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Building on my earlier studies of mechanistic reasoning, my current research is investigating development of reasoning about more complex biological mechanisms. My work focuses primarily on two populations – biology graduate students and undergraduates in upper division biology courses. Like their faculty mentors, graduate students are involved in the process of building and refining models. However, little is known about how these students learn to use model-based reasoning. Thus I am focused on defining the intermediate reasoning states between novice and expert researchers. Additionally, I am interested in exposing students to authentic biological reasoning at points earlier than graduate school. She is collaborating to develop a model for bringing the reasoning practices of biologists into an upper division undergraduate course. Research within this course will include describing the forms of reasoning that students reveal during small group problem solving sessions. Modern biologists employ a set of practices and reasoning skills that allow them to construct models of natural phenomena and refine these models through experimentation and hypothesis testing. Expert models of the phenomena they research are typically dynamic, detailed and full of causal connections. Model building is heavily connected to the physical and mental work biologists do in the laboratory. The formal and informal models that biologists use are highly productive tools for explaining and making predictions about the biological world. My interest is in understanding the development of these forms of reasoning and practice. Children begin to develop the skills for causal reasoning and explanation building at a young age, but how these early resources are fostered through schooling is not well understood. My earlier work demonstrated how school-age children constructed explanations for a simple visible system of levers. These studies suggested that even when all components of a mechanism are available for children to see and manipulate they often fail to explain the action of the system in terms of mechanism. In particular many children struggled to identify components relevant to mechanism, mentally animate the motion of the system, and build causal connections to explain the relevance of interactions within the system. However, my colleagues and I went on to show how careful instruction could help young students begin to understand and reason about these simple mechanisms.

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Courses
  • ILSCHMS
    Improving Learning in Science Classrooms - How to Make it Stick

  • CDB
    Cell and Developmental Biology

  • ALSM
    Adolescent Learning in Science and Mathematics

Grants
  • Funding agency logo
    Learning Science Concepts Through Metaphor Comprehension, Production, and Conversation: Behavioral, Neural and Artificial Intelligence Measures

    Co-Investigator (COI)

    2022

    $352.8K
    Active
  • Funding agency logo
    Addressing the Challenge of Authentic Inquiry at Scale: Probing and Supporting Teaching Assistants' Implementation of a Model-Based-Inquiry Curriculum

    Principal Investigator (PI)

    2020

    $299.2K
    Active
  • Funding agency logo
    CUR Transformations Project

    Co-Investigator (COI)

    2017

    $16.0K
    Active
  • Funding agency logo
    Authentic Scientific Practices in the Classroom: A Model-Based-Inquiry Curriculum for the Introductory Biology Laboratory

    Principal Investigator (PI)

    2016

    $598.7K
Publications (24)
Recent
  • span span style= font-size:11pt; Science Identity Development through Participation in a Classroom Community of Science Practice /span /span

    2022

  • The Instructor’s Role in a Model-Based Inquiry Laboratory: Characterizing Instructor Supports and Intentions in Teaching Authentic Scientific Practices.

    2022

  • The instructor’s role in a model-based inquiry laboratory: Characterizing instructor supports and intentions in teaching authentic scientific practices

    2022

  • Supporting Scientific Development through Model-Based Inquiry: A Students’ Eye View of Grappling with Data, Uncertainty and Community in a Laboratory Experience.

    2021

  • Supporting Scientific Practice through Model-Based Inquiry: A Students’-Eye View of Grappling with Data, Uncertainty, and Community in a Laboratory Experience

    2021

  • What do earwax, spinners and cats have in common? Probabilistic reasoning in undergraduate genetics problem-solving

    2019

  • Authentic Inquiry through Modeling in Biology (AIM-Bio): An Introductory Laboratory Curriculum that Increases Undergraduates' Scientific Agency and Skills.

    2018

  • Authentic Inquiry through Modeling in Biology (AIM-Bio): An introductory laboratory curriculum that increases undergraduates’ scientific agency and skills

    2018

  • Generative mechanistic explanation building in undergraduate molecular and cellular biology

    2017

  • A retrospective study of a Scientist in the Classroom Partnership Program

    2017

  • Teaching Real Data Interpretation with Models (TRIM): Analysis of Student Dialog in a Large-Enrollment, Cell and Developmental Biology Course

    2016

  • Teaching real data interpretation with models (TRIM): Analysis of student dialogue in a large-enrollment cell and developmental biology course

    2016

  • Analysis of Korean Elementary Pre-Service Teachers’ Changing Attitudes About Integrated STEAM Pedagogy Through Developing Lesson Plans

    2016

  • Features of Knowledge Building in Biology: Understanding Undergraduate Students' Ideas about Molecular Mechanisms

    2016

  • Features of knowledge building in biology: Understanding undergraduate students’ ideas about molecular mechanisms

    2016

  • Exploring Prospective Teachers’ Assessment Practices: Noticing and Interpreting Student Understanding in the Assessment of Written Work.

    2015

  • Developing faculty cultures for evidence-based teaching practices in STEM: A progress report

    2015

  • Exploring prospective teachers' assessment practices: Noticing and interpreting student understanding in the assessment of written work

    2015

  • Children's mechanistic reasoning

    2012

  • Embodied experiences within an engineering curriculum

    2010

  • Analysis of children’s mechanistic reasoning about linkages and levers in the context of engineering design

    2009

  • Complement levels and activity in the normal and LPS-injured lung

    2007

  • Complement in the Unique Immune System of the Lung

    2006

  • Surfactant Protein A Enhances the Phagocytosis of C1q-Coated particles by Alveolar Macrophages.

    2002

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