PUBH 8033's audit tests every display in a program's annual report against one standard, recomputing from the report alone, and records each defect's effect on interpretation. Searches like "pubh 8033 week 9 assignment example", "pubh8033 week 9 sample" and "pubh 8033 week 9 example" land here.
What a finished PUBH 8033 Week 9 table and figure audit looks like
An audit table of about two pages and annotated copies of the original displays. Each audit row names the display, the defect, the check that exposed it, what the defect does to a reader's interpretation, and the repair. The participant table gives percentages by senior center without counts, and two center rows cannot be reconciled with the stated total. A headline box claims an illustrative forty percent fall reduction without saying compared with what or over what period. One bar chart starts its vertical axis well above zero, turning a modest gap into a dramatic one, and another wraps its bars in shading and 3-D effects that Tufte's data-ink idea would strip away. A map shades centers by raw counts where rates were needed. No display names a data source.
How a PUBH 8033 Week 9 example is structured
The audit applies one test to every display: could a reader, holding only the report, recompute or trace each number? Displays are taken in the order they appear, so the audit reads as a guided pass through the report. Within each, checks follow a fixed sequence: source and period, denominator, definitions, arithmetic, then visual encoding. The fixed sequence keeps the audit from favoring whichever defects are easiest to spot. Arithmetic is actually performed, with recomputed values shown beside the published ones. Visual problems are judged by what they make a reader believe, not by taste; an axis that exaggerates a difference is a defect because it changes the inference. The audit ends with a short summary grading how far the report could support a funding decision as published and what the minimum repairs would be.
One test, applied everywhere
Every display faces the same question: could a reader trace or recompute its numbers without asking anyone? Using a single test keeps the audit from drifting into general criticism.
Percentages with no counts
The participant table reports shares by center without the numbers behind them. The audit recomputes where possible and shows that two rows cannot be reconciled with the stated total.
A reduction compared with nothing
The headline claims a forty percent fall reduction, illustrative here, without naming a comparison group or period. The audit explains that nothing on the page says whether it compares people, years or centers.
Axes and ornament that mislead
A truncated axis enlarges a small gap, and shaded 3-D bars add ink that carries no data. The audit cites Tufte's data-ink principle for the second problem and shows the redrawn chart.
Counts shaded as if they were rates
The map colors centers by how many participants fell, which mostly tracks how many enrolled. The audit recommends rates per participant and explains what the current map invites a reader to conclude.
Where marks go in PUBH 8033 Week 9
Verification is the single standard, and an audit offering aesthetic comments without testing whether numbers can be traced has reviewed the design rather than the evidence. Graders reward arithmetic actually performed, with recomputed values beside the published ones. Each defect earns credit when its effect on interpretation is stated; noting a truncated axis without explaining the inference it distorts collects only part of the marks. Denominator problems carry the most weight in doctoral sections, since percentages without counts and counts without rates are the defects most likely to mislead a decision-maker. Tufte is credited when the data-ink idea is applied to a specific chart. The closing grade of the report's fitness for a decision draws the analytic share. Concrete, minimal repairs round out the grade.
Get a PUBH 8033 Week 9 example written to your instructions
Enclose the Week 9 prompt, rubric and the report, article or displays your section assigned for audit. An audit table testing whether each number can be traced, with recomputations, annotated displays and repairs, lands in 24-48h at zero cost on the first. The annual report it audits is a made-up example; the defects in your assigned displays have to be found in them directly.
PUBH 8033 Week 9 questions, answered
What is Tufte's data-ink idea?
Edward Tufte argued that most of the ink in a statistical graphic should present data, and that ink doing nothing for the data, such as heavy gridlines, shading and three-dimensional effects, should be removed. The audit applies the idea to specific charts. It is a guide to clarity rather than a rule, and some non-data ink, such as clear labels, earns its place.
Is a truncated axis always wrong?
Not always. For line charts showing change over time, an axis starting away from zero can be appropriate if it is clearly marked. For bar charts, where length encodes the value, a truncated axis exaggerates differences and is usually a defect. The audit judges each case by what the display leads a reader to conclude about the size of a difference.
How much should the audit recompute?
Everything the report makes recomputable: percentages from counts, totals from rows, rates from counts and denominators if both are given. Where something cannot be recomputed because an input is missing, that absence is itself the finding. The audit shows its arithmetic so a reviewer can check it, which also demonstrates the standard it is holding the report to.