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Original Articles

Assessing System Thinking Through Different Concept-Mapping Practices

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Pages 2147-2170 | Published online: 23 Aug 2012

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

Read on this site (13)

James Deehan, Amy MacDonald & Christopher Morris. (2022) A scoping review of interventions in primary science education. Studies in Science Education 0:0, pages 1-43.
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Niklas Schneeweiß, Leona Mölgen & Harald Gropengießer. (2022) Guiding students’ explanations across levels of biological organisation: the case of wilted plants. Journal of Biological Education 0:0, pages 1-21.
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Andrea Wellmanns & Philipp Schmiemann. (2022) Feedback loop reasoning in physiological contexts. Journal of Biological Education 56:4, pages 465-485.
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Saad Qureshi. (2022) How students engage in biomimicry. Journal of Biological Education 56:4, pages 450-464.
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Şebnem Feriver. (2022) Pre-schoolers as systems thinkers: testing the water. Environmental Education Research 28:3, pages 430-456.
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Roman Asshoff, Katharina Düsing, Tamara Winkelmann & Marcus Hammann. (2020) Considering the levels of biological organisation when teaching carbon flows in a terrestrial ecosystem. Journal of Biological Education 54:3, pages 287-299.
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Rea Lavi & Yehudit Judy Dori. (2019) Systems thinking of pre- and in-service science and engineering teachers. International Journal of Science Education 41:2, pages 248-279.
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Rikke Hartmeyer, Matt P. Stevenson & Peter Bentsen. (2018) A systematic review of concept mapping-based formative assessment processes in primary and secondary science education. Assessment in Education: Principles, Policy & Practice 25:6, pages 598-619.
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Stephan Schuler, Daniela Fanta, Frank Rosenkraenzer & Werner Riess. (2018) Systems thinking within the scope of education for sustainable development (ESD) – a heuristic competence model as a basis for (science) teacher education. Journal of Geography in Higher Education 42:2, pages 192-204.
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Mihye Won, Heiko Krabbe, Siv Ling Ley, David F. Treagust & Hans E. Fischer. (2017) Science Teachers’ Use of a Concept Map Marking Guide as a Formative Assessment Tool for the Concept of Energy. Educational Assessment 22:2, pages 95-110.
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Daniela Mahler, Jörg Großschedl & Ute Harms. (2017) Using doubly latent multilevel analysis to elucidate relationships between science teachers’ professional knowledge and students’ performance. International Journal of Science Education 39:2, pages 213-237.
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Rikke Hartmeyer, Matt P. Stevenson & Peter Bentsen. (2016) Evaluating design-based formative assessment practices in outdoor science teaching. Educational Research 58:4, pages 420-441.
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Jaklin Tripto, Orit Ben-Zvi Assaraf, Zohar Snapir & Miriam Amit. (2016) The ‘What is a system’ reflection interview as a knowledge integration activity for high school students’ understanding of complex systems in human biology. International Journal of Science Education 38:4, pages 564-595.
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Articles from other publishers (58)

Brina Kurent & Stanislav Avsec. (2023) Systems Thinking Skills and the ICT Self-Concept in Preschool Teachers for Sustainable Curriculum Transformation. Sustainability 15:20, pages 15131.
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Ruying Li & Gaofeng Li. (2023) EXPLORING LOWER-SECONDARY SCHOOL STUDENTS’ SYSTEMS THINKING PERFORMANCE IN ECOLOGICAL ISSUES. Journal of Baltic Science Education 22:5, pages 865-880.
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Tom Bielik, Ibrahim Delen, Moritz Krell & Orit Ben Zvi Assaraf. (2023) Characterising the Literature on the Teaching and Learning of System Thinking and Complexity in STEM Education: a Bibliometric Analysis and Research Synthesis. Journal for STEM Education Research 6:2, pages 199-231.
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Annika Lankers, Justin Timm & Philipp Schmiemann. (2023) Students’ systems thinking while modeling a dynamic ecological system. Frontiers in Education 8.
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A. Lynn Stephens, Steven Roderick, Namsoo Shin & Daniel Damelin. (2022) Students Do Not Always Mean What We Think They Mean: A Questioning Strategy to Elicit the Reasoning Behind Unexpected Causal Patterns in Student System Models. International Journal of Science and Mathematics Education 21:5, pages 1591-1614.
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Tom Bielik, Johannes Jagemann, Moritz Krell, Dirk Krüger & Orit Ben Zvi Assaraf. (2023) Using concept maps to evaluate preservice biology teachers’ conceptualization of COVID-19 as a complex phenomenon. Frontiers in Education 8.
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Baqir Lalani, Steven Gray & Tora Mitra-Ganguli. (2023) Systems Thinking in an era of climate change: Does cognitive neuroscience hold the key to improving environmental decision making? A perspective on Climate-Smart Agriculture. Frontiers in Integrative Neuroscience 17.
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Alisha R. Szozda, Peter G. Mahaffy & Alison B. Flynn. (2023) Identifying Chemistry Students’ Baseline Systems Thinking Skills When Constructing System Maps for a Topic on Climate Change. Journal of Chemical Education.
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Sumaiya Haque, Hesam Mahmoudi, Navid Ghaffarzadegan & Konstantinos Triantis. (2023) Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations. System Dynamics Review 39:2, pages 152-170.
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Bao Wang & Philippe J. Giabbanelli. (2023) Identifying Informative Features to Evaluate Student Knowledge as Causal Maps. International Journal of Artificial Intelligence in Education.
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Micke Reynders, Lynne A Pilcher & Marietjie Potgieter. (2023) Teaching and Assessing Systems Thinking in First-Year Chemistry. Journal of Chemical Education 100:3, pages 1357-1365.
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Dirk Felzmann, Sascha Henninger, Tanja Kaiser, Maike Sauer, Alexander Kauertz & Sandra Nitz. 2023. Didaktik der Geowissenschaften. Didaktik der Geowissenschaften 377 398 .
Mo Hu, Tripp Shealy, John Gero, Julie Milovanovic & Paulo IgnacioJrJr. 2023. Design Computing and Cognition’22. Design Computing and Cognition’22 199 214 .
J.R. Aguilar-Cisneros, R. Valerdi & B. P. Sullivan. (2022) Students’ Systems Thinking Competency Level Detection through Software Cost Estimation Concept Modeling. Programming and Computer Software 48:8, pages 499-512.
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Soojeong Jeong, Jennifer B. Elliott, Zhang Feng & David F. Feldon. (2022) Understanding Complex Ecosystems Through an Agent-Based Participatory Watershed Simulation. Journal of Science Education and Technology 31:5, pages 691-705.
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Xiaoqiu Li & Yiling Lu. (2022) How green credit policy shapes financial performance: Evidence from Chinese listed construction energy-saving enterprise. Frontiers in Environmental Science 10.
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Andrea Kiesewetter & Philipp Schmiemann. (2022) Understanding Homeostatic Regulation: The Role of Relationships and Conditions in Feedback Loop Reasoning. CBE—Life Sciences Education 21:3.
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Mojtaba Khajeloo & Marcelle A. Siegel. (2022) Concept map as a tool to assess and enhance students' system thinking skills. Instructional Science 50:4, pages 571-597.
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Kelley E. Dugan, Erika A. Mosyjowski, Shanna R. Daly & Lisa R. Lattuca. (2021) Systems thinking assessments in engineering: A systematic literature review. Systems Research and Behavioral Science 39:4, pages 840-866.
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Vasiliki Kioupi & Nikolaos Voulvoulis. (2022) The Contribution of Higher Education to Sustainability: The Development and Assessment of Sustainability Competences in a University Case Study. Education Sciences 12:6, pages 406.
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Björn Rohles, Susanne Backes, Antoine Fischbach, Franck Amadieu & Vincent Koenig. (2022) Creating positive learning experiences with technology: A field study on the effects of user experience for digital concept mapping. Heliyon 8:4, pages e09246.
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Sondoss Elsawah, Allen Tim Luen Ho & Michael J. Ryan. (2022) Teaching Systems Thinking in Higher Education. INFORMS Transactions on Education 22:2, pages 66-102.
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Niklas Schneeweiß & Harald Gropengießer. 2022. Fostering Understanding of Complex Systems in Biology Education. Fostering Understanding of Complex Systems in Biology Education 123 149 .
Lina Zhang, Lei Wang & David F. Treagust. (2021) Discipline-specific cognitive factors that influence grade 9 students’ performance in chemistry. Chemistry Education Research and Practice 22:4, pages 813-841.
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Lukas Bernhard Becker, Virginia Deborah Elaine Welter & Jörg Großschedl. (2021) Effects of Strategy Training and Elaboration vs. Retrieval Settings on Learning of Cell Biology Using Concept Mapping. Education Sciences 11:9, pages 530.
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Melde G. R. Gilissen, Marie-Christine P. J. Knippels & Wouter R. van Joolingen. (2021) Fostering Students’ Understanding of Complex Biological Systems. CBE—Life Sciences Education 20:3, pages ar37.
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Lukas Bernhard Becker, Virginia Deborah Elaine Welter, Ellen Aschermann & Jörg Großschedl. (2021) Comprehension-Oriented Learning of Cell Biology: Do Different Training Conditions Affect Students’ Learning Success Differentially?. Education Sciences 11:8, pages 438.
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Maarit Karonen, Mari Murtonen, Ilona Södervik, Marianna Manninen & Mikko Salomäki. (2021) Heuristics Hindering the Development of Understanding of Molecular Structures in University Level Chemistry Education: The Lewis Structure as an Example. Education Sciences 11:6, pages 258.
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N Y Rustaman. (2021) System thinking as a sustainable competency in facilitating conceptual change through STEM based learning in biology. Journal of Physics: Conference Series 1806:1, pages 012223.
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Julia Gil Llinás, Francisco Solano Macías & Luis Manuel Tobaja Márquez. (2018) The Use of Concept Maps as an Assessment Tool in Physics Classes: Can One Use Concept Maps for Quantitative Evaluations?. Research in Science Education 50:5, pages 1789-1804.
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Sarah York & MaryKay Orgill. (2020) ChEMIST Table: A Tool for Designing or Modifying Instruction for a Systems Thinking Approach in Chemistry Education. Journal of Chemical Education 97:8, pages 2114-2129.
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Ilona Södervik, Leena Hanski & Nina Katajavuori. (2020) First-year pharmacy students’ prior knowledge correlates with study progress and reveals different dynamics of misconceptions. Pharmacy Education 20, pages 94-102.
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Sarah York, Whitney C. Fowler & MaryKay Orgill. 2020. Integrating Professional Skills into Undergraduate Chemistry Curricula. Integrating Professional Skills into Undergraduate Chemistry Curricula 81 102 .
Marian Thiel de Gafenco. 2020. Export beruflicher Aus- und Weiterbildung. Export beruflicher Aus- und Weiterbildung 89 110 .
Alison B. Flynn, MaryKay Orgill, Felix M. Ho, Sarah York, Stephen A. Matlin, David J. C. Constable & Peter G. Mahaffy. (2019) Future Directions for Systems Thinking in Chemistry Education: Putting the Pieces Together. Journal of Chemical Education 96:12, pages 3000-3005.
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Felix M. Ho. (2019) Turning Challenges into Opportunities for Promoting Systems Thinking through Chemistry Education. Journal of Chemical Education 96:12, pages 2764-2776.
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Sarah York, Rea Lavi, Yehudit Judy Dori & MaryKay Orgill. (2019) Applications of Systems Thinking in STEM Education. Journal of Chemical Education 96:12, pages 2742-2751.
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Mo Hu, Tripp Shealy, Jacob Grohs & Robin Panneton. (2019) Empirical evidence that concept mapping reduces neurocognitive effort during concept generation for sustainability. Journal of Cleaner Production 238, pages 117815.
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Sondoss Elsawah & Michael J. Ryan. (2018) Systems Thinking Course for Postgradudate Systems Engineering. Systems Thinking Course for Postgradudate Systems Engineering.
Daniela Mahler, Jörg Großschedl & Ute Harms. (2018) Does motivation matter? – The relationship between teachers’ self-efficacy and enthusiasm and students’ performance. PLOS ONE 13:11, pages e0207252.
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Margaret Sauceda Curwen, Amy Ardell, Laurie MacGillivray & Rachel Lambert. (2018) Systems Thinking in a Second Grade Curriculum: Students Engaged to Address a Statewide Drought. Frontiers in Education 3.
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Rainer Mehren, Armin Rempfler, Janine Buchholz, Johannes Hartig & Eva M. Ulrich-Riedhammer. (2018) System competence modelling: Theoretical foundation and empirical validation of a model involving natural, social and human-environment systems. Journal of Research in Science Teaching 55:5, pages 685-711.
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Fanny Camelia & Timothy L. J. Ferris. (2018) Validation Studies of a Questionnaire Developed to Measure Students’ Engagement With Systems Thinking. IEEE Transactions on Systems, Man, and Cybernetics: Systems 48:4, pages 574-585.
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Katrina Marzetta, Hillary Mason & Bryan Wee. (2018) ‘Sometimes They Are Fun and Sometimes They Are Not’: Concept Mapping with English Language Acquisition (ELA) and Gifted/Talented (GT) Elementary Students Learning Science and Sustainability. Education Sciences 8:1, pages 13.
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Sandra Nitz & Sabine Fechner. 2018. Theorien in der naturwissenschaftsdidaktischen Forschung. Theorien in der naturwissenschaftsdidaktischen Forschung 69 86 .
Fanny Camelia & Timothy L. J. Ferris. (2017) Undergraduate Students’ Engagement With Systems Thinking: Results of a Survey Study. IEEE Transactions on Systems, Man, and Cybernetics: Systems 47:12, pages 3165-3176.
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Joe A. Wasserman & Jaime Banks. (2017) Details and Dynamics: Mental Models of Complex Systems in Game-Based Learning. Simulation & Gaming 48:5, pages 603-624.
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Matt P. Stevenson, Rikke Hartmeyer & Peter Bentsen. (2017) Systematically reviewing the potential of concept mapping technologies to promote self-regulated learning in primary and secondary science education. Educational Research Review 21, pages 1-16.
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Tamara N. Hrin, Dušica D. Milenković, Mirjana D. Segedinac & Saša Horvat. (2017) Systems thinking in chemistry classroom: The influence of systemic synthesis questions on its development and assessment. Thinking Skills and Creativity 23, pages 175-187.
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Sabina Eggert, Anne Nitsch, William J. Boone, Matthias Nückles & Susanne Bögeholz. (2016) Supporting Students’ Learning and Socioscientific Reasoning About Climate Change—the Effect of Computer-Based Concept Mapping Scaffolds. Research in Science Education 47:1, pages 137-159.
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Fanny Camelia & Timothy L. J. Ferris. (2016) Systems Thinking in Systems Engineering. INCOSE International Symposium 26:1, pages 1657-1674.
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Adam Reinagel & Elena Bray Speth. (2016) Beyond the Central Dogma: Model-Based Learning of How Genes Determine Phenotypes. CBE—Life Sciences Education 15:1, pages ar4.
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Juan Carlos Rivadulla-López, Susana García Barros & Cristina Martínez Losada. (2016) Los mapas conceptuales como instrumento para analizar las ideas de los estudiantes de Maestro de Educación Primaria sobre qué enseñar de nutrición humana en Educación Primaria. Revista Complutense de Educación 27:3, pages 1247-1269.
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Jinyeo Song, Byungchan Moon & Jonghee Kim. (2015) The Development and Application of the Teaching-Learning Program for Systems Thinking Learning in Elementary Science Classes. Journal of the Korean society of earth science education 8:3, pages 318-331.
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Martin Meissner, Pascal Kottemann, Reinhold Decker & Sören W. Scholz. (2017) The Benefits of Computer-Based Brand Concept Mapping. Schmalenbach Business Review 67:4, pages 430-453.
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Katja Weinerth, Vincent Koenig, Martin Brunner & Romain Martin. (2014) Concept maps: A useful and usable tool for computer-based knowledge assessment? A literature review with a focus on usability. Computers & Education 78, pages 201-209.
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Theodoros Vachliotis, Katerina Salta & Chryssa Tzougraki. (2013) Meaningful Understanding and Systems Thinking in Organic Chemistry: Validating Measurement and Exploring Relationships. Research in Science Education 44:2, pages 239-266.
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Joseph T. Dauer, Jennifer L. Momsen, Elena Bray Speth, Sasha C. Makohon-Moore & Tammy M. Long. (2013) Analyzing change in students' gene-to-evolution models in college-level introductory biology. Journal of Research in Science Teaching 50:6, pages 639-659.
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