Cultivating in preservice science teachers (PSTs) the competence required to teach scientific models and modeling is a valued outcome of teacher preparation programs. However, science teacher educators face inherent tensions when designing and implementing teacher preparation experiences to achieve this outcome. In this systematic review, we first…

Definitions of modeling competence in science education do not yet include noncognitive factors. However, noncognitive factors are central to competence and might thus substantially improve our understanding of modeling competence. In this article, we analyze volition during preservice science teachers' engagement with a black-box modeling task…

Sense-making and argumentation are two common ways to frame student discourse. The former emphasizes the process of students coming to an understanding, the latter the logical and rhetorical structure of the product. When we investigated the discourse of two groups of preservice science teachers in an environment that fosters productive…

Embodied learning tools (ELTs), such as building and manipulating models, bolster students' learning of spatially demanding science content, such as stereochemistry. However, studies comparing the effectiveness of virtual to physical ELTs on student learning are limited. This study compares online instruction using a virtual ELT, virtual models,…

To encourage the formation of science identity among girls, many scholars and practitioners have suggested to assign same-gender science teachers to students so that the teachers can serve as gender role models. However, direct evidence of any long-term effect of gender-matching is scarce. In a nationally representative survey of college students…

In this study, we present the cases of two latecomers to college science who, unlike most latecomers in their program, successfully persisted to graduation. An analytic framework of figured worlds, cultural models, and identity work is employed to understand the challenges they faced. The dominant cultural models of learning that were reproduced…

Situational interest is short-term interest that is linked to environmental factors in a particular situation. Previous studies have found that some science teaching techniques can be very effective in generating situational interest among students, but the reasons why these are effective remain unclear: Hands-on activities, for example, are known…

The role of visualization and model-based reasoning has become increasingly significant in science education across a range of contexts. It is generally recognized that supporting learning in developing causal explanations for observed astronomical events presents considerable pedagogic challenge. Understanding the Sun's apparent movement…

Representational competence is a primary contributor to student learning in science, technology, engineering, and math (STEM) disciplines and an optimal target for instruction at all educational levels. We describe the design and implementation of a learning activity that uses concrete models to improve students' representational competence and…

Drawing upon the literature in computational modeling, multivariable reasoning, and causal attribution, this study aims at characterizing multivariable reasoning practices in computational modeling and revealing the nature of understanding about multivariable causality. We recruited two freshmen, two sophomores, two juniors, two seniors, four…

This study first used a new approach, combining students' ontological beliefs and process explanations, to represent students' mental models of heat conduction and then examined the relationships between their mental models and their predictions. Clinical interviews were conducted to probe 30 undergraduate physics students' mental models and their…

The goal of this case study was to describe characteristic features of abductive inquiry learning activities in the domain of earth science. Participants were undergraduate junior and senior students who were enrolled in an earth science education course offered for preservice secondary science teachers at a university in Korea. The undergraduate…

With recent attention to improving scientific workforce development and student achievement, there has been a rise in effort to understand and encourage student engagement in physical science. This study examines the association of family influence and initial interest in science through multiple and logistic regression models. Research questions…

This study explored whether adding a haptic interface (that provides users with somatosensory information about virtual objects by force and tactile feedback) to a three-dimensional (3D) chemical model enhanced students' understanding of complex molecular interactions. Two modes of the model were compared in a between-groups pre- and posttest…

The elementary science teacher educators in this article set recognize the challenges that new science teachers face when they enter classrooms. They have developed frameworks and strategies aimed at helping the preservice teachers with whom they work become "well-started beginners" who are ready to address problems of science teaching. To do so,…