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Developing a multi‐year learning progression for carbon cycling in socio‐ecological systems
Abstract
This study reports on our steps toward achieving a conceptually coherent and empirically validated learning progression for carbon cycling in socio‐ecological systems. It describes an iterative process of designing and analyzing assessment and interview data from students in upper elementary through high school. The product of our development process—the learning progression itself—is a story about how learners from upper elementary grades through high school develop understanding in an important and complex domain: biogeochemical processes that transform carbon in socio‐ecological systems at multiple scales. These processes: (a) generate organic carbon (photosynthesis), (b) transform organic carbon (biosynthesis, digestion, food webs, carbon sequestration), and (c) oxidize organic carbon (cellular respiration, combustion). The primary cause of global climate change is the current worldwide imbalance among these processes. We identified Levels of Achievement, which described patterns in the way students made progress toward more sophisticated reasoning about these processes. Younger learners perceived a world where events occurred at a macroscopic scale and carbon sources, such as foods and fuels, were treated as enablers of life processes and combustion rather than sources of matter transformed by those processes. Students at the transitional levels—levels 2 and 3—traced matter in terms of materials changed by hidden mechanisms (level 2) or changed by chemical processes (level 3). More advanced students (level 4) used chemical models to trace matter through hierarchically organized systems that connected organisms and inanimate matter. Although level 4 reasoning is consistent with current national standards, few high school students reasoned this way consistently. We discuss further plans for conceptual and empirical validation of the learning progression. © 2009 Wiley Periodicals, Inc. J Res Sci Teach 46: 675–698, 2009
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Citations
Cites
Climate Change 2007: Mitigation of Climate Change
Change, I. P. O. C. (2007) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546013 · Cited by 7,729
Brown, A. L. (1992) · Journal of the Learning Sciences · doi:10.1207/s15327809jls0202_2 · Cited by 4,000
Conceptual Change in Childhood
Carey, S. E. (1985) · Medical Entomology and Zoology · Cited by 3,850
Design Experiments in Educational Research
Cobb, P., Confrey, J., diSessa, A., Lehrer, R., & Schauble, L. (2003) · Educational Researcher · doi:10.3102/0013189x032001009 · Cited by 3,548
Social Linguistics and Literacies: Ideology in Discourses
Hill, C., & Gee, J. P. (1993) · Language · doi:10.2307/416547 · Cited by 2,946
Taking science to school: learning and teaching science in grades K-8
(2008) · Choice Reviews Online · doi:10.5860/choice.45-3327 · Cited by 2,480
Force Dynamics in Language and Cognition
Talmy, L. (1988) · Cognitive Science · doi:10.1207/s15516709cog1201_2 · Cited by 2,024
National Science Education Standards
(1996) · Choice Reviews Online · doi:10.5860/choice.33-5683 · Cited by 1,835
Benchmarks for Science Literacy
McComas, W. F. (2014) · The Language of Science Education · doi:10.1007/978-94-6209-497-0_11 · Cited by 1,702
National Science Education Standards: (302882005-001)
The National Academy of Sciences; The Center for Education (1996) · PsycEXTRA Dataset · doi:10.1037/e302882005-001 · Cited by 1,555
Driver, R., Guesne, E., & Tiberghien, A. (1985) · HAL · Cited by 1,540
Human Appropriation of the Products of Photosynthesis
Vitousek, P. M., Ehrlich, P. R., Ehrlich, A. H., & Matson, P. A. (1986) · BioScience · doi:10.2307/1310258 · Cited by 1,505
International Handbook of Research on Conceptual Change
(2009) · Routledge eBooks · doi:10.4324/9780203874813 · Cited by 1,236
Toward a Design Science of Education
Collins, A. (1992) · New Directions in Educational Technology · doi:10.1007/978-3-642-77750-9_2 · Cited by 1,139
The Stuff of Thought: Language as a Window into Human Nature
(2008) · Library Review · doi:10.1108/00242530810865529 · Cited by 882
The stuff of thought: language as a window into human nature
(2008) · Choice Reviews Online · doi:10.5860/choice.45-6468 · Cited by 852
The Discovery of Global Warming: Revised and Expanded Edition
Weart, S. R. (2008) · Harvard University Press eBooks · doi:10.4159/9780674417557 · Cited by 831
Making Sense of Secondary Science: Research into children�s ideas
Driver, R. (1994) · Routledge eBooks · doi:10.4324/9780203823583 · Cited by 688
Fish Swim, Rocks Sit, and Lungs Breathe: Expert-Novice Understanding of Complex Systems
Hmelo-Silver, C. E., Marathe, S., & Liu, L. (2007) · Journal of the Learning Sciences · doi:10.1080/10508400701413401 · Cited by 460
Design Research in Education: Yes, but is it Methodological?
Kelly, A. (. (2004) · Journal of the Learning Sciences · doi:10.1207/s15327809jls1301_6 · Cited by 310
An Inconvenient Truth: The Planetary Emergency of Global Warming and What We Can Do About It
Lomri, A. (2007) · The Social Science Journal · doi:10.1016/j.soscij.2007.10.011 · Cited by 302
Andersson, B., & Wallin, A. (2000) · Journal of Research in Science Teaching · doi:10.1002/1098-2736(200012)37:10<1096::aid-tea4>3.0.co;2-8 · Cited by 236
Students' conceptions of chemical change
Hesse, J. J., & Anderson, C. W. (1992) · Journal of Research in Science Teaching · doi:10.1002/tea.3660290307 · Cited by 211
Self-citationStudents' misunderstandings and misconceptions in college freshman chemistry (general and organic)
Zoller, U. (1990) · Journal of Research in Science Teaching · doi:10.1002/tea.3660271011 · Cited by 195
The effects of instruction on college nonmajors' conceptions of respiration and photosynthesis
Anderson, C. W., Sheldon, T. H., & Dubay, J. (1990) · Journal of Research in Science Teaching · doi:10.1002/tea.3660270806 · Cited by 185
Self-citationUnderstanding cellular respiration: An analysis of conceptual change in college biology
Songer, C. J., & Mintzes, J. J. (1994) · Journal of Research in Science Teaching · doi:10.1002/tea.3660310605 · Cited by 166
Lin, C., & Hu, R. (2003) · International Journal of Science Education · doi:10.1080/0950069032000052045 · Cited by 159
Children's ideas about ecology 2: ideas found in children aged 5‐16 about the cycling of matter
Leach, J., Driver, R., Scott, P., & Wood‐Robinson, C. (1996) · International Journal of Science Education · doi:10.1080/0950069960180102 · Cited by 156
Assessing students' ability to trace matter in dynamic systems in cell biology.
Wilson, C. D., Anderson, C., Heidemann, M. K., Merrill, J. E., Merritt, B. W., Richmond, G., Sibley, D., & Parker, J. (2006) · CBE - Life Sciences Education · doi:10.1187/cbe.06-02-0142 · Cited by 136
Self-citationProgression in children's understanding of the matter concept from elementary to high school
Liu, X., & Lesniak, K. (2006) · Journal of Research in Science Teaching · doi:10.1002/tea.20114 · Cited by 133
Leach, J., Driver, R., Scott, P., & Wood‐Robinson, C. (1996) · International Journal of Science Education · doi:10.1080/0950069960180201 · Cited by 127
Representation of the cell and its processes in high school students: An integrated view
Flores-Camacho, F., Tovar, M. E., & Gallegos, L. I. F. (2003) · International Journal of Science Education · doi:10.1080/09500690210126793 · Cited by 123
Photosynthesis and 'inverse respiration' in plants: an inevitable misconception?
Cañal, P. (1999) · International Journal of Science Education · doi:10.1080/095006999290598 · Cited by 113
Children's understanding of substances, Part 2: Explaining chemical change
Johnson, P. (2002) · International Journal of Science Education · doi:10.1080/09500690110095339 · Cited by 109
Students' preconceptions of the nature of gases
Benson, D. L., Wittrock, M. C., & Baur, M. E. (1993) · Journal of Research in Science Teaching · doi:10.1002/tea.3660300607 · Cited by 107
The Embodied Nature of Implicit Theories: The Consistency of Ideas About the Nature of Matter
Pozo, J. I., & Crespo, M. Á. G. (2005) · Cognition and Instruction · doi:10.1207/s1532690xci2303_2 · Cited by 72
The pupil and the living cell: a taxonomy of dysfunctional ideas about an abstract idea
Dreyfus, A., & Jungwirth, E. (1989) · Journal of Biological Education · doi:10.1080/00219266.1989.9655024 · Cited by 60
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Singer, S., & Smith, K. A. (2013) · Journal of Engineering Education · doi:10.1002/jee.20030 · Cited by 835
Climate Change Education for Mitigation and Adaptation
Anderson, A. (2012) · Journal of Education for Sustainable Development · doi:10.1177/0973408212475199 · Cited by 489
Berland, L. K., & McNeill, K. L. (2010) · Science Education · doi:10.1002/sce.20402 · Cited by 481
Learning progressions and teaching sequences: a review and analysis
Duschl, R., Maeng, S., & Sezen, A. (2011) · Studies in Science Education · doi:10.1080/03057267.2011.604476 · Cited by 375
Wilson, C. D., Taylor, J. A., Kowalski, S. M., & Carlson, J. (2010) · Journal of Research in Science Teaching · doi:10.1002/tea.20329 · Cited by 339
Metadata
- Authors
- Mohan, L., Chen, J., & Anderson, C. W.
- Venue
- Journal of Research in Science Teaching
- Publisher
- Wiley
- Published
- 2009-07-07
- Volume
- 46
- Issue
- 6
- Pages
- 675-698
- ISSN
- 0022-4308 (ISSN-L)
- 1098-2736
- OpenAlex
- W2057610770
- Cited by
- 349
- References
- 37
- FWCI
- 87.32
- Type
- journal article
- Language
- en
- Open access
- closed
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