Four different questions hidden inside “accuracy”
Feeling understood can make a description useful to you. It does not, by itself, establish how a test measures preferences or predicts an outcome. Use these four questions to read a claim more precisely.
| Question | Evidence to look for | What it cannot establish |
|---|---|---|
| Do related items agree? | Internal consistency in a named sample | True-type accuracy or outcome prediction |
| Do scale scores repeat? | Test-retest correlation and interval | The same four-letter code for every person |
| Do letter classifications repeat? | Per-letter and full-code agreement | A unique objectively true type |
| Does it predict a chosen outcome? | Outcome-specific validation and comparison | Hiring success or relationship compatibility from a code alone |