1,908
Views
321
CrossRef citations to date
0
Altmetric
Original Articles

Metamodeling Knowledge: Developing Students' Understanding of Scientific Modeling

Pages 165-205 | Published online: 07 Jun 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (53)

Amal Ibourk, Lauren Wagner & Clausell Mathis. (2023) Preservice elementary teachers’ explanations of properties of sound using a Web-based Inquiry Science Environment (WISE). Research in Science & Technological Education 41:4, pages 1579-1595.
Read now
Byung-Yeol Park, Todd Campbell, Miriah Kelly, Ron Gray, Chester Arnold, Cary Chadwick, Laura M. Cisneros, David Dickson, David M. Moss, Laura Rodriguez, John C. Volin & Michael R. Willig. (2023) Improving NGSS focused model-based learning curriculum through the examination of students’ experiences and iterated models. Research in Science & Technological Education 41:3, pages 983-1007.
Read now
Ashlyn E. Pierson, Corey E. Brady, Douglas B. Clark & Pratim Sengupta. (2023) Students’ Epistemic Commitments in a Heterogeneity-Seeking Modeling Curriculum. Cognition and Instruction 41:2, pages 125-157.
Read now
Silvia Wen-Yu Lee. (2022) Investigating the effects of explicit instructional approaches on students’ understanding of scientific models and modeling. Research in Science & Technological Education 0:0, pages 1-17.
Read now
Line Have Musaeus, Deborah Tatar & Peter Musaeus. (2022) Computational Modelling in High School Biology: A Teaching Intervention. Journal of Biological Education 0:0, pages 1-17.
Read now
Holly White, Diane Lally & Cory T. Forbes. (2022) Investigating groundwater: Middle school students’ mapping data-driven, computer-based models to socio-hydrologic phenomena. Journal of Geoscience Education 70:1, pages 101-113.
Read now
Joseph Dauer, Robert Mayes, Kent Rittschof & Bryon Gallant. (2021) Assessing quantitative modelling practices, metamodelling, and capability confidence of biology undergraduate students. International Journal of Science Education 43:10, pages 1685-1707.
Read now
Tingting Li, Emily Miller, I.-Chien Chen, Kayla Bartz, Susan Codere & Joseph Krajcik. (2021) The relationship between teacher’s support of literacy development and elementary students’ modelling proficiency in project-based learning science classrooms. Education 3-13 49:3, pages 302-316.
Read now
Tejaswini Dalvi, Elaine Silva Mangiante & Kristen Wendell. (2021) Identifying Pre-service Teachers’ Conceptions about the NGSS Practices Using a Curriculum Critique and Revision (CCR) Task. Journal of Science Teacher Education 32:2, pages 123-147.
Read now
Alejandra J. Magana, Camilo Vieira, Hayden W. Fennell, Anindya Roy & Michael L. Falk. (2020) Undergraduate Engineering Students’ Types and Quality of Knowledge Used in Synthetic Modeling. Cognition and Instruction 38:4, pages 503-537.
Read now
Clark A. Chinn, Sarit Barzilai & Ravit Golan Duncan. (2020) Disagreeing about how to know: The instructional value of explorations into knowing. Educational Psychologist 55:3, pages 167-180.
Read now
Gretchen P. King, Heather Bergan-Roller, Nicholas Galt, Tomáš Helikar & Joseph T. Dauer. (2019) Modelling activities integrating construction and simulation supported explanatory and evaluative reasoning. International Journal of Science Education 41:13, pages 1764-1786.
Read now
Susanne Jansen, Marie-Christine P. J. Knippels & Wouter R. van Joolingen. (2019) Assessing students’ understanding of models of biological processes: a revised framework. International Journal of Science Education 41:8, pages 981-994.
Read now
Ron Gray & Allyson Rogan-Klyve. (2018) Talking modelling: examining secondary science teachers’ modelling-related talk during a model-based inquiry unit. International Journal of Science Education 40:11, pages 1345-1366.
Read now
Tamar Fuhrmann, Bertrand Schneider & Paulo Blikstein. (2018) Should students design or interact with models? Using the Bifocal Modelling Framework to investigate model construction in high school science. International Journal of Science Education 40:8, pages 867-893.
Read now
Laura Zangori, Patricia J. Friedrichsen, Eric Wulff & Andrew J. Womack. (2017) Using the Practice of Modeling to Support Preservice Teachers’ Reflection on the Process of Teaching and Learning. Journal of Science Teacher Education 28:7, pages 590-608.
Read now
Silke Rönnebeck, Sascha Bernholt & Mathias Ropohl. (2016) Searching for a common ground – A literature review of empirical research on scientific inquiry activities. Studies in Science Education 52:2, pages 161-197.
Read now
Ioannis Soulios & Dimitris Psillos. (2016) Enhancing student teachers’ epistemological beliefs about models and conceptual understanding through a model-based inquiry process. International Journal of Science Education 38:7, pages 1212-1233.
Read now
Adam V. Maltese, Joshua A. Danish, Ryan M. Bouldin, Joseph A. Harsh & Branden Bryan. (2016) What are students doing during lecture? Evidence from new technologies to capture student activity. International Journal of Research & Method in Education 39:2, pages 208-226.
Read now
Michelle Hoda Wilkerson, Chelsea Andrews, Yara Shaban, Vasiliki Laina & Brian E. Gravel. (2016) What’s the Technology For? Teacher Attention and Pedagogical Goals in a Modeling-Focused Professional Development Workshop. Journal of Science Teacher Education 27:1, pages 11-33.
Read now
Giulia Tasquier, Olivia Levrini & Justin Dillon. (2016) Exploring students’ epistemological knowledge of models and modelling in science: results from a teaching/learning experience on climate change. International Journal of Science Education 38:4, pages 539-563.
Read now
Meng-Fei Cheng & Jang-Long Lin. (2015) Investigating the Relationship between Students’ Views of Scientific Models and Their Development of Models. International Journal of Science Education 37:15, pages 2453-2475.
Read now
Bahadir Namdar & Ji Shen. (2015) Modeling-Oriented Assessment in K-12 Science Education: A synthesis of research from 1980 to 2013 and new directions. International Journal of Science Education 37:7, pages 993-1023.
Read now
Kevin W. McElhaney, Hsin-Yi Chang, Jennifer L. Chiu & Marcia C. Linn. (2015) Evidence for effective uses of dynamic visualisations in science curriculum materials. Studies in Science Education 51:1, pages 49-85.
Read now
Juliane Grünkorn, Annette Upmeier zu Belzen & Dirk Krüger. (2014) Assessing Students' Understandings of Biological Models and their Use in Science to Evaluate a Theoretical Framework. International Journal of Science Education 36:10, pages 1651-1684.
Read now
Stephen L. Pruitt. (2014) The Next Generation Science Standards: The Features and Challenges. Journal of Science Teacher Education 25:2, pages 145-156.
Read now
Paula Cristina Cardoso Mendonça & Rosária Justi. (2013) The Relationships Between Modelling and Argumentation from the Perspective of the Model of Modelling Diagram. International Journal of Science Education 35:14, pages 2407-2434.
Read now
Kurt VanLehn. (2013) Model construction as a learning activity: a design space and review. Interactive Learning Environments 21:4, pages 371-413.
Read now
Hsin-Yi Chang & Hsiang-Chi Chang. (2013) Scaffolding Students’ Online Critiquing of Expert- and Peer-generated Molecular Models of Chemical Reactions. International Journal of Science Education 35:12, pages 2028-2056.
Read now
Yael M. Bamberger & Elizabeth A. Davis. (2013) Middle-School Science Students’ Scientific Modelling Performances Across Content Areas and Within a Learning Progression. International Journal of Science Education 35:2, pages 213-238.
Read now
Yi-Fen Yeh, Tsung-Hau Jen & Ying-Shao Hsu. (2012) Major Strands in Scientific Inquiry through Cluster Analysis of Research Abstracts. International Journal of Science Education 34:18, pages 2811-2842.
Read now
Loucas T. Louca & Zacharias C. Zacharia. (2012) Modeling-based learning in science education: cognitive, metacognitive, social, material and epistemological contributions. Educational Review 64:4, pages 471-492.
Read now
Todd Campbell, Phil Seok Oh & Drew Neilson. (2012) Discursive Modes and Their Pedagogical Functions in Model-Based Inquiry (MBI) Classrooms. International Journal of Science Education 34:15, pages 2393-2419.
Read now
Michele M. Nelson & Elizabeth A. Davis. (2012) Preservice Elementary Teachers' Evaluations of Elementary Students' Scientific Models: An aspect of pedagogical content knowledge for scientific modeling. International Journal of Science Education 34:12, pages 1931-1959.
Read now
Chwee Beng Lee, David Jonassen & Timothy Teo. (2011) The role of model building in problem solving and conceptual change. Interactive Learning Environments 19:3, pages 247-265.
Read now
Phil Seok Oh & Sung Jin Oh. (2011) What Teachers of Science Need to Know about Models: An overview. International Journal of Science Education 33:8, pages 1109-1130.
Read now
JaniceD. Gobert, Laura O’Dwyer, Paul Horwitz, BarbaraC. Buckley, Sharona Tal Levy & Uri Wilensky. (2011) Examining the Relationship Between Students’ Understanding of the Nature of Models and Conceptual Learning in Biology, Physics, and Chemistry. International Journal of Science Education 33:5, pages 653-684.
Read now
Lisa Kenyon, Elizabeth A. Davis & Barbara Hug. (2011) Design Approaches to Support Preservice Teachers in Scientific Modeling. Journal of Science Teacher Education 22:1, pages 1-21.
Read now
Luciana Danusso, Italo Testa & Matilde Vicentini. (2010) Improving Prospective Teachers’ Knowledge about Scientific Models and Modelling: Design and evaluation of a teacher education intervention. International Journal of Science Education 32:7, pages 871-905.
Read now
Ravit Golan Duncan, Vicky Pilitsis & Melissa Piegaro. (2010) Development of Preservice Teachers’ Ability to Critique and Adapt Inquiry-based Instructional Materials. Journal of Science Teacher Education 21:1, pages 81-102.
Read now
Thorsten Bell, Detlef Urhahne, Sascha Schanze & Rolf Ploetzner. (2010) Collaborative Inquiry Learning: Models, tools, and challenges. International Journal of Science Education 32:3, pages 349-377.
Read now
Detlef Urhahne, Sascha Schanze, Thorsten Bell, Amie Mansfield & Jeff Holmes. (2010) Role of the Teacher in Computer‐supported Collaborative Inquiry Learning. International Journal of Science Education 32:2, pages 221-243.
Read now
Hannie Gijlers & Ton de Jong. (2009) Sharing and Confronting Propositions in Collaborative Inquiry Learning. Cognition and Instruction 27:3, pages 239-268.
Read now
PatrickH. M. Sins, ElwinR. Savelsbergh, WouterR. van Joolingen & BernadetteH. A. M. van Hout‐Wolters. (2009) The Relation between Students’ Epistemological Understanding of Computer Models and their Cognitive Processing on a Modelling Task. International Journal of Science Education 31:9, pages 1205-1229.
Read now
Martin Niss. (2009) Metamodelling Messages Conveyed in Five Statistical Mechanical Textbooks from 1936 to 2001. International Journal of Science Education 31:5, pages 697-719.
Read now
CLARKA. CHINN & ALA SAMARAPUNGAVAN. (2009) Conceptual Change—Multiple Routes, Multiple Mechanisms: A Commentary on Ohlsson (2009). Educational Psychologist 44:1, pages 48-57.
Read now
Mark Windschitl, Jessica Thompson & Melissa Braaten. (2008) How Novice Science Teachers Appropriate Epistemic Discourses Around Model-Based Inquiry for Use in Classrooms. Cognition and Instruction 26:3, pages 310-378.
Read now
Christina V. Schwarz, Jason Meyer & Ajay Sharma. (2007) Technology, Pedagogy, and Epistemology: Opportunities and Challenges of Using Computer Modeling and Simulation Tools in Elementary Science Methods. Journal of Science Teacher Education 18:2, pages 243-269.
Read now
Paul Engelschalt, Tom Bielik, Moritz Krell, Dirk Krüger & Annette Upmeier zu Belzen. Investigating pre-service science teachers’ metaknowledge about the modelling process and its relation to metaknowledge about models. International Journal of Science Education 0:0, pages 1-24.
Read now

Articles from other publishers (268)

Line Ingulfsen, Anniken Furberg & Erik Knain. (2023) The role of teacher support in students’ engagement with representational construction. Cultural Studies of Science Education 18:4, pages 1311-1341.
Crossref
Sümeyye DİNÇ BİLGİN & Yusuf ZORLU. (2023) “Saf Madde ve Karışımlar” ünitesinde 2D ve 3D Teknoloji Destekli Modellemeye Dayalı Öğretimin Öğrencilerin Akademik Başarılarına ve 21.Yüzyıl Becerilerine EtkisiThe Effect of Teaching Based on 2D and 3D Supported Modeling on Students' Academic Achievement and 21st Century Skills in “Pure Substances and Mixtures” Unit. Erzincan Üniversitesi Eğitim Fakültesi Dergisi.
Crossref
Hsin-Yi Chang. (2023) Scaffolding online peer critiquing to develop students’ epistemic criteria of data visualization. Computers & Education 203, pages 104863.
Crossref
Marvin Rost, Ines Sonnenschein, Stephanie Möller & Anja Lembens. (2023) Don’t we know enough about models? Integrating a replication study into an introductory chemistry course in higher education. Chemistry Teacher International 0:0.
Crossref
Susan A. Yoon, Clark Chinn, Noora Noushad, Thomas Richman, Huma Hussain-Abidi, Kyle Hunkar, Amanda Cottone, Jacqueline Katz, Erika Mitkus & Daniel Wendel. (2023) Seven design principles for teaching complex socioscientific issues: the design of a complex systems agent-based disease epidemic model and the application of epistemic practices in high school biology. Frontiers in Education 8.
Crossref
Jonathan Bowers, Emanuel Eidin, Lynn Stephens & Linsey Brennan. (2023) Examining Student Testing and Debugging Within a Computational Systems Modeling Context. Journal of Science Education and Technology 32:4, pages 607-628.
Crossref
Zach Ryan, Joshua Danish, Jinzhi Zhou, Christina Stiso, Danielle Murphy, Ravit Duncan, Clark Chinn & Cindy E. Hmelo-Silver. (2023) Investigating students’ development of mechanistic reasoning in modeling complex aquatic ecosystems. Frontiers in Education 8.
Crossref
Annika Lankers, Justin Timm & Philipp Schmiemann. (2023) Students’ systems thinking while modeling a dynamic ecological system. Frontiers in Education 8.
Crossref
Eve Manz & Chris Georgen. (2023) Interlocking models in classroom science. Science Education.
Crossref
Hakan Şevki AYVACI & Sinan BÜLBÜL. (2023) Activity Design for Secondary School Students’ Modeling Skills: A Design-Based ResearchOrta Okul Öğrencilerinin Modelleme Becerilerini Geliştirmeye Yönelik Etkinlik Tasarlama: Bir Tasarım Tabanlı Araştırma. Manisa Celal Bayar Üniversitesi Eğitim Fakültesi Dergisi 11:1, pages 37-49.
Crossref
Malte S. Ubben, Joaquin M. Veith, Avraham Merzel & Philipp Bitzenbauer. (2023) Quantum science in a nutshell: fostering students' functional understanding of models. Frontiers in Education 8.
Crossref
Emil Eidin, Tom Bielik, Israel Touitou, Jonathan Bowers, Cynthia McIntyre, Dan Damelin & Joseph Krajcik. (2023) Thinking in Terms of Change over Time: Opportunities and Challenges of Using System Dynamics Models. Journal of Science Education and Technology.
Crossref
Grace Carroll & Soonhye Park. (2023) Comparing the Use of Two Different Approaches to Assess Teachers’ Knowledge of Models and Modeling in Science Teaching. Education Sciences 13:4, pages 405.
Crossref
Jose M. Oliva & Ángel Blanco. (2023) Rasch analysis and validity of the construct understanding of the nature of models in Spanish-speaking students. European Journal of Science and Mathematics Education 11:2, pages 344-359.
Crossref
F. Javier Robles-Moral, Manuel Fernández-Díaz & Gabriel Enrique Ayuso-Fernández. (2023) A Study of the Usefulness of Physical Models and Digital Models for Teaching Science to Prospective Primary School Teachers. Education Sciences 13:4, pages 343.
Crossref
Elias Euler, Lorena Solvang, Bor Gregorcic & Jesper Haglund. 2023. The International Handbook of Physics Education Research: Special Topics. The International Handbook of Physics Education Research: Special Topics 21-1 21-28 .
Tamer G. Amin, Mariana Levin & Olivia Levrini. 2023. The International Handbook of Physics Education Research: Learning Physics. The International Handbook of Physics Education Research: Learning Physics 11-1 11-30 .
Florian Böschl, Cory Forbes & Kim Lange‐Schubert. (2022) Investigating scientific modeling practices in U.S. and German elementary science classrooms: A comparative, cross‐national video study. Science Education 107:2, pages 368-400.
Crossref
Jan Winkelmann. (2021) On Idealizations and Models in Science Education. Science & Education 32:1, pages 277-295.
Crossref
Adam G. L. Schafer, Thomas M. Kuborn, Cara E. Schwarz, Megan Y. Deshaye & Ryan L. Stowe. (2023) Messages about valued knowledge products and processes embedded within a suite of transformed high school chemistry curricular materials. Chemistry Education Research and Practice 24:1, pages 71-88.
Crossref
Susanne Jansen, Siti Faatihah Binte Mohd Taib, Yiyu Cai & Wouter R. van Joolingen. 2023. Mixed Reality for Education. Mixed Reality for Education 59 83 .
Beat Adrian Schwendimann. 2020. Learning, Design, and Technology. Learning, Design, and Technology 1 64 .
Mari Sjøberg, Anniken Furberg & Erik Knain. (2022) Undergraduate biology students' model‐based reasoning in the laboratory: Exploring the role of drawings, talk, and gestures. Science Education 107:1, pages 124-148.
Crossref
Namsoo Shin, Jonathan Bowers, Steve Roderick, Cynthia McIntyre, A. Lynn Stephens, Emil Eidin, Joseph Krajcik & Daniel Damelin. (2022) A framework for supporting systems thinking and computational thinking through constructing models. Instructional Science 50:6, pages 933-960.
Crossref
Changzhao Wang, Ji Shen & Jie Chao. (2021) Integrating Computational Thinking in STEM Education: A Literature Review. International Journal of Science and Mathematics Education 20:8, pages 1949-1972.
Crossref
Maria Develaki. (2021) Trustworthiness of Science in Debate: Challenges, Responses, and Implications. Science & Education 31:5, pages 1181-1208.
Crossref
Maximilian Felix Göhner, Tom Bielik & Moritz Krell. (2022) Investigating the dimensions of modeling competence among preservice science teachers: Meta‐modeling knowledge, modeling practice, and modeling product. Journal of Research in Science Teaching 59:8, pages 1354-1387.
Crossref
Margaret Krieger, Katarzyna A. Kurek & Marit Brommer. (2022) Global geothermal industry data collection: A systematic review. Geothermics 104, pages 102457.
Crossref
Lucas Vasconcelos & ChanMin Kim. (2022) Preservice science teachers coding science simulations: epistemological understanding, coding skills, and lesson design. Educational technology research and development 70:4, pages 1517-1549.
Crossref
Christina V. Schwarz, Li Ke, Michelle Salgado & Eve Manz. (2022) Beyond assessing knowledge about models and modeling: Moving toward expansive, meaningful, and equitable modeling practice. Journal of Research in Science Teaching 59:6, pages 1086-1096.
Crossref
Tamara Roth, Franz-Josef Scharfenberg & Franz X. Bogner. (2022) Content and Language Integrated Scientific Modelling: A Novel Approach to Model Learning. Frontiers in Education 7.
Crossref
Morgan B. Yarker & Michel D.S. Mesquita. 2022. Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries. Research Anthology on Applying Social Networking Strategies to Classrooms and Libraries 910 931 .
Phil Seok Oh, Heesoo Ha & Yeon Joon Yoo. (2022) Epistemological messages in a modeling‐based elementary science classroom compared with a traditional classroom. Science Education 106:4, pages 797-829.
Crossref
Suat ÜNAL, Hilal YETİM & Ali İhsan BENZER. (2022) Öğretmen Adaylarının Modellerin Doğası Hakkındaki GörüşleriThe Views of Prospective Teachers about the Nature of Models. Bayburt Eğitim Fakültesi Dergisi 17:34, pages 586-605.
Crossref
Hakan Şevki AYVACI & Sinan BÜLBÜL. (2022) Bilgisayar Tabanlı Etkinliklerin Ortaokul Öğrencilerinin Modelleme Becerilerine Etkisinin İncelenmesiInvestigation of the Effects of Computer Based Activities on Modeling Skills of Secondary School Students. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi 22:1, pages 226-262.
Crossref
Ying‐Chih Chen. (2021) Epistemic uncertainty and the support of productive struggle during scientific modeling for knowledge co‐development. Journal of Research in Science Teaching 59:3, pages 383-422.
Crossref
Hsin‐Yi Chang. (2021) Science teachers’ and students’ metavisualization in scientific modeling. Science Education 106:2, pages 448-475.
Crossref
Song Xue & Danner Sun. 2022. Active Learning - Research and Practice for STEAM and social sciences education [Working Title]. Active Learning - Research and Practice for STEAM and social sciences education [Working Title].
Mei-Hung Chiu & Jing-Wen Lin. 2022. International Handbook of Research on Multicultural Science Education. International Handbook of Research on Multicultural Science Education 961 1000 .
Sara J. Lacy, Roger G. Tobin, Sally Crissman, Lezlie DeWater, Kara E. Gray, Nick Haddad, James K. L. Hammerman & Lane Seeley. (2021) Telling the energy story: Design and results of a new curriculum for energy in upper elementary school. Science Education 106:1, pages 27-56.
Crossref
Sabine Meister, Moritz Krell, Maximilian Göhner & Annette Upmeier zu Belzen. (2020) Pre-service Biology Teachers’ Responses to First-Hand Anomalous Data During Modelling Processes. Research in Science Education 51:6, pages 1459-1479.
Crossref
Ya-Joe Wang, Silvia Wen-Yu Lee, Chen-Chung Liu, Pai-Chuan Lin & Cai-Ting Wen. (2021) Investigating the Links Between Students’ Learning Engagement and Modeling Competence in Computer-Supported Modeling-Based Activities. Journal of Science Education and Technology 30:6, pages 751-765.
Crossref
Fan Shi, Lei Wang, Xiufeng Liu & Mei‐Hung Chiu. (2021) Development and validation of an observation protocol for measuring science teachers' modeling‐based teaching performance. Journal of Research in Science Teaching 58:9, pages 1359-1388.
Crossref
Liwei Wei, Carla M. Firetto, Rebekah F. Duke, Jeffrey A. Greene & P. Karen Murphy. (2021) High School Students’ Epistemic Cognition and Argumentation Practices during Small-Group Quality Talk Discussions in Science. Education Sciences 11:10, pages 616.
Crossref
Vanessa Lang, Christine Eckert, Franziska Perels, Christopher W. M. Kay & Johann Seibert. (2021) A Novel Modelling Process in Chemistry: Merging Biological and Mathematical Perspectives to Develop Modelling Competences. Education Sciences 11:10, pages 611.
Crossref
Sanne Schnell Nielsen & Jan Alexis Nielsen. (2019) A Competence-Oriented Approach to Models and Modelling in Lower Secondary Science Education: Practices and Rationales Among Danish Teachers. Research in Science Education 51:S2, pages 565-593.
Crossref
Meng-Fei Cheng, Tsung-Yu Wu & Shu-Fen Lin. (2019) Investigating the Relationship Between Views of Scientific Models and Modeling Practice. Research in Science Education 51:S1, pages 307-323.
Crossref
Jennifer Ferguson Hofeld. (2021) Using Modeling to Develop a Deep Understanding of Photosynthesis & Cellular Respiration as Chemical Processes. The American Biology Teacher 83:6, pages 382-386.
Crossref
Lauren A. Barth-Cohen, Sarah K. Braden, Tamara G. Young & Sara Gailey. (2021) Reasoning with evidence while modeling: Successes at the middle school level. Physical Review Physics Education Research 17:2.
Crossref
José M. Oliva & Angel Blanco‐López. (2021) Development of a questionnaire for assessing Spanish‐speaking students' understanding of the nature of models and their uses in science. Journal of Research in Science Teaching 58:6, pages 852-878.
Crossref
Jonathon Grooms, Kevin Fleming, Alan R. Berkowitz & Bess Caplan. (2021) Exploring Modeling as a Context to Support Content Integration for Chemistry and Earth Science. Journal of Chemical Education 98:7, pages 2167-2175.
Crossref
Ali Ihsan Benzer & Suat Ünal. (2021) MODELS AND MODELLING IN SCIENCE EDUCATION IN TURKEY: A LITERATURE REVIEW. Journal of Baltic Science Education 20:3, pages 344-359.
Crossref
Camillia Matuk, Talia Hurwich, Amy Spiegel & Judy Diamond. (2019) How Do Teachers Use Comics to Promote Engagement, Equity, and Diversity in Science Classrooms?. Research in Science Education 51:3, pages 685-732.
Crossref
Ari Krakowski, Eric Greenwald, Meghan Comstock, Natalie Roman & Jacob Duke. (2021) A Typology of Models for Integrating Computational Thinking in Science (CT+S). A Typology of Models for Integrating Computational Thinking in Science (CT+S).
B Mitrevski. (2021) Prospective science teachers’ views about models and modelling. Journal of Physics: Conference Series 1882:1, pages 012144.
Crossref
Eliane S. Wiese & Marcia C. Linn. (2021) “It Must Include Rules”. ACM Transactions on Computer-Human Interaction 28:2, pages 1-41.
Crossref
Silvia Wen-Yu Lee, Hsin-Kai Wu & Hsin-Yi Chang. (2021) Examining secondary school students’ views of model evaluation through an integrated framework of personal epistemology. Instructional Science 49:2, pages 223-248.
Crossref
Jung-Yi Hung, Hsin-Yi Chang & Jeng-Fung Hung. (2019) An Experienced Science Teacher’s Metavisualization in the Case of the Complex System of Carbon Cycling. Research in Science Education 51:2, pages 493-521.
Crossref
Sanne Schnell Nielsen & Jan Alexis Nielsen. (2021) Models and Modelling: Science Teachers’ Perceived Practice and Rationales in Lower Secondary School in the Context of a Revised Competence-Oriented Curriculum. Eurasia Journal of Mathematics, Science and Technology Education 17:4, pages em1954.
Crossref
Christine S. Booth, Changsoo Song, Michelle E. Howell, Achilles Rasquinha, Aleš Saska, Resa Helikar, Sharmin M. Sikich, Brian A. Couch, Karin van Dijk, Rebecca L. Roston & Tomáš Helikar. (2021) Teaching Metabolism in Upper-Division Undergraduate Biochemistry Courses using Online Computational Systems and Dynamical Models Improves Student Performance. CBE—Life Sciences Education 20:1, pages ar13.
Crossref
Li Ke & Christina V. Schwarz. (2020) Supporting students' meaningful engagement in scientific modeling through epistemological messages: A case study of contrasting teaching approaches. Journal of Research in Science Teaching 58:3, pages 335-365.
Crossref
Tom Bielik, Ehud Fonio, Ofer Feinerman, Ravit Golan Duncan & Sharona T. Levy. (2020) Working Together: Integrating Computational Modeling Approaches to Investigate Complex Phenomena. Journal of Science Education and Technology 30:1, pages 40-57.
Crossref
Katherine Lazenby & Nicole M. Becker. (2021) Evaluation of the students’ understanding of models in science (SUMS) for use in undergraduate chemistry. Chemistry Education Research and Practice 22:1, pages 62-76.
Crossref
Li Ke, Laura A. Zangori, Troy D. Sadler & Patricia J. Friedrichsen. 2021. Socioscientific Issues-Based Instruction for Scientific Literacy Development. Socioscientific Issues-Based Instruction for Scientific Literacy Development 31 54 .
Juliana Machado & Bruna Levy Pestana Fernandes. (2021) Model Conceptions in Science Education Research: features and trends. Ciência & Educação (Bauru) 27.
Crossref
Peter Hubber & Christine Preston. 2021. Complexity and Simplicity in Science Education. Complexity and Simplicity in Science Education 193 211 .
Mei-Hung Chiu & Jing-Wen Lin. 2020. International Handbook of Research on Multicultural Science Education. International Handbook of Research on Multicultural Science Education 1 41 .
Mustafa ALYAR & Kemal DOMUŞ. (2020) İŞBİRLİKLİ ÖĞRENME İLE BİRLİKTE KULLANILAN MODELLERİN, ANİMASYONLARIN VE YEDİ İLKE’NİN KİMYA BAŞARISINA ETKİSİ. Atatürk Üniversitesi Kazım Karabekir Eğitim Fakültesi Dergisi:41, pages 1-25.
Crossref
Hakan Şevki AYVACI & Sinan BÜLBÜL. (2020) Ortaokul Öğrencilerinin Modelleme Becerilerinin Belirlenmesi. Cumhuriyet International Journal of Education 9:4, pages 1000-1028.
Crossref
Jeng-Fung Hung & Chun-Yen Tsai. (2020) THE EFFECTS OF A VIRTUAL LABORATORY AND META-COGNITIVE SCAFFOLDING ON STUDENTS' DATA MODELING COMPETENCES. Journal of Baltic Science Education 19:6, pages 923-939.
Crossref
Jon-Marc G. Rodriguez, Katherine Lazenby, Leah J. Scharlott, Kevin H. Hunter & Nicole M. Becker. (2020) Supporting Engagement in Metamodeling Ideas in General Chemistry: Development and Validation of Activities Designed Using Process Oriented Guided Inquiry Learning Criteria. Journal of Chemical Education 97:12, pages 4276-4286.
Crossref
Dirk Krüger & Moritz Krell. (2020) Maschinelles Lernen mit Aussagen zur ModellkompetenzMachine Learning with Responses Related to Modeling Competence. Zeitschrift für Didaktik der Naturwissenschaften 26:1, pages 157-172.
Crossref
Lucas Vasconcelos & ChanMin Kim. (2020) Preparing preservice teachers to use block-based coding in scientific modeling lessons. Instructional Science 48:6, pages 765-797.
Crossref
Moritz Krell, Christine Redman, Sabrina Mathesius, Dirk Krüger & Jan van Driel. (2018) Assessing Pre-Service Science Teachers’ Scientific Reasoning Competencies. Research in Science Education 50:6, pages 2305-2329.
Crossref
Jon-Marc G. Rodriguez, A. Rayford Harrison & Nicole M. Becker. (2020) Analyzing Students’ Construction of Graphical Models: How Does Reaction Rate Change Over Time?. Journal of Chemical Education 97:11, pages 3948-3956.
Crossref
Nicole M. Hutchins, Gautam Biswas, Ningyu Zhang, Caitlin Snyder, Ákos Lédeczi & Miklós Maróti. (2020) Domain-Specific Modeling Languages in Computer-Based Learning Environments: a Systematic Approach to Support Science Learning through Computational Modeling. International Journal of Artificial Intelligence in Education 30:4, pages 537-580.
Crossref
Katherine James & Susan R. Goldman. (2020) Constructing explanatory models from text-based information: Why instructional tools help. Contemporary Educational Psychology 63, pages 101918.
Crossref
Camillia Matuk & David H. Uttal. (2018) The Effects of Invention and Recontextualization on Representing and Reasoning with Trees of Life. Research in Science Education 50:5, pages 1991-2033.
Crossref
Maria Develaki. (2020) Comparing Crosscutting Practices in STEM Disciplines. Science & Education 29:4, pages 949-979.
Crossref
Jon-Marc G. Rodriguez, Kinsey Bain & Marcy H. Towns. (2020) The Role of Epistemology and Epistemic Games in Mediating the Use of Mathematics in Chemistry: Implications for Mathematics Instruction and Research on Undergraduate Mathematics Education. International Journal of Research in Undergraduate Mathematics Education 6:2, pages 279-301.
Crossref
Lucas Vasconcelos & ChanMin Kim. (2019) Coding in scientific modeling lessons (CS-ModeL). Educational Technology Research and Development 68:3, pages 1247-1273.
Crossref
Katherine Lazenby, Avery Stricker, Alexandra Brandriet, Charlie A. Rupp, Kathryn Mauger‐Sonnek & Nicole M. Becker. (2019) Mapping undergraduate chemistry students' epistemic ideas about models and modeling. Journal of Research in Science Teaching 57:5, pages 794-824.
Crossref
José Manuel Montaño Hilario & Kira Padilla Martínez. (2020) Implementación de habilidades de argumentación y modelaje en la clases de química del bachillerato. Educación Química 31:2, pages 51.
Crossref
Wing-Kwong WongKai-Ping ChenHong-Ming Chang. (2020) A COMPARISON OF A VIRTUAL LAB AND A MICROCOMPUTER-BASED LAB FOR SCIENTIFIC MODELLING BY COLLEGE STUDENTS. Journal of Baltic Science Education 19:1, pages 157-173.
Crossref
Lina Markauskaite, Nick Kelly & Michael J. Jacobson. (2017) Model-Based Knowing: How Do Students Ground Their Understanding About Climate Systems in Agent-Based Computer Models?. Research in Science Education 50:1, pages 53-77.
Crossref
Irene Lee, Shuchi Grover, Fred Martin, Sarita Pillai & Joyce Malyn-Smith. (2019) Computational Thinking from a Disciplinary Perspective: Integrating Computational Thinking in K-12 Science, Technology, Engineering, and Mathematics Education. Journal of Science Education and Technology 29:1, pages 1-8.
Crossref
Osman Aksit & Eric N. Wiebe. (2019) Exploring Force and Motion Concepts in Middle Grades Using Computational Modeling: a Classroom Intervention Study. Journal of Science Education and Technology 29:1, pages 65-82.
Crossref
Amanda Catherine Dickes, Amy Voss Farris & Pratim Sengupta. (2020) Sociomathematical Norms for Integrating Coding and Modeling with Elementary Science: A Dialogical Approach. Journal of Science Education and Technology 29:1, pages 35-52.
Crossref
Katherine Lazenby, Avery Stricker, Alexandra Brandriet, Charlie A. Rupp & Nicole M. Becker. (2019) Undergraduate Chemistry Students’ Epistemic Criteria for Scientific Models. Journal of Chemical Education 97:1, pages 16-26.
Crossref
Felix Lensing, Burkhard Priemer, Annette Upmeier zu Belzen, Sabine Meister & Johannes Meister. 2020. Lehr-Lern-Labore. Lehr-Lern-Labore 123 140 .
Kathy Lea Malone & Anita Schuchardt. 2020. Computer Supported Education. Computer Supported Education 285 307 .
Yusuf ZORLU & Fatih SEZEK. (2019) Investigation of the Effects of Group Research Method of Applying Modeling Based Teaching Method in the Particle Structure and Properties of Matter Unit on Constructivist LearningModellemeye Dayalı Öğretim Yöntemi ile Grup Araştırması Yönteminin Birlikte Uygulanması: Yapılandırmacı Öğrenme Ortamlarının İncelenmesi. Sakarya University Journal of Education 9:3, pages 455-475.
Crossref
Mei-Hung Chiu & Jing-Wen Lin. (2019) Modeling competence in science education. Disciplinary and Interdisciplinary Science Education Research 1:1.
Crossref
Jessica J. Thompson, Sara Hagenah, Scott McDonald & Christie Barchenger. (2019) Toward a practice‐based theory for how professional learning communities engage in the improvement of tools and practices for scientific modeling. Science Education 103:6, pages 1423-1455.
Crossref
Ayşegül ERGÜN & Mustafa SARIKAYA. (2019) THE EFFECT OF MODEL BASED LEARNING ON THE ACADEMIC SUCCESS AND CONCEPTUAL UNDERSTANDING OF MIDDLE-SCHOOL STUDENTS ON THE PARTICULATE NATURE OF MATTERMODELE DAYALI ÖĞRENMENİN ORTAOKUL ÖĞRENCİLERİNİN MADDENİN PARÇACIKLI YAPISI KONUSUNDAKİ AKADEMİK BAŞARILARINA VE KAVRAMSAL ANLAMALARINA ETKİSİ. Elektronik Sosyal Bilimler Dergisi 18:72, pages 2059-2075.
Crossref
Candice Guy-Gaytán, Julia S. Gouvea, Chris Griesemer & Cynthia Passmore. (2019) Tensions Between Learning Models and Engaging in Modeling. Science & Education 28:8, pages 843-864.
Crossref
Ashlyn E. Pierson & Douglas B. Clark. (2019) Sedimentation of Modeling Practices. Science & Education 28:8, pages 897-925.
Crossref
Sulaiman M. Al‐Balushi & Lisa Martin‐Hansen. (2019) The development of students' justifications for their positions regarding two theoretical models: Electron cloud or sodium chloride crystal—After engaging in different learning activities. Journal of Research in Science Teaching 56:8, pages 1011-1036.
Crossref
Ilaria Gaudiello & Elisabetta Zibetti. (2019) La robotique éducative en science : pourquoi et comment. Enfance N° 3:3, pages 309-332.
Crossref
Jana Bouwma-GearhartSarah AdumatAllyson Rogan-KlyveAndrew M. Bouwma. (2019) Modeling Tropical Diversity in the Undergraduate Classroom: Novel Curriculum to Engage Students in Authentic Scientific Practices. The American Biology Teacher 81:6, pages 417-422.
Crossref
Maria Develaki. (2019) Methodology and Epistemology of Computer Simulations and Implications for Science Education. Journal of Science Education and Technology 28:4, pages 353-370.
Crossref
John Ruppert, Ravit Golan Duncan & Clark A. Chinn. (2017) Disentangling the Role of Domain-Specific Knowledge in Student Modeling. Research in Science Education 49:3, pages 921-948.
Crossref
Ben Baumfalk, Devarati Bhattacharya, Tina Vo, Cory Forbes, Laura Zangori & Christina Schwarz. (2018) Impact of model‐based science curriculum and instruction on elementary students' explanations for the hydrosphere. Journal of Research in Science Teaching 56:5, pages 570-597.
Crossref
Sonja Werner, Christian Förtsch, William Boone, Lena von Kotzebue & Birgit J. Neuhaus. (2017) Investigating How German Biology Teachers Use Three-Dimensional Physical Models in Classroom Instruction: a Video Study. Research in Science Education 49:2, pages 437-463.
Crossref
Katherine Lazenby, Charlie A. Rupp, Alexandra Brandriet, Kathryn Mauger-Sonnek & Nicole M. Becker. (2019) Undergraduate Chemistry Students’ Conceptualization of Models in General Chemistry. Journal of Chemical Education 96:3, pages 455-468.
Crossref
Joshua Rosenberg & Michael Lawson. (2019) An Investigation of Students’ Use of a Computational Science Simulation in an Online High School Physics Class. Education Sciences 9:1, pages 49.
Crossref
Anila Asghar, Ying-Syuan Huang, Kenneth Elliott & Yannick Skelling. (2019) Exploring Secondary Students’ Alternative Conceptions about Engineering Design Technology. Education Sciences 9:1, pages 45.
Crossref
Kerry Carley Rizzuto, John Henning & Catherine Duckett. 2019. Early Childhood Development. Early Childhood Development 929 943 .
Robert Mayes, Kent Rittschof, Joseph Dauer & Bryon Gallant. (2019) Quantitative Modelling Biology Undergraduate Assessment. Letters in Biomathematics 6:1.
Crossref
Katherine Lazenby & Nicole M. Becker. 2019. It’s Just Math: Research on Students’ Understanding of Chemistry and Mathematics. It’s Just Math: Research on Students’ Understanding of Chemistry and Mathematics 9 24 .
Annette Upmeier zu Belzen & Dirk Krüger. 2019. Biologiedidaktische Forschung: Erträge für die Praxis. Biologiedidaktische Forschung: Erträge für die Praxis 129 146 .
Beat Adrian Schwendimann. 2019. Learning, Design, and Technology. Learning, Design, and Technology 1 64 .
Moritz Krell & Susann Hergert. 2019. Towards a Competence-Based View on Models and Modeling in Science Education. Towards a Competence-Based View on Models and Modeling in Science Education 147 160 .
Sabrina Mathesius & Moritz Krell. 2019. Towards a Competence-Based View on Models and Modeling in Science Education. Towards a Competence-Based View on Models and Modeling in Science Education 117 129 .
Renee S. Schwartz. 2019. Towards a Competence-Based View on Models and Modeling in Science Education. Towards a Competence-Based View on Models and Modeling in Science Education 59 77 .
Constantinos P. Constantinou, Christiana Th. Nicolaou & Marios Papaevripidou. 2019. Towards a Competence-Based View on Models and Modeling in Science Education. Towards a Competence-Based View on Models and Modeling in Science Education 39 58 .
Jan van Driel, Dirk Krüger & Annette Upmeier zu Belzen. 2019. Towards a Competence-Based View on Models and Modeling in Science Education. Towards a Competence-Based View on Models and Modeling in Science Education 311 321 .
Rebecca Jordan, Alycia Crall, Cindy E. Hmelo-Silver, Steven A. Gray, Greg Newman & Amanda Sorensen. (2018) Developing Model‐Building as a Scientific Practice in Collaborative Citizen Science. Natural Sciences Education 47:1, pages 1-7.
Crossref
김희정, Jin Young Kim & 김성원. (2018) Investigation on the Arts High School Students’ Understanding on the Nature of Scientific Models. Journal of Research in Curriculum Instruction 22:6, pages 426-436.
Crossref
Wenjin Vikki Bo, Gavin W. Fulmer, Christine Kim-Eng Lee & Victor Der-Thanq Chen. (2018) How Do Secondary Science Teachers Perceive the Use of Interactive Simulations? The Affordance in Singapore Context. Journal of Science Education and Technology 27:6, pages 550-565.
Crossref
Kihyun Ryoo, Kristin Bedell & Amanda Swearingen. (2018) Promoting Linguistically Diverse Students’ Short-Term and Long-Term Understanding of Chemical Phenomena Using Visualizations. Journal of Science Education and Technology 27:6, pages 508-522.
Crossref
Dimitri R. Dounas-Frazer, Laura Ríos, Benjamin Pollard, Jacob T. Stanley & H. J. Lewandowski. (2018) Characterizing lab instructors’ self-reported learning goals to inform development of an experimental modeling skills assessment. Physical Review Physics Education Research 14:2.
Crossref
Silvia Wen-Yu Lee. (2017) Identifying the Item Hierarchy and Charting the Progression across Grade Levels: Surveying Taiwanese Students’ Understanding of Scientific Models and Modeling. International Journal of Science and Mathematics Education 16:8, pages 1409-1430.
Crossref
Amal Ibourk, Michelle Williams, Amanda Opperman, Dante Cisterna, Christina Restrepo Nazar & Yiyu Xie. (2018) Young students' understanding of the relationship between inheritance and variation of traits using structural equation modeling. Science Education 102:6, pages 1201-1238.
Crossref
Matthew T. Marino, Maya Israel, Eleazar VasquezIIIIII, Karin M. Fisher & Ben Gallegos. 2018. The Wiley International Handbook of Educational Foundations. The Wiley International Handbook of Educational Foundations 245 260 .
Sascha Bernholt & Hannah Sevian. (2018) Learning progressions and teaching sequences – old wine in new skins?. Chemistry Education Research and Practice 19:4, pages 989-997.
Crossref
Morgan B. Yarker & Michel D.S. Mesquita. (2018) Using Social Media to Improve Peer Dialogue in an Online Course About Regional Climate Modeling. International Journal of Online Pedagogy and Course Design 8:4, pages 1-21.
Crossref
Marie OrBrien, Kashish Gupta, Bara Emran & Homayoun Najjaran. (2018) Autonomous Vehicle Control: Teaching Tool and Simulation. Autonomous Vehicle Control: Teaching Tool and Simulation.
Roger G. Tobin, Sara J. Lacy, Sally Crissman & Nick Haddad. (2018) Model‐based reasoning about energy: A fourth‐grade case study. Journal of Research in Science Teaching 55:8, pages 1134-1161.
Crossref
Tom Bielik, Sebastian Opitz & Ann Novak. (2018) Supporting Students in Building and Using Models: Development on the Quality and Complexity Dimensions. Education Sciences 8:3, pages 149.
Crossref
하희수, KIM HEUI BAIK & 이차은. (2018) Exploring Change in Properties of Conceptions Represented in Students’ Modeling with Smart Technology and Investigating Instructional Supports for the Change. BIOLOGY EDUCATION 46:3, pages 300-317.
Crossref
Sonja Förtsch, Christian Förtsch, Lena von Kotzebue & Birgit Neuhaus. (2018) Effects of Teachers’ Professional Knowledge and Their Use of Three-Dimensional Physical Models in Biology Lessons on Students’ Achievement. Education Sciences 8:3, pages 118.
Crossref
Kaitlin J. Farrell & Cayelan C. Carey. (2018) Power, pitfalls, and potential for integrating computational literacy into undergraduate ecology courses. Ecology and Evolution 8:16, pages 7744-7751.
Crossref
Drew Bush, Renee Sieber, Gale Seiler & Mark Chandler. (2017) Examining Educational Climate Change Technology: How Group Inquiry Work with Realistic Scientific Technology Alters Classroom Learning. Journal of Science Education and Technology 27:2, pages 147-164.
Crossref
Tammy D. Lee & M. Gail Jones. (2017) Elementary Teachers’ Selection and Use of Visual Models. Journal of Science Education and Technology 27:1, pages 1-29.
Crossref
Pattawan Narjaikaew. Building a simple celestial sphere for understanding the apparent motion of the stars in the sky. Building a simple celestial sphere for understanding the apparent motion of the stars in the sky.
Alexandra Brandriet, Charlie A. Rupp, Katherine Lazenby & Nicole M. Becker. (2018) Evaluating students' abilities to construct mathematical models from data using latent class analysis. Chemistry Education Research and Practice 19:1, pages 375-391.
Crossref
Olia E. Tsivitanidou, Costas P. Constantinou, Peter Labudde, Silke Rönnebeck & Mathias Ropohl. (2017) Reciprocal peer assessment as a learning tool for secondary school students in modeling-based learning. European Journal of Psychology of Education 33:1, pages 51-73.
Crossref
Dirk Krüger, Alexander Kauertz & Annette Upmeier zu Belzen. 2018. Theorien in der naturwissenschaftsdidaktischen Forschung. Theorien in der naturwissenschaftsdidaktischen Forschung 141 157 .
Costas P. Constantinou, Olia E. Tsivitanidou & Eliza Rybska. 2018. Professional Development for Inquiry-Based Science Teaching and Learning. Professional Development for Inquiry-Based Science Teaching and Learning 1 23 .
Tasos Hovardas, Margus Pedaste, Zacharias Zacharia & Ton de Jong. 2018. Cyber-Physical Laboratories in Engineering and Science Education. Cyber-Physical Laboratories in Engineering and Science Education 241 268 .
Florence Le Hebel, Costas P. Constantinou, Alena Hospesova, Regula Grob, Monika Holmeier, Pascale Montpied, Marianne Moulin, Jan Petr, Lukáš Rokos, Iva Stuchlíková, Andrée Tiberghien, Olia Tsivitanidou & Iva Žlábková. 2018. Transforming Assessment. Transforming Assessment 141 173 .
Andrea M.-K. Bierema, Christina V. Schwarz & Jon R. Stoltzfus. (2017) Engaging Undergraduate Biology Students in Scientific Modeling: Analysis of Group Interactions, Sense-Making, and Justification. CBE—Life Sciences Education 16:4, pages ar68.
Crossref
Blanca Puig, Noa Ageitos & María Pilar Jiménez-Aleixandre. (2017) Learning Gene Expression Through Modelling and Argumentation. Science & Education 26:10, pages 1193-1222.
Crossref
Maria Develaki. (2017) Using Computer Simulations for Promoting Model-based Reasoning. Science & Education 26:7-9, pages 1001-1027.
Crossref
Ashlyn E. Pierson, Douglas B. Clark & Max K. Sherard. (2017) Learning progressions in context: Tensions and insights from a semester‐long middle school modeling curriculum. Science Education 101:6, pages 1061-1088.
Crossref
Alejandra J. Magana. (2017) Modeling and Simulation in Engineering Education: A Learning Progression. Journal of Professional Issues in Engineering Education and Practice 143:4.
Crossref

Displaying 200 of 321 citing articles. Use the download link below to view the full list of citing articles.

Download full citations list

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.