FineuralabLearningLearning path中文

Systems thinking · 2/6

Draw relationships: arrows are hypotheses

Label direction, polarity and delays in causal hypotheses.

About 15–20 minutes. The following cases are fictional.

Record your first judgment

You draw “pressure → completions” without specifying whether quality is ignored.

Understand the judgment process

An arrow states the expected downstream response to upstream change, holding other conditions comparable. Same-direction is not good; opposite-direction is not bad.

A diagram is not causal evidence. Record a mechanism, observations and exceptions for each arrow. Drawing a line does not establish its claim.

Checks you can perform

  1. Use variable names that can increase or decrease.
  2. Inspect one influence at a time.
  3. State polarity and conditions.
  4. Record evidence and open hypotheses.

Guided practice

Do backlog → pressure → processing speed, both positive links, form a loop?

Explore the explanation

No. A path must return to its start. Speed might reduce backlog, but quality and rework must be examined.

Apply it in a new context

Label review frequency → forgetting, including a qualification.

Compare after attempting

An opposite-direction link is plausible for effective practice under comparable conditions. Spacing, difficulty and timing matter.

Preserve an intervention record

The editor expresses structure; it does not certify arrows or infer actual causation.

Check whether you supplied inspectable evidence, a feasible next step and intervention conditions. Revealing an answer is not mastery.

Source and scope

Daniel H. Kim — Causal Loop Construction: The Basics

The source provides conceptual or methodological background. Cases, steps and exercises are authored here; they are not the original experiment or evidence of this course’s effectiveness.

Completion is a personal record, not proof of mastery or certification.