STEM education

Deterministic or probabilistic: U.S. children's beliefs about genetic inheritance

We investigated children’s reasoning about genetic inheritance. We found that 4- to 12-year-old children have a fairly good understanding of how genetic inheritance works, but they reliably have two misunderstandings. The first one is that if the two parents have the same eye color (let's say dark brown) they think that it is more likely for the offspring to have a similar color (dark orange) than a different color (green). The second one is that they think that if the parents have different eye colors, they think that female offspring are more likely to resemble the mother and male offspring are more likely to resemble the father.

Cues to generality: Integrating linguistic and visual information when generalizing biological information

I investigated how children and adults use visual and linguistic cues to determine how broadly to generalize facts.

Timelines or time cycles: Exposure to different spatial representations of time shapes sketching and diagram preferences

We investigated how exposure to different diagrammatic features influences the features that undergraduate features prefer and include in diagrams that they make. We found that students preferred and drew features that they were exposed to.

Detailed bugs or bugging details? The influence of perceptual richness across elementary school years

We examined whether the perceptual richness of a diagram influences children's learning and transfer of knowledge about metamorphosis. First and second graders who saw the rich diagram during the lesson learned more than those who saw the bland diagram during the lesson. Fourth and fifth graders who saw the bland diagram during the lesson incorrectly transferred more than those who saw the rich diagram during the lesson.

Representing variability: The case of life cycle diagrams

We examined the diagrams found in biology books and online to see if their design alligned with research-based practices. We found that many diagrams had perceptually rich backgrounds, which prior research suggests might hinder learning.

Do details bug you? Effects of perceptual richness in learning about biological change

We examined whether the perceptual richness of a diagram influences adults' learning and transfer of knowledge about metamorphosis. Adults who saw the bland diagram during the lesson accurately transferred more than adults who saw the rich diagram during the lesson.

Strategy adoption depends on characteristics of the instruction, learner, and strategy

We examined whether strategy adoption depends on the confluence of many factors, including the context in which a target strategy is introduced, characteristics of the learner, and characteristics of the strategy itself.

Understanding strategy change: Contextual, individual, and metacognitive factors

A selective review of research on three classes of factors that may influence processes of strategy change in mathematical problem solving: contextual factors, individual factors, and metacognitive factors.

Effects of priming variability on adults learning about metamorphosis

We manipulated perceptions of variability by priming students before a lesson and by highlighting variability in the diagrams used during the lesson. Priming led to more endorsement of metamorphosis, but only among those with high prior knowledge.

How do people evaluate problem-solving strategies? Efficiency and intuitiveness matter

We find that individuals evaluate strategies mainly on two dimensions: Intuitiveness and Efficiency.