| Course | PUBH 6036 Public Health Research Methods |
|---|---|
| Week | Week 8 |
| Paper type | Measurement memo |
| Length | About 780 words, 4 pages |
| Format | Memo, APA 7 citations |
| School | Walden University |
| Program | Master of Public Health (MPH) |
| Updated | October 2026 |
Free sample paper for PUBH 6036 Week 8
Memorandum
To: Study Team, Cedar Hollow Child Sleep and Attendance Study
From: Graduate Research Assistant
Date: Month Day, Year
Re: How "confirmed infestation in the home" will be measured at each visit
The Phrase We Must Measure
Our question calls the exposure an infestation that is "confirmed," found "in the home" and present "at the start" of the school year. Each of those words asks something of a measure. "Confirmed" means more than a belief; "in the home" means the child's apartment, not the building; "at the start" ties the reading to September. This memo compares the three practical options against that phrase, plus a fourth that was proposed and set aside, and recommends a pairing.
Option 1: Caregiver Report
A caregiver can be asked, "In the past month, have you seen bed bugs or bites from them in your home?" The question is cheap, takes seconds and captures what the family has lived with. It fails the word "confirmed." In a building-wide survey of 2,372 low-income apartments, 49% of the infestations found by inspection and trapping were in apartments whose residents were unaware of any bed bug activity (Wang et al., 2016). Bites are also a poor signal. Only 68% of residents living with confirmed infestations in that survey reported symptoms after being bitten (Wang et al., 2016). Report also carries a social risk: some caregivers will not say yes to a researcher working beside their landlord, whatever the consent form promises. Report will under-detect, and it will under-detect unevenly.
Option 2: Visual Inspection
A trained inspector can examine mattress seams, bed frames, sofa cushions and nearby baseboards for live insects, cast skins and fecal spots. Inspection is objective, can be done in 15 to 20 minutes and gives a result on the day. Its weakness is light infestations. In the New Jersey survey, brief visual inspections detected 72% of infestations (Wang et al., 2016), and inspection was less effective than interceptor cups at finding small numbers of insects in an earlier apartment study (Wang et al., 2011).
Option 3: Interceptor Cups
Interceptors are plastic dishes placed under the legs of beds and sofas; insects traveling to or from a sleeper fall in and cannot climb out. Read after seven days, they detected 89% of infestations in the New Jersey survey (Wang et al., 2016). They need no lure and no skill to place, and a reading is a count, which supports later analysis of infestation level. Their costs are a second visit to collect them, cups moved or emptied by curious children, and a week's delay, which matters little in a study that follows children all year.
The Option Set Aside: Detection Dogs
A housing partner suggested trained canine teams. In naturally infested apartments, 11 canine teams detected on average only 44% of infestations, with a mean false-positive rate of 15%, and teams varied from day to day (Cooper et al., 2014). The method costs more than inspection and adds error in both directions, so it is not recommended.
Table 1
Measures Against the Words of the Question
| Requirement | Caregiver report | Visual inspection | Interceptor cups | |
|---|---|---|---|
| "Confirmed" | No: belief only | Yes, when insects or signs found | Yes, insects in hand | |
| Detects light infestations | Poorly | Moderately (72%) | Well (89%) | |
| "In the home" | Yes | Yes | Yes | |
| "At the start" | Yes, same day | Yes, same day | One week later | |
| Burden on family | Minutes | About 20 minutes | Two short visits | |
Note. Detection figures from Wang et al. (2016).
Recommendation: Inspection Paired With Cups
An apartment will be classed as infested if either the inspection at the first visit or the cups collected a week later find a live bed bug, egg or cast skin. In the New Jersey survey, only 2 of 291 infestations were missed by both brief inspection and interceptors together (Wang et al., 2016), so the pair comes close to the word "confirmed" while staying affordable. Caregiver report will still be collected, but as a separate variable describing what the family knew, not as the exposure. That choice also opens a useful secondary question: do children in homes with infestations their caregivers did not know about miss as many days as children whose families were aware?
What the Pairing Still Misses
The measure records presence, not intensity, unless cup counts are used. It reads one week in September, so an apartment infested in October counts as unexposed until the January visit. And it measures the apartment, not the child's bed: a child sleeping on a couch in a relative's unit some nights will carry exposure the measure cannot see. These gaps will be reported as limitations rather than hidden by the word "confirmed."
References
Cooper, R., Wang, C., & Singh, N. (2014). Accuracy of trained canines for detecting bed bugs (Hemiptera: Cimicidae). Journal of Economic Entomology, 107(6), 2171-2181. https://doi.org/10.1603/EC14195
Wang, C., Singh, N., Zha, C., & Cooper, R. (2016). Bed bugs: Prevalence in low-income communities, resident's reactions, and implementation of a low-cost inspection protocol. Journal of Medical Entomology, 53(3), 639-646. https://doi.org/10.1093/jme/tjw018
Wang, C., Tsai, W.-T., Cooper, R., & White, J. (2011). Effectiveness of bed bug monitors for detecting and trapping bed bugs in apartments. Journal of Economic Entomology, 104(1), 274-278. https://doi.org/10.1603/EC10141
What the PUBH 6036 Week 8 instructions ask for
Measurement assignments ask students to define how each key variable in their study will be measured and to defend those choices. Prompts commonly require the conceptual definition, two or more candidate measures, evidence on their validity and reliability, practical costs and a final choice. Some sections focus on the outcome; others, as here, on the exposure. Students are expected to cite published evidence on how well each measure performs, not just describe it. Two to four pages is the usual length, often in memo form. Instructors look for a measure chosen because it fits the question's wording and the setting, and for an honest list of what the chosen measure will misclassify, because every real measure misses some cases.
How this PUBH 6036 Week 8 example is built
The memo starts by splitting the question's exposure phrase into its words and stating what each requires of a measure. Caregiver report, visual inspection and interceptor cups each get a section describing the method, its practical costs and published detection figures. Detection dogs, proposed by a partner, receive a short section explaining why they are set aside. A table checks every measure against each requirement. The recommendation defines an infested home as one where either inspection or cups find evidence, supported by the finding that the two together missed only two of 291 infestations. Caregiver report is kept as a separate variable, opening a secondary question. A final section lists three things the pairing will still miss.
Where the marks sit in the PUBH 6036 Week 8 rubric
Measurement rubrics reward a clear link between the concept in the question and the measure chosen. Graders look for evidence of validity drawn from published studies, ideally with figures, and for comparison of several measures on the same terms. Practical considerations, cost, burden on participants and timing, should be weighed alongside accuracy. Recognizing misclassification and its likely effect is a sign of advanced understanding. Credit is also given for creative use of rejected measures, such as keeping caregiver report as a secondary variable. Memo structure, accurate citation and a decisive recommendation are expected. Weak submissions choose the most familiar measure without evidence or describe measures without saying which one the study will use.
Common PUBH 6036 Week 8 mistakes, and how to avoid them
The usual mistake is to choose a measure first and justify it afterward. Write out your variable's definition word by word and ask what each word requires. Look for studies that report how often each measure detects the thing it is supposed to detect, and use those numbers. Consider combining measures when each misses different cases. Keep any measure you reject if it answers a useful secondary question. List the cases your measure will misclassify and say which way that will push results. Write for your study team. For a measurement memo built on your own variables and the published evidence behind each, send us your question and prompt.
Get a PUBH 6036 Week 8 example written to your instructions
Name the construct your question uses and the instruments you are weighing, with the Week 8 memo prompt and its rubric. A memo that quotes the construct, tests each instrument against every part of it and argues a pairing with its residual admitted comes back inside 24-48h, and the first sample is on us. The apartments, monitors and clinic records are composites.
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PUBH 6036 Week 8 questions, answered
Where can I find a free PUBH 6036 Week 8 sample paper?
The full Week 8 memo sits higher on this page, comparing three ways to confirm a bed bug infestation in a child's home.
How accurate are interceptor cups for detecting bed bugs?
In one survey of more than 2,300 low-income apartments, interceptors placed for a week detected 89% of infestations.
Why not rely on residents to report bed bugs?
About half of the infestations found by inspection in that survey were in apartments whose residents did not know about them.
Are bed bug detection dogs reliable?
In naturally infested apartments, trained canine teams detected on average 44% of infestations and also gave false alarms.
Why combine inspection with interceptor cups?
The two methods miss different cases, and together they missed only two of 291 infestations in the published survey.