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This quantitative measure was used to explore sort rule patterns at a coarser granularity and quantify the direction and magnitude of associations among card sort expertise levels and problem solving performances (discussed below).
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As in other science domains, evolutionary problem representation and problem solving performance were tightly coupled.
Problem classification is associated with problem solving performance in evolution experts and novices. .
Thus, we find a clear link between problem categorization and problem solving performance.
Derivational analogy is a technique for reusing problem solving experience to improve problem solving performance.
Problem solving performance was measured using the ORI and teleology test.
Finally, we quantified card sort patterns with problem solving performance (as discussed below).
Figure 1 The relation between math-science coherence and problem solving performance across the 41 countries.
There were significant differences favoring the experimental group for the well structured problem solving performance while there were no significant differences on ill structured problem solving performance.
This result bolsters our conclusions that problem representation and problem solving performance are tightly linked in the domain of evolution.
Our data set reveals three different patterns of association among problem sort rules and problem solving performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com