Orchestrating learning together and development of team-trust in neurologically typical and neurologically atypical students: A multicase study

Journal article


Malik, M. and Sime, J-A. 2022. Orchestrating learning together and development of team-trust in neurologically typical and neurologically atypical students: A multicase study. IEEE Transactions on Education . 65 (3), pp. 320-330. https://doi.org/10.1109/TE.2022.3195043
AuthorsMalik, M. and Sime, J-A.
Abstract

Contribution: This multicase study compares computer orchestrated learning together (COLT) and student orchestrated learning together (SOLT) in cooperatively preparing first year university students for collaborative activities. COLT using computer orchestrated group learning environment (COGLE) was perceived efficient, effective, and inclusive for team effectiveness as it helps build domain knowledge and trust between neurologically typical (NT) and/or neurologically atypical (NAT) teammates. This study confirms existing and identifies two new antecedents for trust, namely, resolving cognitive conflicts and real-time updates to domain knowledge.

Background: Industrial and organizational psychology literature links effective teamworking with domain knowledge and trust. Building team trust within a short period can be challenging, in particular in mixed teams of NT and NAT students. Facilitating teamwork can be resource hungry. Educational studies on trust and teamwork are therefore rare.

Research Questions: This study investigates how orchestration affects teamwork by asking: 1) how does computer and student orchestration affect domain knowledge acquisition in NT and NAT students? and 2) how does computer and student orchestration affect the development of trust between NT and/or NAT students? Methodology: Both qualitative and quantitative data were captured at multiple points within multiple (literal and theoretical replication) cases. Case summaries and a cross-case analysis provided further data and the methodological triangulation needed for analytical generalization. Findings: COGLE’s scaffolding and nonsocial prompts for cooperation, shared goal orientation, shared monitoring, and shared working not only helped NT and NAT students learn together but also helped develop team-trust quickly. Delayed interactions, low team-trust, and clique formation were seen in SOLT teams.

KeywordsTypically developing; Multi-case study; Triangulation; Cognitive domains; Knowledge acquisition; Collaborative activities; Psychological work; Team effectiveness; Cognitive conflict; ADHD; Flipped classroom; Engineering education
Year2022
JournalIEEE Transactions on Education
Journal citation65 (3), pp. 320-330
PublisherIEEE
ISSN0018-9359
1557-9638
Digital Object Identifier (DOI)https://doi.org/10.1109/TE.2022.3195043
Official URLhttps://ieeexplore.ieee.org/abstract/document/9851225
Publication dates
PrintAug 2022
Publication process dates
Deposited06 Oct 2025
Output statusPublished
Permalink -

https://repository.canterbury.ac.uk/item/9w33q/orchestrating-learning-together-and-development-of-team-trust-in-neurologically-typical-and-neurologically-atypical-students-a-multicase-study

  • 37
    total views
  • 1
    total downloads
  • 6
    views this month
  • 0
    downloads this month

Export as

Related outputs

Carrying out a GenAI-assisted scoping review - key lessons learnt
Malik, M. and Sime, J-A. 2025. Carrying out a GenAI-assisted scoping review - key lessons learnt. in: Ratner, S. (ed.) Artificial Intelligence in Education Oxford University (AIEOU) Inaugural Collaborator Conference Oxford
ALT South: Mind-metaphors for co-intelligence and collaboration with GenAI for teaching and learning
Malik, M. 2025. ALT South: Mind-metaphors for co-intelligence and collaboration with GenAI for teaching and learning.
How can AI be applied in research?
Malik, M. 2025. How can AI be applied in research?
How can AI support teaching in HE?
Malik, M. 2025. How can AI support teaching in HE?
Doing systematic reviews in technology enhanced learning
Malik, M. 2025. Doing systematic reviews in technology enhanced learning.
A systematic literature review of troublesome mathematics concepts within STEM disciplines
Shah, R. and Malik, M. 2025. A systematic literature review of troublesome mathematics concepts within STEM disciplines. Journal for Research in Mathematics Education.
Co-inference and collaboration: Empowering higher education staff and students through a GenAI literacy development framework based on mind-metaphor
Malik, M. 2025. Co-inference and collaboration: Empowering higher education staff and students through a GenAI literacy development framework based on mind-metaphor. Journal of Learning Development in Higher Education. 38.
Scoping review of the literature on undergraduate engineering student perceptions, attitudes, and emotions on failure
Wu-Blouin, M., Olsen, K. G., Malik, M. and Chen, L. R. 2025. Scoping review of the literature on undergraduate engineering student perceptions, attitudes, and emotions on failure.
Teamwork, co-regulation, and socially shared regulation skills within engineering education studies: A genAI-assisted scoping review
Malik, M. and Sime, J. A. 2025. Teamwork, co-regulation, and socially shared regulation skills within engineering education studies: A genAI-assisted scoping review.
Mind-metaphors for intuitive and effective use of GenAI in teaching, learning and assessment design
Malik, M. 2024. Mind-metaphors for intuitive and effective use of GenAI in teaching, learning and assessment design.
A landscape review of the literature focusing on the use of threshold concepts in mathematics teaching within higher education STEM disciplines
Shah, R. and Malik, M. 2024. A landscape review of the literature focusing on the use of threshold concepts in mathematics teaching within higher education STEM disciplines . in: Fujita, T. (ed.) Proceedings of the British Society for Research into Learning Mathematics 44(1) British Society for Research into Learning Mathematics.
Multiple-choice questions reimagined: Exploring the ethical and pedagogical implications of GenAI for higher education
Malik, M., Shah, R., Zimbitas, G. and Manna, S. 2024. Multiple-choice questions reimagined: Exploring the ethical and pedagogical implications of GenAI for higher education. in: Fujita, T (ed.) Proceedings of the British Society for Research into Learning Mathematics 44(1) British Society for Research into Learning Mathematics.
Impact of CDIO framework pedagogical approach adoption on the student learning and experience
Nortcliffe, A., Matei, G., Malik, M., Manna, S., Sheikholeslami, G. and James, H. 2024. Impact of CDIO framework pedagogical approach adoption on the student learning and experience.
GenAI in the hands of experts: A qualitative study of academics' experiences and future recommendations
Malik, M., Nortcliffe, A., Turner, S., Abdel-Maguid, M. and Shah, Rehan 2024. GenAI in the hands of experts: A qualitative study of academics' experiences and future recommendations .
Examopedia: Collaborative exam revision and effective formative feedback
Malik, M. 2023. Examopedia: Collaborative exam revision and effective formative feedback.
Large Language Modes: Threats and opportunities for just, equitable, diverse and inclusive higher education.
Malik, M. 2023. Large Language Modes: Threats and opportunities for just, equitable, diverse and inclusive higher education.
When AI meets Examopedia
Malik, M. 2023. When AI meets Examopedia.
Systematic review of literature: Understanding the benefits of optionality, differentiation on admissions to HE STEM courses
Malik, M. 2023. Systematic review of literature: Understanding the benefits of optionality, differentiation on admissions to HE STEM courses.
Directed study, ChatGPT led independent study and exam revision
Malik, M. and Gholinezhad, J. 2023. Directed study, ChatGPT led independent study and exam revision.
Triggering, developing and internalising teamworking skills in neuro-typical and neuro-atypical students with a computer orchestrated group learning environment: A multi case study
Malik, M. and Sime, J. A. 2022. Triggering, developing and internalising teamworking skills in neuro-typical and neuro-atypical students with a computer orchestrated group learning environment: A multi case study. in: SEFI 2022 50th Annual Conference of The European Society for Engineering Education: Towards a New Future in Engineering Education: New Scenarios that European Alliances of Tech Universities Open Up Barcelona, Spain pp. 499-509
A landscape review of the literature focussing upon the use of technology to support Problem, Case and Project based learning in Higher Education STEM disciplines
Malik, M. 2022. A landscape review of the literature focussing upon the use of technology to support Problem, Case and Project based learning in Higher Education STEM disciplines. in: Järvinen, H-M., Silvestre, S., Llorens, A. and Nagy, B. (ed.) Proceedings of the 50th SEFI Annual Conference of The European Society for Engineering Education Barcelona, Spain CIMNE. pp. 872-889