Adey, P., & Shayer, M. (1993). An exploration of long-term far-transfer effects following an extended intervention program in the high school science curriculum. Cognition and Instruction, 11(1), 1–29.
Andriessen, J., Pardijs, M., & Baker, M. (2013). Getting on and getting along. In M. Baker, M. Andriessen, & S. Järvelä (Eds.), Affective learning together: Social and emotional dimensions of collaborative learning (pp. 205–230). New York: Routledge.
Baker, M., Andriessen, J., & Järvelä, S. (2013). Introduction: Visions of learning together. In M. Baker, M. Andriessen, & S. Järvelä (Eds.), Affective learning together: Social and emotional dimensions of collaborative learning (pp. 1–30). New York: Routledge.
Barron, B. (2003). When smart groups fail. Journal of the Learning Sciences, 12(3), 307–359. https://doi.org/10.1207/S15327809JLS1203.
Belland, B. R., Kim, C. M., & Hannafin, M. J. (2013). A framework for designing scaffolds that improve motivation and cognition. Educational Psychologist, 48(4), 243–270. https://doi.org/10.1080/00461520.2013.838920.
Berry, D. (1983). Metacognitive experience and transfer of logical reasoning. Quarterly Journal of Experimental Psychology: Human Experimental Psychology, 35, 39–49.
Boekaerts, M. (2011). What have we learned about the social context-student engagement link? Teachers College Record, 113(2), 375–393.
Chi, M. T. H. (1997). Quantifying qualitative analyses of verbal data: A practical guide. Journal of the Learning Sciences, 6(3), 271–315. https://doi.org/10.1207/s15327809jls0603_1.
Cleary, T., & Zimmerman, B. (2012). A cyclical self-regulatory account of student engagement: Theoretical foundations and applications. In S. L. Christenson, A. L. Reschly, & C. Wylie (Eds.), Handbook of research on student engagement (pp. 237–257). US: Springer. https://doi.org/10.1007/978-1-4614-2018-7_11.
De Backer, L., Van Keer, H., & Valcke, M. (2014). Socially shared metacognitive regulation during reciprocal peer tutoring: Identifying its relationship with students’ content processing and transactive discussions. Instructional Science, 43(3), 323–344. https://doi.org/10.1007/s11251-014-9335-4.
DiDonato, N. C. (2013). Effective self- and co-regulation in collaborative learning groups: An analysis of how students regulate problem solving of authentic interdisciplinary tasks. Instructional Science, 41(1), 25–47. https://doi.org/10.1007/s11251-012-9206-9.
Dillenbourg, P. (2002). Over-scripting CSCL: The risks of blending collaborative learning with instructional design. In P. A. Kirschner, W. Jochems, F. Catherine, & R. Magliozzi (Eds.), Three worlds of CSCL. Can we support CSCL? (pp. 61–91). Heerlen: Open Universiteit Nederland.
Dillenbourg, P., & Hong, F. (2008). The mechanics of CSCL macro scripts. International Journal of Computer-Supported Collaborative Learning, 3(1), 5–23. https://doi.org/10.1007/s11412-007-9033-1.
Dillenbourg, P., & Tchounikine, P. (2007). Flexibility in macro-scripts for computer-supported collaborative learning. Journal of Computer Assisted Learning, 23(1), 1–13. https://doi.org/10.1111/j.1365-2729.2007.00191.x.
Eby, L. T., & Dobbins, G. H. (1997). Collectivistic orientation in teams: An individual and group-level analysis. Journal of Organizational Behavior, 18(3), 275–295.
Ellis, H. C., & Ashbrook, P. W. (1988). Resource allocation model of the effect of depressed mood states on memory. In K. Fiedler & J. Forgas (Eds.), Affect, cognition, and social behavior (pp. 25–43). Toronto: Hogrefe International.
Fischer, F., Kollar, I., Stegmann, K., & Wecker, C. (2013). Toward a script theory of guidance in computer-supported collaborative learning. Educational Psychologist, 48(1), 56–66. https://doi.org/10.1080/00461520.2012.748005.
Frijda, N. H. (1986). The emotions. Cambridge: Cambridge University Press.
Ge, X., & Land, S. M. (2004). A conceptual framework for scaffolding III-structured problem-solving processes using question prompts and peer interactions. Educational Technology Research and Development, 52(2), 5–22. https://doi.org/10.1007/BF02504836.
Georghiades, P. (2000). Beyond conceptual change learning in science education: Focusing on transfer, durability and metacognition. Educational Research, 42(2), 119–139.
Goos, M., Galbraith, P., & Renshaw, P. (2002). Socially mediated metacognition: Creating collaborative zones of proximal development in small group problem solving. Educational Studies in Mathematics, 49(2), 193–223. https://doi.org/10.1023/A:1016209010120.
Hadwin, A. F., Järvelä, S., & Miller, M. (2011). Self-regulated, co-regulated, and socially shared regulation of learning. In B. J. Zimmerman & D. H. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 65–86). New York: Routledge.
Halpern, D. F. (1998). Teaching critical thinking for transfer across domains: Dispositions, skills, structure training, and metacognitive monitoring. American Psychologist, 53, 449–455.
Hämäläinen, R., & Häkkinen, P. (2010). Teachers' instructional planning for computer-supported collaborative learning: Macro-scripts as a pedagogical method to facilitate collaborative learning. Teaching and Teacher Education, 26(4), 871–877. https://doi.org/10.1016/j.tate.2009.10.025.
Hillyard, C., Gillespie, D., & Littig, P. (2010). University students’ attitudes about learning in small groups after frequent participation. Active Learning in Higher Education, 11(1), 9–20. https://doi.org/10.1177/1469787409355867.
Hurme, T.-R., Palonen, T., & Järvelä, S. (2006). Metacognition in joint discussions: An analysis of the patterns of interaction and the metacognitive content of the networked discussions in mathematics. Metacognition and Learning, 1(2), 181–200. https://doi.org/10.1007/s11409-006-9792-5.
Iiskala, T., Vauras, M., Lehtinen, E., & Salonen, P. (2011). Socially shared metacognition of dyads of pupils in collaborative mathematical problem-solving processes. Learning and Instruction, 21(3), 379–393. https://doi.org/10.1016/j.learninstruc.2010.05.002.
Jacobs, S., & Gross, J. J. (2014). Emotion regulation in education: Conceptual foundations, current applications, and future directions. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), Handbook of emotions in education (pp. 183–201). New York: Routledge.
Janssen, J., Erkens, G., Kirschner, P. A., & Kanselaar, G. (2012). Task-related and social regulation during online collaborative learning. Metacognition and Learning, 7(1), 25–43. https://doi.org/10.1007/s11409-010-9061-5.
Järvelä, S., & Hadwin, A. F. (2013). New Frontiers: Regulating learning in CSCL. Educational Psychologist, 48(1), 25–39. https://doi.org/10.1080/00461520.2012.748006.
Järvelä, S., Volet, S., & Järvenoja, H. (2010). Research on motivation in collaborative learning: Moving beyond the cognitive-situative divide and combining individual and social processes. Educational Psychologist, 45(1), 15–27. https://doi.org/10.1080/00461520903433539.
Järvelä, S., Järvenoja, H., & Näykki, P. (2013). Analyzing regulation of motivation as an individual and social process e a situated approach. In M. Vauras & S. Volet (Eds.), EARLI series: New perspectives on learning and instruction Interpersonal regulation of learning and Motivation: Methodological advances (pp. 170–187). London: Routledge.
Järvelä, S., Kirschner, P. A., Panadero, E., Malmberg, J., Phielix, C., Jaspers, J., Koivuniemi, M., & Järvenoja, H. (2014). Enhancing socially shared regulation in collaborative learning groups: Designing for CSCL regulation tools. Educational Technology Research and Development, 63(1), 125–142. https://doi.org/10.1007/s11423-014-9358-1.
Järvelä, S., Kirschner, P. A., Hadwin, A., Järvenoja, H., Malmberg, J., Miller, M., & Laru, J. (2016a). Socially shared regulation of learning in CSCL: Understanding and prompting individual- and group-level shared regulatory activities. International Journal of Computer-Supported Collaborative Learning, 11(3), 263–280. https://doi.org/10.1007/s11412-016-9238-2.
Järvelä, S., Järvenoja, H., Malmberg, J., Isohätälä, J., & Sobocinski, M. (2016b). How do types of interaction and phases of self-regulated learning set a stage for collaborative engagement? Learning and Instruction, 43, 39–51. https://doi.org/10.1016/j.cedpsych.2017.01.009.
Järvenoja, H., & Järvelä, S. (2009). Emotion control in collaborative learning situations: Do students regulate emotions evoked by social challenges? British Journal of Educational Psychology, 79(3), 463–481. https://doi.org/10.1348/000709909X402811.
Järvenoja, H., Järvelä, S., & Malmberg, J. (2015). Understanding regulated learning in Situative and contextual frameworks. Educational Psychologist, 50(3), 204–219. https://doi.org/10.1080/00461520.2015.1075400.
Jermann, P., & Dillenbourg, P. (2003). Elaborating new arguments through a CSCL script. In J. Andriessen, M. Baker, & D. Suthers (Eds.), Arguing to learn: Confronting cognitions in computer-supported collaborative learning environments (pp. 205–226). Dordrecht: Kluwer Academic Publishers.
Kalyuga, S. (2009). Instructional designs for the development of transferable knowledge and skills: A cognitive load perspective. Computers in Human Behavior, 25, 332–338.
Khosa, D. K., & Volet, S. E. (2014). Productive group engagement in cognitive activity and metacognitive regulation during collaborative learning: Can it explain differences in students’ conceptual understanding? Metacognition and Learning, 9(3), 287–307. https://doi.org/10.1007/s11409-014-9117-z.
King, A. (1992). Facilitating elaborative learning through guided student-generated questioning. Educational Psychologist, 27(1), 111–126. https://doi.org/10.1207/s15326985ep2701_8.
King, A. (2007). Scripting collaborative learning processes: A cognitive perspective. In F. Fischer, I. Kollar, H. Mandl, & J. Haake (Eds.), Scripting computer-supported collaborative learning: Cognitive, computational and educational perspectives (pp. 13–37). New York: Springer.
Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why minimal guidance during instruction does not work: An analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educational Psychologist, 41(2), 75–86. https://doi.org/10.1207/s15326985ep4102_1.
Kobbe, L., Weinberger, A., Dillenbourg, P., Harrer, A., Hämäläinen, R., Häkkinen, P., & Fischer, F. (2007). Specifying computer-supported collaboration scripts. International Journal of Computer-Supported Collaborative Learning, 2(2–3), 211–224. https://doi.org/10.1007/s11412-007-9014-4.
Kollar, I., Fischer, F., & Hesse, F. W. (2006). Collaboration scripts - a conceptual analysis. Educational Psychology Review, 18(2), 159–185. https://doi.org/10.1007/s10648-006-9007-2.
Kreijns, K., Kirschner, P. A., & Jochems, W. (2003). Identifying the pitfalls for social interaction in computer-supported collaborative learning environments: A review of the research. Computers in Human Behavior, 19(3), 335–353. https://doi.org/10.1016/S0747-5632(02)00057-2.
Kwon, K., Liu, Y.-H., & Johnson, L. P. (2014). Group regulation and social-emotional interactions observed in computer supported collaborative learning: Comparison between good vs. poor collaborators. Computers and Education, 78, 185–200. https://doi.org/10.1016/j.compedu.2014.06.004.
Lajoie, S. P., Lee, L., Poitras, E., Bassiri, M., Kazemitabar, M., Cruz-Panesso, I., Hmelo-Silver, C., Wiseman, J., Chan, L. K., & Lu, J. (2015). The role of regulation in medical student learning in small groups: Regulating oneself and others' learning and emotions. Computers in Human Behavior, 52, 601–616. https://doi.org/10.1016/j.chb.2014.11.073.
Lazarus, R. S. (1991). Cognition and motivation in emotion. American Psychologist, 46(4), 352–367.
Lee, A., O’Donnell, A. M., & Rogat, T. K. (2015). Exploration of the cognitive regulatory sub-processes employed by groups characterized by socially shared and other-regulation in a CSCL context. Computers in Human Behavior, 52, 617–627. https://doi.org/10.1016/j.chb.2014.11.072.
Linnenbrink-Garcia, L., Rogat, T. K., & Koskey, K. L. K. (2011). Affect and engagement during small group instruction. Contemporary Educational Psychology, 36(1), 13–24. https://doi.org/10.1016/j.cedpsych.2010.09.001.
Ludvigsen, S. (2016). CSCL: Connecting the social, emotional and cognitive dimensions. International Journal of Computer-Supported Collaborative Learning, 11(2), 115–121.
Meinhardt, J., & Pekrun, R. (2003). Attentional resource allocation to emotional events: An ERP study. Cognition and Emotion, 17, 477–500.
Miles, M. B., & Huberman, A. M. (1994). Qualitative data analysis: An expanded sourcebook (2nd ed.). Thousand Oaks: Sage.
Miller, M., & Hadwin, A. (2015). Scripting and awareness tools for regulating collaborative learning: Changing the landscape of support in CSCL. Computer in Human Behavior, 52, 573–588.
Mullins, D., Deiglmayr, A., & Spada, H. (2013). Motivation and emotion shaping knowledge co-construction. In M. J. Baker, J. Andriessen, & S. Järvelä (Eds.), Affective learning together: Social and emotional dimensions of collaborative learning (pp. 139–161). Abingdon: Routledge.
Näykki, P., & Järvelä, S. (2008). How pictorial knowledge representations mediate collaborative knowledge construction in groups. Journal of Research on Technology in Education, 40(3), 359–387. https://doi.org/10.1080/15391523.2008.10782512.
Näykki, P., Järvelä, S., Kirschner, P. A., & Järvenoja, H. (2014). Socio-emotional conflict in collaborative learning-a process-oriented case study in a higher education context. International Journal of Educational Research, 68, 1–14.
Näykki, P., Järvenoja, H., Järvelä, S., & Kirschner, P. (2017). Monitoring makes a difference: Quality and temporal variation in teacher education students’ collaborative learning. Scandinavian Journal of Educational Research, 61(1), 31–46. https://doi.org/10.1080/00313831.2015.1066440.
Noroozi, O., Kirschner, P. A., Biemans, H. J. A., & Mulder, M. (2017). Promoting argumentation competence: Extending from first- to second-order scaffolding through adaptive fading. Educational Psychology Review, 1–24. https://doi.org/10.1007/s10648-017-9400-z.
O'Donnell, A. N., & Dansereau, D. F. (1992). Scripted cooperation in student dyads: A method for analyzing and enhancing academic learning and performance. In R. Hertz-Lazarowitz & N. Miller (Eds.), Interactions in cooperative groups. The theoretical anatomy of group learning (pp. 120–141). Cambridge: University Press.
O'Donnell, A. M., & King, A. (Eds.). (1999). Cognitive perspectives on peer learning. Mahwah: Erlbaum.
Osman, M. (2008). Positive transfer and negative transfer/antilearning of problem-solving skills. Journal of Experimental Psychology General, 137(1), 97.
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students’ self-regulated learning and achievement: A program of qualitative and quantitative research. Educational Psychologist, 37(2), 91–106.
Polo, C., Lund, K., Plantin, C., & Niccolai, G. (2016). Group emotions: The social and cognitive functions. International Journal of Computer-Supported Collaborative Learning, 11(2). https://doi.org/10.1007/s11412-016-9232-8.
Rogat, T. K., & Adams-Wiggins, K. R. (2014). Other-regulation in collaborative groups: Implications for regulation quality. Instructional Science, 42(6), 879–904.
Rogat, T. K., & Adams-Wiggins, K. R. (2015). Interrelation between regulatory and socioemotional processes within collaborative groups characterized by facilitative and directive other-regulation. Computers in Human Behavior, 52(3165), 589–600.
Rogat, T. K., & Linnenbrink-Garcia, L. (2011). Socially shared regulation in collaborative groups: An analysis of the interplay between quality of social regulation and group processes. Cognition and Instruction, 29(4), 375–415.
Rogat, T. K., & Linnenbrink-Garcia, L. (2013). Understanding quality variation in socially shared regulation: A focus on methodology. In S. Volet & M. Vauras (Eds.), Interpersonal regulation of learning and motivation (pp. 102–124). London: Routledge.
Roscoe, R. D., & Chi, M. T. H. (2008). Tutor learning: The role of explaining and responding to questions. Instructional Science, 36(4), 321–350.
Ryu, S., & Lombardi, D. (2015). Coding classroom interactions for collective and individual engagement. Educational Psychologist, 50(1), 70–83.
Saab, N. (2012). Team regulation, regulation of social activities or co-regulation: Different labels for effective regulation of learning in CSCL. Metacognition and Learning, 7(1), 1–6.
Salas, E., Sims, D. E., & Shawn Burke, C. (2005). Is there a “big five” in teamwork? Small Group Research, 36(5), 555–599.
Schunk, D. H., & Zimmerman, B. J. (Eds.). (1998). Self-regulated learning: From teaching to self-reflective practice. New York: Guildford Press.
Schutz, P. A., & Davis, H. A. (2000). Emotions and self-regulation during test taking. Educational Psychologist, 35(4), 243–256.
Sinha, S., Kempler Rogat, T., Adams-Wiggins, K. R., & Hmelo-Silver, C. E. (2015). Collaborative group engagement in a CSCL environment. International Journal of Computer-Supported Collaborative Learning, 10, 273–307. https://doi.org/10.1007/s11412-015-9218-y.
Stegmann, K., Kollar, I., Weinberger, A., & Fischer, R. (2016). Appropriation from a script theory of guidance perspective: A response to Pierre Tchounikine. International Journal of Computer-Supported Collaborative Learning, 11(3), 371–379.
Strijbos, J.-W., Martens, R. L., Prins, F. J., & Jochems, W. M. G. (2006). Content analysis: What are they talking about? Computers and Education, 46(1), 29–48.
Summers, M., & Volet, S. (2010). Group work does not necessarily equal collaborative learning: Evidence from observations and self-reports. European Journal of Psychology of Education, 25(4), 473–492.
Tchounikine, P. (2016). Contribution to a theory of CSCL scripts: Taking into account the appropriation of scripts by learners. International Journal of Computer-Supported Collaborative Learning, 11(3), 349–369.
Teasley, S. D. (1997). Talking about reasoning: How important is the peer in peer collaboration? In L. B. Resnick, R. Säljö, C. Pontecorvo, & B. Burge (Eds.), Discourse, tools and reasoning (pp. 361–384). Berlin Heidelberg: Springer.
Thompson, S. D., Martin, L., Richards, L., & Branson, D. (2003). Assessing critical thinking and problem solving using a web-based curriculum for students. Internet and Higher Education, 6(2), 185–191.
Ucan, S., & Webb, M. (2015). Social regulation of learning during collaborative inquiry learning in science: How does it emerge and what are its functions? International Journal of Science Education, 37(15), 2503–2532.
Van Den Bossche, P., Gijselaers, W. H., Segers, M., & Kirschner, P. A. (2006). Social and cognitive factors driving teamwork in collaborative learning environments: Team learning beliefs and behaviors. Small Group Research, 37(5), 490–521.
Vogel, F., Wecker, C., Kollar, I., & Fischer, F. (2016). Socio-cognitive scaffolding with computer-supported collaboration scripts: A meta-analysis. Educational Psychology Review, 1–35. https://doi.org/10.1007/s10648-016-9361-7.
Volet, S., & Mansfield, C. (2006). Group work at university: Significance of personal goals in the regulation strategies of students with positive and negative appraisals. Higher Education Research & Development, 25(4), 341–356. https://doi.org/10.1080/07294360600947301.
Wang, Q. (2009). Design and evaluation of a collaborative learning environment. Computers and Education, 53(4), 1138–1146.
Webb, N. M., Franke, M. L., De, T., Chan, A. G., Freund, D., Shein, P., & Melkonian, D. K. (2009). ‘explain to your partner’: Teachers’ instructional practices and students’ dialogue in small groups. Cambridge Journal of Education, 39(1), 49–70.
Weinberger, A., Ertl, B., Fischer, F., & Mandl, H. (2005). Epistemic and social scripts in computer-supported collaborative learning. Instructional Science, 33(1), 1–30.
Weinberger, A., Stegmann, K., & Fischer, F. (2007). Knowledge convergence in collaborative learning: Concepts and assessment. Learning and Instruction, 17(4), 416–426.
Wolters, C. A. (2003). Regulation of motivation: Evaluating an underemphasized aspect of self-regulated learning. Educational Psychologist, 38(4), 189–205.
Wood, D., Bruner, J. S., & Ross, G. (1976). The role of tutoring in problem solving. Journal of Child Psychology and Psychiatry and Allied Disciplines, 17(2), 89–100.
Zimmerman, B. J. (1989). A social cognitive view of self-regulated academic learning. Journal of Educational Psychology, 81(3), 329–339.