Cognitive Load Theory · Feb 2026
Split-Attention Effect
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
=
Extraneous load caused by spatially separated
but related information.
#
definition clt ux
=
Discovered by Sweller & Chandler (1991).
@
key_concept: "Physical
Integration"
02/The Problem
Cognitive Cost
.
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..."
"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
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CLN embeds the relationship directly into the
text.
#
solution
.
Implementation
.
Operators and Indentation replace the
Diagram.
.
The structure is the diagram.
→
Result: Zero distance between
label and data.
| Prose
@
split: High
(3 sources)
| CLN
@
split: Zero
(Integrated)
04/Guidelines for CLN Authors
.
Rule 1: Proximity
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Keep the operator and the content on the same
line.
!
Avoid: "Risk: see below"
+
Use: ! Risk: Immediate description
.
Rule 2: Eliminate
References
=
Remove phrases like "as mentioned above" or
"see table".
→
Result: Linear processing flow.
05/Scientific Evidence
|
bibliography:
-
Sweller, J., & Chandler, P. (1991).
"Evidence for cognitive load theory."
Cognition and Instruction, 8(4), 351-362. -
Chandler, P., & Sweller, J. (1992).
"The split-attention principle in multimedia learning."
The Cambridge Handbook of Multimedia Learning. -
Ayres, P., & Sweller, J. (2005).
"The split-attention principle in multimedia learning."
The Cambridge Handbook of Multimedia Learning, 135-146.
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version: CLN v1.7
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related: Extraneous
Load, Dual
Coding
Distance creates friction.
Integration creates flow.