A Climate of Support: A Process-Oriented Analysis of the Impact of Rapport on Peer Tutoring

Prior work has found benefits of interpersonal closeness, or rapport, on student learning, but has primarily investigated its impact on learning outcomes, not learning processes. Moreover, such work often analyzes the direct impact of dyadic features like rapport on learning, without considering the role played by individual factors, such as learners’ prior knowledge and self-efficacy. In this paper, we investigate the intertwined impact that rapport, self-efficacy, and prior knowledge have on the process and outcomes of peer tutoring. We find that peer tutors in high-rapport dyads offer more help and prompt their tutees to explain their reasoning more than low-rapport dyads, with tutees in such dyads verbalizing their problem-solving process and proposing more steps and answers. Meanwhile, rapport is associated with increased procedural performance, but tutees’ self-efficacy and prior knowledge moderate the effect of rapport on tutees’ conceptual performance.

[1]  N. Ambady,et al.  Thin slices of expressive behavior as predictors of interpersonal consequences: A meta-analysis. , 1992 .

[2]  M. Azmitia,et al.  Friendship, transactive dialogues, and the development of scientific reasoning , 1993 .

[3]  M. González Politeness: some universals in language usage , 1995 .

[4]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[5]  Frank M. Pajares,et al.  Self-Efficacy Beliefs in Academic Settings , 1996 .

[6]  Kathryn R. Wentzel,et al.  Social-motivational processes and interpersonal relationships: Implications for understanding motivation at school. , 1999 .

[7]  Frank J. Bernieri,et al.  The Importance of Nonverbal Cues in Judging Rapport , 1999 .

[8]  R. Newman How Self-Regulated Learners Cope with Academic Difficulty: The Role of Adaptive Help Seeking , 2002 .

[9]  Judy M. Parr,et al.  Environments, processes, and mechanisms in peer learning , 2002 .

[10]  N. Webb,et al.  Promoting effective helping behavior in peer-directed groups , 2003 .

[11]  F. Fischer,et al.  The Interplay of Internal and External Scripts , 2007 .

[12]  J. D. Williams,et al.  Help seeking, self-efficacy, and writing performance among college students , 2011 .

[13]  Ran Zhao,et al.  Towards a Dyadic Computational Model of Rapport Management for Human-Virtual Agent Interaction , 2014, IVA.

[14]  Justine Cassell,et al.  We Click, We Align, We Learn: Impact of Influence and Convergence Processes on Student Learning and Rapport Building , 2015, INTERPERSONAL@ICMI.

[15]  Antonio Gomariz,et al.  The SPMF Open-Source Data Mining Library Version 2 , 2016, ECML/PKDD.

[16]  How Socio-Cognitive Information Affects Individual Study Decisions , 2016, ICLS.

[17]  Amy Ogan,et al.  The Effect of Friendship and Tutoring Roles on Reciprocal Peer Tutoring Strategies , 2016, ITS.

[18]  Bo Feng,et al.  Relationship closeness predicts unsolicited advice giving in supportive interactions , 2016 .

[19]  Amy Ogan,et al.  We’re in this Together: Intentional Design of Social Relationships with AIED Systems , 2016, International Journal of Artificial Intelligence in Education.

[20]  Nirmal Patel,et al.  Mining Frequent Learning Pathways from a Large Educational Dataset , 2017, ArXiv.

[21]  Daniel M. McNeish,et al.  Peer and teacher supports in relation to motivation and effort: A multi-level study , 2017 .

[22]  Amy Ogan,et al.  The Impact of Peer Tutors' Use of Indirect Feedback and Instructions , 2017, CSCL.