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Using argumentation vee diagrams (AVDs) for promoting argument-counterargument integration in reflective writing.
Abstract
This study examined a new prewriting tool, argumentation vee diagrams (AVDs), which are used to write reflective opinion essays. AVDs are based on the theoretical concept of argument-counterargument integration, which involves evaluating and integrating both sides of an issue before developing a final conclusion on a controversial question. In a test of the effectiveness of AVDs, 45 undergraduates at a large, southwestern university were randomly assigned to an experimental or control group. Both groups wrote 4 opinion essays over a 4-week period. The experimental group also received training on using the AVDs, including instruction on criteria for weighing arguments. Results indicated that AVD training was effective in enhancing argument-counterargument integration. Furthermore, examination of integration strategies used by participants revealed a new strategy, minimization, which was not previously part of E. M. Nussbaum and G. Schraw's (2007) argument-counterargument integration framework. Minimization involves curtailing the importance or extensiveness of a problem or advantage as a heuristic shortcut for weighing advantages and disadvantages. The role of critical questions and argumentation schemata in argument-counterargument integration is discussed.
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“Integration requires reflective argumentative writing, as proposed by Nussbaum (2008a) and Nussbaum and Kardash (2005).”
From Learning paths in synthesis writing: Which learning path contributes most to which learning outcome? (2020) · cites this paper as Nussbaum (2008a)
In the citing paper
“Nussbaum (2008a) proposed a distinction between persuasive writing, where the goal is to convince another and to "win" an argument (which would be the object in a debate), and reflective writing, in which writers focus on exploring and integrating an issue's various sides to reach a reasoned conclusion.”
From Learning paths in synthesis writing: Which learning path contributes most to which learning outcome? (2020) · cites this paper as Nussbaum 2008a
In the citing paper
“On the one hand, task complexity -a reflexive essay as opposed to a persuasive essay- (Nussbaum, 2008), and on the other hand, students' initial synthesis writing strategy skills (Granado-Peinado et al., 2023), as well as their ability to use strategies for tackling the demands associated with planning and revising their essays (cf.Ferretti & Fan, 2016).”
From How to improve argumentative syntheses written by undergraduates using guides and instructional rubrics (2024) · cites this paper as Nussbaum, 2008
In the citing paper
“Prior to the intervention, half of the students wrote their synthesis adopting a stance, using what Nussbaum (2008) called 'one-sided reasoning', including arguments from a single source to argue in favour of their position (a Median score of 2).”
From How to improve argumentative syntheses written by undergraduates using guides and instructional rubrics (2024) · cites this paper as Nussbaum (2008)
In the citing paper
“These results contrast with those obtained in studies by Nussbaum (2008) in which progress in the use of more integrative argumentation strategies (weighing and synthesis) was observed when students were given a pre-writing tool and participated in a group discussion, but disappeared when the graphic tool and group discussions were removed.”
From How to improve argumentative syntheses written by undergraduates using guides and instructional rubrics (2024) · cites this paper as Nussbaum (2008)
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BackgroundMethodInfluentialSelf-citationNussbaum, E. M., & Edwards, O. V. (2011) · Journal of the Learning Sciences · doi:10.1080/10508406.2011.564567 · Cited by 224
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Effects of critical discussions on middle school students’ written historical arguments.
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Task-oriented reading of multiple documents: online comprehension processes and offline products
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Self-citationLearning to Argue Through Dialogue: a Review of Instructional Approaches
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“…may involve an individual discourse activity, like argumentative writing (Klein et al. 2019) or graphical representation (Noroozi et al. 2018; Nussbaum 2008), or it may take the form of a social discourse activity in which dialogue partners collaboratively construct, critique, and reconcile…”
BackgroundMateos, M., Martín, E., Cuevas, I., Villalón, R., Martínez, I., & González-Lamas, J. (2018) · Cognition and Instruction · doi:10.1080/07370008.2018.1425300 · Cited by 70
“As Nussbaum (2008a) stated, the ability to critically evaluate and combine arguments and counterarguments into an overall final position is an important part of writing argumentative essays. This author distinguished between persuasive and reflective writing. Persuasive writing tends to promote one-sided reasoning in…”
BackgroundMethodResultInfluentialFelton, M. K., Crowell, A., & Liu, T. (2015) · Written Communication · doi:10.1177/0741088315590788 · Cited by 69
Improving university argumentative writing through an online training
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“…problems with stating a clear position (Wolfe, Britt, & Butler, 2009); as well as considering different viewpoints, and especially the inclusion of arguments from other perspectives to overcome what is termed ‘my-side bias’ (Felton, Crowell, & Liu, 2015; Mateos et al., 2018; Nussbaum, 2008).”
BackgroundLombardi, D., Danielson, R., & Young, N. (2016) · Learning and Instruction · doi:10.1016/j.learninstruc.2016.03.003 · Cited by 56
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Cognitive load of critical thinking strategies
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“Nussbaum (2008) introduced a redesigned graphic organizer known as an argumentation vee diagram (AVD) (Figure 1), and employed it to support argument-counterargument integration.”
BackgroundMethodResultInfluentialSelf-citationNussbaum, E. M., Dove, I. J., Slife, N. M., Kardash, C. M., Turgut, R., & Vallett, D. (2018) · Reading and Writing · doi:10.1007/s11145-018-9848-3 · Cited by 49
Self-citationKiili, C., Bråten, I., Kullberg, N., & Leppänen, P. H. T. (2019) · Computers & Education · doi:10.1016/j.compedu.2019.103785 · Cited by 57
“These codes emerged from content analysis (Krippendorff, 2004), with the analysis of both communicative purpose (Barzilai et al., 2015; Nussbaum, 2008) and transformation (Bråten, Britt, Strømsø, & Rouet, 2011) based on theoretical considerations and previously applied categories.”
MethodTeaching to write collaborative argumentative syntheses in higher education
Granado-Peinado, M., Mateos, M., Martín, E., & Cuevas, I. (2019) · Reading and Writing · doi:10.1007/s11145-019-09939-6 · Cited by 46
“This could help to develop students’ critical thinking skills and have long‑term efects on consolidating their learning (Nussbaum, 2008b; Nussbaum & Schraw, 2007).”
BackgroundInfluentialNoroozi, O., Busstra, M. C., Mulder, M., Biemans, H. J. A., Tobi, H., Geelen, A., Veer, P. V., & Chizari, M. (2011) · Educational Technology Research and Development · doi:10.1007/s11423-011-9217-2 · Cited by 46
“Various forms of graphical knowledge representation, such as argumentative texts, graphs, and diagrams, are useful for maintaining learners’ focus on the relevant aspects of the task, which could broaden and deepen discussion and therefore improve learners’ knowledge (Baker et al. 2007; Suthers 2001; Suthers and Hundh…”
BackgroundLi, M., Murphy, P. K., Wang, J., Mason, L. H., Firetto, C. M., Wei, L., & Chung, K. S. (2016) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2016.05.002 · Cited by 50
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“…Buehl, Alexander, & Murphy, 2002); and (d) justification of knowledge through appeals to authority, personal justification, and the personal 2An AVD is a prewriting tool that is used to identify and evaluate arguments and counterarguments and develop creative rational opinions (Nussbaum, 2008).”
BackgroundZheng, X., Huang, J., Xia, X.-H., Hwang, G., Tu, Y., Huang, Y.-P., & Wang, F. (2023) · Computers & Education · doi:10.1016/j.compedu.2023.104920 · Cited by 49
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“Featuring a structure similar to an argumentation Vee diagram (Nussbaum, 2008), it provides text boxes for claims, reasons, warrants, and evidence that learners fill in and manipulate to show the pro and con sides of an argument.”
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“Nussbaum (2008a) proposed a distinction between persuasive writing, where the goal is to convince another and to “win” an argument (which would be the object in a debate), and reflective writing, in which writers focus on exploring and integrating an issue’s various sides to reach a reasoned…”
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“…to be an extremely effective teaching strategy (Murray 1982; Glachan and Light 1982; Alexopoulou and Driver 1996; Baker 1999; Driver et al. 2000; Nussbaum 2008a, b) both for improving students’ critical skills (see Pera and Sahea 1991; Koballa 1992; Osborne 2010) and addressing background…”
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“Many studies have used graphic organizers to improve the writing of struggling students (Nussbaum, 2008; Unzueta & Barbett, 2012; Zakas, Browder, AhlgrimDelzell, & Heafner, 2013).”
Social argumentation in online synchronous communication
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“One group of researchers develops their own online tools (i.e., discussion boards) and presents them to the participants during data collection (See for instance; Clark et al. 2009; Nussbaum 2008; Janssen et al. 2007; Reed and Wells 2007; Baker et al. 2007; Kirschner et al. 2003).”
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“…about argumentation-based learning in social studies have begun to gain momentum in recent years (Akbaş & Çetin, 2018; Demir & Oğuz-Haçat, 2017; Larson, Britt, & Kurby, 2009; Mirza & Perret-Clermont, 2009; Nussbaum, 2002; 2008; Swartz, 2008; Torun & Şahin, 2016; Wissinger, 2012; Yazıcıoğlu, 2017).”
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“*Correspondence: ruiyang19@mails.jlu.edu.cn School of Foreign Language Education, Jilin University, Qianjin Street, Changchun 130012, China on the main body of argumentation such as claims and counterarguments (Liu, 2020; Liu & Stapleton, 2020; Nussbaum, 2008; Qin & Karabacak, 2010).”
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“Running head: EPISTEMOLOGICAL BELIEFS AND ARGUMENTATION 4 Nussbaum (2008) introduced three paths to effective argument-counterargument integration: 1) weighing reasons given by different sides to arrive at a perspective with the strongest reasoning, 2) refuting a weaker side by identifying flawed…”
BackgroundResultInfluentialDoes Reading Case Responses and Using Graphic Organizers Enhance Accounting Students' Case Analyses?
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“Achieving an effective integration of both contributes to the development of critical thinking and to the learning of specific contents with a long-term effect (Nussbaum & Schraw, 2007; Nussbaum, 2008b).”
BackgroundInfluentialMasón, L. (2018) · Learning and Instruction · doi:10.1016/j.learninstruc.2018.03.004 · Cited by 18
Luna, M., Villalón, R., Martínez-Álvarez, I., & Mateos, M. (2023) · Reading and Writing · doi:10.1007/s11145-021-10248-0 · Cited by 19
“Following Nussbaum (2008) this can be done by writing a persuasive or a reflective text.”
Yang, R. S. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e12199 · Cited by 16
“…the interventional teaching ]not only makes a relatively comprehensive contribution to the generation of the number of argumentative elements in writing (Nussbaum, 2002, 2008; Liu& Stapleton, 2020), but also has a positive impact on the diversity of the output of argumentativr elements., In the…”
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“The ability of students to argue and think critically in any situation is dependent on the capability of their argument schemas to meet situational demands (Nussbaum, 2008; Walton, 2013).”
InfluentialCognitive Tools for Scaffolding Argumentation
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Bridging dialogic pedagogy and argumentation theory through critical questions
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Self-citationGranado-Peinado, M., Cuevas, I., Olmos, R., Martín, E., Casado-Ledesma, L., & Mateos, M. (2023) · Reading and Writing · doi:10.1007/s11145-022-10318-x · Cited by 14
“Thus, Nussbaum (2008a) distinguished two goals when elaborating argumentative texts: a persuasive goal, or a reflective goal.”
BackgroundInfluentialMaking sense of L2 written argumentation with keystroke logging
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“This scale has been also validated by several researchers including Patton et al. (1995), Fossati et al. (2001) and Miller (2003) in various instructional contexts.”
BackgroundMethodResultInfluentialWei, L., Firetto, C. M., Murphy, P. K., Li, M., Greene, J. A., & Croninger, R. M. V. (2019) · The Journal of Educational Research · doi:10.1080/00220671.2019.1654428 · Cited by 16
“The Argumentation Vee Diagram (Nussbaum, 2008; Nussbaum & Schraw, 2007), another form of GO, has been found to support undergraduate students’ written argumentation; college students who used the GO produced essays with better integration of arguments and counterarguments than those who did not use…”
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Bråten, I., Haverkamp, Y. E., Latini, N., & Strømsø, H. I. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1212567 · Cited by 22
“…by adapting the items to multiple-source based integrated writing for different academic task purposes (e.g., summary writing in order to learn, cross-text elaboration in order to demonstrate understanding, argumentative writing in order to persuade or reach a balanced conclusion; Nussbaum, 2008).”
BackgroundEngelen, E., & Budke, A. (2021) · Education Inquiry · doi:10.1080/20004508.2021.1966887 · Cited by 10
“…of information has been found to have positive effects on the integration of arguments and counter-arguments in reasonings on controversial topics (Nussbaum, 2008) and it also has found to have a beneficial impact on the multi-perspectivity of arguments (Uesaka, Igarashi, & Suetsugu, 2016).”
BackgroundVongkulluksn, V. W., Nishiyama, C., Rodriguez, M. C., & Nussbaum, E. M. (2023) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2023.102229 · Cited by 13
Self-citationMitigating Myside Bias in Argumentation
Branum, L., Strong, A., & Jones, C. D. (2018) · Journal of Adolescent & Adult Literacy · doi:10.1002/jaal.915 · Cited by 10
Effects of Persuasion and Discussion Goals On Writing, Cognitive Load, and Learning in Science
Klein, P. D., & Ehrhardt, J. S. (2015) · Alberta Journal of Educational Research · doi:10.55016/ojs/ajer.v61i1.56022 · Cited by 9
The Effectiveness of Caricature Media in Learning Writing of Argumentation Paragraph
Syamsuri, A. S., Muhsin, M. A., & Nurmayani, N. (2016) · Theory and Practice in Language Studies · doi:10.17507/tpls.0611.03 · Cited by 9
The Dimensions of Argumentative Texts and Their Assessment
Macagno, F., & Rapanta, C. (2019) · Studia paedagogica · doi:10.5817/sp2019-4-1 · Cited by 9
“The last framework underlying several approaches to the assessment of the quality of argumentative texts is argumentation schemes theory (Anthony & Kim, 2015; Macagno & Konstantinidou, 2013; Metaxas, Potari, & Zachariades, 2016; Nussbaum, 2003, 2008).”
BackgroundShi, X. (2024) · International Journal of Science Education · doi:10.1080/09500693.2023.2297752 · Cited by 13
“Compared with the AVD model in writing (Nussbaum, 2008), the oral CQs suggested by teachers in this study can help students better construct a complete argument structure, although they cannot further promote in-depth argumentation, especially integrative claims.”
Trempler, K., & Hartmann, U. (2020) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-020-00970-w · Cited by 8
“Diese Form der Argumentation wird als Voraussetzung dafür angesehen, schnell und intelligent auf konstanten Wandel, Probleme und Herausforderungen zu reagieren sowie Innovationen voranzubringen (Nussbaum 2008; Crowell und Kuhn 2014).”
BackgroundTarchi, C., Villalón, R., & Lamanda, E. (2022) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2022.101128 · Cited by 8
Recursivity in source-based writing: a process analysis
Tarchi, C., Villalón, R., Vandermeulen, N., Casado-Ledesma, L., & Fallaci, A. P. (2023) · Reading and Writing · doi:10.1007/s11145-023-10482-8 · Cited by 17
“This is due to the association of refutation with processes still linked to the bias of one-sided reasoning (Mateos et al., 2018 ; Nussbaum, 2008).”
Decisiones de estudiantes de 14/15 años en una propuesta didáctica sobre la compra de un coche
Fontiveros, G. M., Robles, D. C., López, Á. B., et al. (2022) · Enseñanza de las Ciencias Revista de investigación y experiencias didácticas · doi:10.5565/rev/ensciencias.3292 · Cited by 7
The influence of textual genre in multiple-text comprehension
Casado-Ledesma, L., & Tarchi, C. (2024) · Learning and Instruction · doi:10.1016/j.learninstruc.2024.101947 · Cited by 6
Effects of Counterarguments and Refutations on Evaluations of Written Arguments:
Onoda, R., & Suzuki, M. (2017) · The Japanese Journal of Educational Psychology · doi:10.5926/jjep.65.433 · Cited by 6
Supporting university students’ argumentative source-based writing
Marttunen, M. J., & Kiili, C. (2022) · Written Language & Literacy · doi:10.1075/wll.00068.mar · Cited by 6
How Does Learning in Leadership Work? A Conceptual Change Perspective
Grimes, M. W. (2015) · Journal of Leadership Education · doi:10.12806/v14/i4/t1 · Cited by 6
“In the social sciences, Nussbaum (2008) showed that using Vee diagrams helped educational psychology students present multiple perspectives of an issue in reflective writing assignments and Calais (2009) discussed the value of Vee diagrams beyond the hard sciences.”
BackgroundFostering argumentation-based computer-supported collaborative learning in higher education
Noroozi, O. (2013) · doi:10.18174/242736 · Cited by 6
“In several studies by Nussbaum and colleagues (e.g. Nussbaum, 2008b; Nussbaum & Edwards, 2011; Nussbaum & Schraw, 2007; Nussbaum et al., 2007), the effects of Argumentation Vee Diagrams (AVDs) on the quality of students’ argumentation, critical discussion, and reasoning were investigated.”
BackgroundInfluentialCharting the field: a review of argument visualization research for writing, learning, and reasoning
Chang, D., Lin, M. P.-C., & Hwang, G. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1672105 · Cited by 6
The effects of discourse goals on written arguments in elementary school students
Shi, Y. (2024) · International Journal of Educational Research · doi:10.1016/j.ijer.2024.102375 · Cited by 5
Students’ Strategies for Writing Arguments from Online Sources of Information
Kirkpatrick, L. C. (2012) · Scholarship@Western (Western University) · Cited by 5
Promoting multiple-text comprehension through thinking dispositions: a randomized controlled trial
Tarchi, C. (2024) · Discourse Processes · doi:10.1080/0163853x.2024.2355059 · Cited by 5
“Indeed, people tend to rely on their prior beliefs to evaluate arguments (Macpherson & Stanovich, 2007; Nussbaum, 2008) and construct one-sided representations of a complex topic (Mateos et al., 2018).”
Törün, F. (2019) · Pamukkale University Journal of Education · doi:10.9779/pauefd.528973 · Cited by 5
Enhancing scientific argumentation with visual scaffolding in generative AI-supported environments
Lin, Y.-R., Jiao, X., & Hung, C.-Y. (2026) · International Journal of Science Education · doi:10.1080/09500693.2026.2630293 · Cited by 5
Advancing group epistemic practices in the resolution of interdisciplinary societal dilemmas
Tsemach, E., Schwarz, B. B., Israeli, M., & Keynan, O. (2023) · Dialogic Pedagogy A Journal for Studies of Dialogic Education · doi:10.5195/dpj.2023.551 · Cited by 4
“Nussbaum (2008) showed how learning tools facilitate students' ability to incorporate arguments and counterarguments in opinion essays.”
BackgroundUesaka, Y., Igarashi, M., & Suetsugu, R. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-42333-3_13 · Cited by 4
Counter-arguments and support arguments in student writing
Mccarthy, P., Kaddoura, N. W., Al-harthy, A., Thomas, A. M., Duran, N. D., & Ahmed, K. (2022) · Pegem Journal of Education and Instruction · doi:10.47750/pegegog.12.01.27 · Cited by 4
The Role of Communication Media in Argumentative Discourse
Li, X., & Peng, C. (2023) · Science & Education · doi:10.1007/s11191-023-00464-1 · Cited by 4
“…as one typical representation of argumentation processes powered by collaborative argumentation activities (Felton et al. 2009; Mercer 1996; Nussbaum 2008) could be used to outline and depict “What does productive collaborative argumentation look like in terms of scientific concept…”
InfluentialVongkulluksn, V. W., Shortt, M., Akinkuolie, B., & Xie, K. (2024) · Teaching and Teacher Education · doi:10.1016/j.tate.2024.104572 · Cited by 8
Yusof, N. A. M., & Abdullah, A. (2024) · AAOU Journal/AAOU journal · doi:10.1108/aaouj-07-2022-0091 · Cited by 3
Making Use of the Dual Functions of Evidence in Adolescents' Argumentation
Khait, V. (2014) · doi:10.7916/d8t72fm3 · Cited by 3
alışkan, İ. (2014) · Educational Research and Reviews · doi:10.5897/err2014.1759 · Cited by 3
“Vee diagrams are useful instructional tools for developing and using learners’ reflective, heuristic reading and writing skills and internalizing knowledge about history of science Kamisah Wahidin et al. (2013), Kragten et al. (2013 ), Chamizo (2012), Nussbaum (2008).”
BackgroundUndergraduate Students’ Participation in a Written Controversy :
Kobayashi, K. (2012) · The Japanese Journal of Educational Psychology · doi:10.5926/jjep.60.199 · Cited by 3
Andiliou, A., & Murphy, P. K. (2014) · Frontline Learning Research · doi:10.14786/flr.v2i2.87 · Cited by 3
Pedagogical efficacy of argument visualization tools
Niu, H. (2016) · Summit (Simon Fraser University) · Cited by 3
ZORLU, E., & Ateş, S. (2024) · İnönü Üniversitesi Eğitim Fakültesi Dergisi · doi:10.17679/inuefd.1486243 · Cited by 2
A Dialogic Approach to Enhancing Argumentative Writing From Multiple Texts
Shi, Y., & Iordanou, K. (2025) · ECNU Review of Education · doi:10.1177/20965311241310884 · Cited by 2
“…related tointegrationstrategies (De LaPaz&Felton,2010;Du& List, 2021; Maier & Richter, 2014), employed graphic organizers or diagrams (Barzilai & Ka ’ adan, 2017; Nussbaum, 2008), or combined two or more of these instructional activities (Granado-Peinado et al., 2019; Mateos et al., 2018).”
Nagy, A., & Phillips, F. (2014) · Accounting Perspectives · doi:10.1111/1911-3838.12027 · Cited by 2
Guo, L. (2021) · Reading Psychology · doi:10.1080/02702711.2021.2008072 · Cited by 2
“In a similar vein, whether task instructions setting a persuasive goal or a reflective goal affected the degree to which students incorporated information from different viewpoints (e.g., Nussbaum, 2008).”
BackgroundActivating argumentation schema to write argumentatively and tactfully
Liu, D., Gan, Q., & Ma, H. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104256 · Cited by 2
Apprenticeship as a developmental mechanism in argumentation skill development
Song, Y., & Kuhn, D. (2025) · Journal of the Learning Sciences · doi:10.1080/10508406.2025.2559837 · Cited by 2
“…of Rapanta and Felton’s (2021) typology is between approaches that introduce various kinds of interventions intended to be instructional (e.g., Nussbaum, 2008; Reznitskaya & Gregory, 2013; Schworm & Renkl, 2007) and ones based on a model of deep engagement and practice in dialogic…”
Metadata
- Authors
- Nussbaum, E. M.
- Affiliations
- University of Nevada, Las Vegas (US)
- Corresponding author
- Nussbaum, E. Michael
- ORCID
- Nussbaum, E. Michael
- Venue
- Journal of Educational Psychology
- Published
- 2008-08
- Volume
- 100
- Issue
- 3
- Pages
- 549-565
- ISSN
- 0022-0663 (ISSN-L)
- 1939-2176
- OpenAlex
- W2044257079
- Semantic Scholar
- 498928e2288eb7c31d5585d4c4ede3bd0bbb1ee3
- Cited by
- 121
- References
- 79
- Citations by year
- 2026: 4 · 2025: 4 · 2024: 12 · 2023: 11 · 2022: 11 · 2021: 9 · 2020: 6 · 2019: 10 · 2018: 8 · 2017: 3 · 2016: 8 · 2015: 8 · 2014: 8 · 2013: 7 · 2012: 5
- FWCI
- 4.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Educational Psychology (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Social Sciences › Education › Writing and Handwriting Education
- Social Sciences › Education › Education and Critical Thinking Development
- Keywords
- reflective writing, opinion essays, critical questions, argumentation instruction
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