FireFlies2: Interactive Tangible Pixels to enable Distributed Cognition in Classroom Technologies

Continuous developments in the field of Human Computer Interaction (HCI) are resulting in an omnipresence of digital technologies in our everyday lives, which is also visible in the presence of supportive technologies in education. These technologies, e.g. tablets and computers, usually require focused attention to be operated, which hinders teachers from appropriating them while teaching. Peripheral interactive systems, which do not require focused attention, could play a role in relieving teachers' cognitive load, such that mental resources are freed to focus on other teaching tasks. This paper presents an exploratory study on enabling such cognitive offloading through peripheral interaction in the classroom. We present the design and a seven-week field deployment of FireFlies2 interactive tangible pixels which are distributed over the classroom. Our findings show that FireFlies2 supported cognitive processes of teachers and pupils in a number of scenarios.

[1]  Inge Molenaar,et al.  Learning analytics in practice: the effects of adaptive educational technology Snappet on students' arithmetic skills , 2016, LAK.

[2]  John Seely Brown,et al.  The coming age of calm technolgy , 1997 .

[3]  Barbara Sabitzer,et al.  Informatics is COOL: Cooperative and computer-assisted open learning , 2013, WiPSE '13.

[4]  Pierre Dillenbourg,et al.  Distributed Awareness for Class Orchestration , 2009, EC-TEL.

[5]  Judy Kay,et al.  MTFeedback: Providing Notifications to Enhance Teacher Awareness of Small Group Work in the Classroom , 2015, IEEE Transactions on Learning Technologies.

[6]  Paul A. Kirschner,et al.  Identifying the pitfalls for social interaction in computer-supported collaborative learning environments: a review of the research , 2003, Comput. Hum. Behav..

[7]  Erik Duval,et al.  Learning dashboards: an overview and future research opportunities , 2013, Personal and Ubiquitous Computing.

[8]  Mari Ervasti,et al.  Bringing technology into school: NFC-enabled school attendance supervision , 2009, MUM.

[9]  Philipp Koehn,et al.  Cognitive Psychology , 1992, Ageing and Society.

[10]  Brian D. Fisher,et al.  Facilitating the reuse process in distributed collaboration: a distributed cognition approach , 2012, CSCW.

[11]  Doris Hausen,et al.  Peripheral interaction: facilitating interaction with secondary tasks , 2012, TEI.

[12]  Elise van den Hoven,et al.  FireFlies: physical peripheral interaction design for the everyday routine of primary school teachers , 2013, TEI '13.

[13]  Stephen Voida,et al.  A tangible approach to time management , 2014, UbiComp Adjunct.

[14]  A. Clark,et al.  The Extended Mind , 1998, Analysis.

[15]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[16]  G. Salomon.  Distributed cognitions : psychological and educational considerations , 1997 .

[17]  Marco Kalz,et al.  Beyond the channel: A literature review on ambient displays for learning , 2013, Comput. Educ..

[18]  Edwin Hutchins,et al.  How a Cockpit Remembers Its Speeds , 1995, Cogn. Sci..

[19]  Sidhant Goyal,et al.  Code Bits: An Inexpensive Tangible Computational Thinking Toolkit For K-12 Curriculum , 2016, TEI.

[20]  Pierre Tchounikine,et al.  Clarifying design for orchestration: Orchestration and orchestrable technology, scripting and conducting , 2013, Comput. Educ..

[21]  K. Seers.  Qualitative data analysis , 2011, Evidence Based Nursing.

[22]  Janet C. Read,et al.  Evaluating Children's Interactive Products: Principles and Practices for Interaction Designers , 2008 .

[23]  Judith Good,et al.  Exploring affective technologies for the classroom with the subtle stone , 2010, CHI.

[24]  Elise van den Hoven,et al.  Peripheral interaction: characteristics and considerations , 2014, Personal and Ubiquitous Computing.

[25]  Berry Eggen,et al.  Understanding teachers’ routines to inform classroom technology design , 2016, Education and Information Technologies.

[26]  Saskia Bakker,et al.  Lernanto: Using an Ambient Display During Differentiated Instruction , 2016, CHI Extended Abstracts.

[27]  Jiajie Zhang,et al.  The Nature of External Representations in Problem Solving , 1997, Cogn. Sci..

[28]  Anind K. Dey,et al.  Heuristic evaluation of ambient displays , 2003, CHI '03.

[29]  Christiane Frede,et al.  Analyzing Student Practices in Theory of Computation in Light of Distributed Cognition Theory , 2016, ICER.

[30]  Alan F. Blackwell,et al.  Peripheral tangible interaction by analytic design , 2009, Tangible and Embedded Interaction.

[31]  Elise van den Hoven,et al.  Exploring peripheral interaction design for primary school teachers , 2012, TEI.

[32]  James D. Hollan,et al.  Distributed cognition: toward a new foundation for human-computer interaction research , 2000, TCHI.

[33]  Helen Sharp,et al.  The role of story cards and the wall in XP teams: a distributed cognition perspective , 2006, AGILE 2006 (AGILE'06).

[34]  Monika Richter,et al.  Cognition In The Wild , 2016 .