Cognitive Load Theory · Feb 2026
Split-Attention Effect
= The cost of looking away # #clt #ux #design
The Split-Attention Effect occurs when learners must split their attention between multiple sources of information that are physically separated. This forces the brain to waste resources matching elements. CLN solves this by integrating label and content into a single visual unit.
01/Definition Core Concept
=
◉ Highlight this claim
↓ Show supporting evidence
⎘ Copy reference
? Why this structure?
Extraneous load caused by spatially separated but related information.
#
🔍 Find all #definition
🔍 Find all #clt
🔍 Find all #ux
definition clt ux
=
◉ Highlight this claim
↓ Show supporting evidence
⎘ Copy reference
Discovered by Sweller & Chandler (1991).
@
ℹ View metadata
🔍 Find all key_concept
key_concept: "Physical Integration"
02/The Problem Cognitive Cost
.
⊕ Expand details
⊖ Collapse details
Scenario: Traditional Documentation
✕ Traditional Layout
[Diagram: Box A connects to Box B]
⋮
(3 paragraphs later)
"As shown in the diagram above, Box A sends data..."
! The Cognitive Cost
. Eye movement: Text → Diagram → Text
. Mental Action: "Find Box A" → "Match Text"
! Load: High Extraneous (Search & Match)
→ Working Memory depleted by navigation
Text
→
Search
→
Diagram
→
Match
→
Text
03/CLN Solution: Spatial Integration Best Practice
=
◉ Highlight this claim
▶ Show demo
CLN embeds the relationship directly into the text.
#
🔍 Find all #solution
solution
.
⊕ Expand details
Implementation
. Operators and Indentation replace the Diagram.
. The structure is the diagram.
→
⛓ Trace causality chain
Result: Zero distance between label and data.
| Prose
"The Auth Module (see Figure 2) relies on
the Database (see Figure 3) for token storage."
@ split: High (3 sources)
| CLN
. Auth Module
    → Result: Token storage
    | db: Database
@ split: Zero (Integrated)
04/Guidelines for CLN Authors
.
⊕ Expand
Rule 1: Proximity
=
◉ Highlight
Keep the operator and the content on the same line.
!
? What's the problem?
🔍 Find all warnings
Avoid: "Risk: see below"
+
⇄ Compare alternatives
Use: ! Risk: Immediate description
. Rule 2: Eliminate References
= Remove phrases like "as mentioned above" or "see table".
→
⛓ Show result
Result: Linear processing flow.
05/Scientific Evidence
|
⇄ Toggle view
⊕ Expand all
bibliography:
  1. Sweller, J., & Chandler, P. (1991).
    "Evidence for cognitive load theory."
    Cognition and Instruction, 8(4), 351-362.
  2. Chandler, P., & Sweller, J. (1992).
    "The split-attention principle in multimedia learning."
    The Cambridge Handbook of Multimedia Learning.
  3. Ayres, P., & Sweller, J. (2005).
    "The split-attention principle in multimedia learning."
    The Cambridge Handbook of Multimedia Learning, 135-146.
@
ℹ View metadata
version: CLN v1.7

Distance creates friction.
Integration creates flow.