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Original Articles

Teachers' knowledge of models and modelling in science

Pages 1141-1153 | Published online: 26 Nov 2010

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

Read on this site (29)

James R. Ebert, Glenn Dolphin & Paul Bischoff. (2023) An undergraduate research experience in earth science education that benefits pre-service teachers and in-service earth science teachers. Journal of Geoscience Education 71:2, pages 238-252.
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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.
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Juan Quílez. (2019) A categorisation of the terminological sources of student difficulties when learning chemistry. Studies in Science Education 55:2, pages 121-167.
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Sarah Lena Günther, Jennifer Fleige, Annette Upmeier zu Belzen & Dirk Krüger. (2019) Using the Case Method to Foster Preservice Biology Teachers’ Content Knowledge and Pedagogical Content Knowledge Related to Models and Modeling. Journal of Science Teacher Education 30:4, pages 321-343.
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Ayse Yenilmez Turkoglu & Ceren Oztekin. (2016) Science teacher candidates’ perceptions about roles and nature of scientific models. Research in Science & Technological Education 34:2, pages 219-236.
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Moritz Krell & Dirk Krüger. (2016) Testing Models: A Key Aspect to Promote Teaching Activities Related to Models and Modelling in Biology Lessons?. Journal of Biological Education 50:2, pages 160-173.
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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.
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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.
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María del Mar Aragón, José M. Oliva & Antonio Navarrete. (2014) Contributions of Learning Through Analogies to the Construction of Secondary Education Pupils’ Verbal Discourse about Chemical Change. International Journal of Science Education 36:12, pages 1960-1984.
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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.
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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.
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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.
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Samia Khan. (2011) What’s Missing in Model-Based Teaching. Journal of Science Teacher Education 22:6, pages 535-560.
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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.
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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.
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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.
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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.
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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.
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Valarie L. Akerson, J. Scott Townsend, Lisa A. Donnelly, Deborah L. Hanson, Praweena Tira & Orvil White. (2009) Scientific Modeling for Inquiring Teachers Network (SMIT’N): The Influence on Elementary Teachers’ Views of Nature of Science, Inquiry, and Modeling. Journal of Science Teacher Education 20:1, pages 21-40.
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Ineke Henze, JanH. van Driel & Nico Verloop. (2008) Development of Experienced Science Teachers’ Pedagogical Content Knowledge of Models of the Solar System and the Universe. International Journal of Science Education 30:10, pages 1321-1342.
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Ineke Henze, Jan Van Driel & Nico Verloop. (2007) The Change of Science Teachers’ Personal Knowledge about Teaching Models and Modelling in the Context of Science Education Reform. International Journal of Science Education 29:15, pages 1819-1846.
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Feral Ogan‐Bekiroglu. (2007) Effects of Model‐based Teaching on Pre‐service Physics Teachers’ Conceptions of the Moon, Moon Phases, and Other Lunar Phenomena. International Journal of Science Education 29:5, pages 555-593.
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Christina V. Schwarz & Barbara Y. White. (2005) Metamodeling Knowledge: Developing Students' Understanding of Scientific Modeling. Cognition and Instruction 23:2, pages 165-205.
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Rosária Justi & Jan van Driel. (2005) The development of science teachers' knowledge on models and modelling: promoting, characterizing, and understanding the process. International Journal of Science Education 27:5, pages 549-573.
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Barbara A. Crawford & Michael J. Cullin. (2004) Supporting prospective teachers' conceptions of modelling in science. International Journal of Science Education 26:11, pages 1379-1401.
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JanH. Van Driel & Nico Verloop. (2002) Experienced teachers' knowledge of teaching and learning of models and modelling in science education. International Journal of Science Education 24:12, pages 1255-1272.
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RichardK. Coll & DavidF. Treagust. (2002) Exploring Tertiary Students' Understanding of Covalent Bonding. Research in Science & Technological Education 20:2, pages 241-267.
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RosáriaS. Justi & JohnK. Gilbert. (2002) Modelling, teachers' views on the nature of modelling, and implications for the education of modellers. International Journal of Science Education 24:4, pages 369-387.
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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.
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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.
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Catherine Houdement, Cécile Hosson & Christophe HacheKarine BÉCU‐ROBINAULT. 2022. Semiotic Approaches in Science Didactics. Semiotic Approaches in Science Didactics 173 208 .
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.
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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.
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Maximilian Göhner & Moritz Krell. (2020) Preservice Science Teachers’ Strategies in Scientific Reasoning: the Case of Modeling. Research in Science Education 52:2, pages 395-414.
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Joana Torres & Clara Vasconcelos. (2021) Models and the Nature of Science: What Mediates Their Implementation in Portuguese Biology and Geology Classes?. Education Sciences 11:11, pages 688.
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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.
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David C. Owens, Gillian E. McCall, Kimi Jaikaran, Nedra Cossa & Thomas R. KoballaJr.Jr.. (2021) Pre-service Elementary Science Teacher Preparation through Children’s Literature. The American Biology Teacher 83:7, pages 441-450.
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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.
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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.
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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.
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Djamel Houatis. (2021) Les connaissances des enseignants universitaires algériens sur la notion de modèle scientifique. ITM Web of Conferences 39, pages 02004.
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Djamel Houatis. (2021) Le concept de modèle scientifique: Vision des étudiants universitaires algériens. ITM Web of Conferences 39, pages 02002.
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Hakan Şevki AYVACI & Sinan BÜLBÜL. (2020) Ortaokul Öğrencilerinin Modelleme Becerilerinin Belirlenmesi. Cumhuriyet International Journal of Education 9:4, pages 1000-1028.
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Lucas Vasconcelos & ChanMin Kim. (2020) Preparing preservice teachers to use block-based coding in scientific modeling lessons. Instructional Science 48:6, pages 765-797.
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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.
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Julia Mierdel & Franz X. Bogner. (2019) Is creativity, hands-on modeling and cognitive learning gender-dependent?. Thinking Skills and Creativity 31, pages 91-102.
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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 .
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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.
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Silvia Wen-Yu Lee, Hsin-Yi Chang & Hsin-Kai Wu. (2015) Students’ Views of Scientific Models and Modeling: Do Representational Characteristics of Models and Students’ Educational Levels Matter?. Research in Science Education 47:2, pages 305-328.
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Paula Tuzón & Jordi Solbes. (2016) Particle Physics in High School: A Diagnose Study. PLOS ONE 11:6, pages e0156526.
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Mustafa B. Aktan. (2016) PRE-SERVICE SCIENCE TEACHERS' PERCEPTIONS AND ATTITUDES ABOUT THE USE OF MODELS. Journal of Baltic Science Education 15:1, pages 7-17.
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Joana Torres & Clara Vasconcelos. 2016. Geoscience Education. Geoscience Education 25 41 .
John K. Gilbert & Rosária JustiJohn K. Gilbert & Rosária Justi. 2016. Modelling-based Teaching in Science Education. Modelling-based Teaching in Science Education 223 251 .
Rebecca C. Jordan, Wesley R. Brooks, Jacqueline R. DeLisi, Steven A. Gray & Alan R. Berkowitz. (2015) Ecology nature of science: shared discussions and practices among ecologists and high school teachers. Ecosphere 6:11, pages 1-17.
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Katarina Dass, Michelle L. Head & Gregory T. Rushton. (2015) Building an Understanding of How Model-Based Inquiry Is Implemented in the High School Chemistry Classroom. Journal of Chemical Education 92:8, pages 1306-1314.
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José Mª Oliva, María del Mar Aragón & Josefa Cuesta. (2014) THE COMPETENCE OF MODELLING IN LEARNING CHEMICAL CHANGE: A STUDY WITH SECONDARY SCHOOL STUDENTS. International Journal of Science and Mathematics Education 13:4, pages 751-791.
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Moritz Krell, Bianca Reinisch & Dirk Krüger. (2014) Analyzing Students’ Understanding of Models and Modeling Referring to the Disciplines Biology, Chemistry, and Physics. Research in Science Education 45:3, pages 367-393.
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Jan H. van Driel & Onno de Jong. 2015. Chemistry Education. Chemistry Education 99 122 .
Suat Unal, Gunay Palıc Sadoglu & Ummu Gulsum Durukan. (2014) TEACHER EDUCATORS’ VIEWS OF “MODEL” CONCEPT AND THEIR MENTAL MODELS. Journal of Baltic Science Education 13:5, pages 674-694.
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정현석 & 김영민. (2014) An Investigation of Pre-service Secondary Science Teachers' Perceptions on Scientific Models. Teacher Education Research 53:4, pages 682-692.
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Chr.Th. Nicolaou & C.P. Constantinou. (2014) Assessment of the modeling competence: A systematic review and synthesis of empirical research. Educational Research Review 13, pages 52-73.
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Jing-Wen Lin. (2013) ELEMENTARY SCHOOL TEACHERS’ KNOWLEDGE OF MODEL FUNCTIONS AND MODELING PROCESSES: A COMPARISON OF SCIENCE AND NON-SCIENCE MAJORS. International Journal of Science and Mathematics Education 12:5, pages 1197-1220.
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Aytekin Cokelez, Burçkin Dal & Gonca Harman. (2014) TURKISH MIDDLE SCHOOL STUDENTS’ CONCEPTIONS AND MODELLING OF CHEMICAL BONDS. Journal of Baltic Science Education 13:4, pages 483-496.
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Hey Sook Cho, Jeonghee Nam & Dongwon Lee. (2014) The Development of Argument-based Modeling Strategy Using Scientific Writing. Journal of The Korean Association For Research In Science Education 34:5, pages 479-490.
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Leila I.F. Freire & Carmen Fernandez. (2014) Professores novatos de química e o desenvolvimento do PCK de oxidorredução: influências da formação inicial. Educación Química 25:3, pages 312-324.
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Zuhao Wang, Shaohui Chi, Kaiyan Hu & Wenting Chen. (2013) Chemistry Teachers’ Knowledge and Application of Models. Journal of Science Education and Technology 23:2, pages 211-226.
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Moritz Krell, Annette Upmeier zu Belzen & Dirk Krüger. (2013) Students’ Levels of Understanding Models and Modelling in Biology: Global or Aspect-Dependent?. Research in Science Education 44:1, pages 109-132.
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Patrick Roy & Abdelkrim Hasni. (2015) Les modèles et la modélisation vus par des enseignants de sciences et technologies du secondaire au Québec. McGill Journal of Education 49:2, pages 349-371.
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Todd Campbell, Phil Seok Oh & Drew Neilson. 2014. K-12 Education. K-12 Education 401 421 .
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Alper Çiltaş, Büşra Çelik, Nizamettin Bilen, Kübra Yilmaz, Muhammet Doruk & Ferhat Öztürk. (2013) Evaluation of the New Secondary School Curriculum in Turkey from the Point of Mathematical Models and Mathematical Modeling. Procedia - Social and Behavioral Sciences 106, pages 1151-1156.
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José A. Chamizo. (2011) A New Definition of Models and Modeling in Chemistry’s Teaching. Science & Education 22:7, pages 1613-1632.
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Ana Raquel Pereira de Ataíde & Ileana Maria Greca. (2012) Epistemic Views of the Relationship Between Physics and Mathematics: Its Influence on the Approach of Undergraduate Students to Problem Solving. Science & Education 22:6, pages 1405-1421.
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Niklas Gericke, Mariana Hagberg & Doris Jorde. (2012) Upper Secondary Students’ Understanding of the Use of Multiple Models in Biology Textbooks—The Importance of Conceptual Variation and Incommensurability. Research in Science Education 43:2, pages 755-780.
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Yael M. Bamberger & Clara S. Cahill. (2012) Teaching Design in Middle-School: Instructors’ Concerns and Scaffolding Strategies. Journal of Science Education and Technology 22:2, pages 171-185.
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Gavin W. Fulmer & Ling L. Liang. (2012) Measuring Model-Based High School Science Instruction: Development and Application of a Student Survey. Journal of Science Education and Technology 22:1, pages 37-46.
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Renée Schwartz & Brandy Skjold. (2012) Teaching about Scientific Models in a Science Content Course. Educación Química 23:4, pages 451-457.
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Maria Fernanda Moreira & Agnaldo Arroio. (2012) THE COMPLEXITY OF REPRESENTATIONS IN THE CHEMISTRY TEACHING: AN EXPERIENCE FOR ATOMIC MODEL. GAMTAMOKSLINIS UGDYMAS / NATURAL SCIENCE EDUCATION 9:2, pages 25-35.
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Bev France, Vicki J. Compton & John K. Gilbert. (2010) Understanding modelling in technology and science: the potential of stories from the field. International Journal of Technology and Design Education 21:3, pages 381-394.
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Sulaiman M. Al-Balushi. (2010) STUDENTS’ EVALUATION OF THE CREDIBILITY OF SCIENTIFIC MODELS THAT REPRESENT NATURAL ENTITIES AND PHENOMENA. International Journal of Science and Mathematics Education 9:3, pages 571-601.
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Nicos Valanides & Charoula Angeli. 2011. Models and Modeling. Models and Modeling 263 279 .
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Niklas Markus Gericke & Mariana Hagberg. (2010) Conceptual Variation in the Depiction of Gene Function in Upper Secondary School Textbooks. Science & Education 19:10, pages 963-994.
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Niklas M. Gericke & Mariana Hagberg. (2009) Conceptual Incoherence as a Result of the use of Multiple Historical Models in School Textbooks. Research in Science Education 40:4, pages 605-623.
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Susan A. Everett, Charlotte A. Otto & Gail R. Luera. (2009) PRESERVICE ELEMENTARY TEACHERS’ GROWTH IN KNOWLEDGE OF MODELS IN A SCIENCE CAPSTONE COURSE. International Journal of Science and Mathematics Education 7:6, pages 1201-1225.
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E Petridou, D Psillos, E Hatzikraniotis & J Viiri. (2009) Design and development of a microscopic model for polarization. Physics Education 44:6, pages 589-598.
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Mervi A. Asikainen & Pekka E. Hirvonen. (2009) A study of pre- and inservice physics teachers’ understanding of photoelectric phenomenon as part of the development of a research-based quantum physics course. American Journal of Physics 77:7, pages 658-666.
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Christina Schwarz. (2009) Developing preservice elementary teachers' knowledge and practices through modeling‐centered scientific inquiry. Science Education 93:4, pages 720-744.
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Christina Stefani & Georgios Tsaparlis. (2009) Students' levels of explanations, models, and misconceptions in basic quantum chemistry: A phenomenographic study. Journal of Research in Science Teaching 46:5, pages 520-536.
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M. Handan Güneş & Sibel Demir. (2009) A bee model proposal in understanding of the endocrine system. Procedia - Social and Behavioral Sciences 1:1, pages 1033-1037.
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Andrés Raviolo. (2009) Modelos, analogías y metáforas en la enseñanza de la química. Educación Química 20:1, pages 55-60.
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José María Oliva & María del Mar Aragón. (2009) Aportaciones de las analogías al desarrollode pensamiento modelizador de los alumnos en química. Educación Química 20:1, pages 41-54.
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Rosária Justi. (2009) Learning how to model in science classroom: key teacher's role in supporting the development of students’ modelling skills. Educación Química 20:1, pages 32-40.
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Michal Drechsler & Jan Van Driel. (2007) Experienced Teachers’ Pedagogical Content Knowledge of Teaching Acid–base Chemistry. Research in Science Education 38:5, pages 611-631.
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Nicos Valanides & Charoula Angeli. (2008) Learning and teaching about scientific models with a computer-modeling tool. Computers in Human Behavior 24:2, pages 220-233.
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Ton Van Der Valk, Jan H. Van Driel & Wobbe De Vos. (2007) Common Characteristics of Models in Present-day Scientific Practice. Research in Science Education 37:4, pages 469-488.
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Niklas Markus Gericke & Mariana Hagberg. (2006) Definition of historical models of gene function and their relation to students’ understanding of genetics. Science & Education 16:7-8, pages 849-881.
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Cibelle Celestino Silva. (2006) The Role of Models and Analogies in the Electromagnetic Theory: A Historical Case Study. Science & Education 16:7-8, pages 835-848.
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Ineke Henze, Jan H. van Driel & Nico Verloop. (2006) Science Teachers' Knowledge about Teaching Models and Modelling in the Context of a New Syllabus on Public Understanding of Science. Research in Science Education 37:2, pages 99-122.
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