Skip to main content

Anxiety Awareness in Education: A Prototype Biofeedback Device

  • Chapter
  • First Online:

Abstract

Students’ anxiety recognition may provide significant support for self-regulation and teaching and coaching quality. From physiology it is known that high anxiety usually results in increasing skin conductivity to electrical current. Furthermore, people under stressful conditions usually show increased heart-rate values. The purpose of this chapter is to present a prototype device that measures the anxiety level of a person by collecting bio-signals. The device has been evaluated by persons engaged in learning activities in order to investigate whether and how it could augment the educational process. This work concludes that student’s anxiety recognition and regulation seems to be an important factor in implementing personalized learning activities.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  • Allen, B., & Carifio, J. (1995). Methodology for the analysis of emotion experiences during mathematical problem solving. Annual Conference of the New England Educational Research Organization, Portsmouth.

    Google Scholar 

  • Challoner A. V. J. (1979). Photoelectric plethysmography for estimating cutaneous blood flow Non-Invasive Physiological Measurements vol 1 ed P Rolfe (London: Academic) pp 125–51.

    Google Scholar 

  • D’Mello, S. K. (2012). Affect trajectories during complex learning. In N. Seel et al. (Eds.), Encyclopedia of the sciences of learning. New York, NY: Springer.

    Google Scholar 

  • D’Mello, S., Craig, S., & Graesser, A. (2009). Multi-method assessment of affective experience and expression during deep learning. International Journal of Learning Technology, 4(3/4), 165–187.

    Article  Google Scholar 

  • D’Mello, S. K., & Graesser, A. C. (2012). Dynamics of affective states during complex learning. Learning and Instruction, 22, 145–157.

    Article  Google Scholar 

  • Hatfield, E., Cacioppo, J. T., & Rapson, R. L. (1994). Emotional contagion. New York, NY: Cambridge University Press.

    Google Scholar 

  • Johnson, D. W., & Johnson, R. T. (1974). Instructional goal structure: Cooperative, competitive or individualistic. Review of Educational Research, 4, 213–240.

    Article  Google Scholar 

  • Leonard W. J., Dufresne R. J., Gerace W. J., & Mestre J. P. (1999). Collaborative Group Techniques. A discussion of teaching via small-group cooperative learning work.

    Google Scholar 

  • Lepper, M. R., & Henderlong, J. (2000). Turning ―play into ―work and ―work into ―play: 25 years of research on intrinsic versus extrinsic motivation. In C. Sansone & J. M. Harackiewicz (Eds.), Intrinsic and extrinsic motivation: The search for optimal motivation and performance (pp. 257–307). San Diego, CA: Academic.

    Chapter  Google Scholar 

  • Likert, R. (1932). A technique for the measurement of attitudes. Archives of Psychology, 140(1), 44–53.

    Google Scholar 

  • Linnenbrink, E. A., & Pintrich, P. R. (2002). The role of motivational beliefs in conceptual change. In M. Limon & L. Mason (Eds.), Reconsidering conceptual change: Issues in theory and practice (pp. 115–135). Dordretch, Netherlands: Kluwer Academic Publishers.

    Chapter  Google Scholar 

  • Lykken, D. T., & Venables, P. (1971). Direct measurement of skin conductance: A proposal for standardization. Psychophysiology, 8, 656–672. Designated a Citation Classic, Institute for Scientific Information.

    Article  Google Scholar 

  • Meyer, D. K., & Turner, J. C. (2006). Re-conceptualizing emotion and motivation to learn in classroom contexts. Educational Psychology Review, 18, 377–390.

    Article  Google Scholar 

  • Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Review, 18, 315–341.

    Article  Google Scholar 

  • Spielberger, C. D., Gorush, R. L., & Lushene, R. E. (1970). The State-Trait Anxiety Inventory. Palo Alto, CA: Consulting Psychologists Press.

    Google Scholar 

  • Stein, N. L., & Hernandez, M. W. (2007). Assessing understanding and appraisals during emotional experience: The development and use of the Narcoder. In J. A. Coan & J. J. Allen (Eds.), Handbook of emotion elicitation and assessment. New York, NY: Oxford University Press.

    Google Scholar 

  • Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478.

    Google Scholar 

  • Wall, S. (2004). What is Biofeedback? Available at http://www.7hz.com/what.html.

    Google Scholar 

  • Zeidner, M. (1998). Test anxiety: The state of the art. New York, NY: Plenum Press.

    Google Scholar 

  • Zeidner, M. (2007). Test anxiety in educational contexts: What I have learned so far. In P. A. Schutz & R. Pekrun (Eds.), Emotion in education (pp. 165–184). San Diego, CA: Academic.

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hippokratis Apostolidis .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer Science+Business Media New York

About this chapter

Cite this chapter

Apostolidis, H., Stylianidis, P., Tsiatsos, T. (2014). Anxiety Awareness in Education: A Prototype Biofeedback Device. In: Karagiannidis, C., Politis, P., Karasavvidis, I. (eds) Research on e-Learning and ICT in Education. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-6501-0_18

Download citation

Publish with us

Policies and ethics