Science and Mathematics Education Commons^™

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 …

Science Attitudes Of Students Enrolled In An Introductory Environmental Science Course, Rajan Brar

Electronic Thesis and Dissertation Repository

This study examines attitudes towards science for 198 students enrolled in an introductory university environmental science course. Conceptual frameworks include the theory of planned behaviour and the tripart model of attitudes to assess science attitudes. A quantitative research design, using secondary data, is used to address this purpose. Within this study, Enjoyment of Science and Science Anxiety factors of attitudes towards science, components of the affective domain of attitude are compared to student gender, faculty, and academic year using a modified mATSI:2 questionnaire. It is found that faculty displays the most significant association with science attitudes, with students from science …

Mathematical Identities And Tracking: An Exploration Of Efficacy In Children And Women, Emma Hagan

Education | Master's Theses

This study seeks to understand the impact of elementary school mathematical identities and mathematics tracking on the identities of women and girls. “Tracking” is an institutionalized education method developed in the 1960s and 1970s in which schools sort their students into smaller class-sized groups based on their observed achievement (Domina et al., 2016). Too often, when students test onto the lower track, they are confronted with a sense of futility and a lack of self-efficacy (Domina, Hanselman, Hwang & McEachin, 2016; Houtte & Stevens, 2015). Further, in STEM disciplines, students who identify as female report lower self-efficacy rates than those …

The Proof Is In The Pudding – Using Perceived Stress To Measure Short-Term Impact In Initiatives To Enhance Gender Balance In Computing Education, Alina Berry, Sarah Jane Delany

Academic Posters Collection

The problem of gender imbalance in computing higher education has forced academics and professionals to implement a wide range of initiatives. Many initiatives use recruitment or retention numbers as their most obvious evidence of impact. This type of evidence of impact is, however, more resource heavy to obtain, as well as often requires a longitudinal approach. There are many shorter term initiatives that use other ways to measure their success.

First, this poster presents with a review of existing evaluation measures in interventions to recruit and retain women in computing education across the board. Three main groups of evaluation come …

Why Do Students Attend Stem Clubs, What Do They Get Out Of It, And Where Are They Heading?, Margaret R. Blanchard, Kristie S. Gutierrez, Kylie J. Swanson, Karen M. Collier

Teaching & Learning Faculty Publications

This research investigated what motivated and sustained the involvement of 376 students in culturally relevant, afterschool STEM clubs at four rural, under-resourced schools. A longitudinal, convergent parallel mixed methods research design was used to investigate participants’ participation in and perceptions of the clubs, their motivations to attend, and their future goals, over three years. Situated Expectancy-Value Theory (SEVT) served as a guiding theoretical and analytical framework. Overall, students who attended the clubs were African American (55%), female (56%), and 6th graders (42%), attended approximately half of the clubs (43%), and agreed with quality measures on the STEM Club Survey (M …

Girls Are Good At Stem: Opening Minds And Providing Evidence Reduce Boys' Stereotyping Of Girls' Stem Ability, Emily N. Cyr, Kathryn M. Kroeper, Hilary B. Bergsieker, Tara C. Dennehy, Christine Logel, Jennifer R. Steele, Rita A. Knasel, W. Tyler Hartwig, Priscilla Shum, Stephanie L. Reeves, Odilia Dys-Steenbergen, Amrit Litt, Christopher Lok, Taylor Ballinger, Haemi Nam, Crystal Tse, Amanda L. Forest, Mark Zanna, Sheryl Staub-French, Mary Wells, Toni Schmader, Stephen C. Wright, Steven J. Spencer

Psychology Faculty Publications

Girls and women face persistent negative stereotyping within STEM (science, technology, engineering, mathematics). This field intervention was designed to improve boys' perceptions of girls' STEM ability. Boys (N = 667; mostly White and East Asian) aged 9-15 years in Canadian STEM summer camps (2017-2019) had an intervention or control conversation with trained camp staff. The intervention was a multi-stage persuasive appeal: a values affirmation, an illustration of girls' ability in STEM, a personalized anecdote, and reflection. Control participants discussed general camp experiences. Boys who received the intervention (vs. control) had more positive perceptions of girls' STEM ability, d = 0.23, …

Evaluation Of Gender-Based Differences In Primary School Maths Education: The Potential Of Digital Games, Maíra Amaral

Academic Posters Collection

Digital Game-Based Learning is shown to be a more effective instructional method than traditional instruction, however less effective than other technology-supported instruction according to Byun and Joung (2018). Regarding gender aspects, according to findings by Mclaren and colleagues in 2022, girls may learn more mathematics from digital learning games than boys. In their study, even reporting greater behavioural and cognitive engagement, boys did not learn more with the game than girls.

Decline Is Not Inevitable: Changes In Science Identity During The Progression Through A U.S. Middle School Among Boys And Girls, Julia Mcquillan, Patricia Wonch Hill, Joseph C. Jochman, Grace Kelly

Worlds of Connections Resources

In the United States, science capital is important for navigating many aspects of life. Yet during middle school, science interest declines more for girls than boys. It is unclear, however, whether science identity also declines during the middle school years and if there are differences by gender. The authors advance prior research by modeling changes in science identity and associations with changes in identity-relevant characteristics using growth curve analyses on four waves of data from 760 middle school youth. For girls and boys, science identity changes over time; about 40 percent of the variance is within-person change, with the remainder …

Bridging The Research-Practice Gap: Development Of A Theoretically Grounded Workshop For Graduate Students Aimed At Challenging Microaggressions In Science And Engineering, Amy C. Moors, Lindsay Mayott, Benjamin Hadden

Psychology Faculty Articles and Research

Efforts to promote diversity and inclusion often lack a theoretical basis, which can unintentionally exacerbate issues. In this paper, we describe the development and evaluation results of a theoretically grounded workshop aimed at reducing microaggressions and promoting ally engagement among graduate students in science and engineering. In Study 1, using a Delphi method, eight science and engineering faculty members with backgrounds in diversity efforts provided feedback on workshop development. In Study 2, 107 graduate and advanced undergraduate students engaged in the 90-minute interactive workshop. Results indicate that attendees found the workshop valuable, developed new skills for ally engagement, and planned …

Mathematics Physics Learning E-Module: Differences In Perceptions And Interests Based On Gender, Astalini Astalini, Darmaji Darmaji, Dwi Agus Kurniawan, Riska Fitriani, Haerul Pathoni

Jurnal Inovasi Pendidikan IPA

This study aims to find out the differences in perception and interest of physics education students of FKIP Jambi University towards e-module Mathematics Physics reviewed based on gender differences. This research uses a type of quantitative research, namely survey research. The instrument that has been used is the perception questionnaire. Furthermore, the data obtained is analyzed using descriptive statistics, and inferential statistics, namely assumption tests (normality tests and homogeneity tests) and hypothesis tests (one-way ANOVA tests) with Scheffe advanced tests. The instrument that has been used is the perception questionnaire. Furthermore, the data obtained is analyzed using descriptive statistics, and …

Gender Differences In Socio-Emotional And Socio-Cultural Perspectives Of Middle School Students In Stem Learning, Danielle A. Riney, Heng-Yu Ku

Journal of Educational Research and Innovation

This study investigated the socio-emotional and socio-cultural perspectives of 137 middle school students toward STEM learning in the U.S. Through a 27-item 5-point Likert scale, students’ responses were gathered to complete factor analysis, compute descriptive analysis, and calculate statistical differences found between genders. In socio-emotional learning, female participants scored higher than male participants in the grit and social-awareness factors, while both genders scored similarly in the self-efficacy factor. In socio-cultural learning, male participants scored higher than female participants in the socio-cultural influences factor while both genders scored similarly in the personal focus in STEM factor. However, a statistically significant difference …

Participation In Open Up Resources By Gender And Family Income Level On Mathematics Achievement Of Grades 7 And 8 Students, Timothy Brister

Dissertations

The purpose of this dissertation was to determine the effects by gender and by family-income level between students using Open Up Resources (OUR) curriculum (a Problem-Based Learning [PBL] curriculum) versus traditional curriculum on mathematics achievement of Grades 7 and 8 students. A stratified random sample of 320 students from four Central and Southeast Arkansas schools (n = 160 for Grades 7 and 8, respectively) was drawn for this study. Data analysis involved the use of 2 x 2 factorial ANOVAs. The key findings of the study were that the mathematics achievement of Grade 8 students using OUR was significantly higher …

Factors Impacting Students’ Perceptions Of Mathematics, Amber Souza

Honors Program Theses and Projects

I want to be able to present math in a positive light to all of my future students, regardless of race, gender, and math background. However, for teachers as a whole to be able to take this important step, they must first develop a deeper understanding of why math is a sore spot for many students.

Equitable Mathematics Classroom Discourse, Liza Bondurant

Journal of Practitioner Research

In this article the author shares a self-study investigation into how the quality of talk and opportunities to participate are distributed across individual students based on race and gender in her college math class. Readers will learn how to conduct a similar investigation in their classroom. A discussion of ways to use the information gathered from equitable mathematics classroom discourse investigations will follow.

Mathematical Identity Formation: Preparing Students With Learning Disorders For Post-Secondary Education And Careers, Ravi Anil Shah

College of Education Theses and Dissertations

Formation of identity for individuals engaging in mathematical study influences the utilization and value of the subject matter. In curricular studies surrounding mathematics, a need for research pertaining to the development of mathematical identity for students with learning disorders continues to exist. In this transformative design study, a questionnaire-style instrument created for quantitative data collection provides detailed information about students with learning disorders and their identity formation related to achievement in mathematics. The quantitative aspect of this study helps to understand mathematical identity formation by analyzing levels of Confidence, Motivation, Anxiety, and Career Interest. The results show a statistically significant …

Learning To Fail? Student Experiences In Remedial Mathematics In Community Colleges, Margaret P. Fay

Dissertations, Theses, and Capstone Projects

Referral to remedial coursework in mathematics is a significant barrier to degree attainment for community college students, which in turn has serious consequences for their employment and earning prospects. Students are placed into remediation when they are deemed unprepared to engage in college-level coursework, most often based on a score on a placement test. Nationally, 59% of community college students are placed into remedial math courses. Of these, only 49% complete remediation and gain access to college-level coursework. Because a college-level math course is often a degree requirement, many students who fail to complete remedial math courses are forced to …

Investigating The Manifestations Of Bias In Professional Noticing Of Mathematical Thinking Among Preservice Teachers, Jonathan Thomas, Taylor Marzilli, Brittney Sawyer, Cindy Jong, Edna O. Schack, Molly H. Fisher

Science, Technology, Engineering, and Mathematics (STEM) Education Faculty Publications

This study examines potential bias with respect to perceived gender and ethnicity in preservice teachers’ professional noticing of children’s mathematical thinking. The goal of the study was to explore how, and to what extent bias emerges within pre-service teachers’ professional noticing of children of differing perceived races and genders. Our findings suggest that bias tends to emerge in the interpreting phase of professional noticing; however, such emergence did not appear to vary in conjunction with the perceived ethnicity and gender of the student. Further, our findings suggest that the inclusion of visual imagery (i.e. photos) influence the manifestation of bias …

Smaller Classes Promote Equitable Student Participation In Stem, Cissy J. Ballen, Stepfanie M. Aguillon, Azza Awwad, Anne E. Bjune, Daniel Challou, Abby Grace Drake, Michelle Driessen, Aziza Ellozy, Vivian E. Ferry, Emma E. Goldberg, William Harcombe, Steve Jensen, Christian Jørgensen, Zoe Koth, Suzanne Mcgaugh, Caroline Mitry, Bryan Mosher, Hoda Mostafa, Renee H. Petipas, Paula A.G. Soneral, Shana Watters, Deena Wassenberg, Stacey L. Weiss, Azariah Yonas, Kelly R. Zamudio, Sehoya Cotner

Biological Sciences Faculty Publications

As science, technology, engineering, and mathematics (STEM) classrooms in higher education transition from lecturing to active learning, the frequency of student interactions in class increases. Previous research documents a gender bias in participation, with women participating less than would be expected on the basis of their numeric proportions. In the present study, we asked which attributes of the learning environment contribute to decreased female participation: The abundance of in-class interactions, the diversity of interactions, the proportion of women in class, the instructor's gender, the class size, and whether the course targeted lower division (first and second year) or upper division …

Peningkatan Kemampuan Pemecahan Masalah Matematis Dengan Metode Make A Match Dalam Inkuiri Ditinjau Dari Perbedaan Gender, Anggela Soraya, Wardani Rahayu, Lukita Ambarwati

PYTHAGORAS : Jurnal Matematika dan Pendidikan Matematika

Penelitian ini bertujuan untuk mendeskripsikan peningkatan kemampuan pemecahan masalah matematis menggunakan metode make a match dalam strategi pembelajaran inkuiri ditinjau dari perbedaan gender. Penelitian ini dilakukan di SMP Jakarta Islamic School dan SMPIT Thariq Bin Ziyad, DKI Jakarta. Di SMP Jakarta Islamic School diterapkan strategi pembelajaran inkuiri, sementara di SMPIT Thariq Bin Ziyad diterapkan strategi pembelajaran inkuiri yang dipadukan dengan metode pembelajaran make a match. Populasi penelitian melibatkan peserta didik kelas VII, dimana kelas tersebut terpisah antara peserta didik laki-laki dan perempuan. Data yang diperoleh yaitu berasal dari data pre test dan post test yang berisi soal-soal pemecahan masalah …

The Effects Of Motivation, Technology And Satisfaction On Student Achievement In Face-To-Face And Online College Algebra Classes, Hanan Jamal Amro, Marie-Anne Mundy, Lori Kupczynski

TxDLA Journal of Digital Learning

Demand for online learning has increased in recent years due to the convenience of class delivery. However, some students appear to have difficulties with online education resulting in lack of completion. The study utilized a quantitative approach with archival data and survey design. The factors of demographics, motivation, technology, and satisfaction were compared for face-to-face and online students. MANCOVA tests were performed to analyze the data while controlling age and gender to uncover significant differences between the two groups. The sample and population for this study were predominantly Hispanic students.

Motivation and Technology were non-significant, but satisfaction was proven to …

Teaching | Learning Is Emotional: Interpretive And Impressionistic Approaches To Exploring Emotions In Science And Science Teacher Education, Katelin Corbett

Dissertations, Theses, and Capstone Projects

This dissertation is a compilation of studies, on emotions in teaching and learning. My experiences as a teacher and student of physics have informed my perspective. These experiences as well as my role as a science teacher educator have contributed to my transformations. My work is interpretative and impressionistic. I attempt to address what is happening and why it is happening through my own interpretation, participant reflections, heuristic responses and dialogue with participants. My research community has also informed this work, as well as the preservice and inservice teachers that have participated in each of the studies. I consider this …

Effects Of A Historical Story On Student Understanding Of Nos, Peng Dai

Research and Creative Activities Poster Day

Science educators have identified that Nature of Science (NOS) is essential to improve students’ science literacy. Numerous empirical studies suggest that incorporating the history of science (HOS) into class by means of an explicit reflective approach is one way to promote students’ NOS conceptions. In view of these findings, we developed a unit using an interrupted story technique to depict the discovery of the structure of DNA featuring Rosalind Franklin’s neglected role to help students learn both science content and NOS. Our study design compares an experimental group (story used) with a control group (no story used). The SUSSI (a …

Motivation And Gender Dynamics In High School Science: The Effect Of Gender Composition On Motivation In Small Group Inquiry And Engineering Tasks, Julie Robinson

Doctoral Dissertations

While current research shows that the gender gap in science achievement has disappeared (Miller, Blessing, & Schwartz, 2006), girls continue to show declining levels of STEM (science, technology, engineering, and math) engagement in school. Literature shows that various societal and educational factors impact girls’ STEM motivation disproportionately to boys (Bennett & Hogarth, 2009; Breakwell & Robertson, 2001; Brotman & Moore, 2008; Campbell & Clewell, 1999; Cokadar & Kulce, 2008; Huebner, 2009; Jovanovic & King, 1998; Lee, 1998; Miller, Blessing, & Schwartz, 2006; Osborne, Simon, & Collins, 2003; Solomon, 1997). The onset of this phenomenon occurs in the middle school years …

Multiple Representations Of The Fundamental Theorem Of Calculus As Enacted In The Curriculum, Sense-Making And Gender, Ileana Vasu

Doctoral Dissertations

Multiple representations of the Fundamental Theorem of Calculus (FTC) are deemed essential to creating mathematical habits of mind, but not all classroom instruction includes them. This study articulates the relationship between college students’ experience with multiple representations of the FTC, gained through the enacted curriculum, and their use of multiple representations when problem solving or discussing the FTC. It suggests that students’ use of multiple representations directly relates to their curricular experience, which outweighs a student’s own inclination towards any particular representation. It further suggests that the relationship between classroom experience with a particular representation of the FTC, and its …

From Science Student To Scientist: Predictors And Outcomes Of Heterogeneous Science Identity Trajectories In College, Kristy A. Robinson, Tony Perez, Amy K. Nuttall, Cary J. Roseth, Lisa Linnenbrink-Garcia

STEMPS Faculty Publications

This 5-year longitudinal study investigates the development of science identity throughout college from an expectancy-value perspective. Specifically, heterogeneous developmental patterns of science identity across 4 years of college were examined using growth-mixture modeling. Gender, race/ethnicity, and competence beliefs (efficacy for science tasks, perceived competence in science) were modeled as antecedents, and participation in a science career after graduation was modeled as a distal outcome of these identity development trajectories. Three latent classes (High with Transitory Incline, Moderate-High and Stable, and Moderate-Low with Early Decline) were identified. Gender, race/ethnicity, and competence beliefs in the first year of college significantly predicted latent …

Pengaruh Pembelajaran Pendekatan Rigorous Mathematical Thinking (Rmt) Terhadap Pemahaman Konseptual Matematis Siswa Smp, Aan Hendrayana

Jurnal Riset Pendidikan Matematika

Pemahaman Konseptual Matematis (PKM) memiliki peran penting karena dengan kemampuan ini siswa mudah dalam membangun hubungan untuk memahamai ide dan konsep baru. Kemampuan PKM ini dapat ditumbuh-kembangkan melalui pembelajaran di kelas. Untuk mencapai kecakapan tersebut, pembelajaran perlu memperhatikan keberagaman siswa karena pembelajaran yang mengakomodasi keberagaman menjadi lebih efektif, efesien, dan menarik. Keberagam tersebut dapat berupa Gender (G), Kemampuan Awal Matematika (KAM) dan Gaya Belajar Matematis (GBM) siswa. Salah satu pendekatan pembelajaran yang mengakomodir keberagaman ialah pembelajaran pendekatan Rigorous Mathematical Thinking (RMT). Artikel ini bertujuan untuk mengkaji kemampuan PKM siswa SMP yang memperoleh pembelajaran pendekatan RMT ditinjau dari : a). Gender, …

Examining The Relationships Between Gender Role Congruity, Identity, And The Choice To Persist For Women In Undergraduate Physics Majors, Bronwen Bares Pelaez

FIU Electronic Theses and Dissertations

Persistent gender disparity limits the available contributors to advancing some science, technology, engineering, and math (STEM) fields. While higher education can be an influential time-point for ensuring adequate participation, many physics programs across the U.S. have few women in classroom or lab settings. Prior research indicates that these women face considerable barriers. For university students, faculty, and administration to appropriately address these issues, it is important to understand the experiences of women as they navigate male-dominated STEM fields.

This explanatory sequential mixed methods study explored undergraduate female physics majors’ experiences with their male-dominated academic and research spaces in the U.S. …

Have Gender Gaps In Math Closed? Achievement, Teacher Perceptions, And Learning Behaviors Across Two Ecls-K Cohorts, Joseph R. Cimpian, Sarah T. Lubienski, Jennifer D. Timmer, Martha B. Makowski, Emily K. Miller

Emily Miller

Studies using data from the Early Childhood Longitudinal Study–Kindergarten Class of 1998–1999 (ECLS-K:1999) revealed gender gaps in mathematics achievement and teacher perceptions. However, recent evidence suggests that gender gaps have closed on state tests, raising the question of whether such gaps are absent in the ECLS-K:2011 cohort. Extending earlier analyses, this study compares the two ECLS-K cohorts, exploring gaps throughout the achievement distribution and examining whether learning behaviors might differentially explain gaps more at the bottom than the top of the distribution. Overall, this study reveals remarkable consistency across both ECLS-K cohorts, with the gender gap developing early among high …

Disciplinary Differences In Out-Of-School High School Science Experiences And Influence On Students’ Engineering Choices, Allison Godwin, Gerhard Sonnert, Philip M. Sadler

Journal of Pre-College Engineering Education Research (J-PEER)

Participation from a variety of students is important to the long-term growth of the engineering field. Much of the research on engineering recruitment or career choice has focused on engineering as a whole, even though engineering disciplines are varied in student participation and focus. This work examines how students’ out-of-school interests and experiences in high school predict the likelihood of choosing a career in a particular engineering discipline. Out-of-school experiences offer more unstructured ways for students to meaningfully engage with science and engineering outside of the confines of the classroom. These experiences offer opportunities to spark particular science interests not …

Efektivitas Virtual Lab Berbasis Stem Dalam Meningkatkan Literasi Sains Siswa Dengan Perbedaan Gender, Ismail Ismail, Anna Permanasari, Wawan Setiawan

Jurnal Inovasi Pendidikan IPA

Penelitian ini bertujuan untuk mengetahui efektivitas virtual lab berbasis STEM sebagai media praktikum alternatif dalam meningkatkan literasi sains siswa dengan perbedaan gender. Penelitian ini menggunakan desain one Group pretest-posttest yang terdiri dari kelas 7B dengan jumlah siswa 29 orang perempuan dan kelas 7D dengan jumlah siswa 30 orang laki-laki. Teknik pengambilan data menggunakan metode observasi, angket, dan tes. Efektivitas virtual lab berbasis STEM dianalisis dengan Independent-samples t test kemudian dihitung nilai effect size. Hasil penelitian menunjukkan bahwa terdapat perbedaan hasil peningkatan literasi sains siswa kelas perempuan (7B) sebesar 0,46 dan kelas laki-laki (7D) sebesar 0,29 dengan keduanya dalam kategori …