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November 22, 20212 min read

How tightly students connect a new concept map to an old oneHow tightly students connect a new concept map to an old one

A study measured the links that span between two maps, and found a wide gap between two teaching techniques.

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Written by

  • SRShirasaka RenIT & Infrastructure · Student Member

In this article

  1. 01How the experiment was set up
  2. 02What the numbers showed

Concept mapping is a familiar classroom activity. Students put concepts in boxes, join them with labelled arrows, and end up with a diagram of what they understand. Extension concept mapping adds a second step: students take a map they already built and extend it using new material.

The interesting part is not either map on its own. It is the links that cross between them. The researchers call these extension relationships, or ER, and treat them as a signal of how well a learner has integrated new knowledge with what they already knew.

A concept map about concept maps. Boxes hold concepts, labelled arrows hold meaning. Image: Dvitalo12, CC BY-SA 3.0.
Fig. 01A concept map about concept maps. Boxes hold concepts, labelled arrows hold meaning. Image: Dvitalo12, CC BY-SA 3.0.

01/02

How the experiment was set up

The team worked with 55 second year university students in a Database 1 course covering relational databases. Both classes were tested beforehand and found comparable. One class of 27 became the control group using an open ended extension method. The other class of 28 used a Kit-Build approach, recomposing a map from components the teacher supplies.

  • Phase one: 25 minutes on the original material, then build the first map.
  • Phase two: 25 minutes on additional material, then 15 minutes to extend the earlier map.
A student working at a computer. Both groups built their maps digitally. Photo: woodleywonderworks, CC BY 2.0.
Fig. 02A student working at a computer. Both groups built their maps digitally. Photo: woodleywonderworks, CC BY 2.0.

02/02

What the numbers showed

The gap between the groups was large on both measures. Students using the Kit-Build method produced far more connecting propositions, and those propositions scored much higher on a four level quality rubric that graded how sound the underlying understanding was.

  • Quantity of extension relationships: 1.63 on average for the control group against 5.32 for the Kit-Build group.
  • Quality of extension relationships: 3.74 against 14.43 on the same comparison.
  • Both differences were statistically significant, with p values below 0.001 and large effect sizes.

The authors credit the structure of the activity. When a learner recomposes a teacher's map, they begin from an organised knowledge structure instead of a blank canvas. Extending that structure gives new material something solid to attach to. They also flag clear limits: a small sample, a single class meeting, and conditions that were not fully identical for both groups. The finding is offered as preliminary.

Source

  1. Prasetya, D.D., Pinandito, A., Hayashi, Y., et al. (2021). Investigating the Tightness of Connection between Original Map and Additional Map in Extension Concept Mapping. Proceedings of the International Conference on Computers in Education (ICCE 2021).

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