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Exploring Socially Shared Regulation in the Context of Collaboration
Abstract
Socially shared regulation of learning refers to processes by which group members regulate their collective activity. Successful individuals regulate their motivational, cognitive, and metacognitive engagement. Our hypothesis is that successful groups also share in regulating group processes. Following our earlier conceptual and empirical work on the social aspect of motivating and regulating learning (Hadwin & Järvelä, 2011; Järvenoja & Järvelä, 2009; Järvelä, Volet, & Järvenoja, 2010), our research questions are as follows: (a) What challenges do individuals and groups report experiencing during collaborative group work? (b) How do students collectively regulate these challenges at the time, and in future collaborations? (c) How do collaborative learning outcomes compare between groups with varying degrees of emerging shared regulation? We present an empirical study in which 18 graduate students worked in collaborative teams of 3–4 over an 8-week period. The nStudy (Winne, Hadwin, & Beaudoin, 2010) software was used for collaborative planning and work, as well as face-to-face and online collaboration between team members. Data included individual and collaborative statements about collaborative challenges, collaborative statements about contextual and future regulation strategies, collaborative learning performance, and log file traces of students’ contributions to collaborative chat discussions and planning activities. Findings indicated that the students expressed multiple challenges resulting in 3 kinds of regulation over time profiles: strong, progressive, and weak shared regulation. We also conclude that successful collaboration not only requires self-regulation but also allows each team member to support fellow team members to successfully regulate their learning and the team to come together to collectively regulate learning.
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“Past work has highlighted benefits when awareness is raised about the quality of collaboration (Pifarré et al., 2014) and the coordination of group activities (Janssen et al., 2011) as forms of socially shared self-regulation (Järvelä et al., 2013).”
From A Feasibility and Implementation Integrity Study of the Community Builder (CoBi): An AI-based Collaboration Support System in K-12 Classrooms (2025) · cites this paper as Järvelä et al., 2013
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“Reflection scaffold is considered a commonly used regulatory strategy tool, assist - ing learners in clarifying the direction of reflection and engaging in deep-level reflec - tion (Järvenoja, 2013).”
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“En efecto, y en coincidencia con los trabajos de Järvelä et al. (2013), Kwon et al. (2014), Malmberg et al. (2015), y Rogat y Linnenbrink (2011), nuestros datos ponen de relieve que los grupos de alto rendimiento en la tarea, en contraste con los grupos de bajo rendimiento, activan una mayor…”
BackgroundResultInfluentialMelzner, N., Dresel, M., & Kollar, I. (2022) · Metacognition and Learning · doi:10.1007/s11409-022-09316-9 · Cited by 10
“…are that groups may display low interest in the topic they are dealing with, see little value in the usefulness of studying the topic, or have low expectancy to succeed in a subsequent exam they are studying for (Engelschalk et al., 2016; Järvelä et al., 2010, 2013; Järvenoja & Järvelä, 2009).”
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“orative teams over 8-week period,[11] observed that supporting fellow team members to successfully regulate their learning was significantly important in achieving team goals.”
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“This evidence suggests within CPS, metacognitive knowledge and strategy use are regulated at the group level rather than the individual level (Järvelä et al. 2013; Hadwin, Jarvela, and Miller 2011).”
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“In particular, other studies (e.g., [44., 103.]) have shown that the groups with higher performance exhibited the highest levels of SSRL.”
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“Social regulation thus emerges through ensemble participants and their ongoing communication and engagement with each other (Jarvela et al., 2013). self and socially regulated learning Music ensembles provide a range of self and socially regulated learning (SSRL) prompts and offer emotional and…”
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“…the collaborative establishment of goals, the development of plans, and the deployment of suitable strategies to overcome the array of challenges that emerge throughout the collaborative learning journey, ultimately aimed at realizing the goals of the collaborative endeavor (Järvelä et al., 2013).”
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“In this sense, Järvelä et al. (2013) stands apart from SRL models, as it emphasises the collective regulation of groups towards some shared/group goal, rather than individual efforts/goals.”
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“Engaging in SSMR has been found to improve group performance (De Backer et al., 2020 ; Järvelä et al., 2013), computational thinking (Li et al., 2023), group metacognition (Kok, 2025; Li et al., 2023; Liu et al., 2023; Zheng et al., 2021), self-regulation (DiDonato, 2013), and even individual…”
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Facilitate Online Problem-Based Learning Using 4S PBL
Zhang, K., & Zhu, M. (2023) · Distance Learning · doi:10.1108/dl-04-2023-0002
Zhang, S., & Zhang, W. (2025) · Thinking Skills and Creativity · doi:10.1016/j.tsc.2025.102100
Dirgantoro, K. P. S., Martadiputra, B. A. P., & Jupri, A. (2026) · Multidisciplinary Reviews · doi:10.31893/multirev.2026382 · Cited by 1
“The integration of social scaffolding in AI&L reflects the CoRL principle in the model of Hadwin et al. (2018) and the socially shared regulation approach of Järvelä et al. (2013).”
Modelling communicative behaviours for different roles of pedagogical agents
Krishna, S. (2021) · theses.fr (ABES) · doi:10.70675/f8e9d4b6z9585z4883z8fa1z2afa484bd27b
Sun, J., & Skourdoumbis, A. (2026) · International Journal of Computer-Supported Collaborative Learning · doi:10.1007/s11412-026-09476-9
“Previous literature (Gaggioli et al., 2015; Järvelä et al., 2013) employed these interaction network diagrams to illustrate and examine groups’ interactional dynamics and qualities.”
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“This pattern aligns with the concept of socially shared regulation of learning, which emphasizes that regulation can be distributed across members of a group and co-constructed through collaborative engagement (Järvelä et al., 2013).”
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“Empirical studies show that groups demonstrating strong SSRL tend to engage in proactive planning, collective monitoring, and timely adjustment of strategies, especially during periods of difficulty or misalignment (Hogenkamp, 2021; Järvelä et al., 2013; Sobocinski et al., 2020).”
Self-citationLi, W., Li, W., Tseng, J. C. R., & Liu, C. (2026) · Metacognition and Learning · doi:10.1007/s11409-026-09474-0
“For K-12 learners whose metacognitive skills are still developing, effectively engaging in self-regulation and socially shared regulation in collaborative learning contexts remains a considerable challenge (Hadwin & Oshige, 2011; Järvelä et al., 2013).”
Educators’ role in supporting socially shared regulation of learning among simulated patients
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Badhe, V., & Rajendran, R. (2026) · Communications in computer and information science · doi:10.1007/978-3-032-29794-5_69
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Metadata
- Authors
- Järvelä, S., Järvenoja, H., Malmberg, J., & Hadwin, A. F.
- Affiliations
- University of Oulu (FI)
- University of Victoria (CA)
- Venue
- Journal of Cognitive Education and Psychology
- Publisher
- Springer Publishing Company
- Published
- 2013
- Volume
- 12
- Issue
- 3
- Pages
- 267-286
- ISSN
- 1810-7621 (ISSN-L)
- 1945-8959
- OpenAlex
- W2332323236
- Cited by
- 213
- References
- 25
- Citations by year
- 2026: 25 · 2025: 28 · 2024: 14 · 2023: 34 · 2022: 13 · 2021: 19 · 2020: 18 · 2019: 11 · 2018: 14 · 2017: 13 · 2016: 6 · 2015: 14 · 2014: 3 · 2013: 1
- FWCI
- 15.11
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Cognitive Education and Psychology (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Psychology › Developmental and Educational Psychology › Educational Strategies and Epistemologies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Keywords
- socially shared regulation, cooperative learning, metacognition, motivational regulation, cognitive regulation, collaborative planning, online collaboration, graduate students, learning outcomes
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