This study is intended to provide an example of computational modeling (CM) experiment using machine learning algorithms. Specific outcomes modeled in this study are the predicted influences associated with the Science Writing Heuristic (SWH) and associated with the completion of question items for the Cornell Critical Thinking Test. The Student…

The shifting emphases of new national curricula have placed more attention on knowledge generation approaches to learning. Such approaches are centered on the fundamental sense of generative learning where practices and tools for learning become the focus of the learning environment, rather than on the products of learning. This paper, building on…

Over the past 20 years, claims about how and why student writing can serve learning have changed markedly. This has been partly due to new technologies displacing writing as a predominant resource for learning, prompting new sense-making practices and shifts in how these changes are theorized. Learners now routinely collaborate to generate,…

A key element in science education is establishing and maintaining linkages between teachers and researchers that can eventuate in enhanced student outcomes. Determining when and where a new educational program or intervention results in an enhanced outcome can be sensitive to many different forces that the researcher must carefully manage. The…

This study was designed to examine students' use of multiple modal representations within their written arguments as a consequence of completing a series of investigations of an organic chemistry laboratory course. One hundred and eleven students from a major Midwestern university were involved in using the Science Writing Heuristic (SWH) approach…

Writing-to-learn activities in science classrooms can have an impact on student learning. This study sought to examine if the audience for which students write explanations of biology concepts affects their understanding of these concepts. One hundred eighteen Year 9/10 biology students from four classes participated in the study. There were four…

A critical component of science is the role of inquiry and argument in moving scientific knowledge forward. However, while students are expected to engage in inquiry activities in science classrooms, there is not always a similar emphasis on the role of argument within the inquiry activities. Building from previous studies on the Science Writing…

The purpose of this study was to reconstruct writers' reasoning process as reflected in their written texts. The codes resulting from the text analysis were related to cognitive operations, ranging from simple to more sophisticated ones. The sequence of the cognitive operations as the text unfolded represents the writer's cognitive pathway at the…

This study aims to add to the growing research related to the implementation of non-traditional writing tasks in classrooms to encourage science literacy. A secondary reanalysis methodology was employed to review student interviews collected as a part of several individual studies during a ten year research program. This method established an…

Writing-to-learn techniques can enhance learning, yet a need remains for more empirical research on the quality of learning that results from engaging in particular writing tasks with description of the instructional support for writing situated in context. This report builds on past research linking inquiry, social negotiation, and writing…

This study researched the use of writing-to-learn strategies within a high-school (Year 11) chemistry classroom. The writing task itself asked the students to write a business letter to a younger audience of middle-school (Year 7) students. A mixed-method design was used for the study, incorporating pre/post- testing with semi-structured…

Reports on a task in which students wrote scripts for a silent movie to consolidate their understanding of the subject of light. Considers the broader implications for effective task design, implementation, and review of this kind of writing. (Author/ASK)

Describes how to adopt a Science Writing Heuristic (SWH) in an introductory college chemistry laboratory to promote a more positive attitude in students and better conceptual understanding of laboratory reports. (Author/MM)

Whereas there has been strong advocacy of the value of writing for learning in science, the role of student planning in this approach and the relationships between planning, writing, and learning have been underresearched. Our mixed method study aimed to address this issue by seeking to identify quantitative differences in learning outcomes…