Investigating Complex Phenomena: Bridging between Systems Thinking and Modeling in Science Education

Investigating Complex Phenomena: Bridging between Systems Thinking and Modeling in Science Education
Author: Tom Bielik
Publisher: Frontiers Media SA
Total Pages: 186
Release: 2023-11-15
Genre: Education
ISBN: 2832539017

Understanding the complexity of the natural world and making sense of phenomena is one of the main goals of science and science education. When investigating complex phenomena, such as climate change or pandemic outbreaks, students are expected to engage in systems thinking by considering the boundaries of the investigated system, identifying the relevant components and their interactions, and exploring system attributes such as hierarchical organization, dynamicity, feedback loops, and emergence. Scientific models are tools that support students’ reasoning and understanding of complex systems, and students are expected to develop their modeling competence and to engage in the modeling process by constructing, testing, revising, and using models to explain and predict phenomena. Computational modeling tools, for example, provide students with the opportunity to explore big data, run simulations and investigate complex systems. Therefore, both systems thinking and modeling approaches are important for science education when investigating complex phenomena.

Resources for Teaching Middle School Science

Resources for Teaching Middle School Science
Author: Smithsonian Institution
Publisher: National Academies Press
Total Pages: 496
Release: 1998-04-30
Genre: Education
ISBN: 0309057817

With age-appropriate, inquiry-centered curriculum materials and sound teaching practices, middle school science can capture the interest and energy of adolescent students and expand their understanding of the world around them. Resources for Teaching Middle School Science, developed by the National Science Resources Center (NSRC), is a valuable tool for identifying and selecting effective science curriculum materials that will engage students in grades 6 through 8. The volume describes more than 400 curriculum titles that are aligned with the National Science Education Standards. This completely new guide follows on the success of Resources for Teaching Elementary School Science, the first in the NSRC series of annotated guides to hands-on, inquiry-centered curriculum materials and other resources for science teachers. The curriculum materials in the new guide are grouped in five chapters by scientific areaâ€"Physical Science, Life Science, Environmental Science, Earth and Space Science, and Multidisciplinary and Applied Science. They are also grouped by typeâ€"core materials, supplementary units, and science activity books. Each annotation of curriculum material includes a recommended grade level, a description of the activities involved and of what students can be expected to learn, a list of accompanying materials, a reading level, and ordering information. The curriculum materials included in this book were selected by panels of teachers and scientists using evaluation criteria developed for the guide. The criteria reflect and incorporate goals and principles of the National Science Education Standards. The annotations designate the specific content standards on which these curriculum pieces focus. In addition to the curriculum chapters, the guide contains six chapters of diverse resources that are directly relevant to middle school science. Among these is a chapter on educational software and multimedia programs, chapters on books about science and teaching, directories and guides to science trade books, and periodicals for teachers and students. Another section features institutional resources. One chapter lists about 600 science centers, museums, and zoos where teachers can take middle school students for interactive science experiences. Another chapter describes nearly 140 professional associations and U.S. government agencies that offer resources and assistance. Authoritative, extensive, and thoroughly indexedâ€"and the only guide of its kindâ€"Resources for Teaching Middle School Science will be the most used book on the shelf for science teachers, school administrators, teacher trainers, science curriculum specialists, advocates of hands-on science teaching, and concerned parents.

Making the Connection

Making the Connection
Author: Marilyn Paula Carlson
Publisher: MAA
Total Pages: 340
Release: 2008
Genre: Mathematics
ISBN: 9780883851838

The chapters in this volume convey insights from mathematics education research that have direct implications for anyone interested in improving teaching and learning in undergraduate mathematics. This synthesis of research on learning and teaching mathematics provides relevant information for any math department or individual faculty member who is working to improve introductory proof courses, the longitudinal coherence of precalculus through differential equations, students' mathematical thinking and problem-solving abilities, and students' understanding of fundamental ideas such as variable and rate of change. Other chapters include information about programs that have been successful in supporting students' continued study of mathematics. The authors provide many examples and ideas to help the reader infuse the knowledge from mathematics education research into mathematics teaching practice. University mathematicians and community college faculty spend much of their time engaged in work to improve their teaching. Frequently, they are left to their own experiences and informal conversations with colleagues to develop new approaches to support student learning and their continuation in mathematics. Over the past 30 years, research in undergraduate mathematics education has produced knowledge about the development of mathematical understandings and models for supporting students' mathematical learning. Currently, very little of this knowledge is affecting teaching practice. We hope that this volume will open a meaningful dialogue between researchers and practitioners toward the goal of realizing improvements in undergraduate mathematics curriculum and instruction.

Teaching Undergraduate Science

Teaching Undergraduate Science
Author: Linda C. Hodges
Publisher: Taylor & Francis
Total Pages: 153
Release: 2023-07-03
Genre: Education
ISBN: 1000980340

This book is written for all science or engineering faculty who have ever found themselves baffled and frustrated by their undergraduate students’ lack of engagement and learning. The author, an experienced scientist, faculty member, and educational consultant, addresses these issues with the knowledge of faculty interests, constraints, and day-to-day concerns in mind. Drawing from the research on learning, she offers faculty new ways to think about the struggles their science students face. She then provides a range of evidence-based teaching strategies that can make the time faculty spend in the classroom more productive and satisfying.Linda Hodges reviews the various learning problems endemic to teaching science, explains why they are so common and persistent, and presents a digest of key ideas and strategies to address them, based on the research she has undertaken into the literature on the cognitive sciences and education. Recognizing that faculty have different views about teaching, different comfort levels with alternative teaching approaches, and are often pressed for time, Linda Hodges takes these constraints into account by first offering a framework for thinking purposefully about course design and teaching choices, and then providing a range of strategies to address very specific teaching barriers – whether it be students’ motivation, engagement in class, ability to problem solve, their reading comprehension, or laboratory, research or writing skills.Except for the first and last chapters, the other chapters in this book stand on their own (i.e., can be read in any order) and address a specific challenge students have in learning and doing science. Each chapter summarizes the research explaining why students struggle and concludes by offering several teaching options categorized by how easy or difficult they are to implement. Some, for example, can work in a large lecture class without a great expenditure of time; others may require more preparation and a more adventurous approach to teaching. Each strategy is accompanied by a table categorizing its likely impact, how much time it will take in class or out, and how difficult it will be to implement.Like scientific research, teaching works best when faculty start with a goal in mind, plan an approach building on the literature, use well-tested methodologies, and analyze results for future trials. Linda Hodges’ message is that with such intentional thought and a bit of effort faculty can succeed in helping many more students gain exciting new skills and abilities, whether those students are potential scientists or physicians or entrepreneurs. Her book serves as a mini compendium of current research as well as a protocol manual: a readily accessible guide to the literature, the best practices known to date, and a framework for thinking about teaching.

Handbook of STEM Faculty Development

Handbook of STEM Faculty Development
Author: Sandra M. Linder
Publisher: IAP
Total Pages: 416
Release: 2022-12-01
Genre: Education
ISBN:

Faculty in the science, technology, engineering, and mathematics (STEM) disciplines face intensifying pressures in the 21st century, including multiple roles as educator, researcher, and entrepreneur. In addition to continuously increasing teaching and service expectations, faculty are engaged in substantive research that requires securing external funding, mentoring other faculty and graduate students, and disseminating this work in a broad range of scholarly outlets. Societal needs of their expertise include discovery, innovation, and workforce development. It is critical to provide STEM faculty with the professional development to support their complex roles and to base this development on evidence derived from research. This edited handbook provides STEM stakeholders with an opportunity to share studies and/or experiences that explore STEM faculty development (FD) in higher education settings. More specifically, we include work that examines faculty development planning, techniques/models, experiences, and outcomes focused on supporting the teaching, research, service, and leadership responsibilities of STEM faculty. The Handbook is suited for researchers and practitioners in STEM, STEM Education, Mathematics, Science, Technology, and Engineering disciplines. It is also suited towards faculty developers, higher education administrators, funding agencies, industry leaders, and the STEM community at large. This handbook is organized around three constructs (INPUTS, MECHANISMS, and OUTPUTS). The STEM faculty development inputs construct focuses on topics related to the characteristics of faculty members and institutions that serve as barriers or supports to the adoption and implementation of holistic STEM faculty development programs. Questions addressed in the handbook around this topic include: What barriers/supports exist for STEM faculty? How are these barriers/supports being addressed through STEM FD? How do contexts (e.g., economic, political, historical) influence faculty/administrative needs related to STEM FD? How do demographics (e.g., gender, ethnicity, age, family background) influence faculty/administrative needs related to STEM FD? The STEM faculty development mechanisms construct focuses on topics related to the actual implementation of STEM faculty development and we consider the potential models or structures of STEM faculty development that are currently in place or conceptualized in theory. Questions addressed in the handbook around this topic include: What are the processes for developing models of STEM FD? What are effective models of STEM FD? How is effectiveness determined? What roles do stakeholders (e.g., faculty, administration, consultants) play within STEM FD mechanisms? The STEM faculty development outputs construct focuses on how to best understand the influence of STEM faculty development on outcomes such as productivity, teacher quality, and identity in relation to faculty development. Questions addressed in the handbook around this topic include: How has STEM FD influenced higher education practices and settings? What are appropriate output measures and how are they used in practice? What collaborations emerge from STEM FD? How does STEM FD affect other STEM stakeholders (e.g. students, administration, business, community)? The aim for this handbook was to examine the multifaceted demands of faculty roles, and together with members of the STEM education community, envision pathways through which universities and individuals may support STEM colleagues, regardless of their experience or rank, to enjoy long and satisfying careers. Our hope is for these chapters to aid readers in deep reflection on challenges faculty face, to contemplate adaptations of models presented, and to draw inspiration for creating or engaging in new professional development programs. Chapters across this handbook highlight a variety of institutional contexts from 2-year technical colleges, to teaching-focused institutions, in addition to research-centric settings. Some chapters focus primarily on teaching and learning practices and offer models for improving STEM instruction. Others focus on barriers that emerge for STEM faculty when trying to engage in development experiences. There are chapters that examine tenure structures in relation to faculty development and how STEM FD efforts could support research endeavors. Mentorship and leadership models are also addressed along with a focus on equity issues that permeate higher education and impact STEM FD. It is our sincere hope that this Handbook sparks increased discourse and continued explorations related to STEM FD, and in particular, the intentional focus of faculty development initiatives to extend to the many facets of academic life.