- present: Asks community "to please be aware", an instruction to recipients.
- present: It asks the community to "please be aware", a precautionary instruction.
- present: It asks the community "to please be aware", a protective action to recipients.
- present: Asks the community to "please be aware", a protective directive.
- present: It asks the community "to please be aware", a directed precaution.
- present: It asks the community "to please be aware", a directed awareness action.
- present: It asks the community to "please be aware", an instruction to recipients.
- present: It asks the community "to please be aware", an instruction to recipients.
- present: Asks the community "to please be aware", a protective awareness instruction.
- present: Asks the community to "please be aware", a cautionary instruction to recipients.
- present: It asks the community to "please be aware", a precautionary instruction to recipients.
- present: It asks the community "to please be aware", a caution action to recipients.
- present: It asks the community to "please be aware", a directive to recipients.
Timepresent25/25
Final assessment
All 25 reads agree time is present via the recency cue over the past few hours.
When the message applies. A timestamp, the word now or immediately, or a phrase like until further notice tells the reader whether the danger is current and how quickly to act.
See all 25 individual reads
- present: Says "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency reference.
- present: Says "over the past few hours", a recency cue.
- present: It uses "over the past few hours", conveying recency.
- present: Uses "over the past few hours" and "growing", recency cues.
- present: It says "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency cue.
- present: Says "over the past few hours", a recency cue.
- present: Uses "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency cue.
- present: Says "over the past few hours", conveying recency.
- present: Uses "over the past few hours", a recency cue.
- present: It uses recency cue "over the past few hours".
- present: It uses "over the past few hours" and "growing", recency cues.
- present: Uses the recency cue "over the past few hours".
- present: It says "over the past few hours", a recency cue.
- present: It uses the recency cue "over the past few hours".
- present: It says "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency cue.
- present: Says it occurred "over the past few hours", a recency cue.
- present: Uses recency cue "over the past few hours".
- present: The phrase "over the past few hours" conveys recency.
- present: It says "over the past few hours", a recency cue.
- present: It says "over the past few hours", a recency cue.
Impactpresent25/25
Final assessment
Present unanimously (25 of 25): details specific gastrointestinal symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, conveying the hazard's effect on people.
What the hazard could do to the people in its path. Beyond naming the threat, a complete warning conveys its potential consequences or severity, such as that a tornado can level buildings or that a leak could be explosive, so recipients grasp how much danger they are in. Research on warning message content finds that a concrete impact statement helps people personalize their risk and act sooner.
See all 25 individual reads
- present: Describes a growing norovirus outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, stating clear harm to people.
- present: It describes a growing outbreak with severe abdominal pain, dehydration, vomiting, and diarrhea, clearly stated harms to people.
- present: Describes a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, conveying clear harm to people.
- present: Reports a norovirus outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, explicit statements of harm to health.
- present: It warns of a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, explicitly stating the harmful health effects.
- present: Lists severe abdominal pain, dehydration, vomiting, and diarrhea affecting students, explicitly conveying harm to people.
- present: Reports a growing outbreak with severe abdominal pain, dehydration, vomiting, and diarrhea, explicitly stated harms to people.
- present: Reports an outbreak with severe abdominal pain, dehydration, vomiting and diarrhea conveying harm to people's health.
- present: Describes a growing number of students with severe abdominal pain, dehydration, vomiting, and diarrhea, conveying harm to health.
- present: Describes a growing outbreak with severe abdominal pain, dehydration, vomiting, and diarrhea, explicit stated harms to people.
- present: Describes a growing outbreak with severe abdominal pain, dehydration, vomiting, and diarrhea, stating specific harmful symptoms.
- present: Reports a growing outbreak with severe symptoms like severe abdominal pain, dehydration, vomiting, and diarrhea, conveying harm to people.
- present: Describes a growing outbreak with severe abdominal pain, dehydration, vomiting, and diarrhea, stating clear harm to people.
- present: Describes growing gastrointestinal illness with severe abdominal pain, dehydration, vomiting, and diarrhea, clearly stated harms to people.
- present: Reports growing illness with severe abdominal pain, dehydration, vomiting, and diarrhea, explicitly stating harmful symptoms affecting students.
- present: Warns of growing illness with severe abdominal pain, dehydration, vomiting, and diarrhea, explicitly stating harmful symptoms affecting people.
- present: It lists severe abdominal pain, dehydration, vomiting, and diarrhea, explicit stated harms to people.
- present: Describes a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, stating specific harm to people.
- present: Describes a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, explicit harm.
- present: Describes severe abdominal pain, dehydration, vomiting, and diarrhea from a growing outbreak, explicitly stated harm to people.
- present: It describes students with severe abdominal pain, dehydration, vomiting, and diarrhea, explicit stated harms to people.
- present: Describes severe abdominal pain, dehydration, vomiting, and diarrhea affecting students, clearly stated physical harm.
- present: Warns of a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, explicit stated harms.
- present: Describes a growing outbreak with symptoms including severe abdominal pain, dehydration, vomiting, and diarrhea, explicit harm to people.
- present: Describes students impacted by severe abdominal pain, dehydration, vomiting, and diarrhea, an explicitly stated harm to people.
Systematic AI judgments with visible reasoning, not human-validated codings.
About this analysisBackground
Key Findings
Sources
- Official
- Official
- News
- News
- Student Paper
- News
Campus Alert Archive. "Liberty University: Norovirus outbreak peaked at 560 reported cases in a single day." Incident of February 23, 2024. Added April 2026; last updated July 2026. https://campusalertarchive.com/case/liberty-university-norovirus-outbreak-2024-02-23/
Alert text quoted on this page remains the work of the issuing institution; the archive is a secondary source.