Deceptive indicators

Using Indicator Waves to measure deception

Authors

  • Michelle Ligovich Murdoch University
  • Yasmin Richards Murdoch University
  • David Clarke University of Nottingham
  • David Keatley Murdoch University

DOI:

https://doi.org/10.1558/ijsll.25642

Keywords:

lying, deception detection, nonverbal communication, temporal methods, sequence analysis

Abstract

Correctly identifying when an individual is lying based on their nonverbal communication has been a central aim of researchers and practitioners. Traditionally, research has focused on individual ‘tells’ or indicators of deception. More recently, researchers have focused on clusters and sequences of nonverbal gestures; however, these methods can lead to complex outputs that are difficult to interpret. The current research uses a newly developed temporal method, Indicator Waves, to analyse the concurrent and sequential nonverbal communication of individuals caught verbally lying on tape. The analyses show the complexity of nonverbal behaviours in simplified wave diagrams and the importance of using linguistics to code nonverbal deceptive behaviours accurately. Statements made by individuals were analysed using Statement Analysis and nonverbal gestures related to lips, head, eyes and upper body were shown to change between deceptive and truthful individuals, both in the lead-up to lying and post-lying. This research is the first to use Indicator Waves in deception detection and provides a new simplified approach for understanding complex patterns of nonverbal communication in lying.

Author Biographies

  • Michelle Ligovich, Murdoch University

    Michelle Ligovich is a criminology graduate from Murdoch University. During her studies, Michelle specialised in temporal analyses of criminal cases and was an integral part of the Cold Case Review internship (CCRi). Michelle conducted research in criminal behaviour, deception detection, and applied methods.

  • Yasmin Richards, Murdoch University

    Yasmin Richards is a PhD student and an academic tutor in criminology at Murdoch University. She is an active member of several national and international research groups including Forensic Linguistic Analysis Group (FLAG), Cold Case Review internships (CCRi) and Researchers in Behavior Sequence Analysis (ReBSA). She has published several papers in the field of deception detection; specifically, temporal methods that can assist law enforcement with ongoing investigations.

  • David Clarke, University of Nottingham

    David Clarke is Emeritus Professor of Psychology, and former Head of the School of Psychology at the University of Nottingham, UK. He holds doctorates from the Universities of Oxford and Cambridge, and mainly researches pathways into and out of dangerous situations, using Behavioural Sequence Analysis. He is a Fellow of the British Psychological Society and a Chartered Psychologist.

  • David Keatley, Murdoch University

    David Keatley is an Associate Professor in Criminology at Murdoch University. He is Director of Researchers in Behavior Sequence Analysis (ReBSA); Forensic Linguistics Analysis Group (FLAG); and Cold Case Review internships (CCRi). He has published over 70 articles in leading academic journals and published three books. Alongside his academic work, he has also consulted with police departments around the world on a number of cold and current cases. 

References

Adams, S. and Jarvis, J. P. (2006) Indicators of veracity and deception: an analysis of written statements made to police. International Journal of Speech, Language, and Law 13(1): 2–22. https://doi.org/10.1558/sll.2006.13.1.1

Archer, D. and Lansley, C. (2015) Public appeals, news interviews and crocodile tears: an argument for multi-channel analysis. Corpora 10(2): 231–258. https://doi.org/10.3366/cor.2015.0075

Burgoon, J. K., Proudfoot, J. G., Schuetzler, R. and Wilson, D. (2014) Patterns of nonverbal behavior associated with truth and deception: illustrations from three experiments. Journal of Nonverbal Behavior 38(3): 325–354. https://doi.org/10.1007/s10919-014-0181-5

Burgoon, J. K., Schuetzler, R. and Wilson, D. W. (2015) Kinesic patterning in deceptive and truthful interactions. Journal of Nonverbal Behavior 39(1): 1–24. https://doi.org/10.1007/s10919-014-0190-4

Denault, V., Plusquellec, P., Jupe, L. M., St-Yves, M., Dunbar, N. E., Hartwig, M., Sporer, S. L., Rioux-Turcotte, J., Jarry, J., Walsh, D., Otgaar, H., Viziteu, A., Talwar, V., Keatley, D. A., Blandón-Gitlin, I., Townson, C., Deslauriers-Varin, N., Lilienfeld, S. O., Patterson, M. L., Areh, I., Allan, A., Evans Cameron, H., Boivin, R., ten Brinke, L., Masip, J., Bull, R., Cyr, M., Hope, L., Strömwall, L. A., Bennett, S. J., Al Menaiya, F., Leo, R. A., Vredeveldt, A., Laforest, M., Honts, C. R., Manzanero, A. L., Mann, S., Granhag, P.-A., Ask, K., Gabbert, F., Guay, J.-P., Coutant, A., Hancock, J., Manusov, V., Burgoon, J. K., Kleinman, S. M., Wright, G., Landström, S., Freckelton, I., Vernham, Z. and Koppen, P. J. V. (2020) The analysis of nonverbal communication: the dangers of pseudoscience in security and justice contexts. Anuario de Psicologia Juridica 30(1): 1–12. https://doi.org/10.5093/apj2019a9

DePaulo, B. M., Lindsay, J. J., Malone, B. E., Muhlenbruck, L., Charlton, K. and Cooper, H. (2003) Cues to deception. Psychological Bulletin 129(1): 74–118. https://doi.org/10.1037/0033-2909.129.1.74

Ekman, P. (2006) Darwin, deception, and facial expression. Annals of the New York Academy of Sciences 1000(1): 205–221. https://doi.org/10.1196/annals.1280.010

Ekman, P. and Friesen, W. V. (1969) Nonverbal leakage and clues to deception. Psychiatry 32(1): 88–106. https://doi.org/10.1080/00332747.1969.11023575

Ekman, P. and Friesen, W. V. (1974) Detecting deception from the body or face. Journal of Personality and Social Psychology 29(3): 288–298. https://doi.org/10.1037/h0036006

Gast, V. (2023) The temporal alignment of speech-accompanying eyebrow movement and voice pitch: a study based on Late Night Show interviews. Behavioral Science 13: 52. https://doi.org/10.3390/bs13010052

Hartwig, M. and Bond, C. F., Jr. (2011) Why do lie-catchers fail? A lens model meta-analysis of human lie judgements. Psychological Bulletin 137(4): 643–659. https://doi.org/10.1037/a0023589

Keatley, D. A. (2018) Pathways in Crime: An Introduction to Behavior Sequence Analysis. London: Palgrave Macmillan.

Keatley, D. A. (2020) The Timeline Toolkit: Temporal Methods for Crime Research. Perth, Australia: ReBSA Publications.

Keatley, D. A. (2023). The Deception Detection Handbook. Perth, Australia: ReBSA Publications.

Keatley, D. A. and Clarke, D. D. (2018) Indicator waves: a new temporal method for measuring multiple behaviors as indicators of future events. Measuring Behavior 92–95. https://archive.measuringbehavior.org/mb2018/sequence-analysis-approaches-discovering-hidden-temporal-patterns-behaviour.html

Keatley, D. A., Marono, A. J. and Clarke, D. D. (2023) Prevalence scores: an addition to behaviour sequence analysis. Journal of Criminal Psychology. https://doi.org/10.1108/JCP-05-2023-0036

King, J. P. J., Loy, J. E., Rohde, H. and Corley, M. (2020) Interpreting nonverbal cues to deception in real time. PLoS ONE 15(3). https://doi.org/10.1371/journal.pone.0229486

Lockwood, J., Babbage, C., Bird, K., Thynne, I., Barsky, A., Clarke, D. D. and Townsend, E. (2023) A comparison of temporal pathways to self-harm in young people compared to adults: a pilot test of the Card-Sort Task for self-harm online using indicator wave analysis. Frontiers Psychiatry. https://10.3389/fpsyt.2022.938003

Magnusson, M. S. (2000) Discovering hidden time patterns in behavior: T-patterns and their detection. Behavior Research Methods, Instruments, and Computers: A Journal of the Psychonomic Society 32(1): 93–110. https://doi.org/10.3758/Bf03200792

Magnusson, M. S., Burgoon, J. K., and Casarrubea, M. (2016) Discovering Hidden Temporal Patterns in Behavior and Interaction: T-Pattern Detection and Analysis with THEME. New York: Springer.

Mann, S., Vrij, A. and Bull, R. (2002) Suspects, lies, and videotape: An analysis of authentic high-stake liars. Law and Human Behavior 26(3): 365–376. https://doi.org/10.1023/A:1015332606792

Marono, A., Clarke, D. D., Navarro, J. and Keatley, D. A. (2017) A behavior sequence analysis of nonverbal communication and deceit in different personality clusters. Psychiatry, Psychology, and Law 24(5): 1–15. https://doi.org/10.1080/13218719.2017.1308783

Marono, A., Clarke, D. D., Navarro, J. and Keatley, D. A. (2018) A sequence analysis of nonverbal behavior and deception. Journal of Police and Criminal Psychology 33(2): 109–117. https://doi.org/10.1007/s11896-017-9238-9

Meservy, T. O., Jensen, M. L., Kruse, J., Burgoon, J. K., Nunamaker, J. F., Twitchell, D. P., Tsechpenakis, G. and Metaxas, D. N. (2005) Deception detection through automatic, unobtrusive analysis of nonverbal behavior. IEEE Intelligent Systems 20(5): 36–43. https://doi.org/10.1109/MIS.2005.85

Navarro, J. and Karlins, M. (2008) What Every BODY is Saying. New York: Harper Collins.

Picornell, I. (2013) Analysing deception in written witness statements. Linguistic Evidence in Security, Law and Intelligence 1: 41–50. https://doi.org/10.5195/lesli.2013.2

Richards, Y. and Keatley, D. A. (2023) Pathways to truth: using criteria-based content analysis in missing person cases. Journal of Criminal Psychology 13(3): 239–253. https://doi.org/10.1108/JCP-03-2023-0014

Richards, Y., McClish, M. and Keatley, D. A. (2023a) Finding the missing: using statement analysis to assist in missing persons cases. Journal of Criminal Psychology. https://doi.org/10.1108/JCP-02-2023-0008

Richards, Y., McClish, M. and Keatley, D. A. (2023b) Sequencing statements: using behaviour sequence analysis with statement analysis to indicate deception. Journal of Criminal Psychology. https://doi.org/10.1108/JCP-03-2023-0014

Schmidt, K. L. and Cohn, J. F. (2001) Human facial expressions as adaptions: evolutionary questions in facial expression research. American Journal of Physical Anthropology 116(33): 3–24. https://doi.org/10.1002/ajpa.20001

Sporer, S. L. and Schwandt, B. (2007) Moderators of nonverbal indicators of deception: a meta-analytic synthesis. Psychology, Public Policy, and Law 13(1): 1–34. https://doi.org/10.1037/1076-8971.13.1.1

Strömwall, L. and Granhag, P. A. (2003) How to detect deception? Arresting the beliefs of police officers, prosecutors and judges. Psychology, Crime & Law 9(1): 19–36. https://doi.org/10.1080/10683160308138

Strömwall, L. A., Hartwig, M. and Granhag, P. A. (2006) To act truthfully: nonverbal behavior and strategies during a police investigation. Psychology, Crime & Law 12(2): 207–219. https://doi.org/10.1080/10683160512331331328

Vrij, A. (1995). Behavioral correlates of deception in a simulated police interview. Journal of Psychology 129(1): 15–28. https://doi.org/10.1080/00223980.1995.9914944

Vrij, A., Akehurst, L., Soukara, S. and Bull, R. (2004) Detecting deceit via analyses of verbal and nonverbal behavior in children and adults. Human Communication Research 30(1). https://doi.org/10.1111/j.1468-2958.2004.tb00723.x

Vrij, A., Edward, K., Roberts, K. P. and Bull, R. (2000) Detecting deceit via analysis of verbal and nonverbal behavior. Journal of Nonverbal Behavior 24(4): 239–263. https://doi.org/10.1023/A:1006610329284

Vrij, A., Hartwig, M. and Granhag, P. A. (2019) Reading lies: nonverbal communication and deception. Annual Review of Psychology 70. https://doi.org/10.1146/annurev-psych-010418-103135

Wright Whelan, C., Wagstaff, G. F. and Wheatcroft, J. M. (2014) High-stakes lies: verbal and nonverbal cues to deception in public appeals for help with missing or murdered relatives. Psychiatry, Psychology, and Law 21(4): 523–537. https://doi.org/10.1080/13218719.2013.839931

Published

2023-12-19

Issue

Section

Articles

How to Cite

Ligovich, M., Richards, Y., Clarke, D., & Keatley, D. (2023). Deceptive indicators: Using Indicator Waves to measure deception. International Journal of Speech, Language and the Law, 30(2), 268-292. https://doi.org/10.1558/ijsll.25642

Most read articles by the same author(s)

1 2 3 4 5 6 7 8 9 10 > >>