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.
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Alert Sequence
3 messages in sequence · 3 verified verbatim
Confirmed wording is transcribed character-for-character from a primary source. Use Verify this quote under each message to open that source in a new tab and compare the text yourself.
How the first alert is built
To check this alert, Claude Opus 5 (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. We ask all members of the Liberty University community to please take preventative measures such as handwashing, sanitizing, disinfecting frequently touched surfaces and objects, and avoiding close contact with those who have symptoms. Our priority is to keep you and all of our other members of our community as safe and healthy as possible. We also ask that if you are experiencing these issues, please stay in your dorm room. If you are experiencing these symptoms, please call 434-592-7641.
Sourcepresent25/25
Final assessment
Present, unanimously: the message speaks in the university's own voice and names the Liberty University community throughout.
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: The sender speaks as Liberty University addressing "our Liberty University community".
- present: The message speaks as "we" on behalf of Liberty University to its community.
- present: The sender speaks as Liberty University, asking "our Liberty University community".
- present: The sender speaks as Liberty University addressing "our Liberty University community".
- present: The sender speaks for "Liberty University" as "we", identifying the institution.
- present: The sender speaks as the institution, "we're asking our Liberty University community".
- present: The sender speaks as "we" on behalf of Liberty University.
- present: The sender speaks for "our Liberty University community", identifying the institution.
- present: The sender identifies itself as speaking for "Liberty University" community leadership.
- present: The sender speaks as "we" on behalf of Liberty University to its community.
- present: The message speaks as the institution, referring to "our Liberty University community".
- present: The sender speaks for "Liberty University" addressing "our Liberty University community".
- present: The sender speaks as "our Liberty University community", identifying the university.
- present: The sender identifies itself as "Liberty University" addressing its community.
- present: The sender speaks as "our Liberty University community", identifying the university.
- present: The university speaks as itself, asking "our Liberty University community".
- present: The sender speaks as Liberty University addressing "our Liberty University community".
- present: The sender speaks as "our Liberty University community", identifying the university.
- present: The sender writes as "we" on behalf of "Liberty University", naming the institution.
- present: The sender speaks as the institution: "we're asking our Liberty University community".
- present: The sender speaks as "we" on behalf of "our Liberty University community".
- present: The message speaks as the institution, "we're asking our Liberty University community".
- present: The sender speaks as the institution: "we're asking our Liberty University community".
- present: The sender speaks as Liberty University addressing our community.
- present: The sender speaks as "our Liberty University community", identifying the university.
Hazardpresent25/25
Final assessment
Present, unanimously: a growing number of students with gastrointestinal illness is described in specific symptomatic detail.
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: It names gastrointestinal illness symptoms including "vomiting, diarrhea" spreading among students.
- present: It names a gastrointestinal illness outbreak with vomiting and diarrhea as the hazard.
- present: It names gastrointestinal illness symptoms: "severe abdominal pain, dehydration, vomiting, diarrhea".
- present: It names gastrointestinal illness with vomiting and diarrhea, a specific health hazard.
- present: It names gastrointestinal illness with "severe abdominal pain, dehydration, vomiting, diarrhea".
- present: It names a gastrointestinal illness outbreak with "vomiting, diarrhea" symptoms.
- present: It names gastrointestinal illness with "vomiting, diarrhea" symptoms, a specific health hazard.
- present: It names a gastrointestinal illness outbreak with "vomiting, diarrhea" among students.
- present: It names gastrointestinal illness symptoms spreading among students, a specific health hazard.
- present: It names a gastrointestinal illness outbreak with vomiting and diarrhea, a specific hazard.
- present: It names gastrointestinal illness with "severe abdominal pain, dehydration, vomiting, diarrhea".
- present: It names a specific health hazard: symptoms of gastrointestinal illness spreading among students.
- present: It names gastrointestinal illness symptoms including vomiting and diarrhea spreading on campus.
- present: It names a specific health hazard: gastrointestinal illness with vomiting and diarrhea spreading among students.
- present: It names gastrointestinal illness symptoms spreading among students, a specific health hazard.
- present: It names a gastrointestinal illness outbreak with vomiting and diarrhea.
- present: Names gastrointestinal illness with vomiting, diarrhea, and severe abdominal pain.
- present: It names gastrointestinal illness symptoms spreading among students, a specific health hazard.
- present: It names a specific health hazard: gastrointestinal illness with vomiting and diarrhea spreading among students.
- present: It names gastrointestinal illness with "severe abdominal pain, dehydration, vomiting, diarrhea".
- present: It names a gastrointestinal illness outbreak with vomiting and diarrhea, a specific health hazard.
- present: It names a specific illness outbreak with "symptoms indicative of gastrointestinal issues" spreading among students.
- present: It names a gastrointestinal illness outbreak with vomiting and diarrhea, a specific health hazard.
- present: It names gastrointestinal illness symptoms spreading among students, a specific health hazard.
- present: It names gastrointestinal illness with "vomiting, diarrhea", a specific health hazard.
Locationpresent25/25
Final assessment
Present, unanimously: the campus is identified as the affected place, with dorm rooms named as where symptomatic students should stay.
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: It says "the campus has experienced" the growing illness, locating it on campus.
- present: It says "the campus" has experienced the growing number of cases.
- present: It locates the outbreak on "the campus" and refers to dorm rooms.
- present: It says "the campus" has experienced growing cases.
- present: It locates the problem on "the campus" and mentions dorm rooms.
- present: It says "the campus has experienced a growing number of students impacted".
- present: It says "the campus" and refers to dorm rooms.
- present: It refers to "the campus" and tells sick people to stay in their "dorm room".
- present: It says "the campus" and refers to staying in "your dorm room".
- present: It says "the campus has experienced" the illnesses, locating the outbreak.
- present: It locates the outbreak on "the campus" and mentions dorm rooms.
- present: It says "the campus has experienced" the outbreak, giving a place.
- present: It says "the campus" and refers to dorm rooms.
- present: It says "the campus has experienced" the outbreak and refers to dorm rooms.
- present: It says "the campus" and refers to dorm rooms.
- present: It refers to the campus and to dorm rooms.
- present: Says "the campus" and refers to dorm rooms.
- present: It says "the campus" and refers to dorm rooms.
- present: It says "the campus" is affected and tells sick people to stay in their dorm room.
- present: It locates the outbreak on "the campus" and mentions dorm rooms.
- present: It places the problem on "the campus" and mentions dorm rooms.
- present: It locates the problem on "the campus" and references dorm rooms.
- present: It says "the campus has experienced a growing number of students impacted".
- present: It says the campus has experienced the outbreak and mentions dorm rooms.
- present: It says "the campus" has experienced growing cases.
Guidancepresent25/25
Final assessment
Present, unanimously: readers are told to wash hands, disinfect surfaces, avoid close contact, stay in their room if ill, and call a given number.
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: It asks people to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
- present: It tells readers to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
- present: It instructs handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It directs handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It asks for handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It directs handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It asks readers to wash hands, disinfect, and "stay in your dorm room" if sick.
- present: It instructs handwashing, disinfecting, avoiding contact, staying in the room, and calling a number.
- present: It instructs handwashing, disinfecting, avoiding contact, staying in dorms, and calling a number.
- present: It instructs handwashing, disinfecting, staying in the dorm room, and calling a number.
- present: It instructs handwashing, disinfecting, avoiding contact, staying in dorm rooms, and calling a number.
- present: It instructs handwashing, disinfecting, avoiding contact, staying in dorm rooms, and calling a number.
- present: It directs handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It asks people to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
- present: It asks people to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
- present: It directs handwashing, disinfecting, staying in dorm rooms, and calling a number.
- present: Advises handwashing, disinfecting, staying in your dorm room, and calling the number.
- present: It asks people to wash hands, disinfect, avoid contact, stay in their dorm room, and call a number.
- present: It directs handwashing, disinfecting, avoiding contact, staying in the dorm, and calling a number.
- present: It tells readers to wash hands, disinfect, avoid close contact, stay in their dorm room, and call a number.
- present: It tells readers to wash hands, disinfect surfaces, stay in their dorm room, and call a number.
- present: It directs handwashing, disinfecting, avoiding contact, staying in your dorm room, and calling a number.
- present: It instructs handwashing, disinfecting, staying in your dorm room, and calling a number.
- present: It asks recipients to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
- present: It tells readers to wash hands, disinfect, avoid contact, stay in dorm rooms, and call a number.
Timepresent25/25
Final assessment
Present, unanimously: the message places the growing case count 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: "over the past few hours" gives a recency cue.
- present: It says the cases arose "over the past few hours".
- present: "over the past few hours" gives a recency cue.
- present: "over the past few hours" gives recency.
- present: It says the cases grew "over the past few hours", a recency cue.
- present: "over the past few hours" gives a clear recency cue.
- present: It says the spread happened "over the past few hours".
- present: It says the cases grew "over the past few hours", a clear recency cue.
- present: "over the past few hours" gives a recency window.
- present: It says the growth happened "over the past few hours", a recency cue.
- present: "over the past few hours" gives a recency cue.
- present: It says the growth occurred "over the past few hours", a recency cue.
- present: "over the past few hours" gives recency.
- present: It says the growth occurred "over the past few hours".
- present: "over the past few hours" gives recency.
- present: "over the past few hours" conveys recency.
- present: Says the situation grew "over the past few hours".
- present: "over the past few hours" gives recency.
- present: It says the growth happened "over the past few hours", a recency cue.
- present: It says the growth occurred "over the past few hours".
- present: The phrase "over the past few hours" gives clear recency.
- present: "over the past few hours" gives a clear recency cue.
- present: It says the spread happened "over the past few hours".
- present: It refers to the past few hours, a recency cue.
- present: "over the past few hours" gives recency.
Impactpresent25/25
Final assessment
Present, unanimously: the reads point to the listed symptoms including severe abdominal pain and dehydration as a statement of what recipients face.
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: It cites "severe abdominal pain, dehydration" and a goal to keep people "safe and healthy", conveying harm.
- present: It describes "severe abdominal pain, dehydration", conveying how serious the illness is.
- present: Symptoms described as severe with dehydration, and a stated priority to keep people "safe and healthy".
- present: It describes severe abdominal pain and dehydration, conveying the illness severity.
- present: "Severe abdominal pain, dehydration" and the safety and health framing convey the harm.
- present: It states consequences including "severe abdominal pain, dehydration", conveying how serious this is.
- present: It cites "severe abdominal pain, dehydration", conveying how serious the illness is.
- present: It describes "severe abdominal pain, dehydration" and frames safety and health as at stake.
- present: It describes "severe abdominal pain, dehydration, vomiting", concrete harm to people.
- present: It describes "severe abdominal pain, dehydration, vomiting", conveying the harm to people.
- present: "severe abdominal pain, dehydration" and a "growing number of students impacted" convey seriousness of harm.
- present: It describes severity: "severe abdominal pain, dehydration, vomiting, diarrhea" affecting a growing number.
- present: It cites "severe abdominal pain, dehydration" and aims to keep people "safe and healthy".
- present: It names "severe abdominal pain, dehydration, vomiting", concrete harm to those affected.
- present: It describes "severe abdominal pain, dehydration, vomiting", conveying the harm the illness causes.
- present: It describes severity: "severe abdominal pain, dehydration, vomiting" among a growing number of students.
- present: Describes severe abdominal pain and dehydration and a growing number impacted, conveying health severity.
- present: It names "severe abdominal pain, dehydration, vomiting", concrete harm to people.
- present: It describes "severe abdominal pain, dehydration" and frames the goal as keeping people "safe and healthy".
- present: It describes severe symptoms including dehydration and frames the goal as keeping people "safe and healthy".
- present: It describes "severe abdominal pain, dehydration" and a "growing number of students impacted", conveying harm.
- present: It describes consequences: "severe abdominal pain, dehydration, vomiting, diarrhea" and a goal of keeping people safe and healthy.
- present: It states consequences: "severe abdominal pain, dehydration, vomiting, diarrhea" affecting health.
- present: It lists severe abdominal pain and dehydration and frames the goal as keeping people safe and healthy.
- present: It describes "severe abdominal pain, dehydration", conveying the harm the illness causes.
Coded by Claude Opus 5
Systematic AI judgments with visible reasoning, not human-validated codings.
Background
Key Findings
Sources
Every claim on this page is meant to be checkable. Open the links below (and the Verify this quote control under each confirmed alert) to read the original university, news, or archive page yourself. Hostnames are shown so you can see where you are going; archived copies survive when live pages move or disappear. See also our methodology.
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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 August 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.