Distinguish observable data from interpretation
Separate what a camera would record from what you made of it.
Key takeaways
- What it is: Separate what a camera would record from what you made of it.
- Why it works: The first and most foundational error on the ladder is treating interpretations as if they were observations. "She was dismissive" is an interpretation; "she did not respond to the last two emails and cut the meeting short by fifteen minutes" is data. Interpretations can be wrong; data can be checked. Confusing them makes disagreements about interpretations feel like disagreements about facts, which are much harder to resolve.
- Evidence: Plausible mechanism, limited direct outcome data.
- Avoid: Believing that because something feels obviously observable, it is — "she was hostile" feels as concrete as "she raised her voice," but the former is a judgment.
Why it works
The first and most foundational error on the ladder is treating interpretations as if they were observations. "She was dismissive" is an interpretation; "she did not respond to the last two emails and cut the meeting short by fifteen minutes" is data. Interpretations can be wrong; data can be checked. Confusing them makes disagreements about interpretations feel like disagreements about facts, which are much harder to resolve.
How to do it
- 1When you describe a situation, ask: what would a video camera have captured here?
- 2Write the observable events separately from your interpretation of them.
- 3Test whether two observers with different priors would see the same "data" or different ones.
- 4When in conflict with someone, find the lowest rung you both agree on before discussing interpretation.
What the evidence says
MechanisticThe distinction between description and evaluation is fundamental in behavioral feedback research and in nonviolent communication frameworks. Reducing evaluative language in conflict situations is associated with reduced defensiveness, consistent with research on the impact of labeled vs. described behavior.
Honest caveat: Perfect separation of observation and interpretation is impossible — all perception is theory-laden at some level. The practice aims for better separation, not pure objectivity.
- — Rosenberg (2003), Nonviolent Communication — observation vs evaluation as a foundational step
Common mistake
Believing that because something feels obviously observable, it is — "she was hostile" feels as concrete as "she raised her voice," but the former is a judgment.
IX Coach asks you to describe situations in behavioral terms before it engages with your interpretation, keeping the data and the story distinct.
Practice this with IX Coach →