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Articles 661 - 690 of 19255
Full-Text Articles in Science and Mathematics Education
Rough Draft Math For Engaged Learning, Liza Bondurant, Amanda Jansen
Rough Draft Math For Engaged Learning, Liza Bondurant, Amanda Jansen
CoE Publications
Mathematics educators often face the challenge of students disliking mathematics or experiencing a negative relationship with the subject. Intentional teaching practices can be a mechanism to mitigate this challenge; thus, preservice and novice teachers would benefit from opportunities to develop such teaching practices. This research explored the potential of rough draft math (RDM) to support teachers in addressing these issues. RDM is a pedagogical approach where students discuss and share their preliminary mathematical ideas without the fear of being wrong. Teachers welcome rough draft thinking, which gives students explicit opportunities to review their work or thinking. This study examined the …
What Does Chatgpt Know About Information Systems?, Daniel O'Leary, Veda C. Storey, Aaron M. French, Joseph R. Buckman, Cecil Chua, Andrew William Green, Grace Gu, Fred Niederman, Francis Pereira, Gary Templeton, Linda Wallace
What Does Chatgpt Know About Information Systems?, Daniel O'Leary, Veda C. Storey, Aaron M. French, Joseph R. Buckman, Cecil Chua, Andrew William Green, Grace Gu, Fred Niederman, Francis Pereira, Gary Templeton, Linda Wallace
Faculty Articles
Large language models such as ChatGPT provide efficient access to a wealth of information. However, there are significant questions regarding the depth and quality of knowledge in any one domain. This paper focuses specifically on the information systems (IS) field and assesses ChatGPT’s knowledge. To analyze the extent and quality of information systems knowledge derived from queries to ChatGPT, we used over 3,000 queries from a broad range of exam and quiz questions. These queries were obtained from university courses and professional information system certification exams. The query topics are based on a framework for information systems education, with queries …
Effective Learning Strategies In Stem, Muzammil Arshad, Rebecca R. Romatoski, Mamoona Muzammil
Effective Learning Strategies In Stem, Muzammil Arshad, Rebecca R. Romatoski, Mamoona Muzammil
School of Integrative Biological & Chemical Sciences (Formerly Dept. of Chemistry)
Effective learning strategies were developed, implemented, and applied at five separate institutions of higher education in the United States, and one in the Middle East. The research has been dedicated to determining effective learning strategies for student learning and success. The research series developed grading rubric for homework and exams, developed a course structure for hybrid and face-to-face courses in STEM, and studied the impact of the syllabus design on student learning and motivation. A pedagogical methodology constituting the designed course structure was utilized to use various activity-based modules. Course lectures were designed to utilize PowerPoint presentations and/or OneNote as …
Near-Peer Student-Run Virtual Stem Summer Camp: Lessons Learned, Andrew Lee, Jeremy Reynolds, Margaret Reynolds, Freda Li, Lubjana Beshaj
Near-Peer Student-Run Virtual Stem Summer Camp: Lessons Learned, Andrew Lee, Jeremy Reynolds, Margaret Reynolds, Freda Li, Lubjana Beshaj
Journal of Humanistic Mathematics
The United States Military Academy is uniquely positioned to contribute to our nation’s Science, Technology, Engineering, and Math (STEM) outreach initiatives. As one of the country’s most highly regarded undergraduate engineering schools, the institution receives a steady influx of Cadet near-peer mentors who volunteer to lead STEM modules. When the COVID-19 pandemic shut down in-person STEM workshops for the better part of 2020-2021, the Center for Leadership and Diversity in STEM adeptly transitioned to a virtual platform. Informed by research on STEM education and delivery, the Center successfully executed its signature summer camp event in a virtual format for two …
Engaging Mathematicians One Step At A Time: Math Trails, Mary L. Dalton, Jennifer Yantz
Engaging Mathematicians One Step At A Time: Math Trails, Mary L. Dalton, Jennifer Yantz
Journal of Humanistic Mathematics
Mathematics is present in everything we see and do. Sometimes we look past it, looking for some mathematical mystery when the beauty of mathematics is evident in the most obvious ways. One way to engage students to notice connections to mathematics in these everyday objects and events is to direct them in a guided math trail. A math trail is an activity where participants follow a map or guide to various locations while they are encouraged to take notice of connections to mathematical patterns and concepts in the objects around them. An important benefit is that going on a math …
An Unlikely Duo: Injecting Art Projects In The Lower-Division Mathematics Classroom, Douglas T. Pfeffer, Christina Durón
An Unlikely Duo: Injecting Art Projects In The Lower-Division Mathematics Classroom, Douglas T. Pfeffer, Christina Durón
Journal of Humanistic Mathematics
Too often society has sterilized mathematics to the point that many view it as drab and deplete of aesthetic intrigue---in higher education, this is particularly true of students in the lower-division classroom. In this paper, we propose the use of art projects as a novel way to alter this perspective. Art projects function as a hands-on, active way to invite students to both identify connections between math and various non-mathematical disciplines as well as view math as overall more intriguing, inviting, and interesting. This paper details our implementation and discusses anonymously solicited survey data that highlights our successes.
The Impact Of Interdisciplinary Approach And Mathematical Modelling Activities On Mathematics Teaching: A Case Study With Pre-Service Teachers, Eda N. Güner, Ahmet Ş. Özdemir
The Impact Of Interdisciplinary Approach And Mathematical Modelling Activities On Mathematics Teaching: A Case Study With Pre-Service Teachers, Eda N. Güner, Ahmet Ş. Özdemir
Australian Journal of Teacher Education
Mathematical modelling is an effective approach that helps students develop a deep understanding of mathematical concepts by connecting mathematics to real-life contexts and to other disciplines. Model Eliciting Activities (MEAs) are student-centred processes in which learners use modelling methods to solve complex real-world problems. This case study aimed to design interdisciplinary MEAs for pre-service teachers, to evaluate these activities according to modelling principles, and to examine participants’ views after the implementation. The data consisted of the developed MEAs, video transcripts from the implementation process, and audio transcripts of semi-structured interviews. Content analysis, descriptive analysis, and rubric-based evaluation were used. The …
The Detrimental Effects Of A Competitive Classroom Environment, Angelina Gonzalez
The Detrimental Effects Of A Competitive Classroom Environment, Angelina Gonzalez
Critical Proceedings of the STEM ED Conference (2024)
In this paper, I will be analyzing the appearance of the Electrical Engineering classroom environment by utilizing the unique perspective I have as a student of Electrical Engineering and Philosophy. I will be drawing on philosophical approaches to pedagogy that I have studied and developed as both a student and tutor of Philosophy.
El Papel De La Regulación Cognitiva De Los Docentes Para Incorporar De Forma Reflexiva El Enfoque De Stem, Milagros De Jesus Cazares Balderas, Alma Adrianna Gómez Galindo
El Papel De La Regulación Cognitiva De Los Docentes Para Incorporar De Forma Reflexiva El Enfoque De Stem, Milagros De Jesus Cazares Balderas, Alma Adrianna Gómez Galindo
Critical Proceedings of the STEM ED Conference (2024)
Se propone incluir en la formación docente un enfoque STEM desde una perspectiva crítica, que promueva la reflexión sobre las prácticas de enseñanza. Este enfoque busca desarrollar habilidades y estrategias didácticas en el área de ciencias a través de la regulación cognitiva individual y social.
Implementation And Assessment Of A Course-Based Undergraduate Research Experience (Cure) In General Microbiology, Sheritta Fagbodun
Implementation And Assessment Of A Course-Based Undergraduate Research Experience (Cure) In General Microbiology, Sheritta Fagbodun
Critical Proceedings of the STEM ED Conference (2024)
The STEM workforce is large and fast-growing. However, underrepresented minorities- URMs (African Americans, Hispanics, and Native Americans) remain poorly represented within the STEM workforce. This is partly due to the lack of retention of URMs in STEM majors. It has been shown by various studies that immersion in undergraduate research enhances the educational experience of science undergraduates and attracts and retains talented students to careers in science. However, access to undergraduate research experiences is few and often limited to high performing students. Course-based undergraduate research experiences (CUREs) engage more students in research-based learning. In this study a network-based CURE was …
Manejo Y Conocimiento Del Cafetal Como Espacio Para El Fortalecimiento Educativo En Escuelas De Zonas Indígenas Y Rurales, Atzin Elihu Calvillo-Arriola, Alma Adrianna Gómez Galindo
Manejo Y Conocimiento Del Cafetal Como Espacio Para El Fortalecimiento Educativo En Escuelas De Zonas Indígenas Y Rurales, Atzin Elihu Calvillo-Arriola, Alma Adrianna Gómez Galindo
Critical Proceedings of the STEM ED Conference (2024)
El café es uno de los cultivos más importantes en el mundo, en México este sistema agroforestal, considerado de bajo impacto para los ecosistemas, es manejado por familias campesinas e indígenas, esto abre la posibilidad de valorar y reconocer al cafetal como un laboratorio viviente para la enseñanza de las disciplinas STEM.
Stem Como Respuesta A La Interdisciplinariedad En El Currículum Mexicano, María Del Rocío Hernández Hernández, Alma Adrianna Gómez Galindo
Stem Como Respuesta A La Interdisciplinariedad En El Currículum Mexicano, María Del Rocío Hernández Hernández, Alma Adrianna Gómez Galindo
Critical Proceedings of the STEM ED Conference (2024)
No abstract provided.
Pensar El Enfoque Stem Desde Los Lugares Habitados Por Los Estudiantes, Yeison Andres Arboleda Piedrahita, Alma Adrianna Gómez Galindo, Alejandra García Franco
Pensar El Enfoque Stem Desde Los Lugares Habitados Por Los Estudiantes, Yeison Andres Arboleda Piedrahita, Alma Adrianna Gómez Galindo, Alejandra García Franco
Critical Proceedings of the STEM ED Conference (2024)
Abordamos el tema de los árboles, que surge del diálogo con padres de estudiantes de un poblado indígena al sur de México. Este tema es potente para pensar en la implementación del enfoque STEM desde una perspectiva situada y relevante, considerando los vínculos de las personas por los lugares habitados.
Red De Milpas Escolares De Nuevo León Una Comunidad De Aprendizaje Docente Y Su Impacto En El Aprendizaje De Los Estudiantes, Reina Janeth Morales González, Alma Adrianna Gómez Galindo
Red De Milpas Escolares De Nuevo León Una Comunidad De Aprendizaje Docente Y Su Impacto En El Aprendizaje De Los Estudiantes, Reina Janeth Morales González, Alma Adrianna Gómez Galindo
Critical Proceedings of the STEM ED Conference (2024)
Red de Milpas escolares de Nuevo León, es una comunidad de aprendizaje entre docentes interesados en la implementación de las milpas. Esto conlleva retos como actividad agroecológica y escolar. El aprendizaje en comunidad representa una forma de enfrentarlos abonando al conocimiento de los estudiantes y a la formación del profesorado.
Perspectivas De Docentes De Secundaria Frente A Una Enseñanza Con Enfoque Stem En Escuelas Rurales, Yesenia Castaño Torres, María Teresa Guerra Ramos
Perspectivas De Docentes De Secundaria Frente A Una Enseñanza Con Enfoque Stem En Escuelas Rurales, Yesenia Castaño Torres, María Teresa Guerra Ramos
Critical Proceedings of the STEM ED Conference (2024)
Se analizan las perspectivas de docentes de una escuela ubicada en una zona rural de México sobre el enfoque STEM para la enseñanza de los saberes escolares en secundaria. Se reflexiona sobre lo que entienden los docentes sobre las disciplinas STEM y la viabilidad del enfoque en contextos escolares rurales.
Bridging Indigenous And Hispanic Knowledge Systems Through Collaborative Panel Discussions: Stem Teachers’ Perceptions Of Culturally Sustaining Nature-Based Pedagogy, Uma Ganesan
Critical Proceedings of the STEM ED Conference (2024)
This paper presents findings from a transformative collaborative panel discussion session at the 2024 STEM Education Conference, examining how nature-based, environmentally conscious, and culturally sustaining science teaching practices implemented at the Umonhon Nation Public School (UNPS) in Nebraska can inform teaching practices in the Rio Grande Valley. The session was co-facilitated by University of Nebraska-Lincoln (UNL) Associate Professor Dr. Amanda Morales and UTRGV Assistant Professor Dr. Uma Ganesan. The study combines panel discussion analysis with qualitative survey data from participating STEM educators, providing rich insights into teachers’ perceptions of implementing culturally and linguistically sustaining (CLS) practices in diverse contexts. By …
Amplifying Student Voices: Cultural Identity And Funds Of Knowledge In Stem Education Through Interactive Cross-Cultural Dialogue, Uma Ganesan
Critical Proceedings of the STEM ED Conference (2024)
This paper examines the outcomes of an innovative interactive session at the 2024 STEM Education Conference held in Mission, Texas, that brought together Indigenous high school students from the Umonhon Nation Public School (UNPS), Rio Grande Valley (RGV) high school students, and preservice teachers from the University of Texas Rio Grande Valley (UTRGV). Participants explored the intersection of cultural identity, student funds of knowledge, and STEM education through structured speed-chatting activities and facilitated dialogues. The session, co-facilitated by University of Nebraska-Lincoln (UNL) Associate Professor Dr. Amanda Morales and UTRGV Assistant Professor Dr. Uma Ganesan, along with UNL preservice teachers Ms. …
Breaking Barriers: Investigating Gender Dynamics In Introductory Physics Lab Classes, Bilas Paul, Shantanu Chakraborty, Ganga Sharma
Breaking Barriers: Investigating Gender Dynamics In Introductory Physics Lab Classes, Bilas Paul, Shantanu Chakraborty, Ganga Sharma
Georgia Journal of Science
The persistent underrepresentation of women and other gender minorities in physical science fields has been an ongoing concern. This study investigates gender dynamics in introductory physics laboratory courses, focusing on whether students of different gender identities exhibit equal inclination and confidence in conducting lab experiments, and whether they face barriers that impact their participation. Conducted across three institutions and involving non-physics STEM students enrolled in algebra-based and calculus-based physics courses, the study found mixed results, with two institutions showing no significant gender-based differences in participation levels during lab activities, while one institution demonstrated significant differences. Chi-square tests revealed no significant …
Image Of Mathematics: A Case Study Of Two Women's Early Mathematics Experiences, Lili Zhou, Elizabeth Suazo-Flores, Bima Sapkota, Rose Mbewe, Jill Newton
Image Of Mathematics: A Case Study Of Two Women's Early Mathematics Experiences, Lili Zhou, Elizabeth Suazo-Flores, Bima Sapkota, Rose Mbewe, Jill Newton
School of Mathematical & Statistical Sciences Faculty Publications
People often view mathematics as abstract, cold, and irrelevant to real life, and their school experiences likely influence such views. In this case study, we investigated the mathematics experiences of two women who participated in an afterschool girls-only STEM club 30 years ago when they were in fifth and sixth grades. We explored how the participants' early in- and out-of-school experiences informed their images of mathematics. We collected data through a survey, focus group interviews, and individual interviews. We employed oral history methods in interviews to grant participants a significant degree of freedom to retrospectively recount and reconstruct their experiences. …
Making Science-Inquiry Learning Accessible For Students With Complex Support Needs, Sarah Koebley, Shawnee Wakeman, Lindsay Ruhter, David Pugalee, Meagan Karvonen
Making Science-Inquiry Learning Accessible For Students With Complex Support Needs, Sarah Koebley, Shawnee Wakeman, Lindsay Ruhter, David Pugalee, Meagan Karvonen
Journal of Science Education for Students with Disabilities
Inquiry learning through engagement with scientific practices has proven to be an effective instructional practice for general education students. Although students with complex support needs (CSN) are required to have access to the same grade-appropriate academic content in science as their peers without CSN, it remains a challenge for special education teachers to design instruction around student inquiry and science conceptual understanding. The 5E Science Education for Special Educators (5E-SESE) Model combines three well-established conceptual constructs (three-dimensional science standards, Universal Design for Learning [UDL], and the 5E Model) to support special educators in delivering quality science instruction. With the 5E …
Evaluation Of A Guide To Accessing Accommodations During Medical School Created By And For Students With Disabilities, Nora Newcomb, Emily Coughlin, Zainub Dhanani, Kie Fujii, Lily Upp, Harika Kottakota, Rahul Mhaskar, Andrew Galligan
Evaluation Of A Guide To Accessing Accommodations During Medical School Created By And For Students With Disabilities, Nora Newcomb, Emily Coughlin, Zainub Dhanani, Kie Fujii, Lily Upp, Harika Kottakota, Rahul Mhaskar, Andrew Galligan
Journal of Science Education for Students with Disabilities
Medical students with disabilities constitute 7.6% of allopathic (MD) and 4.3% of osteopathic (DO) programs, and they are entitled to reasonable accommodation, per the Americans with Disabilities Act. However, research has demonstrated that disabled medical students often encounter barriers when accessing accommodations. In response to these barriers, Medical Students with Chronic Illness and Disability (MSDCI) National created the MSDCI Guide to Accessing Disability Accommodations During Undergraduate Medical Education (the Guide). We conducted a program evaluation to evaluate the efficacy of the Guide as a resource to the members of MSDCI, a program evaluation was conducted. A Qualtrics survey was distributed …
Investigating Student Noticing Of Quantitative Reasoning In Introductory Biology Labs, Jeremy L. Hsu, Sara Gartland, Joelle Prate, Charles Hohensee
Investigating Student Noticing Of Quantitative Reasoning In Introductory Biology Labs, Jeremy L. Hsu, Sara Gartland, Joelle Prate, Charles Hohensee
Biology, Chemistry, and Environmental Sciences Faculty Articles and Research
Quantitative reasoning (QR) is a key skill for undergraduate biology education. Despite this, many students struggle with QR. Here, we use the theoretical framework of student noticing to investigate why some students struggle with QR in introductory biology labs. Under this framework, what students notice when given new information and data influences how they process this information and connect it with other events to form new conceptions. Students must mentally isolate given features, create mental records of those features, and identify features or objects that they connect to existing knowledge. Identifying these features or objects is thus critical since they …
Charting A New Vision: Lessons On Vision & Change From A Network Of Biology Educators, Jeremy L. Hsu, Anjali Misra, Michael J. Wolyniak, Carlos C. Goller, Stephanie Mathews, Uma Swamy, Dina L. Newman, Michael E. Moore
Charting A New Vision: Lessons On Vision & Change From A Network Of Biology Educators, Jeremy L. Hsu, Anjali Misra, Michael J. Wolyniak, Carlos C. Goller, Stephanie Mathews, Uma Swamy, Dina L. Newman, Michael E. Moore
Biology, Chemistry, and Environmental Sciences Faculty Articles and Research
The 2011 Vision & Change report outlined several recommendations for transforming undergraduate biology education, sparking multiple pedagogical reform efforts. Among these was the Promoting Active Learning and Mentoring (PALM) network, an NSF-funded program that provided mentorship and training to instructors on implementing active learning in the classroom. Here, we provide a perspective on how members of the biology education community in PALM view the recommendations of Vision & Change, drawing upon our experiences both as members of PALM and as leaders of an associated project funded by another NSF grant that hosted PALM alumni at various conferences. These efforts …
A Practical Guide To Grade Adjustment Or Curving For Pharmacy And Other Professional Health Programs, Reza Mehvar
A Practical Guide To Grade Adjustment Or Curving For Pharmacy And Other Professional Health Programs, Reza Mehvar
Pharmacy Faculty Articles and Research
The peer-reviewed literature on the adjustment or curving of assessments in health profession programs is almost non-existent. This communication aims to present potential methods of grade adjustment for individual questions or entire assessments. Simulated data for a 25-item assessment were used as an example to analyze the effects of different methods of grade adjustment on students’ scores. Grade adjustments were made by adjusting the points for individual questions or the scores for the entire assessment. Adjustment for the individual questions was carried out by dropping the question, adding points to those who missed the question, or adding a bonus point …
Remodeling Pedagogical Evaluation Tools To Incorporate Student Self-Efficacy And Sense Of Belonging In Scientific Research, Richelle L. Tanner, Nicholas P. Burnett, Emily E. King, Anne E. Todgham
Remodeling Pedagogical Evaluation Tools To Incorporate Student Self-Efficacy And Sense Of Belonging In Scientific Research, Richelle L. Tanner, Nicholas P. Burnett, Emily E. King, Anne E. Todgham
Biology, Chemistry, and Environmental Sciences Faculty Articles and Research
Curated undergraduate research experiences have been widely used at colleges and universities for decades to build student interest, technical preparation, and confidence in the pursuit of scientific careers. Educators often employ standardized survey instruments to evaluate learning outcomes for research experiences, but many of these assessments consider only technical skill development and career interests and are not rooted in discrete pedagogical theories. As higher education aims to create inclusive and equitable learning experiences for students, we argue that pedagogical assessment tools for undergraduate research experiences need to expand to consider outcomes such as increased science literacy, confidence in relational “soft” …
Autoethnographic Action Research As A Contemplative Practice: Awareness And Transformation Of Inner And Outer Selves, Jiju Varghese, Bal Chandra Luitel, Niroj Dahal
Autoethnographic Action Research As A Contemplative Practice: Awareness And Transformation Of Inner And Outer Selves, Jiju Varghese, Bal Chandra Luitel, Niroj Dahal
The Qualitative Report
Contemplation as a spiritual practice has taken various forms across different religious traditions and regions worldwide. Over the years, various contemplative practices have evolved and become popular even outside religious traditions to promote the well-being of all for inner and outer selves’ transformation. In education, many scholars worldwide have expounded on the benefits of contemplative practices in the classroom for students and teachers. Contemplative practices have penetrated research practices in the form of contemplative inquiry considering performative, philosophical, and artistic transformations, where researchers enter into a deep, thoughtful, and reflective introspective journey to see the connection between what is seen …
Science Identity Development Among Minoritized Students In Professional Stem Student Organizations: A Basic Qualitative Study, Michaela Friedrichova Holtz
Science Identity Development Among Minoritized Students In Professional Stem Student Organizations: A Basic Qualitative Study, Michaela Friedrichova Holtz
Dissertations of Practice
Despite national efforts to broaden participation in STEM, underrepresented minoritized (URM) students continue to face systemic barriers to persistence and degree completion. While many intervention programs focus on academic preparedness, less is known about the role of co-curricular experiences—specifically professional STEM student organizations—in shaping science identity, a key predictor of persistence and success. This qualitative study explored how involvement in race- and gender-based STEM student organizations at a public research university in the Midwest influenced URM students’ science identity development, persistence in STEM majors, and career aspirations. Using the science identity framework developed in 2007 by Carlone and Johnson, semi-structured …
Examining Student Understanding Of Series Convergence Using Script Writing, Eduardo Torres Manzanarez
Examining Student Understanding Of Series Convergence Using Script Writing, Eduardo Torres Manzanarez
Mathematics Dissertations - Archive
This exploratory study investigates second-semester calculus students’ understanding of series convergence using both nonscripting and scripting-based tasks. Researchers recognize that students encounter difficulties with learning series, including series convergence, and that there is a need for more meaningful tasks that aid students’ learning of series. Script writing, used mainly with prospective mathematics teachers, can be used to explore mathematical understandings. Thus, this study examines how script writing, in the form of a scripting task, elicits students’ understanding of series convergence in contrast to nonscripting-based tasks to determine the potential of script writing in assessing this student understanding. We examine students’ …
Enhancing Inquiry-Based Science Instruction: The Role Of Professional Learning Communities And Instructional Coaching For Elementary Science Teachers, Marc T. Sager, Karen Pierce, Jessica Murillo
Enhancing Inquiry-Based Science Instruction: The Role Of Professional Learning Communities And Instructional Coaching For Elementary Science Teachers, Marc T. Sager, Karen Pierce, Jessica Murillo
Publications
Inquiry-based science instruction fosters critical thinking, problem-solving, and scientific literacy by engaging students in exploration, questioning, and reflective learning. However, implementing inquiry-based practices presents significant challenges for elementary teachers, who often balance multiple subjects and may feel less confident facilitating open-ended investigations. This study examines how school-based coaching and professional learning communities (PLCs) support teachers in adopting inquiry-based science instruction. Grounded in distributed cognition theory of learning, this research draws on qualitative data from classroom observations and artifacts from coaching sessions and PLC meetings. Using a multiple case study design, this study identifies four case studies to illustrate varying levels …
Understanding Middle School Teachers’ Content Knowledge And Pedagogical Content Knowledge For Effective Teaching Of The Nature Of Science, Austin C. Wilson
Understanding Middle School Teachers’ Content Knowledge And Pedagogical Content Knowledge For Effective Teaching Of The Nature Of Science, Austin C. Wilson
Curriculum and Instruction (Ed.D.) Dissertations
The purpose of this study was to examine middle school science teachers’ knowledge of the nature of science (NOS) and their pedagogical content knowledge (PCK) for teaching NOS. Developing students’ scientific literacy requires teachers who not only understand NOS but also know how to effectively integrate it into classroom instruction. This explanatory sequential mixed-methods study investigated in-service middle school science teachers’ NOS content knowledge (NOS-CK), their NOS-PCK, the relationship between these two constructs, and the extent to which demographic variables predicted teacher knowledge. NOS-CK and NOS-PCK data were collected from 61 teachers in a large suburban district through the Views …