| Course | COUN 6360 Assessment in Counseling and Education |
|---|---|
| Week | Week 5 |
| Paper type | Norm sample critique |
| Length | About 730 words, 5 pages |
| Format | APA 7 student paper |
| School | Walden University |
| Program | MS in Clinical Mental Health Counseling |
| Updated | October 2026 |
Free sample paper for COUN 6360 Week 5
Does the Norm Group Include Someone Like Him? A Norm Sample Critique Comparing an Adult Achievement Battery's Reported Norms With a Composite Client in His Fifties Who Grew Up Speaking Spanish, Earned an Equivalency Credential and Lives in a Rural County, and Stating What Interpretations the Norms Can Support
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Walden University
COUN 6360: Assessment in Counseling and Education
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Month Day, Year
Does the Norm Group Include Someone Like Him? A Norm Sample Critique Comparing an Adult Achievement Battery's Reported Norms With a Composite Client in His Fifties Who Grew Up Speaking Spanish, Earned an Equivalency Credential and Lives in a Rural County, and Stating What Interpretations the Norms Can Support
The Client and the Question
The client is Mr. Ortega, a composite 52-year-old man referred by a workforce center for an assessment of reading and math readiness before a technical training program. He grew up speaking Spanish at home in a border county, has worked in English for about thirty years as a warehouse and then maintenance worker, left school in tenth grade and later earned a high school equivalency credential. He now lives in a rural county. The counselor is considering an adult achievement battery with national norms. The question is whether comparing his scores with that battery's norm sample would support the interpretations the workforce center needs.
The Comparison
Table 1
Norm Sample as an Illustrative Manual Reports It, Set Beside the Client
| Characteristic | Norm sample | Client | Fit |
|---|---|---|---|
| Size | About 2,900 adults ages 17 to 80 | One adult, 52 | ~ |
| Stratification | By age, sex, race and ethnicity, region and education, matched to national census figures | ~ | Adequate in design |
| Years collected | Collected about twelve years before testing | Tested now | Aging norms |
| Age bands | Ten bands; the 45 to 54 band has about 210 examinees, and those over 55 are thinner still | Falls in the 45 to 54 band | Thin but present |
| Educational background | Grouped by highest grade or degree; equivalency credentials combined with high school diplomas | Equivalency credential after leaving school in tenth grade | Poorly represented |
| Region | Four census regions; urban and rural not reported separately | Rural county | Unknown |
| Language | English-speaking examinees only; those who learned English as a second language not identified | Spanish first language, English for decades | Not represented |
Figures are illustrative and do not describe a specific published battery. A tilde marks a cell where a comparison does not apply.
What the Comparison Shows
Two features of the norm sample fit the client poorly. First, the upper age bands are thinly populated, and Mr. Ortega's band holds only a couple of hundred examinees, so the percentile ranks for his age group rest on a small reference group. Second, his schooling history is poorly represented: the manual combines equivalency credentials with high school diplomas, so there is no way to know how adults who left school and later earned an equivalency credential perform, and his ten years of formal schooling followed by decades of work learning may differ in kind from the typical diploma path.
The language row raises a different issue. The norm sample includes English speakers without identifying those who learned English as a second language. Geisinger (1994) emphasizes that when examinees differ in language and culture from the group a test was developed for, the comparability of scores, and so the meaning of norm-referenced interpretations, has to be examined rather than assumed. Mr. Ortega has used English at work for thirty years, but much of that use was spoken and job-specific, and reading-heavy items may draw on school vocabulary he had less chance to acquire.
The age of the norms is a further, smaller concern. Whiston (2017) notes that norms become less representative as the population changes, and a twelve-year-old sample may not reflect current adults' educational histories.
Supportable Interpretations
Some interpretations remain supportable with care. His scores can describe what he can do on these tasks now, which is useful for planning training supports. A comparison of his reading and math scores with each other, within his own profile, is less affected by norm problems than a comparison with others. A criterion-referenced reading of the items he answered correctly, set against the reading demands of the training program's materials, would speak directly to readiness.
Drummond et al. (2016) recommend matching the norm group to the examinee as closely as the available norms allow and reporting any mismatch; here, the mismatch rules out some claims. Interpretations to avoid are those that place him precisely relative to adults of his age and background, such as reporting that he reads "at the 20th percentile for his age," since the norms contain too few people like him to support that precision. Any percentile ranks should be reported as approximate, with the norm limitations stated in the report.
References
Drummond, R. J., Sheperis, C. J., & Jones, K. D. (2016). Assessment procedures for counselors and helping professionals (8th ed.). Pearson.
Geisinger, K. F. (1994). Cross-cultural normative assessment: Translation and adaptation issues influencing the normative interpretation of assessment instruments. Psychological Assessment, 6(4), 304-312. https://doi.org/10.1037/1040-3590.6.4.304
Whiston, S. C. (2017). Principles and applications of assessment in counseling (5th ed.). Cengage Learning.
The Walden COUN 6360 Week 5 instructions
For Week 5, critique the norm sample of a test you are considering for a specific examinee. Describe the examinee first. Build a comparison table with the norm sample's characteristics, as the manual reports them, in one column and the examinee's in another, covering at least size, stratification, recency, age coverage, educational background, region and language. Mark the fit for each row. Discuss where the fit is poor and why it matters for interpreting this examinee's scores. Treat language separately if relevant, since it can affect what scores mean. End by stating which interpretations the norms can still support and which to avoid. Label any illustrative manual figures as such. Note when the norms were collected, since older norms may describe a different population.
How this COUN 6360 Week 5 example is built
The norm critique introduces Mr. Ortega's background and the referral. The table covers seven characteristics, marking adequate stratification, aging norms, a thin age band, poorly represented schooling, unknown rurality and absent second-language learners. A section explains the age band and the combining of equivalency credentials with diplomas. A section on language cites Geisinger on examining comparability across languages and cultures, and a sentence notes Whiston on aging norms. The final section lists supportable interpretations, such as describing current skills and comparing his own subtests, cites Drummond and colleagues on reporting mismatches and rules out precise percentile claims.
Where the marks sit in the COUN 6360 Week 5 rubric
The comparison table and its fit judgments decide much of the grade. Readers check that each row is specific and that poor fits are explained in terms of what they do to interpretation. Treating language as a question of score meaning, not only sample composition, shows depth. The list of supportable and unsupportable interpretations is weighed heavily, since it is what the critique is for. Honest labeling of illustrative figures is required. Critiques that list norm characteristics without comparing them to the examinee, conclude a test is unusable without considering what it can still support, or ignore language background fall into the middle band. A critique that pairs every poor fit with a specific claim it rules out shows the judgment the assignment is testing.
COUN 6360 Week 5 help: mistakes that cost marks
Write a short profile of your examinee: age, education path, language history, region, work. Then find the norm sample description in the manual and copy its key features. Compare them row by row and mark each as a good, partial or poor fit. For poor fits, ask what kind of claim the mismatch rules out. Consider whether the examinee's language background changes what the test measures for them. Finish with two lists: claims you can make and claims you should not. A tutor can help you read a manual's norm section, and the norm critique on this page shows the comparison table.
Get a COUN 6360 Week 5 example written to your instructions
Include the examinee description your section provides and the instrument, if named, with the norm critique prompt and rubric. A sample critique with the comparison table, row-by-row judgments and weighed alternatives arrives within 24 to 48 hours; the first custom sample costs nothing. Norm details are taken only from the manual you cite.
More COUN 6360 papers and MS in Clinical Mental Health Counseling samples
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COUN 6360 Week 5 questions, answered
Where can I find a free COUN 6360 Week 5 sample paper?
The norm sample critique for the composite adult client is reproduced above.
Who is the client in the COUN 6360 Week 5 sample?
A 52-year-old who grew up speaking Spanish, earned an equivalency credential and lives in a rural county.
Which features of the norms fit poorly?
A thin age band, combined education categories and no identification of second-language learners.
Which interpretations remain supportable?
Describing his current skills, comparing his own subtests and checking items against training materials.
Which interpretations should be avoided?
Precise percentile claims relative to adults of his age and background.