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The importance of accounting for off-task behaviours during data collection

Nature Human Behaviour volume 7, pages 1234–1236 (2023)Cite this article

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Off-task behaviours, such as media multitasking, are frequent in social science experiments and are especially common during online data collection. Such off-task behaviour can affect the quality of research data, making it crucial to understand the nature of this behaviour and to account for its influences.

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References

  1. Buhrmester, M., Kwang, T. & Gosling, S. D. Perspect. Psychol. Sci. 6, 3–5 (2011).

    Article  PubMed  Google Scholar 

  2. Wang, Z. & Tchernev, J. M. J. Commun. 62, 493–513 (2012).

    Article  Google Scholar 

  3. Drody, A. C., Pereira, E. J. & Smilek, D. Sci. Rep. 13, 781 (2023).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Hwang, Y. & Jeong, S. H. Comput. Human Behav. 81, 161–167 (2018).

    Article  Google Scholar 

  5. Yang, X. & Zhu, L. Int. J. Psychol. 51, 430–438 (2016).

    Article  PubMed  Google Scholar 

  6. Posner, M. I. Chronometric Explorations of Mind (Lawrence Erlbaum, 1978).

  7. Pashler, H. Psychol. Bull. 116, 220–244 (1994).

    Article  CAS  PubMed  Google Scholar 

  8. Daneman, M. & Carpenter, P. A. J. Verbal Learn. Verbal Behav. 19, 450–466 (1980).

    Article  Google Scholar 

  9. Smallwood, J. & Schooler, J. W. Psychol. Bull. 132, 946–958 (2006).

    Article  PubMed  Google Scholar 

  10. Ralph, B. C. W., Seli, P., Wilson, K. E. & Smilek, D. Psychol. Res. 84, 404–423 (2020).

    Article  PubMed  Google Scholar 

  11. Ralph, B. C. W., Smith, A. C., Seli, P. & Smilek, D. Psychol. Res. 85, 408–422 (2021).

    Article  PubMed  Google Scholar 

  12. Killingsworth, M. A. & Gilbert, D. T. Science 330, 932 (2010).

    Article  CAS  PubMed  Google Scholar 

  13. Seli, P. et al. Conscious. Cogn. 66, 74–78 (2018).

    Article  PubMed  Google Scholar 

  14. Casler, K., Bickel, L. & Hackett, E. Comput. Human Behav. 29, 2156–2160 (2013).

    Article  Google Scholar 

  15. Ralph, B. C., Smith, A. C., Seli, P. & Smilek, D. Can. J. Exp. Psychol. 74, 56–72 (2020).

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This work was made possible by a Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant awarded to D.S., an NSERC Post-graduate Scholarship awarded to A.C.D. and an NSERC Post-Doctoral Fellowship awarded to E.J.P. We thank members of the Vision and Attention lab for contributing to research and discussions on online off-task behaviours in recent years.

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  1. These authors contributed equally: Allison C. Drody, Effie J. Pereira.

Authors and Affiliations

  1. Department of Psychology, University of Waterloo, Waterloo, Ontario, Canada

    Allison C. Drody, Effie J. Pereira & Daniel Smilek

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  1. Allison C. Drody
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  2. Effie J. Pereira
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  3. Daniel Smilek
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Correspondence to Allison C. Drody.

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Nature Human Behaviour thanks David Rothschild and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

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Drody, A.C., Pereira, E.J. & Smilek, D. The importance of accounting for off-task behaviours during data collection. Nat Hum Behav 7, 1234–1236 (2023). https://doi.org/10.1038/s41562-023-01653-2

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