skip to main content

Attention:

The NSF Public Access Repository (PAR) system and access will be unavailable from 11:00 PM ET on Thursday, February 13 until 2:00 AM ET on Friday, February 14 due to maintenance. We apologize for the inconvenience.


Title: How students reason about matter flows and accumulations in complex biological phenomena: An emerging learning progression for mass balance
Abstract

In recent years, there has been a strong push to transform STEM education at K‐12 and collegiate levels to help students learn to think like scientists. One aspect of this transformation involves redesigning instruction and curricula around fundamental scientific ideas that serve as conceptual scaffolds students can use to build cohesive knowledge structures. In this study, we investigated how students use mass balance reasoning as a conceptual scaffold to gain a deeper understanding of how matter moves through biological systems. Our aim was to lay the groundwork for a mass balance learning progression in physiology. We drew on a general models framework from biology and a covariational reasoning framework from math education to interpret students' mass balance ideas. We used a constant comparative method to identify students' reasoning patterns from 73 interviews conducted with undergraduate biology students. We helped validate the reasoning patterns identified with >8000 written responses collected from students at multiple institutions. From our analyses, we identified two related progress variables that describe key elements of students' performances: the first describes how students identify and use matter flows in biology phenomena; the second characterizes how students use net rate‐of‐change to predict how matter accumulates in, or disperses from, a compartment. We also present a case study of how we used our emerging mass balance learning progression to inform instructional practices to support students' mass balance reasoning. Our progress variables describe one way students engage in three dimensional learning by showing how student performances associated with the practice of mathematical thinking reveal their understanding of the core concept of matter flows as governed by the crosscutting concept of matter conservation. Though our work is situated in physiology, it extends previous work in climate change education and is applicable to other scientific fields, such as physics, engineering, and geochemistry.

 
more » « less
PAR ID:
10368418
Author(s) / Creator(s):
 ;  ;  ;  ;  
Publisher / Repository:
Wiley Blackwell (John Wiley & Sons)
Date Published:
Journal Name:
Journal of Research in Science Teaching
Volume:
60
Issue:
1
ISSN:
0022-4308
Page Range / eLocation ID:
p. 63-99
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. Tanner (Ed.)
    Recent calls in biology education research (BER) have recommended that researchers leverage learning theories and methodologies from other disciplines to investigate the mechanisms by which students to develop sophisticated ideas. We suggest design-based research from the learning sciences is a compelling methodology for achieving this aim. Design-based research investigates the “learning ecologies” that move student thinking toward mastery. These “learning ecologies” are grounded in theories of learning, produce measurable changes in student learning, generate design principles that guide the development of instructional tools, and are enacted using extended, iterative teaching experiments. In this essay, we introduce readers to the key elements of design-based research, using our own research into student learning in undergraduate physiology as an example of design-based research in BER. Then, we discuss how design-based research can extend work already done in BER and foster interdisciplinary collaborations among cognitive and learning scientists, biology education researchers, and instructors. We also explore some of the challenges associated with this methodological approach. 
    more » « less
  2. Abstract: Disciplinary silos and large amounts of specialized information in chemistry and biology courses undermines how students can make sense of these disciplines. This manuscript reports on how mechanistic reasoning across undergraduate courses may guide students towards more enduring and meaningful science learning. This team of chemistry, biology, and education researchers engaged in conversation about core mechanisms important for student learning in each disciplinary area that would connect to core mechanisms in the other disciplinary areas. The team also engaged in design work around written mechanistic explanations assessment items in each area. Those discussions prompted awareness of disciplinary and pedagogical similarities and differences about mechanisms. Our findings report on the mechanistic reasoning we focused on in each disciplinary area and how those were embodied in the assessment prompts. We discuss implications for teaching students who are traversing different subject matter information and ways of knowing. 
    more » « less
  3. Posing questions is a direct way for teachers to push students to verbalize justifications and make connections among ideas—a crucial component of giving students with learning disabilities access to high levels of mathematical reasoning—but this skill is difficult to learn. We recruited four pre-service special education teachers to provide 1-1 algebra tutoring to students with learning disabilities while receiving instruction related to posing mathematics questions and supporting students’ reasoning. The pre-service teachers increased their frequency of questions overall and of questions that probed students’ thinking or explored mathematical relationships. Students gave correct and complete responses to these more complex questions approximately half of the time; however, pre-service teachers most often reduced the complexity of their questions when students gave incomplete responses. The findings of this study illustrate the potential for pre-service special education teachers to develop questioning routines that engage students with learning disabilities in mathematical reasoning while scaffolding their progress toward new understanding.

     
    more » « less
  4. Three-dimensional learning (3DL) is an approach to science instruction that was developed for K-12 science education and that can provide guidance for improving undergraduate physics laboratories. In this paper, we describe efforts to comprehensively integrate 3DL into a sequence of undergraduate introductory physics for life sciences (IPLS) laboratory courses. This paper is tailored for introductory physics faculty interested in advancing their course's learning goals by simultaneously engaging students in experimental practices, scientific reasoning, and conceptual knowledge. We first review how several well-known laboratory curricula are already implicitly aligned with 3DL. We then describe our IPLS course sequence and show how each 3DL dimension—science and engineering practices, disciplinary core ideas, and crosscutting concepts—is integrated throughout the curriculum. To support implementation, we provide samples of our course documentation, a detailed account of our 3DL integration efforts, a guide to training and supporting teaching and learning assistants in a 3DL course, and a sample set of activities to guide students in participating in 3DL instruction in the supplementary material. 
    more » « less
  5. Rich classroom discussion, or discourse, has long been a recommended pedagogical practice in K-12 math and science education. Research shows that discourse is beneficial for all learners, but especially for English learners and minoritized students in STEM. Discourse helps develop students' agency, academic language, and conceptual understanding. Some K-12 computer science (CS) curricula incorporate student discourse, but we believe it is under-used. In this paper, we review how discourse helps students learn, discuss the use of discourse in CS and math education, share ideas for promoting discourse in CS classrooms, and call on curriculum developers, teacher professional learning providers, and researchers to support the increased use of discourse in K-12 CS education. 
    more » « less