| Course | HLTH 8701 Cultural Psychology |
|---|---|
| Week | Week 9 |
| Paper type | Sampling appraisal |
| Length | About 550 words, 4 pages |
| Format | APA 7 student paper |
| School | Walden University |
| Program | PhD in Public Health |
| Updated | October 2026 |
Free sample paper for HLTH 8701 Week 9
Sampling Appraisal: Whose Results Stand Behind a Stress Program a Composite Rural County Wants to Adopt, Listing the Participants in Every Cited Study and Asking What Undergraduate Samples From Wealthy Countries Can Say About Older Rural Adults
Student Name
Walden University
HLTH 8701: Cultural Psychology
Instructor Name
Month Day, Year
Sampling Appraisal: Whose Results Stand Behind a Stress Program a Composite Rural County Wants to Adopt, Listing the Participants in Every Cited Study and Asking What Undergraduate Samples From Wealthy Countries Can Say About Older Rural Adults
The Program and Its Evidence
A composite rural county is considering an eight-session stress management program for adults aged 60 and older, delivered at senior centers. The vendor's materials cite six studies as evidence that the program reduces perceived stress. This appraisal lists who participated in each study and asks what that evidence can say about the county's older rural residents. The six studies are summarized as a composite of the kind of evidence vendors commonly cite; they are not real publications.
Who Was Sampled
Four of six studies sampled students or university staff with mean ages under 45. All six were conducted in wealthy, Western, English-speaking countries. Only one sampled older adults, and they lived in cities.
Table 1
Participants in the Six Studies Cited for the Program
| Study | Country | Participants | Mean age | Setting | |
|---|---|---|---|---|
| 1 | United States | Undergraduate psychology students | 20 | University laboratory | |
| 2 | United States | Undergraduate students receiving course credit | 19 | University laboratory | |
| 3 | Canada | University staff volunteers | 41 | Workplace | |
| 4 | United Kingdom | Undergraduate students | 21 | University | |
| 5 | Australia | Adults recruited online | 35 | Online | |
| 6 | United States | Older adults at urban senior centers | 71 | Senior centers in two cities | |
Composite summary prepared for this appraisal; it describes no specific publications.
Why This Pattern Matters
The pattern is common in psychology. Arnett (2008) analyzed six premier American Psychological Association journals and found their samples drawn overwhelmingly from Americans, who make up less than 5% of the world's population; Henrich et al. (2010), drawing on that analysis, put the share of participants from Western industrialized countries at 96%. Their label for such populations, WEIRD, stands for Western, educated, industrialized, rich and democratic, and they argued that these people frequently sit at the extreme of human variation on basic psychological measures, so findings from such samples cannot be assumed to generalize. Rad et al. (2018) found that a decade of attention to the problem had changed sampling practice little.
For this program, the issue is not only nationality. College students differ from older rural adults in age, in the sources of their stress, in their familiarity with classroom-style exercises and in their daily lives. A stress reduction technique that works for exam anxiety among 20-year-olds may not address caregiving strain, chronic pain or financial worry among 70-year-olds in a farming county.
The Reach of the Cited Studies
The evidence can say that the program reduced perceived stress in young, educated samples and in one sample of urban older adults. It cannot say whether the program works for older rural adults, whose stressors, transportation and social networks differ. The single urban senior center study is the most relevant, but it does not establish effects in rural settings.
Recommendation
The county should not reject the program, but it should treat adoption as a test. A pilot at two senior centers, with a measure of perceived stress before and after and a comparison group on a waiting list, would show whether the program works for its residents. Participants' own accounts of what caused their stress would show whether the program addresses it.
References
Arnett, J. J. (2008). The neglected 95%: Why American psychology needs to become less American. American Psychologist, 63(7), 602-614. https://doi.org/10.1037/0003-066X.63.7.602
Henrich, J., Heine, S. J., & Norenzayan, A. (2010). The weirdest people in the world? Behavioral and Brain Sciences, 33(2-3), 61-83. https://doi.org/10.1017/S0140525X0999152X
Rad, M. S., Martingano, A. J., & Ginges, J. (2018). Toward a psychology of Homo sapiens: Making psychological science more representative of the human population. Proceedings of the National Academy of Sciences, 115(45), 11401-11405. https://doi.org/10.1073/pnas.1721165115
What the HLTH 8701 Week 9 instructions ask for
Students appraise the samples behind evidence for a health program and judge whether the evidence applies to a different population. Faculty expect a study-by-study account of who was sampled, including country, age, recruitment and setting, followed by an analysis of the pattern. The strongest appraisals connect the pattern to the published critique of narrow sampling in psychology and then identify the specific differences between the study samples and the target population that could affect results. Faculty value appraisals that say clearly what the evidence can and cannot support, without rejecting it outright. Recommendations should propose a way to test the program in the target population. If the cited studies are composite or illustrative, they should be labeled as such.
Inside the HLTH 8701 Week 9 example
The appraisal opens with the county's program and the vendor's six studies, labeled as a composite. Table 1 lists each study's country, participants, mean age and setting. A paragraph summarizes the pattern. A section cites Arnett on samples in premier APA journals, Henrich and colleagues on why WEIRD samples may be unusual and Rad and colleagues on how little practice changed. It then names differences between students and older rural adults in age, sources of stress and familiarity with classroom exercises. A section states the reach of the cited studies, noting the one urban senior center study. The recommendation proposes a pilot at two senior centers with a waiting-list comparison and participants' own accounts of their stress.
Where the marks sit in the HLTH 8701 Week 9 rubric
Faculty grade the appraisal on the completeness of the sample description and the precision of the generalization argument. Noting that evidence comes from students earns little on its own. Credit rises when each study's sample is described and the pattern is related to the target population on specific characteristics. Accurate use of the published sampling critique is valued, especially when the appraisal moves beyond the general critique to the particular mismatch. Faculty reward appraisals that avoid rejecting the evidence and instead define what it supports. A recommendation to test the program locally earns credit when it is concrete. Labeling composite material and summarizing sources accurately complete a strong appraisal.
Common HLTH 8701 Week 9 mistakes, and how to avoid them
Sampling appraisals often observe that studies used college students and conclude the evidence does not apply. That skips the reasoning. To write a stronger appraisal, list every cited study with its country, participants, age and setting. Look for the pattern. Explain, with published sources, why such samples may not generalize. Then name the specific ways your target population differs and why those differences could matter for this program. Say what the evidence does support. Recommend a local test with a comparison group. Send the list of studies your chosen program cites and a sampling appraisal of them can be drafted.
Get a HLTH 8701 Week 9 example written to your instructions
Send the program or finding your prompt asks about, with its key citations, along with the prompt and rubric. The appraisal returned tabulates who was studied, applies the WEIRD critique accurately, and separates what the evidence shows from what a local pilot must test. The county and program are fictional. Expect 24 to 48 hours; no charge applies to your first.
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HLTH 8701 Week 9 questions, answered
Does the WEIRD critique mean findings from college participants are useless?
No. Henrich, Heine and Norenzayan argued that such samples are often unusual and that generality should be tested rather than assumed. A finding from undergraduate participants may hold widely; the point is that nobody knows until it is checked. The sample treats the program's evidence as real for its samples and uncertain beyond them, which is the position the argument supports.
How should the target population be described?
By characteristics relevant to the program and supported by data, such as age distribution, internet access or distance to services, cited to their sources. The sample frames differences as questions rather than claims about how rural older adults think or feel. Your paper avoids flattening the population by keeping descriptions to measured features and leaving beliefs to the pilot to discover.
Where can I find a free HLTH 8701 Week 9 sample paper?
The full Week 9 sampling appraisal can be read here, listing the participants behind a stress program's cited evidence and asking what mostly student samples from wealthy countries say about older rural adults, with three references.
Are the six studies in the table real?
No. They are a composite of the kind of evidence vendors commonly cite, created to show the appraisal method. A real appraisal should list the actual studies a program cites, including any that fail to report their samples.
What does WEIRD mean?
It stands for Western, educated, industrialized, rich and democratic. Henrich and colleagues argued that people from such societies are often at the extreme of human variation on basic psychological measures, so findings from them cannot be assumed to generalize.