HLTH 3115 Week 7 Surveillance Analysis Example

Public and Global Health Walden University Free custom sample in 24 to 48h

This HLTH 3115 Week 7 surveillance analysis example pulls a headline outbreak back into its sequence: the 2014-2015 measles outbreak linked to two California theme parks, followed from the national case definition through exposure, detection, notification, alert and publication. Walden HLTH 3115 asks BS in Public Health students to put a figure on the delay at each handoff where a source records one, and the analysis takes every date from Zipprich and colleagues' report in the national weekly surveillance bulletin. A table shows 8 to 11 days from exposure to rash, 8 days from rash to state notification, 2 days to a confirmed cluster and national alert and 37 days to an early-release report. The case definition, from CDC, shapes every date. Jajosky and Groseclose's review of reporting timeliness frames the findings, and the analysis names the early intervals the published report leaves out.

CourseHLTH 3115 Public and Global Health
WeekWeek 7
Paper typeSurveillance analysis
LengthAbout 1,090 words, 6 pages
FormatAPA 7 student paper
SchoolWalden University
ProgramBS in Public Health
UpdatedOctober 2026

Free sample paper for HLTH 3115 Week 7

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From Theme Park Exposure to Published Report: The 2014-2015 California Measles Outbreak Followed Through Each Surveillance Handoff, With the Delay at Every Step That a Source Recorded

Student Name

Walden University

HLTH 3115: Public and Global Health

Instructor Name

Month Day, Year

What this page is doingThe title names one event and promises a measured delay at each handoff, which is how the analysis pulls a headline back into its sequence.
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From Theme Park Exposure to Published Report: The 2014-2015 California Measles Outbreak Followed Through Each Surveillance Handoff, With the Delay at Every Step That a Source Recorded

The Event

In early 2015, news reports described a measles outbreak linked to two adjacent Disney theme parks in Orange County, California. In the coverage, the outbreak appeared all at once. This analysis follows it through the stages of surveillance, from the case definition that determines what counts, through detection and reporting to public health authorities, to publication in the national surveillance report, and records the delay at each handoff wherever a published source gives the dates. The measles virus genotype identified in the outbreak, B3, had recently caused a large outbreak in the Philippines and had been detected in at least 14 countries (Zipprich et al., 2015), so the event is also an example of how a disease circulating abroad enters a country's surveillance system.

Stage 1: The Case Definition

Surveillance begins with a definition, because only cases that meet it are counted. The national case definition for measles in the United States describes the clinical illness as a generalized rash lasting at least three days, a temperature of at least 101°F (38.3°C) and cough, runny nose or conjunctivitis (Centers for Disease Control and Prevention, 2013). A confirmed case requires laboratory evidence, such as a positive test for measles-specific IgM antibody or measles virus genetic material, or a direct link to a laboratory-confirmed case. The definition also sets the exposure period as 7 to 21 days before rash onset. Every date in the sequence below depends on this definition: exposure is dated from it, and a case is confirmed only when it is met.

Stage 2: Exposure and Onset

The patients linked to the parks reported visiting them during December 17-20, 2014 (Zipprich et al., 2015). The first reported patient, an unvaccinated 11-year-old, had rash onset on December 28. That is 8 to 11 days after the exposure window, which fits the definition's 7- to 21-day exposure period. This interval is biological, not a surveillance delay; nothing in the system could have shortened it.

Stage 3: Detection and Notification

The California Department of Public Health was notified of the suspected case on January 5, 2015, eight days after the child's rash began. The report does not say how much of that interval passed before the child was seen, before measles was suspected or before a local health department forwarded the report. That is the most important missing detail in the sequence: an eight-day delay could reflect a family waiting to seek care, a clinician not considering measles in a disease that many had never seen or a reporting chain between local and state agencies. On the same day, the state received reports of six more suspected cases in California and Utah residents, all of whom had visited the parks.

Table 1

Surveillance Handoffs and Recorded Delays

StepDateDelay from previous stepSource |
Exposure at theme parksDecember 17-20, 2014n/aZipprich et al. (2015) |
Rash onset, first reported patientDecember 28, 20148-11 daysZipprich et al. (2015) |
State health department notified of suspected caseJanuary 5, 20158 daysZipprich et al. (2015) |
Seven California cases confirmed; press release and national alert to other statesJanuary 7, 20152 daysZipprich et al. (2015) |
Report posted as an early release in the national weekly surveillance reportFebruary 13, 201537 daysZipprich et al. (2015) |
Report published in the weekly issueFebruary 20, 20157 daysZipprich et al. (2015) |

Each delay is counted from the date of the step above; the 8-day delay to notification is the gap between the first patient's rash and the state's first report of the case.

Stage 4: Confirmation and Alert

By January 7, two days after the first notification, seven California cases had been confirmed, and the state issued a press release and a notification through the national Epidemic Information Exchange to other states (Zipprich et al., 2015). This was the fastest handoff in the sequence. It was fast because the cluster was already visible: several suspected cases with a shared exposure arrived together, and the shared exposure itself suggested an outbreak.

Stage 5: Publication

The outbreak was described in the national weekly surveillance report as an early release on February 13, 2015, and in the regular weekly issue on February 20 (Zipprich et al., 2015). By February 11, the report counted 125 confirmed cases with rash onset from December 28 to February 8 in U.S. residents linked to the outbreak, 110 of them in California. The 37 days between the alert to other states and the national publication were not 37 days of silence; the alert had already reached health departments. Publication served a different purpose: a citable, analyzed account for clinicians and the public, including the finding that 45% of California patients were unvaccinated.

What the Delays Show

Jajosky and Groseclose (2004), reviewing timeliness in U.S. surveillance, found that published evaluations rarely measure timeliness in a standard way and that national reporting delays from disease onset varied widely by disease. This event fits that picture: the published report gives some dates exactly and leaves others out. The delays it does record show a pattern common to outbreaks. The longest surveillance delay, eight days from onset to state notification, occurred before the system knew there was an outbreak, when the case was a single sick child. Once a cluster was recognized, confirmation and alerting took two days. Publication took longer, but by then it was not the step on which the public health response depended.

What Cannot Be Measured From the Sources

The published report does not record when the first patient sought care, when measles was first suspected or when specimens reached the laboratory. Those intervals would show where the eight-day delay accumulated and which part of the system could shorten it. Their absence is itself a finding: the sources that compress an outbreak into a headline also compress the early surveillance steps, where the largest delay occurred.

Conclusion

Followed through its handoffs, the outbreak shows a biological interval of 8 to 11 days from exposure to rash, an 8-day surveillance delay from rash to state notification, a 2-day step from notification to confirmed cluster and national alert and 37 more days to a published analysis. The case definition shaped every one of these dates. The longest avoidable delay came before anyone knew there was an outbreak, which is the stage that headlines skip.

References

Centers for Disease Control and Prevention. (2013). Measles (rubeola) 2013 case definition. National Notifiable Diseases Surveillance System. https://ndc.services.cdc.gov/case-definitions/measles-2013/

Jajosky, R. A., & Groseclose, S. L. (2004). Evaluation of reporting timeliness of public health surveillance systems for infectious diseases. BMC Public Health, 4, Article 29. https://doi.org/10.1186/1471-2458-4-29

Zipprich, J., Winter, K., Hacker, J., Xia, D., Watt, J., & Harriman, K. (2015). Measles outbreak: California, December 2014-February 2015. Morbidity and Mortality Weekly Report, 64(6), 153-154. https://www.cdc.gov/mmwr/preview/mmwrhtml/mm6406a5.htm

What the HLTH 3115 Week 7 instructions ask for

Surveillance analyses ask you to follow one event through the steps by which it becomes known. Choose an outbreak or event with a published account that gives dates. Begin with the case definition, since it determines what counts. Then record each handoff, from exposure or onset to detection, notification, confirmation, alert and publication, with its date and source. Calculate the delay between steps wherever the source allows. Distinguish biological intervals, such as incubation, from surveillance delays that a system could shorten. Note which steps the source does not date, and explain why those gaps matter. A table of steps, dates and delays helps the reader follow the sequence. Conclude with where the longest avoidable delay occurred and what the published record leaves out.

How this HLTH 3115 Week 7 example is built

The analysis opens by explaining how coverage compressed the event and notes the virus genotype's international links. A section describes the national measles case definition. Sections follow the event through exposure and onset, detection and notification, confirmation and alert, and publication, with Table 1 giving each date, delay and source from Zipprich and colleagues. A section interprets the pattern of delays with Jajosky and Groseclose's review of timeliness. A section lists intervals the published report does not record, such as when the first patient sought care. The conclusion identifies the longest avoidable delay as the one before the outbreak was recognized.

Reading the HLTH 3115 Week 7 rubric

Faculty grade a surveillance analysis on precision about dates and clarity about what each delay means. Starting from the case definition earns credit, since it shows the student understands that surveillance counts what a definition allows. Each delay should be calculated from sourced dates. Distinguishing biological intervals from system delays is valued. Faculty reward analyses that say what the source does not record, because missing intervals often hide the largest delays. Interpretation supported by a reading on timeliness shows depth. Analyses that report only the headline numbers, invent dates or treat publication as the moment of public health response earn less. Accurate citation of the outbreak report is checked.

HLTH 3115 Week 7 help: mistakes that cost marks

Look for an outbreak report in a surveillance bulletin, such as a national weekly report, since these usually give dates. Read it with a pencil and mark every date. Put the dates in order and label each as a step: exposure, onset, report, confirmation, alert, publication. Calculate the days between steps. Then ask which intervals are biology and which are the system. Look for the step the report skips; it is often the first one. Find the case definition the report used. A sample analysis of an outbreak you choose is something our writers can prepare. Double-check every subtraction, since off-by-one errors in date arithmetic are easy to make and easy for a reader to catch.

Get a HLTH 3115 Week 7 example written to your instructions

Send the Week 7 prompt, the rubric your classroom posted and the event to trace, and the desk returns the chain link by link with every lag sourced, one free sample, back in 24-48h. Where after-action reporting was never published for a step, the analysis records that absence and puts no plausible-looking interval in its place.

More HLTH 3115 papers and BS in Public Health samples

HLTH 3115 Week 7 questions, answered

Where can I find a free HLTH 3115 Week 7 sample paper?

The analysis of the 2014-2015 California measles outbreak's surveillance timeline, with its delay table and references, is free to read here.

Which event does the HLTH 3115 Week 7 example follow?

The measles outbreak linked to two adjacent theme parks in Orange County, California, in December 2014.

What delays does the analysis record?

Eight days from the first patient's rash to state notification, two days to a confirmed cluster and alert and 37 days more to an early-release report.

Why does the case definition matter?

It determines what counts as a case, how exposure is dated and when a case is confirmed.

What does the published report leave out?

When the first patient sought care, when measles was suspected and when specimens reached the laboratory.