Related Experiment Video
Updated: Feb 15, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Enhancing Conceptual Knowledge of Energy in Biology with Incorrect Representations
Ulrike Wernecke1, Kerstin Schütte2, Julia Schwanewedel1
1Department of Biology Education, University of Kiel, 24118 Kiel, Germany.
Abstract:
Energy is an important concept in all natural sciences, and a challenging one for school science education. Students' conceptual knowledge of energy is often low, and they entertain misconceptions. Educational research in science and mathematics suggests that learning through depictive representations and learning from errors, based on the theory of negative knowledge, can potentially foster students' knowledge of abstract concepts such as energy. Thus, we propose here an instructional approach that combines these two strategies to foster conceptual knowledge of energy. It involves inserting an error in a biological energy flow diagram, an error that we derived from two prevalent misconceptions about energy: 1) plants get some of their energy from the soil or 2) energy cycles in an ecosystem. The approach's effect on students' conceptual knowledge of energy was tested in an intervention study with pre-post design and 304 ninth grade students (M = 14.79 years). Students who successfully identified and explained the error achieved larger gains in conceptual knowledge than students learning with a correct diagram. Thus, the proposed instructional approach holds promise for improving energy teaching.
More Related Videos
Related Concept Videos
Bioavailability Enhancement: Determination and Conceptual Approaches in Overcoming Bioavailability Problems
State Space Representation
Consider an RLC circuit, a...
Graphical Representation of Inequalities
Control Volume and System Representations
The control volume approach considers a stationary region in space through which fluid flows. This region is bounded by a control surface. For instance, in the case of water...
Biological Effects of Radiation
Vector Representation of Complex Numbers
Consider a function defined as the product of the complex factors in the numerator divided by the product of the complex factors in the...

