Education Commons^™

Network Science: Activity Guide Introduction

Worlds of Connections Resources

Welcome to the Worlds of Connections network science activity guides. We are

happy to share our fun, engaging, and hands-on activities and hope you enjoy them. College students, teachers, middle school youth in afterschool programs, learning researchers, artists/designers, psychologists, and sociologists helped create these guides over several years. We suggest that you use them to build community in clubs, classrooms, and camps; develop systems thinking and network science knowledge; plus promote curiosity and opportunities to discover.

Steps For Starting A Professional Learning Community (Plc): A Literature Review, John T. Sutton

PROSPECT S-STEM

There are a number of steps that can influence and inform the creation, development, and growth of a professional learning community (PLC). It isn’t necessary to use a lock-step approach, rather it is cyclical and evolving. The steps take into consideration and accommodates the context of the institution and the need to improve for a variety of reasons. The steps allow for quick wins and changes that require significant time, research, and resolution. Always with a plan that reflects member and institutional priorities. It is hoped that by identifying what has been consistently identified as important steps to the success …

Snail Races: An Inquiry-Based Approach To Learn Invasive Species Ecology, Emma Grindle, Heather E. Bergan-Roller, Ashton Johnson, Grace Lunaburg, Jennifer A.H. Koop

Faculty Peer-Reviewed Publications

Inquiry-based lessons allow learning that is hands-on and student-driven, fostering engagement and retention of knowledge in any discipline. Here, we use this learning framework to engage students in exploring the effects of biotic and abiotic factors on animal dispersal as a means of connecting students to multiple ecological concepts. Instructors are provided with a guided lecture on key ecological concepts including the impacts of invasive species, dispersal mechanisms, and species interactions with the environment. Furthermore, the interactive lecture introduces students to the snail study system and explains the experimental process, which involves low-cost, readily available materials (e.g., kiddie pools). Students …

From Becoming To Being: How Stem Teachers Develop Leadership Identities, Kelsey Quaisley, Wendy M. Smith, Brett A. Criswell, Rachel Funk, Anna Hutchinson

Secondary Education Faculty Publications

The development of STEM teacher leadership identity empowers K-12 teachers to make changes to improve teaching and learning. Identity development might not be productively supported in all school settings, however. Hence, external professional development programs should offer opportunities to supplement this identity development. We construct and propose a Can't-to-Becoming-to-Being model to describe STEM teacher leadership identity development as a progression of stages from weak to strong identity. Using interview data over two points in time with 127 STEM teacher leaders, we illustrate four stages of development: Can't, Can, Should, and Being. We also elucidate the conditions that teachers identify as …

Factors Predicting Mathematics Achievement In Pisa: A Systematic Review, Xiaofang S. Wang, Laura B. Perry, Anabela Malpique, Tobias Ide

Research outputs 2022 to 2026

The Programme for International Student Assessment (PISA) has become the world’s largest comparative assessment of academic achievement. While hundreds of studies have examined the factors predicting student achievement in PISA, a comprehensive overview of the main predictors has yet to be completed. To address this gap, we conducted a systematic literature review of factors predicting mathematics performance in PISA. Guided by Bronfenbrenner’s ecological model of human development, we synthesized the findings of 156 peer reviewed articles. The analysis identified 135 factors that fall into five broad categories: individual student, household context, school community, education systems and macro society. The analysis …

Exploring Pathways To Food Science Careers In Southern California: A Case Study In Food Science Career Development, Jeremy L. Hsu, Sarah Ahles, Lilian W. Senger, Anuradha Prakash

Food Science Faculty Articles and Research

Southern California is a diverse region that is home to a high concentration of food science companies, with an increasing demand for additional food scientists and technologists to join this workforce. Despite this abundance of food science companies and the high demand for jobs, there is currently a shortage in the number of qualified food scientists and technologists in the region. This shortage is also observed within higher education, with declining enrollments in the food science graduate and undergraduate programs across Southern California. Here, we conduct a case study to explore the factors that influence students from Southern California to …

Engaging Students In A Genetics Course-Based Undergraduate Research Experience Utilizing Caenorhabditis Elegans In Hybrid Learning To Explore Human Disease Gene Variants, Natalie Forte, Virginia Veasey, Bethany Christie, Amira Carter, Marli Hanks, Alan Holderfield, Taylor Houston, Anil Challa, Ashley Turner

Research, Publications & Creative Work

Genetic analysis in model systems using bioinformatic approaches provides a rich context for a concrete and conceptual understanding of gene structure and function. With the intent to engage students in research and explore disease biology utilizing the nematode Caenorhabditis elegans model, we developed a semester-long course-based undergraduate research experience (CURE) in a hybrid (online/in-person) learning environment—the gene-editing and evolutionary nematode exploration CURE (GENE-CURE). Using a combination of bioinformatic and molecular genetic tools, students performed structure-function analysis of disease-associated variants of uncertain significance (VUS) in human orthologs. With the aid of a series of workshop-style research sessions, students worked in teams …

Supporting The Quality Of Digital Learning: Project Brief, Abha Bhagat

ACER India

Khan Academy introduced the Science Essentials Course to build a strong foundation in fundamental concepts among learners using deep conceptual videos. The course consists of learning videos and exercises - the videos help strengthen conceptual understanding for students, while the element of focused practice allows learners to retrieve concepts learnt, make mistakes, receive feedback, and in the process, master skills. The Australian Council for Educational Research (India) reviewed a sample of videos and exercises in physics, chemistry, and biology of the Science Essentials Course for students in grades 11 and 12.

Investigating The Influence Of Assessment Question Framing On Undergraduate Biology Student Preference And Affect, Jeremy L. Hsu, Noelle Clark, Kate Hill, Melissa Rowland-Goldsmith

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Nearly all undergraduate biology courses rely on quizzes and exams. Despite their prevalence, very little work has been done to explore how the framing of assessment questions may influence student performance and affect. Here, we conduct a quasi-random experimental study where students in different sections of the same course were given isomorphic questions that varied in their framing of experimental scenarios. One section was provided a description using the self-referential term “you”, placing the student in the experiment; another section received the same scenario that used classmate names; while a third section's scenario integrated counterstereotypical scientist names. Our results demonstrate …

Figured Worlds Of Women Mathematics Education Scholars, Lili Zhou, Jill Newton, Brooke Max, Hyunyi Jung, Lindsay M. Keazer, Bimi Kumari Sapkota, Ricki L. Geller-Mckee

Education Faculty Publications

Drawing on the concept of figured worlds (Holland et al., 1998), this project focuses on addressing, responding to, and understanding the self within the figured world of the mathematics education community. Specifically, we examine a group of women with diverse backgrounds in terms of race, class, and cultural contexts, who are engaged in various roles as mathematics education scholars, including teachers, teacher educators, and researchers. Using a dialogical self approach, we facilitate both internal and external discourses, exploring personal histories, narratives, and the development of evolving identities. Our findings reveal that culture and social positions, such as gender, class, and …

Humanizing Online Stemm Education, Emily Faulconer

Publications

The instructor and course design can make a difference in online STEM course persistence.

The Challenge: Magazine For The Center For Gifted Studies (No. 55, Fall 2023), Elizabeth Joyce Editor

Gifted Studies Publications

Magazine created by and about the WKU Center for Gifted Studies.

Imagination To Innovation: Design Thinking For Young Learners, Lindsey Herlehy, Cassandra Armstrong

Publications & Research

Design thinking is the intersection of engineering design and social-emotional learning. Today’s learners must be empathetic problem solvers capable of defining problems and designing appropriate solutions to meet the needs of the user. In this session, participants will experience design thinking through literature-based scenarios appropriate for early learners. They will analyze and compare their own models to those of others and compose a lesson that will engage students in the design thinking process.

Humanizing Online Stemm Education, E. K. Faulconer

Publications

Students want to see themselves in the curriculum and learning environment. How to foster the formation of STEM identity: studying diversity in an authentic learning environment. https://doi.org/10.1186/s40594-020-00254-z

•Students notice diversity in the curriculum •Students intertwine their gender and ethnic identities with STEM identity

•Attention to diversity and inclusion can build positive STEM identities Engaging in science practices in classrooms predicts increases in undergraduates’ STEM motivation, identity, and achievement. https://doi.org/10.1002/tea.21623

• Recognition as a scientist and positive classroom climate related to learning outcomes for underrepresented minority students

Mystery Mutt: Dna Analysis With A Dog Named Charlie, Kelly M. Jones

Inclusive Strategies for Teaching Secondary Mathematics and Science

This article provides an in-depth exploration of the design, execution, and outcomes of the "Mystery Mutt: DNA analysis with a dog named Charlie" lesson. Designed for seventh-grade life science students, the lesson focuses on unraveling the correlation between genotype and phenotype using authentic pet DNA test results. Grounded in real-life experiences and employing a multi-dimensional approach, the lesson successfully bridges the gap between theoretical genetic concepts and practical applications. The article discusses the lesson's alignment with academic standards, consideration of materials and safety, its unique classroom context, and the engaging phases of exploration, explanation, elaboration, evaluation, and closure. The emphasis …

Using Multiple Modes Of Learning In A High School Genetic Engineering Lesson, Hannah Stuart

Inclusive Strategies for Teaching Secondary Mathematics and Science

The goal of this article is to discuss a genetic engineering lesson presented to high school biology students to obtain mastery of the Biology Standard of Learning (BIO.5e) associated with genetic engineering products and practices. The lesson described in this article follows the 5E lesson plan model. Therefore, the article will describe the 5Es used in the creation and implementation of this lesson: engage, explore, explain, elaborate, and evaluate. This article focuses on the use of resources and activities that appeal to students with varying learning styles and looks at the effectiveness of individualized teacher-student attention during individual practice time. …

The World Around Us: Physical And Chemical Changes, Erica Carpenter

Inclusive Strategies for Teaching Secondary Mathematics and Science

The following article describes a lesson that provides students with a better understanding of the world around them. Specifically, the students investigate real-life examples to expand their learning about physical and chemical changes. This lesson is appropriate for middle school students. Within the lesson, the teacher provides readers with resources and activities that can be used to cultivate a culturally relevant pedagogy. Students are provided with a variety of activities to spark their interest in science.

Concepts In Animal Parasitology: Master Bibliography, Sue Ann Gardner

Concepts in Animal Parasitology Textbook

Master bibliography for the open educational resource/open access textbook Concepts in Animal Parasitology, Scott L. Gardner and Sue Ann Gardner, editors, published by Zea Books, Lincoln, Nebraska, United States, 2024. This includes the references from literature cited and suggested supplemental reading.

Multiplying And Dividing Fractions And Mixed Numbers Using Multiple Models, Pavithra Sridhar

Inclusive Strategies for Teaching Secondary Mathematics and Science

This lesson is based on the study of Multiplying and Dividing Fractions using multiple representations, and the subsequent application of these concepts to real-life situations. In this lesson, we demonstrate/model multiplication and division of fractions (proper or improper) and mixed numbers using multiple models. We solve single-step and multistep practical problems involving addition, subtraction, multiplication, and division with and without models. The sum, difference, product, and quotient of fraction and mixed number problems are determined. We also determine the sum and difference of fraction, mixed number, and fraction, division, and product of mixed numbers. This lesson focuses on the use …

A Cellular Division Called Mitosis, Betsy Kent

Inclusive Strategies for Teaching Secondary Mathematics and Science

In biology, cellular reproduction is a fundamental process that ensures the growth and repair of living organisms. This article will detail the lesson that meets the needs of students with disabilities by applying several Universal Design for Learning (UDL) principles. The plan will be taught over a span of five days and focus on the fundamental process that allows living organisms to grow, repair damaged tissues, and reproduce. The students will have several hands-on activities that will enhance the lecture part of the lesson. Understanding cellular reproduction is crucial in comprehending the complexity and resilience of life itself.

Teaching Cells To Diverse Learners In The Modern Classroom, Avery Tully

Inclusive Strategies for Teaching Secondary Mathematics and Science

During this lesson, my main focus was to engage students in deeper learning about the importance of cells and all the aspects of structure, function, and history. My classroom is extremely diverse as I teach in Northern Virginia, a true melting pot. I have attached the population of minorities in Northern Virginia. This shows that over half of the population is minorities, well over the national average. You will also see the graph of ESOL homes in Northern Virginia. This graph shows that over 35% of homes in Northern Virginia speak another primary language other than English in their homes.

Microscope Investigations: An Inquiry-Based Cell Lab, Joshua Whittaker, R. Whitlow

Inclusive Strategies for Teaching Secondary Mathematics and Science

This lesson is a collaborative effort between a student teacher and a cooperating senior teacher to design and implement an engaging and exploratory microscope lab for 7th-grade students. The goal of this lesson is to cultivate excitement, interest, and exploration in students who are new to using microscopes, aligning with the Virginia 7th Grade Life Science Standards of Learning on cells and cell theory. This lab incorporates two microscope stations—one focusing on fundamental skills and the other on inquiry-based exploration. By employing the 5E model of instruction, this paper details how students progress through engagement, exploration, explanation, elaboration, and evaluation …

An Inquiry-Based Approach For Teaching Type Iii Functional Responses In Ecology, Jeremy L. Hsu

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Maize (also known as corn) has played an important role in human agriculture ever since its domestication by indigenous peoples of Mexico some 10,000 years ago. The crop is now planted across the world, including in China. However, several invasive pests, including the fall armyworm Spodoptera frugiperda, have threatened this crop and lowered yield. Eupeodes corollae, an endemic syrphid hoverfly, has been proposed as a biological control agent. Here, students will explore the antagonistic relationship between S. frugiperda and E. corollae, with both species feeding on larvae of the other species, and learn about type III functional …

Fierce Female Friendships: An Artistic Representation And Exploration Of The Benefits Of Gender-Based Inclusivity And Community In Stem, Maya Bachmeier-Evans

WWU Honors College Senior Projects

Incorporating visual art, social research, women’s studies, and artificial intelligence, Fierce Female Friendships investigates the ramifications of gendered experience on the learning environment. By reflecting upon her work in a male-dominated discipline, the author transforms her sense of classroom isolation into two paintings that highlight the subtle yet significant differences that separate inclusivity from alienation. In addition to her personalized reflections, the author also creates a fourteen-question survey which invites her peers to consider gender in academia, to assess their experiences on a university campus, and to imagine how they might depict those experiences using visual art. Positing the idea …

Noticing Instructional Challenges In Artifacts Of Teaching, Tara Barnhart, Elizabeth Van Es

Education Faculty Articles and Research

This study investigates challenges of enactment teachers notice when analyzing artifacts of teaching in a professional development focused on supporting the enactment of NGSS-aligned modeling instruction. Five secondary science teachers participated in a semester-long video club. Transcripts of the segments of their meetings in which they analyzed artifacts of practice were coded to characterize what they noticed in videos and student work samples from their own and others’ classrooms of students engaging in sensemaking. Through an inductive and iterative approach, three main linguistic challenges were identified related to the teachers’ noticing of students’ disciplinary thinking: learning how to communicate with …

Noticing Instructional Challenges In Artifacts Of Teaching, Tara Barnhart, Elizabeth A. Van Es

Education Faculty Articles and Research

This study investigates challenges of enactment teachers notice when analyzing artifacts of teaching in a professional development focused on supporting the enactment of NGSS-aligned modeling instruction. Five secondary science teachers participated in a semester-long video club. Transcripts of the segments of their meetings in which they analyzed artifacts of practice were coded to characterize what they noticed in videos and student work samples from their own and others’ classrooms of students engaging in sensemaking. Through an inductive and iterative approach, three main linguistic challenges were identified related to the teachers’ noticing of students’ disciplinary thinking: learning how to communicate with …

Systems Thinking Applied To Higher Education Curricula Development, Reza Rahdar, Mark London, Yuetong Lin, Hong Jiang

Publications

Systems Thinking (ST) is a general and yet nebulous term that describes an approach to understanding and working with complexity in the real world. ST seeks to evaluate different behaviors of individual system elements when they operate in isolation as opposed to when they are integrated as part of a larger system and placed within a particular operating environment. The education environment consists of multiple systems with different digital content, learning goals/outcomes that serve different stakeholders including teachers, learners, and administrators. The inherent complexity and interaction among these various educational system elements and functions make this environment a worthy candidate …

Comparing Time Allocation For Teaching Science As Inquiry In Two Educator Preparation Science Methods Courses, Lori A. Dira

Faculty Journal Articles

How much time an institution allocates to content can indicate its overall importance and intended value to the educator preparation program. For decades there have been calls to integrate more authentic science inquiry experiences into not only undergraduate elementary science courses, but into all elementary educator preparation courses. Many elementary educators do not receive training on effective methods for teaching science, they will not feel comfortable and will likely have low self-efficacy. This study investigated the amount of time allocated to teaching science as inquiry and the knowledge participants had prior to and after taking an elementary teaching science methods …

Development And Validation Of A Questionnaire To Explore Teachers’ Knowledge About The Nature Of Mathematics The Teaching And Learning Of Mathematics, Munira Amirali

Institute for Educational Development, Karachi

Investigating teachers’ knowledge about the nature of mathematics and their viewpoints about the teaching and learning of mathematics is important as it has a great influence on what they do in classrooms. This paper describes the two phases of the development and validation process of an instrument named as Mathematics Teacher Survey Questionnaire (MTSQ) developed to determine Pakistani teachers’ knowledge about the nature of mathematics, its influence on their viewpoints about the teaching and learning of mathematics. Phase one includes item writing, item analysis and item administration whereas phase two includes the tool validation process using Cronbach’s alpha and content …

Interventions To Increase Stem Retention Of Undergraduate Women: A Literature Review, Josie Braun, Sarah Pille, Majel Baker

Psychology Student Work

The lack of retention of women in STEM majors and careers has been an ongoing issue for years. With stunted percentages of women in participation, representation, interest, pay and more, resolving this problem is necessary. This systematic literature review focuses on interventions that are aiming to increase women’s STEM self-efficacy, performance, sense of belonging, identification, interest, retention, and positivity while decreasing STEM stereotypes and implicit gender biases. Studies were included if they used an experimental or quasi-experimental design in college students within the past 15 years. A total of 26 studies were included in this review. Across the research reviewed, …