| Course | PU580 Environmental Epidemiology |
|---|---|
| Unit | Unit 9 |
| Paper type | Risk communication piece |
| Length | About 1,000 words, 6 pages double-spaced |
| Format | APA 7 student paper |
| School | Purdue University Global |
| Program | Master of Public Health (MPH) |
| Updated | October 2026 |
Free sample paper for PU580 Unit 9
Eleven Cancers Is Real and the Cluster Analysis Cannot Tell You Why: A Unit 9 Risk Communication Piece Written for Parents Who Counted the Cases Themselves, With the Four Different Diseases Their Eleven Includes
[Student Name]
Purdue University Global
PU580: Environmental Epidemiology
Unit 9 Risk Communication Piece
[Instructor Name]
[Date]
The street, the closed plant and the eleven cases are composite; the cluster investigation method, the statistics and the research cited are real.
The Letter
To the families of Rowley Street We have completed the review you asked for. This letter explains what we found, what we could not find out, and what happens next. We are not going to tell you that your count was wrong, because it was not.
What You Counted, and What We Confirmed
You reported eleven children diagnosed with cancer among families who have lived on or near Rowley Street since 2009. We confirmed ten of those eleven in the state cancer registry. The eleventh was diagnosed in another state and the record has been requested. What we also found, which you did not have access to, is what the ten cases were. They are four different diseases: three acute lymphoblastic leukemias, two brain tumors of two different types, three lymphomas and two solid tumors unrelated to each other. That matters for the question you asked, and we explain why below.
Why Four Diseases Changes the Question
Childhood cancer is not one illness. A chemical exposure that causes leukemia does not generally cause brain tumors, and no known exposure causes all four of these at once. When a group of cases includes several unrelated cancers, it usually means we are looking at the ordinary pattern of a common group of diseases in a defined place rather than at a single cause. That is not a reason to dismiss what you found. It is the reason our review cannot conclude that one source produced these cases, and we would be misleading you if we said otherwise. If the eleven had been eleven leukemias, we would be writing you a different letter. They are not, and we think you should know exactly why that matters.
What the Statistics Say, and Their Honest Limit
We calculated how many childhood cancers would be expected among the population of your area over fifteen years, using statewide rates by age and sex: 7.8 cases. You have 10 confirmed. That is higher than expected and it is within the range that chance produces: the probability of 10 or more when 7.8 are expected is about 23 percent. The limit of that calculation is real and we want to state it rather than hide behind it. Any boundary we draw changes the answer. Your street alone has fewer expected cases and so looks more unusual; the surrounding neighborhood has more and looks less so. Because clusters are usually noticed first and bounded afterward, around the cases, the arithmetic tends to overstate how unusual they are. Reviews of this kind across the country have rarely identified an environmental cause, and this is the main reason why (Kingsley et al., 2007; Thun & Sinks, 2004).
What We Found About the Plant
The electroplating plant operated from 1961 to 1998. Its permitted discharges included chromium and nickel compounds. We reviewed state files and found two violations, in 1983 and 1991, both for wastewater discharge rather than air emissions. We also did something the file did not contain. We sampled soil at eight locations on your street and in the two yards nearest the fence line, and we sampled three private wells still in use. Chromium in soil at the fence line was elevated above background and below the level at which we would recommend any action in a residential yard. The wells were below drinking water standards for every metal tested. Those results are attached in full, including the ones we are describing as reassuring, because you should be able to check them.
What We Cannot Tell You
We cannot tell you what any individual child was exposed to between 1961 and 1998, because nobody measured it. We cannot rule out that exposures then were higher than what we measured now. And we cannot tell any one family whether their child's cancer was caused by the plant, which is the question most of you actually asked us. No study of any size can answer that for an individual.
What We Are Doing Next
1. Obtaining the out-of-state record to complete the count.
2. Keeping Rowley Street under annual registry review for five years, and telling you the result each year whether or not it changes.
3. Asking the environmental agency to complete a formal site assessment, which carries authority ours does not, and sending you the request and the response.
4. Holding a meeting at the library on the second Tuesday of next month, where the epidemiologist who did this work will answer questions. The soil and well results will be on the table.
Why This Letter Is Written the Way It Is
A note on the letter itself, for the record. We have led with your count rather than with our statistics, given you the soil and well results in full, and said plainly what we cannot answer. That is deliberate. Concern about a hazard follows whether it was chosen, whether it is understood and whether somebody else imposed it, far more than it follows a calculated probability (Slovic, 1987). A plant you did not choose, chemicals you cannot see and a file you were never shown score badly on all three, and no arithmetic from us will change that. What can change it is that you hold the same numbers we do.
One Request
If you know of a family who lived on the street and has moved away, please tell us. Our review can only see people the registry can find at an address, and the cases we are most likely to have missed are the ones who left.
References
Kingsley, B. S., Schmeichel, K. L., & Rubin, C. H. (2007). An update on cancer cluster activities at the Centers for Disease Control and Prevention. Environmental Health Perspectives, 115(1), 165-171. https://doi.org/10.1289/ehp.9021
Slovic, P. (1987). Perception of risk. Science, 236(4799), 280-285. https://doi.org/10.1126/science.3563507
Thun, M. J., & Sinks, T. (2004). Understanding cancer clusters. CA: A Cancer Journal for Clinicians, 54(5), 273-280. https://doi.org/10.3322/canjclin.54.5.273
What the PU580 Unit 9 assignment asks for
Unit 9 usually asks for a communication to an affected community. Accept the residents' own count before explaining anything, because a letter that opens by correcting them will not be read. Give the information they could not obtain, such as what the cases actually were, and explain why it changes the question. Report the statistic and its weakness in the same section, including the effect of drawing a boundary around known cases. Attach all results, not a summary. State plainly what you cannot answer, especially about any individual child. Then list commitments with dates and named people, and ask the community for something only they can supply.
How the PU 580 Unit 9 example is put together
The letter on this page confirms ten cases, requests the eleventh record from another state, and then names four unrelated diagnoses among the ten. A highlighted line tells the families that eleven leukemias would have produced a different letter and explains why. A margin note says the count is accepted before anything is explained. The statistic appears with its boundary problem in the same section, flagged by a note, and the soil and well sampling is reported including the results that reassure. A section lists what cannot be answered, four dated commitments follow, and the letter closes by asking for the families who have moved away.
Reading the PU580 Unit 9 grading rubric
Marking rewards sequence and candor. The opening paragraph carries substantial credit: accept the count, state what was confirmed, and promise an explanation rather than a correction. Points go to supplying information the community could not get, especially the distribution of diagnoses, and to explaining why several unrelated cancers weaken a single-source hypothesis. The statistic must appear with its limitation in the same breath to score fully. Attaching complete results, including favorable ones, is rewarded. Credit follows a clear statement that no study can answer the individual question. Commitments with dates and named staff are expected, and so is a request the community alone can meet.
Common PU580 Unit 9 mistakes, and how to avoid them
The commonest failure is a letter that opens with statistics, which reads as a refusal. Confirm the count first. The second error is reporting the probability without the boundary problem, since clusters are noticed first and bounded afterward, which inflates how unusual they look. Third, do not summarize sampling results; attach them, because a community that cannot check the numbers will not accept them. Avoid the phrase no cause for concern, which answers a question nobody asked. And do not promise an answer about an individual child, which no design can deliver. A letter written around your own assigned case comes back inside two days. Two smaller habits cost marks as well: writing in the passive voice throughout, which makes every commitment ownerless, and burying the meeting date in a final paragraph where a worried reader will not reach it.
Get a PU580 Unit 9 example written to your instructions
Say who the PU580 Unit 9 piece is for, residents, parents, workers or a school board, and what finding or exposure it must explain; attach any data and the rubric. The free first custom sample, delivered in 24-48 hours, pairs the community-facing document with the rationale many sections require for the instructor. The paper above is an original model document written by our desk, not a submitted student paper and not an official Purdue University Global document.
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PU580 Unit 9 questions, answered
Where can I find a free PU580 Unit 9 sample paper?
The complete letter to the families, with its commitments, is published on this page.
Why does the mix of diagnoses matter?
Because childhood cancer is not one illness. No known exposure causes leukemia, two kinds of brain tumor, lymphoma and unrelated solid tumors together.
Is ten cases against 7.8 expected unusual?
It is higher than expected and within the range chance produces, about 23 percent. Drawing the boundary around known cases also inflates how unusual it looks.
Should the letter admit what it cannot answer?
Yes. No study can tell one family whether their child's cancer was caused by a site, and saying so is more trustworthy than deflecting.
What should the closing section contain?
Commitments with dates and names, attached results, and a request the community alone can meet, such as identifying families who moved away.