| Course | IHP 515 Population-Based Epidemiology |
|---|---|
| Module | Module 8 |
| Paper type | graduate paper on outbreak investigation |
| Length | About 1,010 words, 6 pages |
| Format | APA 7 student paper |
| School | Southern New Hampshire University |
| Program | MPH |
| Updated | September 2026 |
Free sample paper for IHP 515 Module 8
Sixty-Four Cases and a Food Stand: Investigating a Festival Salmonella Outbreak
[Student Name]
Southern New Hampshire University
IHP 515: Population-Based Epidemiology
Module Eight Paper
[Instructor Name]
[Date]
Sixty-Four Cases and a Food Stand: Investigating a Festival Salmonella Outbreak
On a Tuesday in May, the Harlan County health department received reports from two emergency departments of an unusual number of patients with diarrhea, fever and abdominal cramps, several mentioning the county's spring festival the previous weekend. By Wednesday, the state laboratory had confirmed Salmonella in stool samples from four patients. This paper describes how the county investigated the cluster, following established steps, and what the investigation found.
The Steps of an Investigation
Reingold (1998) described outbreak investigation as a sequence of steps that are often carried out at the same time rather than strictly in order. Investigators establish that an outbreak exists, confirm the diagnosis, create a case definition, find and count cases, describe them by time, place and person, develop hypotheses about the source, test the hypotheses with analytic studies, carry out control measures and communicate findings. He emphasized that control measures should not wait for final proof when public health is at risk, and that clear communication with the public and partners is part of the job, not an afterthought.
Confirming the Outbreak and Defining Cases
The county typically sees two to four Salmonella cases a month; four confirmed cases in two days, plus many suspected cases, clearly exceeded the expected number. The team created a case definition with three levels. A confirmed case was a person with laboratory-confirmed Salmonella of the outbreak strain who attended the festival. A probable case was a festival attendee with diarrhea and fever beginning within five days after attending, without laboratory testing. Excluded were people whose symptoms began before attending.
Finding Cases
Investigators asked hospitals and urgent care centers to report patients meeting the definition, posted a notice and online survey through the festival's social media and vendor lists and contacted people identified by early cases as companions. Within a week, they identified 64 cases: 19 confirmed and 45 probable. Six people were hospitalized, and none died.
Stool samples were requested from probable cases willing to provide them, which moved several into the confirmed category.
Time, Place and Person
The epidemic curve, plotting cases by date of symptom onset, showed a sharp rise beginning Sunday evening, a peak on Monday and a decline by Wednesday, the classic shape of a point-source outbreak in which people were exposed at roughly the same time. The median time from festival attendance to illness was about 30 hours, consistent with Salmonella's usual incubation period. Most cases attended on Saturday rather than Friday or Sunday. Cases ranged in age from 3 to 78 years, and illness occurred in families and groups who ate together.
Forming Hypotheses
Interviews with the first twenty cases about foods eaten at the festival pointed to several vendors, with chicken tamales from one stand mentioned most often, followed by a lemonade stand and a pulled pork vendor. Because most cases attended on Saturday, investigators hypothesized that a food served that day was contaminated.
Testing Hypotheses with a Case-Control Study
Schulz and Grimes (2002) explain that case-control studies compare exposures in people with and without an outcome and are especially useful in outbreaks, where cases are identified first. Investigators interviewed 58 of the 64 cases and 116 controls, festival attendees on Saturday who did not become ill, recruited through the online survey and companions of cases, using a standard questionnaire listing every food vendor. Among cases, 46 of 58 reported eating chicken tamales; among controls, 22 of 116 did. The odds of exposure among cases were 46 to 12, or 3.83; among controls, 22 to 94, or 0.23. The odds ratio is 3.83 divided by 0.23, about 16.4. Lemonade and pulled pork showed odds ratios near 1.
Table 1. Chicken Tamale Exposure Among Cases and Controls
| Ate chicken tamales | Cases | Controls |
|---|---|---|
| Yes | 46 | 22 |
| No | 12 | 94 |
| Total | 58 | 116 |
Note. Odds ratio = (46 x 94) / (12 x 22) = 16.4. Figures are illustrative.
Considering Bias
Grimes and Schulz (2002) describe how selection bias and information bias can distort associations in observational studies. In this investigation, recall bias was possible, since ill people might remember or report foods differently from well people, especially after news reports mentioned tamales. Selection bias could arise if controls recruited online differed from typical attendees. Investigators reduced these risks by interviewing most cases before the vendor was named publicly, using the same questionnaire for everyone and recruiting some controls as companions of cases. The very strong association, the dose-response pattern in which people who ate two tamales were more often ill and laboratory findings reduced concern that bias explained the result.
Environmental and Laboratory Findings
Environmental health inspectors visited the tamale vendor, who had cooked chicken on Friday, held it overnight in coolers without adequate ice and assembled tamales Saturday morning. Leftover chicken tested positive for the same Salmonella strain found in patients, confirming the source.
Control Measures and Communication
Following Reingold's advice not to wait for final proof, the health department had already asked the vendor to stop selling on Wednesday once early interviews pointed to tamales. After confirmation, it issued a public notice describing symptoms and when to seek care, worked with the vendor on safe cooling and holding practices and required food safety training and a temporary event permit review before future festivals. It also shared findings with the state and with other counties where the vendor operated.
Lessons
The investigation showed the value of prompt reporting by emergency departments, a clear case definition and a quick case-control study. It also revealed a gap: temporary food vendors at festivals received less inspection than restaurants. The county will add pre-event inspections for vendors serving high-risk foods.
The team also found that the online survey recruited controls quickly but skewed toward younger attendees; in future outbreaks, investigators will supplement it with phone recruitment from vendor sales records and ticket lists so that controls better reflect everyone who attended.
Conclusion
Following established steps, the county confirmed the outbreak, defined and found cases, described them by time, place and person, identified chicken tamales through a case-control study with an odds ratio of about 16, confirmed the source with laboratory evidence and acted quickly to protect the public.
References
Grimes, D. A., & Schulz, K. F. (2002). Bias and causal associations in observational research. The Lancet, 359(9302), 248-252. https://doi.org/10.1016/S0140-6736(02)07451-2
Reingold, A. L. (1998). Outbreak investigations: A perspective. Emerging Infectious Diseases, 4(1), 21-27. https://doi.org/10.3201/eid0401.980104
Schulz, K. F., & Grimes, D. A. (2002). Case-control studies: Research in reverse. The Lancet, 359(9304), 431-434. https://doi.org/10.1016/S0140-6736(02)07605-5
What the IHP 515 Module 8 instructions ask for
The IHP 515 outbreak investigation assignment usually asks you to describe or analyze an outbreak using the standard steps of investigation, often with data supplied by your instructor. Graduate papers commonly run four to six APA 7 pages. Walk through each step, write a precise case definition, explain what the epidemic curve's shape implies about exposure, calculate measures of association such as attack rates or odds ratios with every step shown and discuss possible biases. Finish with control measures and communication. Instructors check calculations and case definitions closely, so present two-by-two tables and explain what the numbers mean in plain language. IHP 515 graders notice clean headings in IHP 515 papers. IHP 515 names and dates need checking before IHP 515 submission.
How this IHP 515 Module 8 outbreak investigation paper example is built
This paper investigates a composite county's Salmonella cluster after a spring festival. Reingold's steps structure the work: the outbreak is confirmed against baseline, a tiered case definition is set and active case finding identifies 64 cases. A point-source epidemic curve with a Saturday peak and a 30-hour median incubation suggests one meal. A case-control study, following Schulz and Grimes, yields an odds ratio of about 16.4 for chicken tamales, shown in a two-by-two table. Grimes and Schulz frame recall and selection bias, laboratory tests confirm the source and control measures, communication and pre-event inspections follow. IHP 515 students can reuse this structure for IHP 515 work. IHP 515 claims here trace to cited IHP 515 sources.
Where the IHP 515 Module 8 rubric puts the points
Outbreak investigation papers in IHP 515 are typically judged on following the investigative steps, a precise case definition, interpretation of the epidemic curve, correct calculation of measures of association, discussion of bias, appropriate control measures and communication, scholarly support and APA 7. Strong papers show calculations in two-by-two tables, link the epidemic curve's shape to the type of outbreak and act on control measures before final proof when warranted. Papers lose points when case definitions are vague, calculations contain errors or bias is ignored. Explaining the epidemic curve's shape is often credited. IHP 515 marks favor careful formatting across IHP 515 sections. IHP 515 citations keep every IHP 515 argument credible.
IHP 515 Module 8 help: the mistakes that cost points
In IHP 515, outbreak papers often lose points for skipping steps, for case definitions without time, place and person criteria, for miscalculated odds ratios and for ignoring recall bias. A related weak spot is waiting for laboratory proof before recommending control measures. Follow the steps, define cases precisely, interpret the epidemic curve, show calculations, weigh bias and describe control and communication. If your instructor supplied outbreak data, paste them into your IHP 515 notes so the paper analyzes those exact numbers. IHP 515 drafts start well from a IHP 515 outline. IHP 515 feedback already received guides IHP 515 revisions.
Get IHP 515 Module 8 written to your instructions
Share the IHP 515 outbreak prompt together with the figures your instructor provided. You will receive a paper that follows the investigation steps, writes a precise case definition, interprets the epidemic curve, calculates measures of association in tables, weighs bias and describes control measures, within 24 to 48 hours, free the first time. The paper above is an original model document written by our desk, not a submitted student paper and not an official Southern New Hampshire University document.
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IHP 515 Module 8 questions, answered
Where can I find a free IHP 515 Module 8 Outbreak Investigation Paper sample?
The full paper appears on this page: a festival Salmonella outbreak investigated step by step, with a case-control study and control measures.
Which steps make up an outbreak investigation?
Confirm the outbreak and diagnosis, define and find cases, describe by time, place and person, form and test hypotheses, control the source and communicate.
What does a point-source epidemic curve look like?
A sharp rise and fall within about one incubation period, suggesting people were exposed at roughly the same time.
Why use a case-control study in an outbreak?
Cases are identified first, so comparing their exposures with those of well people efficiently points to the likely source.
Should control measures wait for laboratory confirmation?
No. When evidence points strongly to a source, measures should begin promptly to protect the public.