Promoting learning transfer in science through a complexity approach and computational modeling
This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied mi...
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Published in | Instructional science Vol. 51; no. 3; pp. 475 - 507 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Netherlands
01.06.2023
Springer Springer Nature B.V |
Subjects | |
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Abstract | This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied middle school students who modeled systemic phenomena using the Much.Matter.in.Motion (MMM) platform. A distinct innovation of this work is the complexity-based visual epistemic structure underpinning the Much.Matter.in.Motion (MMM) platform, which guided students' modeling of complex systems. This epistemic structure suggests that a complex system can be described and modeled by defining entities and assigning them (1) properties, (2) actions, and (3) interactions with each other and with their environment. In this study, we investigated students’ conceptual understanding of science, systems understanding, and CT. We also explored whether the complexity-based structure is transferable across different domains. The study employs a quasi-experimental, pretest-intervention-posttest-control comparison-group design, with 26 seventh-grade students in an experimental group, and 24 in a comparison group. Findings reveal that students who constructed computational models significantly improved their science conceptual knowledge, systems understanding, and CT. They also showed relatively high degrees of transfer—both near and far—with a medium effect size for the far transfer of learning. For the far-transfer items, their explanations included entities’ properties and interactions at the micro level. Finally, we found that learning CT and learning how to think complexly contribute independently to learning transfer, and that conceptual understanding in science impacts transfer only through the micro-level behaviors of entities in the system. A central theoretical contribution of this work is to offer a method for promoting far transfer. This method suggests using visual epistemic scaffolds of the general thinking processes we would like to support, as shown in the complexity-based structure on the MMM interface, and incorporating these visual structures into the core problem-solving activities. |
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AbstractList | This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied middle school students who modeled systemic phenomena using the Much.Matter.in.Motion (MMM) platform. A distinct innovation of this work is the complexity-based visual epistemic structure underpinning the Much.Matter.in.Motion (MMM) platform, which guided students' modeling of complex systems. This epistemic structure suggests that a complex system can be described and modeled by defining entities and assigning them (1) properties, (2) actions, and (3) interactions with each other and with their environment. In this study, we investigated students' conceptual understanding of science, systems understanding, and CT. We also explored whether the complexity-based structure is transferable across different domains. The study employs a quasi-experimental, pretest-intervention-posttest-control comparison-group design, with 26 seventh-grade students in an experimental group, and 24 in a comparison group. Findings reveal that students who constructed computational models significantly improved their science conceptual knowledge, systems understanding, and CT. They also showed relatively high degrees of transfer-both near and far-with a medium effect size for the far transfer of learning. For the far-transfer items, their explanations included entities' properties and interactions at the micro level. Finally, we found that learning CT and learning how to think complexly contribute independently to learning transfer, and that conceptual understanding in science impacts transfer only through the micro-level behaviors of entities in the system. A central theoretical contribution of this work is to offer a method for promoting far transfer. This method suggests using visual epistemic scaffolds of the general thinking processes we would like to support, as shown in the complexity-based structure on the MMM interface, and incorporating these visual structures into the core problem-solving activities. Supplementary InformationThe online version contains supplementary material available at 10.1007/s11251-023-09624-w. This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied middle school students who modeled systemic phenomena using the Much.Matter.in.Motion (MMM) platform. A distinct innovation of this work is the complexity-based visual epistemic structure underpinning the Much.Matter.in.Motion (MMM) platform, which guided students' modeling of complex systems. This epistemic structure suggests that a complex system can be described and modeled by defining entities and assigning them (1) properties, (2) actions, and (3) interactions with each other and with their environment. In this study, we investigated students’ conceptual understanding of science, systems understanding, and CT. We also explored whether the complexity-based structure is transferable across different domains. The study employs a quasi-experimental, pretest-intervention-posttest-control comparison-group design, with 26 seventh-grade students in an experimental group, and 24 in a comparison group. Findings reveal that students who constructed computational models significantly improved their science conceptual knowledge, systems understanding, and CT. They also showed relatively high degrees of transfer—both near and far—with a medium effect size for the far transfer of learning. For the far-transfer items, their explanations included entities’ properties and interactions at the micro level. Finally, we found that learning CT and learning how to think complexly contribute independently to learning transfer, and that conceptual understanding in science impacts transfer only through the micro-level behaviors of entities in the system. A central theoretical contribution of this work is to offer a method for promoting far transfer. This method suggests using visual epistemic scaffolds of the general thinking processes we would like to support, as shown in the complexity-based structure on the MMM interface, and incorporating these visual structures into the core problem-solving activities. This article concerns the synergy between science learning, understanding complexity, and computational thinking (CT), and their impact on near and far learning transfer. The potential relationship between computer-based model construction and knowledge transfer has yet to be explored. We studied middle school students who modeled systemic phenomena using the Much.Matter.in.Motion (MMM) platform. A distinct innovation of this work is the complexity-based visual epistemic structure underpinning the Much.Matter.in.Motion (MMM) platform, which guided students' modeling of complex systems. This epistemic structure suggests that a complex system can be described and modeled by defining entities and assigning them (1) properties, (2) actions, and (3) interactions with each other and with their environment. In this study, we investigated students' conceptual understanding of science, systems understanding, and CT. We also explored whether the complexity-based structure is transferable across different domains. The study employs a quasi-experimental, pretest-intervention-posttest-control comparison-group design, with 26 seventh-grade students in an experimental group, and 24 in a comparison group. Findings reveal that students who constructed computational models significantly improved their science conceptual knowledge, systems understanding, and CT. They also showed relatively high degrees of transfer-both near and far-with a medium effect size for the far transfer of learning. For the far-transfer items, their explanations included entities' properties and interactions at the micro level. Finally, we found that learning CT and learning how to think complexly contribute independently to learning transfer, and that conceptual understanding in science impacts transfer only through the micro-level behaviors of entities in the system. A central theoretical contribution of this work is to offer a method for promoting far transfer. This method suggests using visual epistemic scaffolds of the general thinking processes we would like to support, as shown in the complexity-based structure on the MMM interface, and incorporating these visual structures into the core problem-solving activities. The online version contains supplementary material available at 10.1007/s11251-023-09624-w. |
Audience | Middle Schools Junior High Schools Secondary Education |
Author | Hel-Or, Hagit Levy, Sharona T. Saba, Janan |
Author_xml | – sequence: 1 givenname: Janan orcidid: 0000-0001-9211-3114 surname: Saba fullname: Saba, Janan email: janansaba3@gmail.com organization: Faculty of Education, University of Haifa – sequence: 2 givenname: Hagit surname: Hel-Or fullname: Hel-Or, Hagit organization: Department of Computer Science, University of Haifa – sequence: 3 givenname: Sharona T. surname: Levy fullname: Levy, Sharona T. organization: Faculty of Education, University of Haifa |
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Cites_doi | 10.1002/sce.21217 10.1007/s10956-019-09804-9 10.1037/h0026256 10.1007/s10956-009-9145-7 10.1145/1539024.1508931 10.1017/CBO9780511609268 10.1186/s12912-019-0376-5 10.7551/mitpress/1786.001.0001 10.1007/s10956-015-9552-x 10.1002/sce.21301 10.1111/tops.12278 10.1007/978-94-010-0876-1_1 10.1207/s15327809jls1504_1 10.1080/09500693.2019.1613583 10.1007/s11165-011-9245-2 10.1007/s10956-015-9581-5 10.1002/tea.20297 10.1007/s10956-017-9713-1 10.1145/1118178.1118215 10.1007/s10956-016-9663-z 10.1037/0022-0663.95.2.293 10.1080/10986065.2018.1403543 10.1145/2998438 10.1080/09500690903503096 10.1207/s15327809jls1504_3 10.1007/s11191-011-9379-7 10.1007/978-3-319-07221-0_59 10.1007/s10758-009-9148-8 10.1080/095006900416839 10.1119/1.17295 10.1080/00461520.2012.695709 10.1207/s1532690xci2402_1 10.1080/00461520.2012.696438 10.1207/s15326985ep2402_1 10.1037/0033-2909.128.4.612 10.3102/0091732X024001061 10.1007/s10758-009-9144-z 10.1111/bjet.12885 10.1371/journal.pone.0177257 10.1037/0033-295X.110.2.220 10.1016/S0010-0285(02)00519-4 10.1145/1592761.1592779 10.1017/CBO9781139049580.005 10.1186/s41039-016-0036-2 10.1080/10508400802394898 10.1207/s15516709cog0702_3 10.1002/sce.21157 10.7551/mitpress/3374.001.0001 10.1177/0963721417712760 10.1016/0010-0285(83)90002-6 10.1007/s10758-014-9214-8 10.1080/13803610802481265 10.1080/10508406.2018.1491852 10.1007/s10639-012-9240-x 10.1007/978-94-007-0449-7_7 10.1007/978-981-13-6528-7_12 10.3102/0013189X12463051 10.1007/s40751-016-0019-3 10.1111/j.1750-8606.2011.00171.x 10.1023/A:1009421303064 10.1080/1049482940040101 10.1145/2771839.2771860 10.1145/2157136.2157200 10.1017/CBO9780511816833.023 10.1093/oso/9780198504092.001.0001 10.1007/978-3-030-52237-7_48 10.1080/10494820.2021.1919905 |
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Keywords | Computational thinking Science learning Modelling Technology Complex systems Transfer of learning |
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References | Broudy, Anderson, Spiro, Montague (CR14) 1977 Holland (CR44) 1998 Pei, Weintrop, Wilensky (CR69) 2018; 20 Perkins, Salomon (CR70) 1992; 2 Liu, Hmelo-Silver (CR60) 2009; 46 Wagh, Wilensky (CR85) 2018; 27 Blikstein, Wilensky (CR10) 2009; 14 Levy, Saba, Hel-Or (CR58) 2019 CR76 Lobato (CR61) 2006; 15 Hustad, Johannesen, Fossum, Hovland (CR48) 2019; 18 Berland, Wilensky (CR9) 2015 Holbert, Wilensky (CR100) 2014; 19 Rha (CR73) 2007; 8 Jaipal-Jamani, Angeli (CR51) 2017; 26 Wing (CR93) 2006; 49 Margulieux, Catrambone (CR64) 2019; 28 Eilam, Poyas (CR24) 2010; 32 Cohen (CR17) 1968; 70 CR8 Malkiewich, Chase (CR63) 2019; 41 Denning (CR22) 2017; 60 Gadanidis, Hughes, Minniti, White (CR28) 2016 (CR67) 2011 Falloon (CR26) 2020; 51 Gick, Holyoak (CR32) 1983; 15 Kaput, Schoenfeld (CR53) 1994 diSessa (CR23) 2000 CR46 Sengupta, Wilensky, Khine, Saleh (CR81) 2011 CR89 CR88 Bransford, Schwartz (CR12) 1999; 24 DICKES, SENGUPTA, FARRIS, BASU (CR103) 2016; 100 Basu, Biswas, Sengupta, Dickes, Kinnebrew, Clark (CR6) 2016; 11 CR86 Hambrusch, Hoffmann, Korb, Haugan, Hosking (CR43) 2009; 41 Levy, Saba, Hel-Or (CR57) 2018 Resnick, Maloney, Monroy-Hernández, Rusk, Eastmond, Brennan, Millner, Rosenbaum, Silver, Silverman, Kafai (CR72) 2009; 52 Levy, Wilensky (CR59) 2009; 18 Gilbert, Boulter, Elmer, Gilbert, Boulter (CR33) 2000 Day, Goldstone (CR21) 2012; 47 Klahr, Chen (CR54) 2011; 5 Fuchs, Fuchs, Prentice, Burch, Hamlett, Owen, Hosp, Jancek (CR27) 2003; 95 Zhang, Biswas, Kong, Abelson (CR95) 2019 Salomon, Perkins (CR78) 1989; 24 Gentner, Hoyos (CR31) 2017; 9 Wilensky, Reisman (CR90) 2006; 24 Thorndike (CR83) 1906 Assaraf, Dodick, Tripto (CR2) 2013; 43 Ahn (CR1) 2002; 66 CR13 Gobert, Buckley (CR34) 2000; 22 Marton (CR65) 2006; 15 CR99 Lave (CR55) 1988 CR98 van Mil, Boerwinkel, Waarlo (CR101) 2013; 22 CR97 Bar-Yam (CR5) 2003 CR96 Chi, VanLehn (CR16) 2012; 47 Wilensky, Resnick (CR91) 1999; 8 CR94 Sala, Gobet (CR77) 2017; 26 Wilkerson-Jerde, Wagh, Wilensky (CR92) 2015; 99 Gentner (CR30) 1983; 7 (CR68) 2013 Grover, Pea (CR39) 2013; 42 Goel, Rugaber, Vattam (CR35) 2009; 23 Barnett, Ceci (CR3) 2002; 128 Rosholm, Mikkelsen, Gumede (CR74) 2017 Hutchins, Biswas, Maróti, Lédeczi, Grover, Wolf, Blair, Chin, Conlin, Basu, McElhaney, McElhaney (CR49) 2020; 29 Sengupta, Wilensky (CR102) 2009; 14 Redish, Wilson (CR71) 1993; 61 Sengupta, Kinnebrew, Basu, Biswas, Clark (CR80) 2013; 18 Hummel, Holyoak (CR47) 2003; 110 VanLehn, Chi, Durlach, Lesgold (CR84) 2012 Terwel, van Oers, van Dijk, van den eeden, P. (CR82) 2009; 15 Weintrop, Beheshti, Horn, Orton, Jona, Trouille, Wilensky (CR87) 2016; 25 Cooper, Dann, Pausch (CR18) 2000; 15 CR66 Basu, Kinnebrew, Biswas, Trausan-Matu, Boyer, Crosby, Panourgia (CR7) 2014 Creswell (CR19) 2012 Guzdial (CR40) 1995; 4 Catrambone, Holyoak (CR15) 1989; 15 Bransford, Brown, Cocking (CR11) 2000 Goldstone, Wilensky (CR38) 2008; 17 Goldstone, Sakamoto (CR36) 2003; 46 Samon, Levy (CR79) 2017; 101 Epstein, Axtell (CR25) 1996 U Wilensky (9624_CR90) 2006; 24 SM Barnett (9624_CR3) 2002; 128 S Samon (9624_CR79) 2017; 101 J Holland (9624_CR44) 1998 9624_CR88 9624_CR8 9624_CR86 G Gadanidis (9624_CR28) 2016 D Gentner (9624_CR30) 1983; 7 AK Goel (9624_CR35) 2009; 23 JM Wing (9624_CR93) 2006; 49 MT Chi (9624_CR16) 2012; 47 RL Goldstone (9624_CR38) 2008; 17 M Wilkerson-Jerde (9624_CR92) 2015; 99 National Research Council (9624_CR67) 2011 S Basu (9624_CR7) 2014 9624_CR89 RL Goldstone (9624_CR36) 2003; 46 9624_CR46 PJ Denning (9624_CR22) 2017; 60 LE Margulieux (9624_CR64) 2019; 28 J Hustad (9624_CR48) 2019; 18 NGSS Lead States (9624_CR68) 2013 9624_CR94 OBZ Assaraf (9624_CR2) 2013; 43 JW Creswell (9624_CR19) 2012 9624_CR98 9624_CR99 JE Hummel (9624_CR47) 2003; 110 9624_CR96 ST Levy (9624_CR59) 2009; 18 S Grover (9624_CR39) 2013; 42 9624_CR97 R Catrambone (9624_CR15) 1989; 15 J Lobato (9624_CR61) 2006; 15 ST Levy (9624_CR58) 2019 J Cohen (9624_CR17) 1968; 70 SB Day (9624_CR21) 2012; 47 I Rha (9624_CR73) 2007; 8 JK Gilbert (9624_CR33) 2000 JD Gobert (9624_CR34) 2000; 22 S Cooper (9624_CR18) 2000; 15 9624_CR13 D Weintrop (9624_CR87) 2016; 25 P Sengupta (9624_CR81) 2011 U Wilensky (9624_CR91) 1999; 8 M Berland (9624_CR9) 2015 Y Bar-Yam (9624_CR5) 2003 (9624_CR11) 2000 9624_CR66 C Pei (9624_CR69) 2018; 20 AA diSessa (9624_CR23) 2000 B Eilam (9624_CR24) 2010; 32 NM Hutchins (9624_CR49) 2020; 29 P Sengupta (9624_CR80) 2013; 18 HS Broudy (9624_CR14) 1977 J Epstein (9624_CR25) 1996 M Rosholm (9624_CR74) 2017 G Falloon (9624_CR26) 2020; 51 L Liu (9624_CR60) 2009; 46 Marc H. W. van Mil (9624_CR101) 2013; 22 J Ahn (9624_CR1) 2002; 66 P Blikstein (9624_CR10) 2009; 14 AMANDA CATHERINE DICKES (9624_CR103) 2016; 100 EF Redish (9624_CR71) 1993; 61 G Sala (9624_CR77) 2017; 26 LS Fuchs (9624_CR27) 2003; 95 M Resnick (9624_CR72) 2009; 52 S Basu (9624_CR6) 2016; 11 ML Gick (9624_CR32) 1983; 15 K Jaipal-Jamani (9624_CR51) 2017; 26 K VanLehn (9624_CR84) 2012 J Terwel (9624_CR82) 2009; 15 JD Bransford (9624_CR12) 1999; 24 J Lave (9624_CR55) 1988 A Wagh (9624_CR85) 2018; 27 N Zhang (9624_CR95) 2019 9624_CR76 G Salomon (9624_CR78) 1989; 24 S Hambrusch (9624_CR43) 2009; 41 Nathan R. Holbert (9624_CR100) 2014; 19 J Kaput (9624_CR53) 1994 Pratim Sengupta (9624_CR102) 2009; 14 ST Levy (9624_CR57) 2018 D Gentner (9624_CR31) 2017; 9 M Guzdial (9624_CR40) 1995; 4 EL Thorndike (9624_CR83) 1906 D Klahr (9624_CR54) 2011; 5 DN Perkins (9624_CR70) 1992; 2 LJ Malkiewich (9624_CR63) 2019; 41 F Marton (9624_CR65) 2006; 15 |
References_xml | – volume: 100 start-page: 734 issue: 4 year: 2016 end-page: 776 ident: CR103 article-title: Development of Mechanistic Reasoning and Multilevel Explanations of Ecology in Third Grade Using Agent-Based Models publication-title: Science Education doi: 10.1002/sce.21217 contributor: fullname: BASU – year: 2018 ident: CR57 article-title: Much.Matter.in.Motion: Widget-based platform for constructing computational models in science publication-title: Systems learning & development Lab (SLDL) contributor: fullname: Hel-Or – ident: CR97 – volume: 29 start-page: 83 issue: 1 year: 2020 end-page: 100 ident: CR49 article-title: C2STEM: A system for synergistic learning of physics and computational thinking publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-019-09804-9 contributor: fullname: McElhaney – volume: 70 start-page: 213 issue: 4 year: 1968 ident: CR17 article-title: Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit publication-title: Psychological Bulletin doi: 10.1037/h0026256 contributor: fullname: Cohen – volume: 18 start-page: 243 issue: 3 year: 2009 end-page: 254 ident: CR59 article-title: Students’ learning with the connected chemistry (CC1) curriculum: navigating the complexities of the particulate world publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-009-9145-7 contributor: fullname: Wilensky – year: 1998 ident: CR44 publication-title: Emergence: From chaos to order contributor: fullname: Holland – volume: 23 start-page: 23 issue: 1 year: 2009 end-page: 35 ident: CR35 article-title: Structure, behavior, and function of complex systems: The structure, behavior, and function modeling language publication-title: AI Edam contributor: fullname: Vattam – volume: 41 start-page: 183 issue: 1 year: 2009 end-page: 187 ident: CR43 article-title: A multidisciplinary approach towards computational thinking for science majors publication-title: ACM SIGCSE Bulletin doi: 10.1145/1539024.1508931 contributor: fullname: Hosking – year: 1988 ident: CR55 publication-title: Cognition in practice doi: 10.1017/CBO9780511609268 contributor: fullname: Lave – volume: 18 start-page: 1 issue: 1 year: 2019 end-page: 8 ident: CR48 article-title: Nursing students’ transfer of learning outcomes from simulation-based training to clinical practice: A focus-group study publication-title: BMC Nursing doi: 10.1186/s12912-019-0376-5 contributor: fullname: Hovland – year: 2000 ident: CR23 publication-title: Changing minds: Computers, learning, and literacy doi: 10.7551/mitpress/1786.001.0001 contributor: fullname: diSessa – ident: CR8 – year: 2015 ident: CR9 article-title: Comparing virtual and physical robotics environments for supporting complex systems and computational thinking publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-015-9552-x contributor: fullname: Wilensky – volume: 101 start-page: 985 issue: 6 year: 2017 end-page: 1014 ident: CR79 article-title: Micro–macro compatibility: When does a complex systems approach strongly benefit science learning? publication-title: Science Education doi: 10.1002/sce.21301 contributor: fullname: Levy – volume: 9 start-page: 672 issue: 3 year: 2017 end-page: 693 ident: CR31 article-title: Analogy and abstraction publication-title: Topics in Cognitive Science doi: 10.1111/tops.12278 contributor: fullname: Hoyos – volume: 2 start-page: 6452 year: 1992 end-page: 6457 ident: CR70 article-title: Transfer of learning publication-title: International Encyclopedia of Education contributor: fullname: Salomon – start-page: 3 year: 2000 end-page: 17 ident: CR33 article-title: Positioning models in science education and in design and technology education publication-title: Developing models in science education doi: 10.1007/978-94-010-0876-1_1 contributor: fullname: Boulter – volume: 15 start-page: 431 issue: 4 year: 2006 end-page: 449 ident: CR61 article-title: Alternative perspectives on the transfer of learning: History, issues, and challenges for future research publication-title: Journal of the Learning Sciences doi: 10.1207/s15327809jls1504_1 contributor: fullname: Lobato – volume: 41 start-page: 1475 issue: 11 year: 2019 end-page: 1495 ident: CR63 article-title: Focusing processes: Potential pathways for transfer of science concepts from an engineering task publication-title: International Journal of Science Education doi: 10.1080/09500693.2019.1613583 contributor: fullname: Chase – volume: 43 start-page: 33 issue: 1 year: 2013 end-page: 56 ident: CR2 article-title: High school students’ understanding of the human body system publication-title: Research in Science Education doi: 10.1007/s11165-011-9245-2 contributor: fullname: Tripto – year: 2012 ident: CR19 publication-title: Educational research: Planning, conducting, and evaluating quantitative and qualitative research contributor: fullname: Creswell – ident: CR46 – volume: 25 start-page: 127 issue: 1 year: 2016 end-page: 147 ident: CR87 article-title: Defining computational thinking for mathematics and science classrooms publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-015-9581-5 contributor: fullname: Wilensky – volume: 46 start-page: 1023 issue: 9 year: 2009 end-page: 1040 ident: CR60 article-title: Promoting complex systems learning through the use of conceptual representations in hypermedia publication-title: Journal of Research in Science Teaching doi: 10.1002/tea.20297 contributor: fullname: Hmelo-Silver – volume: 27 start-page: 131 issue: 2 year: 2018 end-page: 146 ident: CR85 article-title: EvoBuild: A quickstart toolkit for programming agent-based models of evolutionary processes publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-017-9713-1 contributor: fullname: Wilensky – ident: CR96 – ident: CR88 – volume: 49 start-page: 33 issue: 3 year: 2006 end-page: 35 ident: CR93 article-title: Computational thinking publication-title: Communications of the ACM doi: 10.1145/1118178.1118215 contributor: fullname: Wing – volume: 26 start-page: 175 issue: 2 year: 2017 end-page: 192 ident: CR51 article-title: Effect of robotics on elementary preservice teachers’ self-efficacy, science learning, and computational thinking publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-016-9663-z contributor: fullname: Angeli – year: 2019 ident: CR58 article-title: Much.Matter.in.Motion: Widget-based platform for constructing computational models in science publication-title: Systems learning & development Lab (SLDL) contributor: fullname: Hel-Or – start-page: 1 year: 1977 end-page: 17 ident: CR14 article-title: Types of knowledge and purposes of education publication-title: Schooling and the acquisition of knowledge contributor: fullname: Montague – volume: 95 start-page: 293 issue: 2 year: 2003 end-page: 305 ident: CR27 article-title: Explicitly teaching for transfer: Effects on third-grade students’ mathematical problem solving publication-title: Journal of Educational Psychology doi: 10.1037/0022-0663.95.2.293 contributor: fullname: Jancek – volume: 20 start-page: 75 issue: 1 year: 2018 end-page: 89 ident: CR69 article-title: Cultivating computational thinking practices and mathematical habits of mind in Lattice Land publication-title: Mathematical Thinking and Learning doi: 10.1080/10986065.2018.1403543 contributor: fullname: Wilensky – ident: CR99 – year: 1906 ident: CR83 publication-title: Principles of teaching contributor: fullname: Thorndike – volume: 60 start-page: 33 issue: 6 year: 2017 end-page: 39 ident: CR22 article-title: Remaining trouble spots with computational thinking publication-title: Communications of the ACM doi: 10.1145/2998438 contributor: fullname: Denning – volume: 32 start-page: 2335 issue: 17 year: 2010 end-page: 2366 ident: CR24 article-title: External visual representations in science learning: The case of relations among system components publication-title: International Journal of Science Education doi: 10.1080/09500690903503096 contributor: fullname: Poyas – volume: 15 start-page: 501 year: 2006 end-page: 538 ident: CR65 article-title: Sameness and differences in transfer publication-title: Journal of the Learning Sciences doi: 10.1207/s15327809jls1504_3 contributor: fullname: Marton – volume: 22 start-page: 93 issue: 1 year: 2013 end-page: 118 ident: CR101 article-title: Modelling Molecular Mechanisms: A Framework of Scientific Reasoning to Construct Molecular-Level Explanations for Cellular Behaviour publication-title: Science & Education doi: 10.1007/s11191-011-9379-7 contributor: fullname: Waarlo – start-page: 476 year: 2014 end-page: 481 ident: CR7 article-title: Assessing student performance in a computational-thinking based science learning environment publication-title: International conference on intelligent tutoring systems doi: 10.1007/978-3-319-07221-0_59 contributor: fullname: Panourgia – volume: 14 start-page: 81 issue: 1 year: 2009 end-page: 119 ident: CR10 article-title: An atom is known by the company it keeps: A constructionist learning environment for materials science using multi-agent simulation publication-title: International Journal of Computers for Mathematical Learning doi: 10.1007/s10758-009-9148-8 contributor: fullname: Wilensky – volume: 15 start-page: 1147 year: 1989 end-page: 1156 ident: CR15 article-title: Overcoming contextual limitations on problem-solving transfer publication-title: Journal of Experimental Psychology: Learning, Memory, and Cognition contributor: fullname: Holyoak – volume: 22 start-page: 891 issue: 9 year: 2000 end-page: 894 ident: CR34 article-title: Introduction to model-based teaching and learning in science education publication-title: International Journal of Science Education doi: 10.1080/095006900416839 contributor: fullname: Buckley – ident: CR66 – volume: 61 start-page: 222 issue: 3 year: 1993 end-page: 232 ident: CR71 article-title: Student programming in the introductory physics course: MUPPET publication-title: American Journal of Physics doi: 10.1119/1.17295 contributor: fullname: Wilson – volume: 47 start-page: 177 issue: 3 year: 2012 end-page: 188 ident: CR16 article-title: Seeing deep structure from the interactions of surface features publication-title: Educational Psychologist doi: 10.1080/00461520.2012.695709 contributor: fullname: VanLehn – volume: 24 start-page: 171 issue: 2 year: 2006 end-page: 209 ident: CR90 article-title: Thinking like a wolf, a sheep, or a firefly: Learning biology through constructing and testing computational theories—an embodied modeling approach publication-title: Cognition and Instruction doi: 10.1207/s1532690xci2402_1 contributor: fullname: Reisman – ident: CR89 – volume: 47 start-page: 153 issue: 3 year: 2012 end-page: 176 ident: CR21 article-title: The import of knowledge export: Connecting findings and theories of transfer of learning publication-title: Educational Psychologist doi: 10.1080/00461520.2012.696438 contributor: fullname: Goldstone – volume: 24 start-page: 113 issue: 2 year: 1989 end-page: 142 ident: CR78 article-title: Rocky roads to transfer: Rethinking mechanism of a neglected phenomenon publication-title: Educational Psychologist doi: 10.1207/s15326985ep2402_1 contributor: fullname: Perkins – volume: 128 start-page: 612 issue: 4 year: 2002 end-page: 637 ident: CR3 article-title: When and where do we apply what we learn?: A taxonomy for far transfer publication-title: Psychological Bulletin doi: 10.1037/0033-2909.128.4.612 contributor: fullname: Ceci – volume: 15 start-page: 107 issue: 5 year: 2000 end-page: 116 ident: CR18 article-title: Alice: A 3-D tool for introductory programming concepts publication-title: Journal of Computing Sciences in Colleges contributor: fullname: Pausch – volume: 24 start-page: 61 issue: 1 year: 1999 end-page: 100 ident: CR12 article-title: Chapter 3: Rethinking transfer: A simple proposal with multiple implications publication-title: Review of Research in Education doi: 10.3102/0091732X024001061 contributor: fullname: Schwartz – ident: CR86 – start-page: 77 year: 1994 end-page: 156 ident: CR53 article-title: Democratizing access to calculus: New routes using old routes publication-title: Mathematical thinking and problem solving contributor: fullname: Schoenfeld – volume: 14 start-page: 21 issue: 1 year: 2009 end-page: 50 ident: CR102 article-title: Learning Electricity with NIELS: Thinking with Electrons and Thinking in Levels publication-title: International Journal of Computers for Mathematical Learning doi: 10.1007/s10758-009-9144-z contributor: fullname: Wilensky – ident: CR98 – year: 2000 ident: CR11 publication-title: How people learn: Brain, mind, experience, and school expanded contributor: fullname: Cocking – volume: 51 start-page: 778 issue: 3 year: 2020 end-page: 797 ident: CR26 article-title: From simulations to real: Investigating young students’ learning and transfer from simulations to real tasks publication-title: British Journal of Educational Technology doi: 10.1111/bjet.12885 contributor: fullname: Falloon – year: 2017 ident: CR74 article-title: Your move: The effect of chess on mathematics test scores publication-title: PLoS ONE doi: 10.1371/journal.pone.0177257 contributor: fullname: Gumede – volume: 110 start-page: 220 issue: 2 year: 2003 ident: CR47 article-title: A symbolic-connectionist theory of relational inference and generalization publication-title: Psychological Review doi: 10.1037/0033-295X.110.2.220 contributor: fullname: Holyoak – volume: 8 start-page: 1 issue: 1 year: 2007 end-page: 16 ident: CR73 article-title: Human visual intelligence and the new territory of educational technology research publication-title: Educational Technology International contributor: fullname: Rha – ident: CR94 – volume: 46 start-page: 414 issue: 4 year: 2003 end-page: 466 ident: CR36 article-title: The transfer of abstract principles governing complex adaptive systems publication-title: Cognitive Psychology doi: 10.1016/S0010-0285(02)00519-4 contributor: fullname: Sakamoto – volume: 52 start-page: 60 issue: 11 year: 2009 end-page: 67 ident: CR72 article-title: Scratch: Programming for all publication-title: Communications of the ACM doi: 10.1145/1592761.1592779 contributor: fullname: Kafai – start-page: 28 year: 2012 end-page: 45 ident: CR84 article-title: Adaptive expertise as acceleration of future learning: A case study publication-title: Adaptive technologies for training and education doi: 10.1017/CBO9781139049580.005 contributor: fullname: Lesgold – volume: 11 start-page: 1 issue: 1 year: 2016 end-page: 35 ident: CR6 article-title: Identifying middle school students’ challenges in computational thinking-based science learning publication-title: Research and Practice in Technology Enhanced Learning doi: 10.1186/s41039-016-0036-2 contributor: fullname: Clark – volume: 17 start-page: 465 issue: 4 year: 2008 end-page: 516 ident: CR38 article-title: Promoting transfer by grounding complex systems principles publication-title: The Journal of the Learning Sciences doi: 10.1080/10508400802394898 contributor: fullname: Wilensky – volume: 7 start-page: 155 issue: 2 year: 1983 end-page: 170 ident: CR30 article-title: Structure-mapping: A theoretical framework for analogy publication-title: Cognitive Science doi: 10.1207/s15516709cog0702_3 contributor: fullname: Gentner – year: 2011 ident: CR67 publication-title: Committee for the Workshops on Computational Thinking: Report of a workshop of pedagogical aspects of computational thinking – volume: 99 start-page: 465 issue: 3 year: 2015 end-page: 499 ident: CR92 article-title: Balancing curricular and pedagogical needs in computational construction kits: Lessons from the DeltaTick project publication-title: Science Education doi: 10.1002/sce.21157 contributor: fullname: Wilensky – year: 1996 ident: CR25 publication-title: Growing artificial societies: Social science from the bottom up doi: 10.7551/mitpress/3374.001.0001 contributor: fullname: Axtell – volume: 26 start-page: 515 issue: 6 year: 2017 end-page: 520 ident: CR77 article-title: Does far transfer exist? Negative evidence from chess, music, and working memory training publication-title: Current Directions in Psychological Science doi: 10.1177/0963721417712760 contributor: fullname: Gobet – volume: 15 start-page: 1 year: 1983 end-page: 38 ident: CR32 article-title: Schema induction and analogical transfer publication-title: Cognitive Psychology doi: 10.1016/0010-0285(83)90002-6 contributor: fullname: Holyoak – volume: 19 start-page: 53 issue: 1-2 year: 2014 end-page: 79 ident: CR100 article-title: Constructible Authentic Representations: Designing Video Games that Enable Players to Utilize Knowledge Developed In-Game to Reason About Science publication-title: Technology, Knowledge and Learning doi: 10.1007/s10758-014-9214-8 contributor: fullname: Wilensky – volume: 15 start-page: 25 issue: 1 year: 2009 end-page: 44 ident: CR82 article-title: Are representations to be provided or generated in primary mathematics education? publication-title: Effects on Transfer, Educational Research and Evaluation doi: 10.1080/13803610802481265 contributor: fullname: van den eeden, P. – volume: 28 start-page: 108 issue: 1 year: 2019 end-page: 151 ident: CR64 article-title: Finding the best types of guidance for constructing self-explanations of subgoals in programming publication-title: Journal of the Learning Sciences doi: 10.1080/10508406.2018.1491852 contributor: fullname: Catrambone – ident: CR13 – volume: 18 start-page: 351 issue: 2 year: 2013 end-page: 380 ident: CR80 article-title: Integrating computational thinking with K-12 science education using agent-based computation: A theoretical framework publication-title: Education and Information Technologies doi: 10.1007/s10639-012-9240-x contributor: fullname: Clark – year: 2013 ident: CR68 publication-title: Next generation science standards: For states, by states – start-page: 141 year: 2011 end-page: 171 ident: CR81 article-title: Lowering the learning threshold: Multi-agent-based models and learning electricity publication-title: Dynamic modeling: Cognitive tool for scientific inquiry doi: 10.1007/978-94-007-0449-7_7 contributor: fullname: Saleh – volume: 66 start-page: 37 issue: 1 year: 2002 end-page: 41 ident: CR1 article-title: Beyond single equation regression analysis: Path analysis and multi-stage regression analysis publication-title: American Journal of Pharmaceutical Education contributor: fullname: Ahn – start-page: 203 year: 2019 end-page: 221 ident: CR95 article-title: Defining and assessing students’ computational thinking in a learning by modeling environment publication-title: Computational thinking education doi: 10.1007/978-981-13-6528-7_12 contributor: fullname: Abelson – year: 2003 ident: CR5 publication-title: Dynamics of complex systems contributor: fullname: Bar-Yam – volume: 42 start-page: 38 issue: 1 year: 2013 end-page: 43 ident: CR39 article-title: Computational thinking in K-12: A review of the state of the field publication-title: Educational Researcher doi: 10.3102/0013189X12463051 contributor: fullname: Pea – year: 2016 ident: CR28 article-title: Computational thinking, grade 1 students and the binomial theorem publication-title: Digital Experiences in Mathematics Education doi: 10.1007/s40751-016-0019-3 contributor: fullname: White – ident: CR76 – volume: 5 start-page: 196 issue: 3 year: 2011 end-page: 204 ident: CR54 article-title: Finding one’s place in transfer space publication-title: Child Development Perspectives doi: 10.1111/j.1750-8606.2011.00171.x contributor: fullname: Chen – volume: 8 start-page: 3 issue: 1 year: 1999 end-page: 19 ident: CR91 article-title: Thinking in levels: A dynamic systems perspective to making sense of the world publication-title: Journal of Science Education and Technology doi: 10.1023/A:1009421303064 contributor: fullname: Resnick – volume: 4 start-page: 1 issue: 1 year: 1995 end-page: 44 ident: CR40 article-title: Software-realized scaffolding to facilitate programming for science learning publication-title: Interactive Learning Environments doi: 10.1080/1049482940040101 contributor: fullname: Guzdial – volume: 128 start-page: 612 issue: 4 year: 2002 ident: 9624_CR3 publication-title: Psychological Bulletin doi: 10.1037/0033-2909.128.4.612 contributor: fullname: SM Barnett – volume: 15 start-page: 1147 year: 1989 ident: 9624_CR15 publication-title: Journal of Experimental Psychology: Learning, Memory, and Cognition contributor: fullname: R Catrambone – volume: 20 start-page: 75 issue: 1 year: 2018 ident: 9624_CR69 publication-title: Mathematical Thinking and Learning doi: 10.1080/10986065.2018.1403543 contributor: fullname: C Pei – volume: 11 start-page: 1 issue: 1 year: 2016 ident: 9624_CR6 publication-title: Research and Practice in Technology Enhanced Learning doi: 10.1186/s41039-016-0036-2 contributor: fullname: S Basu – ident: 9624_CR96 – volume: 15 start-page: 107 issue: 5 year: 2000 ident: 9624_CR18 publication-title: Journal of Computing Sciences in Colleges contributor: fullname: S Cooper – volume: 8 start-page: 1 issue: 1 year: 2007 ident: 9624_CR73 publication-title: Educational Technology International contributor: fullname: I Rha – volume: 100 start-page: 734 issue: 4 year: 2016 ident: 9624_CR103 publication-title: Science Education doi: 10.1002/sce.21217 contributor: fullname: AMANDA CATHERINE DICKES – volume-title: Principles of teaching year: 1906 ident: 9624_CR83 contributor: fullname: EL Thorndike – volume-title: Educational research: Planning, conducting, and evaluating quantitative and qualitative research year: 2012 ident: 9624_CR19 contributor: fullname: JW Creswell – volume: 29 start-page: 83 issue: 1 year: 2020 ident: 9624_CR49 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-019-09804-9 contributor: fullname: NM Hutchins – ident: 9624_CR86 doi: 10.1145/2771839.2771860 – start-page: 476 volume-title: International conference on intelligent tutoring systems year: 2014 ident: 9624_CR7 doi: 10.1007/978-3-319-07221-0_59 contributor: fullname: S Basu – start-page: 3 volume-title: Developing models in science education year: 2000 ident: 9624_CR33 doi: 10.1007/978-94-010-0876-1_1 contributor: fullname: JK Gilbert – ident: 9624_CR88 doi: 10.1145/2157136.2157200 – volume: 99 start-page: 465 issue: 3 year: 2015 ident: 9624_CR92 publication-title: Science Education doi: 10.1002/sce.21157 contributor: fullname: M Wilkerson-Jerde – volume: 47 start-page: 153 issue: 3 year: 2012 ident: 9624_CR21 publication-title: Educational Psychologist doi: 10.1080/00461520.2012.696438 contributor: fullname: SB Day – volume: 18 start-page: 351 issue: 2 year: 2013 ident: 9624_CR80 publication-title: Education and Information Technologies doi: 10.1007/s10639-012-9240-x contributor: fullname: P Sengupta – start-page: 1 volume-title: Schooling and the acquisition of knowledge year: 1977 ident: 9624_CR14 contributor: fullname: HS Broudy – volume: 42 start-page: 38 issue: 1 year: 2013 ident: 9624_CR39 publication-title: Educational Researcher doi: 10.3102/0013189X12463051 contributor: fullname: S Grover – volume: 52 start-page: 60 issue: 11 year: 2009 ident: 9624_CR72 publication-title: Communications of the ACM doi: 10.1145/1592761.1592779 contributor: fullname: M Resnick – volume: 70 start-page: 213 issue: 4 year: 1968 ident: 9624_CR17 publication-title: Psychological Bulletin doi: 10.1037/h0026256 contributor: fullname: J Cohen – volume: 15 start-page: 431 issue: 4 year: 2006 ident: 9624_CR61 publication-title: Journal of the Learning Sciences doi: 10.1207/s15327809jls1504_1 contributor: fullname: J Lobato – volume: 95 start-page: 293 issue: 2 year: 2003 ident: 9624_CR27 publication-title: Journal of Educational Psychology doi: 10.1037/0022-0663.95.2.293 contributor: fullname: LS Fuchs – volume: 18 start-page: 243 issue: 3 year: 2009 ident: 9624_CR59 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-009-9145-7 contributor: fullname: ST Levy – volume: 25 start-page: 127 issue: 1 year: 2016 ident: 9624_CR87 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-015-9581-5 contributor: fullname: D Weintrop – ident: 9624_CR97 doi: 10.1017/CBO9780511816833.023 – volume-title: Emergence: From chaos to order year: 1998 ident: 9624_CR44 doi: 10.1093/oso/9780198504092.001.0001 contributor: fullname: J Holland – volume: 15 start-page: 501 year: 2006 ident: 9624_CR65 publication-title: Journal of the Learning Sciences doi: 10.1207/s15327809jls1504_3 contributor: fullname: F Marton – volume: 14 start-page: 21 issue: 1 year: 2009 ident: 9624_CR102 publication-title: International Journal of Computers for Mathematical Learning doi: 10.1007/s10758-009-9144-z contributor: fullname: Pratim Sengupta – volume: 23 start-page: 23 issue: 1 year: 2009 ident: 9624_CR35 publication-title: AI Edam contributor: fullname: AK Goel – volume: 19 start-page: 53 issue: 1-2 year: 2014 ident: 9624_CR100 publication-title: Technology, Knowledge and Learning doi: 10.1007/s10758-014-9214-8 contributor: fullname: Nathan R. Holbert – volume-title: Next generation science standards: For states, by states year: 2013 ident: 9624_CR68 contributor: fullname: NGSS Lead States – volume: 26 start-page: 515 issue: 6 year: 2017 ident: 9624_CR77 publication-title: Current Directions in Psychological Science doi: 10.1177/0963721417712760 contributor: fullname: G Sala – volume: 9 start-page: 672 issue: 3 year: 2017 ident: 9624_CR31 publication-title: Topics in Cognitive Science doi: 10.1111/tops.12278 contributor: fullname: D Gentner – volume: 101 start-page: 985 issue: 6 year: 2017 ident: 9624_CR79 publication-title: Science Education doi: 10.1002/sce.21301 contributor: fullname: S Samon – ident: 9624_CR99 – year: 2017 ident: 9624_CR74 publication-title: PLoS ONE doi: 10.1371/journal.pone.0177257 contributor: fullname: M Rosholm – volume: 28 start-page: 108 issue: 1 year: 2019 ident: 9624_CR64 publication-title: Journal of the Learning Sciences doi: 10.1080/10508406.2018.1491852 contributor: fullname: LE Margulieux – ident: 9624_CR8 – volume: 24 start-page: 171 issue: 2 year: 2006 ident: 9624_CR90 publication-title: Cognition and Instruction doi: 10.1207/s1532690xci2402_1 contributor: fullname: U Wilensky – volume: 24 start-page: 113 issue: 2 year: 1989 ident: 9624_CR78 publication-title: Educational Psychologist doi: 10.1207/s15326985ep2402_1 contributor: fullname: G Salomon – volume-title: Growing artificial societies: Social science from the bottom up year: 1996 ident: 9624_CR25 doi: 10.7551/mitpress/3374.001.0001 contributor: fullname: J Epstein – volume: 8 start-page: 3 issue: 1 year: 1999 ident: 9624_CR91 publication-title: Journal of Science Education and Technology doi: 10.1023/A:1009421303064 contributor: fullname: U Wilensky – volume: 27 start-page: 131 issue: 2 year: 2018 ident: 9624_CR85 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-017-9713-1 contributor: fullname: A Wagh – volume-title: Changing minds: Computers, learning, and literacy year: 2000 ident: 9624_CR23 doi: 10.7551/mitpress/1786.001.0001 contributor: fullname: AA diSessa – year: 2016 ident: 9624_CR28 publication-title: Digital Experiences in Mathematics Education doi: 10.1007/s40751-016-0019-3 contributor: fullname: G Gadanidis – volume: 32 start-page: 2335 issue: 17 year: 2010 ident: 9624_CR24 publication-title: International Journal of Science Education doi: 10.1080/09500690903503096 contributor: fullname: B Eilam – start-page: 77 volume-title: Mathematical thinking and problem solving year: 1994 ident: 9624_CR53 contributor: fullname: J Kaput – volume: 51 start-page: 778 issue: 3 year: 2020 ident: 9624_CR26 publication-title: British Journal of Educational Technology doi: 10.1111/bjet.12885 contributor: fullname: G Falloon – ident: 9624_CR46 – start-page: 141 volume-title: Dynamic modeling: Cognitive tool for scientific inquiry year: 2011 ident: 9624_CR81 doi: 10.1007/978-94-007-0449-7_7 contributor: fullname: P Sengupta – start-page: 28 volume-title: Adaptive technologies for training and education year: 2012 ident: 9624_CR84 doi: 10.1017/CBO9781139049580.005 contributor: fullname: K VanLehn – volume: 47 start-page: 177 issue: 3 year: 2012 ident: 9624_CR16 publication-title: Educational Psychologist doi: 10.1080/00461520.2012.695709 contributor: fullname: MT Chi – ident: 9624_CR98 – ident: 9624_CR94 doi: 10.1007/978-3-030-52237-7_48 – volume-title: Systems learning & development Lab (SLDL) year: 2019 ident: 9624_CR58 contributor: fullname: ST Levy – volume-title: Systems learning & development Lab (SLDL) year: 2018 ident: 9624_CR57 contributor: fullname: ST Levy – volume-title: Committee for the Workshops on Computational Thinking: Report of a workshop of pedagogical aspects of computational thinking year: 2011 ident: 9624_CR67 contributor: fullname: National Research Council – volume-title: Cognition in practice year: 1988 ident: 9624_CR55 doi: 10.1017/CBO9780511609268 contributor: fullname: J Lave – volume: 46 start-page: 414 issue: 4 year: 2003 ident: 9624_CR36 publication-title: Cognitive Psychology doi: 10.1016/S0010-0285(02)00519-4 contributor: fullname: RL Goldstone – start-page: 203 volume-title: Computational thinking education year: 2019 ident: 9624_CR95 doi: 10.1007/978-981-13-6528-7_12 contributor: fullname: N Zhang – volume: 49 start-page: 33 issue: 3 year: 2006 ident: 9624_CR93 publication-title: Communications of the ACM doi: 10.1145/1118178.1118215 contributor: fullname: JM Wing – volume: 22 start-page: 93 issue: 1 year: 2013 ident: 9624_CR101 publication-title: Science & Education doi: 10.1007/s11191-011-9379-7 contributor: fullname: Marc H. W. van Mil – ident: 9624_CR89 – ident: 9624_CR66 – volume: 2 start-page: 6452 year: 1992 ident: 9624_CR70 publication-title: International Encyclopedia of Education contributor: fullname: DN Perkins – volume: 15 start-page: 1 year: 1983 ident: 9624_CR32 publication-title: Cognitive Psychology doi: 10.1016/0010-0285(83)90002-6 contributor: fullname: ML Gick – volume: 17 start-page: 465 issue: 4 year: 2008 ident: 9624_CR38 publication-title: The Journal of the Learning Sciences doi: 10.1080/10508400802394898 contributor: fullname: RL Goldstone – volume: 15 start-page: 25 issue: 1 year: 2009 ident: 9624_CR82 publication-title: Effects on Transfer, Educational Research and Evaluation doi: 10.1080/13803610802481265 contributor: fullname: J Terwel – volume: 22 start-page: 891 issue: 9 year: 2000 ident: 9624_CR34 publication-title: International Journal of Science Education doi: 10.1080/095006900416839 contributor: fullname: JD Gobert – volume: 26 start-page: 175 issue: 2 year: 2017 ident: 9624_CR51 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-016-9663-z contributor: fullname: K Jaipal-Jamani – volume: 7 start-page: 155 issue: 2 year: 1983 ident: 9624_CR30 publication-title: Cognitive Science doi: 10.1207/s15516709cog0702_3 contributor: fullname: D Gentner – volume-title: Dynamics of complex systems year: 2003 ident: 9624_CR5 contributor: fullname: Y Bar-Yam – volume: 24 start-page: 61 issue: 1 year: 1999 ident: 9624_CR12 publication-title: Review of Research in Education doi: 10.3102/0091732X024001061 contributor: fullname: JD Bransford – volume: 41 start-page: 183 issue: 1 year: 2009 ident: 9624_CR43 publication-title: ACM SIGCSE Bulletin doi: 10.1145/1539024.1508931 contributor: fullname: S Hambrusch – volume: 110 start-page: 220 issue: 2 year: 2003 ident: 9624_CR47 publication-title: Psychological Review doi: 10.1037/0033-295X.110.2.220 contributor: fullname: JE Hummel – volume-title: How people learn: Brain, mind, experience, and school expanded year: 2000 ident: 9624_CR11 – volume: 4 start-page: 1 issue: 1 year: 1995 ident: 9624_CR40 publication-title: Interactive Learning Environments doi: 10.1080/1049482940040101 contributor: fullname: M Guzdial – volume: 18 start-page: 1 issue: 1 year: 2019 ident: 9624_CR48 publication-title: BMC Nursing doi: 10.1186/s12912-019-0376-5 contributor: fullname: J Hustad – volume: 41 start-page: 1475 issue: 11 year: 2019 ident: 9624_CR63 publication-title: International Journal of Science Education doi: 10.1080/09500693.2019.1613583 contributor: fullname: LJ Malkiewich – volume: 5 start-page: 196 issue: 3 year: 2011 ident: 9624_CR54 publication-title: Child Development Perspectives doi: 10.1111/j.1750-8606.2011.00171.x contributor: fullname: D Klahr – ident: 9624_CR76 doi: 10.1080/10494820.2021.1919905 – volume: 46 start-page: 1023 issue: 9 year: 2009 ident: 9624_CR60 publication-title: Journal of Research in Science Teaching doi: 10.1002/tea.20297 contributor: fullname: L Liu – year: 2015 ident: 9624_CR9 publication-title: Journal of Science Education and Technology doi: 10.1007/s10956-015-9552-x contributor: fullname: M Berland – volume: 60 start-page: 33 issue: 6 year: 2017 ident: 9624_CR22 publication-title: Communications of the ACM doi: 10.1145/2998438 contributor: fullname: PJ Denning – volume: 14 start-page: 81 issue: 1 year: 2009 ident: 9624_CR10 publication-title: International Journal of Computers for Mathematical Learning doi: 10.1007/s10758-009-9148-8 contributor: fullname: P Blikstein – ident: 9624_CR13 – volume: 66 start-page: 37 issue: 1 year: 2002 ident: 9624_CR1 publication-title: American Journal of Pharmaceutical Education contributor: fullname: J Ahn – volume: 43 start-page: 33 issue: 1 year: 2013 ident: 9624_CR2 publication-title: Research in Science Education doi: 10.1007/s11165-011-9245-2 contributor: fullname: OBZ Assaraf – volume: 61 start-page: 222 issue: 3 year: 1993 ident: 9624_CR71 publication-title: American Journal of Physics doi: 10.1119/1.17295 contributor: fullname: EF Redish |
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SubjectTerms | Cognitive Processes Comparative Analysis Complexity Computer Science Education Concept Formation Conceptual knowledge Education Educational Psychology Epistemology Experimental Groups Information sharing Innovations Intervention Learning and Instruction Learning Management Systems Learning Processes Learning transfer Mathematical models Middle School Students Middle schools Original Research Pedagogic Psychology Problem Solving Quasi-experimental methods Science Science Instruction Scientific Concepts Students Teaching Methods Thinking Skills Transfer of Training Understanding |
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Title | Promoting learning transfer in science through a complexity approach and computational modeling |
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