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Commonsense Conceptions of Emergent Processes

Why Some Misconceptions Are Robust

Bibliographic Data

ID23320930
AuthorsMichelene T H Chi, T H Michelene (University of Pittsburgh, corresponding author)
Year2005
Volume14
Issue2
Pages161-199
Publication date2005-04-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueJournal of the Learning Sciences (JOURNAL)
Journal identifiersISSN: 1050-8406 • E-ISSN: 1532-7809
PublisherInforma UK Limited (PUBLISHER • GB)
DOI10.1207/s15327809jls1402_1
OpenAlexW2171689869
LanguageEN
Citations received77
References cited49

This article offers a plausible domain-general explanation for why some concepts of processes are resistant to instructional remediation although other, apparently similar concepts are more easily understood. The explanation assumes that processes may differ in ontological ways: that some processes (such as the apparent flow in diffusion of dye in water) are emergent and other processes (such as the flow of blood in human circulation) are direct. Although precise definition of the two kinds of processes are probably impossible, attributes of direct and emergent processes are described that distinguish them in a domain-general way. Circulation and diffusion, which are used as examples of direct and emergent processes, are associated with different kinds of misconceptions. The claim is that stu-Do Not Copy dents ’ misconceptions for direct kinds of processes, such as blood circulation, are of the same ontological kind as the correct conception, suggesting that misconceptions of direct processes may be nonrobust. However, students ’ misconceptions of emergent processes are robust because they misinterpret emergent processes as a kind of commonsense direct processes. To correct such a misconception requires a re-representation or a conceptual shift across ontological kinds. Therefore, misconceptions of emergent processes are robust because such a shift requires that students know about the emergent kind and can overcome their (perhaps even innate) predisposition to conceive of all processes as a direct kind. Such a domain-general explanation suggests that teaching students the causal structure underlying emergent processes may enable them to recognize and understand a variety of emergent processes for which they have robust misconceptions, such as concepts of electricity, heat and temperature, and evolution. Correspondence and requests for reprints should be sent to Michelene T. H. Chi, Learning Research

Cognitive science · Commonsense reasoning · Epistemology · Artificial Intelligence · Complex Systems and Decision Making · Computer Science · Philosophy · Philosophy and History of Science · Psychology · Science Education and Pedagogy

  • An Overview of Conceptual Change Theories

    Open Access•Gökhan Özdemir, Douglas B Clark•Eurasia Journal of Mathematics…•2007

  • Fostering general transfer with specific simulations

    Ji Y Son, Robert L Goldstone•Pragmatics & Cognition•2009

  • Conceptual Metaphor Meets Conceptual Change

    Open Access•Tamer G Amin•Human Development•2009

  • Conceptual Change in a Microcosm

    Open Access•Andrea A Disessa•Human Development•2017

  • Climate Literacy

    Open Access•Lesley‐ann L Dupigny‐giroux, Lesley‐Ann Dupigny‐Giroux•International Encyclopedia of…•2017

  • “The Coat Traps All Your Body Heat”

    Ann S Rosebery, Mark Ogonowski et al.•Journal of the Learning Sciences•2010

  • A macro-level analysis of SRL processes and their relations to the acquisition of a sophisticated mental model of a complex system

    Open Access•Jeffrey A Greene, Roger Azevedo•Contemporary Educational Psychology•2009

  • Fish Swim, Rocks Sit, and Lungs Breathe

    Cindy E Hmelo-Silve, Cindy E Hmelo-Silver et al.•Journal of the Learning Sciences•2007

  • Integrating computational thinking with K-12 science education using agent-based computation

    Open Access•Pratim Sengupta, John S Kinnebrew et al.•Education and Information…•2013

  • Where's the evidence that active learning works?

    Open Access•Joel Michael•Advances in Physiology Education•2006

  • Productive Failure

    Manu Kapur•Cognition and Instruction•2008

  • Cognitive load theory, educational research, and instructional design

    Open Access•Ton De Jong•Instructional Science•2010

  • La conceptualisation et la place des concepts pragmatiques dans l’activité professionnelle et le développement des compétences

    Open Access•Christine Vidal-­gomel, Janine Rogalski•Activites•2007

  • Effects of a digital training intervention on teacher strategies to address misconceptions in philosophy classes

    Open Access•Markus H Hefter, Markus Bohlmann•Humanities and Social Sciences…•2026

  • Decoding agent-based models supports students’ mechanistic and causal reasoning about scientific phenomena

    Open Access•Irene Lee, Irene A Lee et al.•International Journal of STEM…•2026

  • Decision-making in programmatic assessment is only a challenge when we make it one

    Open Access•Kelly Beekman, Lambert W Schuwirth•Advances in Health Sciences…•2026

  • From controlling agents to emergent patterns

    Open Access•Cornelia Averdunk, Jörg Zabel et al.•International Journal of Science…•2026

  • Responsible behaviour in the context of utility maximisation – An interview study on pupils’ business ethics conceptions

    Open Access•Victoria Estler, Taiga Brahm•Social Sciences & Humanities Open•2025

  • A Review Study on the Effect of Confusion With Its Role of Clarity on the Performance of College Student in Higher Education

    Open Access•Jhuma Saha, Naveen Kumar Swarnkar•ShodhKosh: Journal of Visual and…•2024

  • Facilitating Systems Thinking Through Arts-Based STEM Integration

    Open Access•Robert W Danielson, Elizabeth Grace et al.•Frontiers in Education•2022

  • Addressing sophisticated misconceptions

    Open Access•Yining Zhou, Kanwal Javed et al.•Frontiers in Education•2025

  • The effect of using different computational system modeling approaches on applying systems thinking

    Open Access•Emil Eidin, Jonathan Bowers et al.•Frontiers in Education•2023

  • Individualistic and collective causal knowledge structures for understanding sequential and emergent processes

    Open Access•Michelene T H Chi, T H Michelene•Frontiers in Education•2023

  • Teaching complexity in biology through agent-based simulations

    Open Access•Katherine M Miller, Susan A Yoon•Frontiers in Education•2023

  • Game and Simulation Stimulate Conceptual Change about Molecular Emergence in Different Ways, with Potential Cultural Implications

    Open Access•Andrea Gauthier•Education Sciences•2024

  • Existing and Emerging Students’ Alternative Ideas on Geodynamic Phenomena

    Open Access•Athanasia Bakopoulou, Assimina Antonarakou et al.•Education Sciences•2021

  • Young Children’s Ideas about Heat Transfer Phenomena

    Open Access•Angelika Pahl, Hans U Fuchs et al.•Education Sciences•2022

  • Heuristics Hindering the Development of Understanding of Molecular Structures in University Level Chemistry Education

    Open Access•Maarit Karonen, Mari Murtonen et al.•Education Sciences•2021

  • Verbal and on-screen peer interactions of EFL learners during multimodal collaborative writing

    Open Access•Anisa Cheung•Journal of Second Language Writing•2022

  • Invoking student resources in whole-class conversations in science education

    Open Access•Anniken Furberg, Kenneth Silseth•Journal of the Learning Sciences•2022

  • The effect of language on the coherence of children’s conceptions of force

    Dina B Masri, Dina Masri et al.•Journal of the Learning Sciences•2023

  • Exploring climate-friendly cities

    Qingna Jin, Mijung Kim et al.•International Journal of Science…•2025

  • What students’ diagrams reveal about their sense-making of plate tectonics in lower secondary science

    Felicity McLure, Mihye Won et al.•International Journal of Science…•2021

  • Teaching immunology in the 21st century

    Open Access•Merav Siani, Ilana Dubovi et al.•International Journal of Science…•2024

  • Teaching entropy to first-year undergraduates

    Vincent Natalis, Bernard Leyh•International Journal of Science…•2026

  • Conceptual Profile of Substance

    Open Access•Raúl Orduña Picón, Hannah Sevian et al.•Science & Education•2020

  • Long-Lasting Conceptual Change in Science Education

    Open Access•Xiaoshan Li, Yanyan Li et al.•Science & Education•2023

  • The Role of Physical and Computer-Based Experiences in Learning Science Using a Complex Systems Approach

    Open Access•Sigal Samon, Sharona T Levy•Science & Education•2021

  • The Heart is a Pump, a Dollhouse, a Car or a Ship

    Open Access•Elena Negrea-Busuioc, Diana Luiza Simion et al.•Science & Education•2025

  • Why We Eat Calories

    Open Access•Leslie J Atkins Elliott•Science & Education•2025

  • Conceptual Profile of Chemical Analysis

    Open Access•Maria Mavridi, Katerina Salta et al.•Science & Education•2026

  • Misconceptions in medicine, their origin and development in education and working life

    Open Access•Henny P A Boshuizen, Kosala N Marambe et al.•International Journal of…•2020

  • Listening to or looking at models

    Open Access•Ran Peleg, Orly Lahav et al.•Journal of Computer Assisted…•2024

  • Repairing Errors With Elaborative Feedback in Computerised Learning Environments

    Open Access•Tomas Martinez, Adolfo M García et al.•Journal of Computer Assisted…•2026

  • Understanding graphic representations of interaction at universities

    Open Access•Yolanda Postigo, María del Puy Pérez Echeverría et al.•Journal for the Study of…•2024

  • An online critical thinking course reduces misconceptions in the knowledge of personal trainers

    Daniel Jolley, Melissa Davis et al.•Studies in Continuing Education•2022

  • Razonamiento funcional y causal sobre el desequilibrio ecosistémico en estudiantes universitarios

    Open Access•Claudia Patricia Navarro-Roldan, Joan Gil-Contreras et al.•Educación y Humanismo•2020

  • Embodied cognition through participatory simulation and mathematical description

    Open Access•Paul Weinberg, Erika K Sorensen‐Weinberg•Science Education•2022

  • Developing an instrument to examine students' analogical modeling competence

    Open Access•Jing‐Wen Lin, Hsiu‐Yi Chao•Science Education•2024

  • Into the Black Box

    Open Access•Gur Arie Livni Alcasid, Michal Haskel‐Ittah•Journal of Research in Science…•2026

  • How students reason about matter flows and accumulations in complex biological phenomena

    Open Access•Emily E Scott, Jack Cerchiara et al.•Journal of Research in Science…•2023

  • Examining ontological and self-monitoring scaffolding to improve complex systems thinking with a participatory simulation

    Open Access•Christopher A Rates, Christopher Rates et al.•Instructional Science•2022

  • Elementary school students’ naïve conceptions and misconceptions about energy in physical education context

    Tan Zhang, Ang Chen et al.•Sport Education and Society•2017

  • Las relaciones entre la identidad y el Aprendizaje

    Amy L D Roberts, Amy Roberts•Culture and Education•2007

  • Exploring connections between identity and learning

    Amy L D Roberts, Amy Roberts•Culture and Education•2007

  • Assessing and enhancing university students’ knowledge integration in learning electromagnetic induction

    Open Access•Xie Li, Yi Li et al.•International Journal of Science…•2024

  • How the home learning environment contributes to children's early science knowledge—Associations with parental characteristics and science-related activities

    Open Access•Katharina Junge, Daniel Schmerse et al.•Early Childhood Research Quarterly•2021

  • Conceptual-Based Writing Exercises in a Circuit Analysis Course

    Open Access•James P Becker, Douglas J Hacker•IEEE Transactions on Education•2022

  • Vector

    Open Access•Charles F Bunting, Alan Cheville et al.•IEEE Transactions on Education•2009

  • Conceptual Gaps in Circuits Textbooks

    Open Access•Deepika Sangam, Brent K Jesiek et al.•IEEE Transactions on Education•2015

  • An Investigation Into the Understanding and Skills of First-Year Electrical Engineering Students

    Open Access•Chris R Smaill, Chris Smaill et al.•IEEE Transactions on Education•2012

  • Complex Systems in Education

    M J Jacobson, Uri Wilensky•Journal of the Learning Sciences•2006

  • The Implications of the Cognitive Sciences for the Relation Between Religion and Science Education

    Open Access•Stefaan Blancke, Johan De Smedt et al.•Science & Education•2011

  • Teachers' spatial literacy as visualization, reasoning, and communication

    Open Access•Deborah Moore‐russo, Deborah Moore-Russo et al.•Teaching and Teacher Education•2012

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    Martyn Stewart•Assessment & Evaluation in Higher…•2012

  • Enhancing Students Conceptual Understanding

    Open Access•Fikret Korur, Kevser Korumaz et al.•SAGE Open•2025

  • Knowledge Revision Processes in Refutation Texts

    Panayiota Kendeou, Erinn K Walsh et al.•Discourse Processes•2014

  • Discourse and Agency during Scaffolded Middle School Science Instruction

    Doug Lombardi, Ananya M Matewos et al.•Discourse Processes•2022

  • Readers' Use of Online Discrepancy Resolution Strategies

    Matthew T McCrudden•Discourse Processes•2012

  • Fragmented and conflicted

    Open Access•Eugen Fischer, Keith Allen et al.•Synthese•2023

  • Comprehension and Learning From Refutation and Expository Texts

    Open Access•Irene‐anna N Diakidoy, Irene‐anna Diakidoy et al.•Reading Research Quarterly•2011

  • Haptic Experiences Shift Students' Representational Gestures and Knowledge Resources

    Open Access•Xiaoyu Tang, Matthew Lira et al.•Journal of Research in Science…•2026

  • Constructing Aligned Assessments Using Automated Test Construction

    Open Access•Andrew C Porter, Andrew Porter et al.•Educational Researcher•2013

  • Accommodating Change

    Open Access•Eleanor R Anderson•American Educational Research…•2017

  • Reevaluating student-centred education

    Thomas Gennen•Educational Review•2025

  • Exploring the Challenges of Climate Science Literacy

    Open Access•Lesley‐ann L Dupigny‐giroux, Lesley‐Ann Dupigny‐Giroux•Geography Compass•2010

  • How Lay Cognition Constrains Scientific Cognition

    Open Access•Andrew Shtulman•Philosophy Compass•2015

  • Causal Cognition

    Dan Sperber, David Premack et al.•Causal Cognition•1996

  • Explanation and Cognition

    R A Wilson, Robert Anton Wilson et al.•Explanation and Cognition•2000

  • A Dynamic Systems Approach to the Development of Cognition and Action

    Esther Thelen, Linda B Smith•A Dynamic Systems Approach to the…•1994

  • Making Sense of Secondary Science

    Rosalind Driver, James Driver•Making Sense of Science•1994

  • Emergence From Chaos to Order

    John H Holland•Emergence•1998

  • Quantifying Qualitative Analyses of Verbal Data

    Michelene T H Chi, Michelene T H•Journal of the Learning Sciences•1997

  • Thinking in Levels

    Open Access•Uri Wilensky, Mitchel Resnick•Journal of Science Education and…•1999

  • Thinking Like a Wolf, a Sheep, or a Firefly

    Uri Wilensky, Kenneth Reisman•Cognition and Instruction•2006

  • Mental models of the earth

    Open Access•Stella Vosniadou, William F Brewer•Cognitive Psychology•1992

  • Thinking about Mechanisms

    Open Access•Peter Machamer, Lindley Darden et al.•Philosophy of Science•2000

  • Women, Fire, and Dangerous Things

    George Lakoff•Women, Fire, and Dangerous Things•1987

  • Structural ontology

    Open Access•Fred Sommers•philoSOPHIA•1971

  • Beyond the Centralized Mindset

    Mitchel Resnick•Journal of the Learning Sciences•1996

Unique citing works77
Citations per year3,85
Citation span2006 - 2026 (21)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 73

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