Basic and applied research on deception and its detection

214.6K
views
48
authors
16
articles
Editors
2
Impact
Loading...
23,546 views
33 citations
9,379 views
93 citations
30,543 views
126 citations
19,058 views
116 citations
Review
27 November 2012
The Current and Future Status of the Concealed Information Test for Field Use
Izumi Matsuda
1 more and 
John J. B. Allen
Illustrations of the five proposed statistical discrimination methods. Z_HR, a z-score of heart rate; Z_SCR, a z-score for skin conductance response; Z_PV, a z-score for pulse volume; p, probability. (A) The logistic regression method is similar to z-score averaging, but each z-score is weighted according to the accuracy of the measure estimated from previous datasets. (B) The latent class discrimination method is a two-layer model of the logistic regression method. There is an appropriate regression formula for each class, and the result of the regression formula is summed across classes with a weight of the likelihood of an examinee belonging to a class according to his/her pretest result. (C) The Bayesian classification method calculates the probability of recognition by multiplying prior probabilities and the probabilities that a standardized response value of each measure exceeds/does not exceed a threshold in the recognition condition. Here is the case that a participant’s heart rate change and skin conductance response exceeded the threshold, while his/her pulse volume did not exceed the threshold. (D) In the multivariate normal distribution method, a guilty model (two-distribution model) and an innocent model (one-distribution model) are applied to the obtained responses in a CIT (each small circle represents a response to a critical (yellow) or a non-critical (white) item). The better fitted model will be selected. (E) The dynamic mixture distribution method uses time series and is an extended version of the multivariate normal distribution method. In this method, a guilty model (representing time series with a mixture of three distributions) and an innocent model (representing time series with a mixture of two distributions) are applied to the obtained time series in a CIT. The model that fits the time series best is selected.

The Concealed Information Test (CIT) is a psychophysiological technique for examining whether a person has knowledge of crime-relevant information. Many laboratory studies have shown that the CIT has good scientific validity. However, the CIT has seldom been used for actual criminal investigations. One successful exception is its use by the Japanese police. In Japan, the CIT has been widely used for criminal investigations, although its probative force in court is not strong. In this paper, we first review the current use of the field CIT in Japan. Then, we discuss two possible approaches to increase its probative force: sophisticated statistical judgment methods and combining new psychophysiological measures with classic autonomic measures. On the basis of these considerations, we propose several suggestions for future practice and research involving the field CIT.

8,449 views
100 citations
Participants’ mean accuracy (in percentage) associated with deceptive and truthful responses in the first and the second differentiation of deception paradigm task, in the control, instruction, and training group, separately. Error bars indicate ±1 Standard Error.
Original Research
12 November 2012

Deception has been demonstrated as a task that involves executive control such as conflict monitoring and response inhibition. In the present study, we investigated whether or not the controlled processes associated with deception could be trained to be more efficient. Forty-eight participants finished a reaction time-based differentiation of deception paradigm (DDP) task using self- and other-referential information on two occasions. After the first baseline DDP task, participants were randomly assigned to one of three groups: a control group in which participants finished the same task for a second time; an instruction group in which participants were instructed to speed up their deceptive responses in the second DDP; a training group in which participants received training in speeding up their deceptive responses, and then proceeded to the second DDP. Results showed that instruction alone significantly reduced the RTs associated with participants’ deceptive responses. However, the differences between deceptive and truthful responses were erased only in the training group. The result suggests that the performance associated with deception is malleable and could be voluntarily controlled with intention or training.

43,478 views
51 citations
12,245 views
88 citations
Recommended Research Topics
Frontiers Logo

Frontiers in Psychology

Deception, honesty, and cognitive load: Is lying always more effortful than truth telling?
Edited by Jeffrey John Walczyk, Steven Allen Mccornack
56.5K
views
28
authors
6
articles
Frontiers Logo

Frontiers in Psychology

Recognizing Microexpression: An Interdisciplinary Perspective
Edited by Xunbing Shen, Wenfeng Chen, Guoying Zhao, Ping Hu
154.4K
views
43
authors
11
articles
Frontiers Logo

Frontiers in Psychology

Application of Cognitive Approaches to Cyber Security
Edited by Varun Dutt, V S Chandrasekhar Pammi
95.9K
views
26
authors
7
articles
Frontiers Logo

Frontiers in Psychology

Catch a Liar: An Interdisciplinary Perspective
Edited by Xunbing Shen, Xiaolan Fu, Wenfeng Chen, Guoying Zhao, Leonard James Smart, Ke Zhao, Krystian Radlak
132.9K
views
41
authors
8
articles
Frontiers Logo

Frontiers in Psychology

Debating the Existence and Benefit of Unconscious Lie Detection
Edited by Chris N. H. Street, Emmanouil Konstantinidis, Axel Cleeremans, Miguel A. Vadillo, Marc-Andre Reinhard
35K
views
8
authors
5
articles