---
slug: "ConfoundedAttribution"
name: "ConfoundedAttribution"
type: "Inference"
layer: "Mind"
ref: "ConfoundedAttribution#18ab"
sema_id: "sema:ConfoundedAttribution#mh:SHA-256:18ab53212e93905d346996f9ad168cee8cde1ac1d23bac5447298372e2a5f9a0"
tags: ["Mind","Inference"]
updated: 2026-11-11
mindscape: "bootstrap"
index_url: https://mindscape.pages.dev/bootstrap/index.json
url: https://mindscape.pages.dev/bootstrap/ConfoundedAttribution/
related: ["Causation","Correlation","Experiment","ContrastClass","DistinguishingTest"]
---

# ConfoundedAttribution

Several things changed together, and the effect is credited to the one in view

Layer: Mind · Category: Inference

## Mechanism

An outcome changes after several things changed at about the same time: a feature shipped in the same week as a price change and a holiday, a fix went out with a dependency upgrade, a policy started as the season turned. The effect is credited to the change in view, usually the one the attributor made, championed or was asked about, while the others, or a common cause behind both the change and the outcome, could account for it as well. The attribution may be right; what is missing is a reason that it, rather than the others, accounts for the effect. A comparison that separates the changes, or a difference only the credited change could make, settles it. An effect with a single candidate change, or one whose alternatives have been ruled out, is not an instance.

## Invariants

- An outcome is credited to one change while other changes, or a cause common to the change and the outcome, could account for it.
- No observation or comparison separates the credited change from the others.

## Failure modes

- Credit to the change in view: the effect is attributed to the change the attributor made or was asked about.
- Common cause missed: a factor behind both the change and the outcome goes unexamined.
- Attribution frozen: once credited, the change is not re-examined when another candidate comes to light.

## Builds on

—

## Used by

—

## Identity

- Sema ID: `sema:ConfoundedAttribution#mh:SHA-256:18ab53212e93905d346996f9ad168cee8cde1ac1d23bac5447298372e2a5f9a0`
- Ref: `ConfoundedAttribution#18ab`

## Links

- [Pattern page](https://mindscape.pages.dev/bootstrap/ConfoundedAttribution/)
- [View in the interactive graph](https://mindscape.pages.dev/bootstrap/#ConfoundedAttribution)
- [JSON](https://mindscape.pages.dev/bootstrap/ConfoundedAttribution.json)
- [Index of all patterns](https://mindscape.pages.dev/bootstrap/index.json)