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Guides in this topic
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Coating Trial Percentages: Always Show the Sample Count
A percentage conceals how much evidence it represents. Showing the count makes a result easier to assess.
Coating Trial Cleaning: Record the Amount of Cleaner Consumed
Time savings and chemical savings are separate outcomes. A quicker clean may still use more product.
Coating Trial Averages: Report the Spread Alongside the Mean
Two groups can share the same average while differing greatly in consistency. A measure of spread helps reveal that difference.
Coating Consumption Trials: Weigh the Entire Dispensing Assembly Consistently
A before-and-after mass comparison needs the same assembly at both weighings. Removing a cap or changing an applicator arrangement can distort the difference.
Coating Trial Exclusions: Publish the Rule Before Removing Data
Data exclusions can be legitimate, but selective removal after seeing unfavourable results undermines the comparison.
Coating Field Trials: Distinguish Calendar Time from Use
Six months of calendar exposure can represent very different use patterns. Record relevant use alongside dates.
Coating Trial Charts: Keep the Vertical Scale Visible
A truncated or hidden scale can exaggerate a small difference. Readers need enough context to understand the magnitude.
Coating Trials with Several Outcomes: Name the Primary Decision
Testing many outcomes creates opportunities to select whichever result looks best. A primary decision criterion keeps the evaluation focused.
Coating Workshop Estimates: Use a Range When Inputs Are Uncertain
A single precise estimate can hide uncertain surface area, preparation time or material consumption. A documented range makes those assumptions visible.
Coating Rework Cost: Include the Interrupted Schedule
Rework consumes more than replacement material. It may also occupy a bay and interrupt other accepted work.
Coating Trial Comparisons: Distinguish Product Effect from Operator Learning
Operators often become more familiar with a process during a trial. Testing one product only at the beginning and another later can mix product differences with learning.
Ceramic Coating for Mobile Work: Plan the Return-to-Shelter Route
A suitable application location is only one part of a mobile job. The vehicle also needs an appropriate plan for the product's initial curing period.