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Eitan Elaad
Physiological detection of deception and the psychology of lying, specializing in the Concealed Information Test
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About Eitan Elaad
Eitan Elaad is a Professor of Psychology at Ariel University in Israel, where his research focuses on the psychology of lying, physiological detection of deception (polygraph), biases in decision making, and false confessions. Earlier in his career, he served as a research officer in the Scientific Interrogation Unit of the Israel National Police, received his PhD in Psychology from the Hebrew University of Jerusalem in 1988, and his research interests included psychophysiological detection of concealed knowledge, the social psychology of deception, and decision-making processes.
Elaad is recognized as one of the world's leading researchers on the Concealed Information Test (CIT), also known as the Guilty Knowledge Test (GKT). His landmark 2003 meta-analysis with Gershon Ben-Shakhar, based on 169 conditions from 80 laboratory studies, found an overall average effect size of 1.55 for the GKT, with mock-crime studies producing the highest average effect size (2.09). His field studies have been particularly influential—reviewing 15 mock crime studies, he found average detection rates of 80.6% for guilty examinees and 95.9% for the innocent. Beyond meta-analytic work, Elaad has made significant contributions to understanding countermeasures, examiner bias effects, and the role of motivation in polygraph testing. His research has examined how an examiner's awareness of crime-relevant information influences the outcomes of the GKT, and explored both mental and behavioral countermeasures that examinees might employ to defeat detection.
With over 3,200 citations, Elaad stands among the most influential scholars in polygraph science. His sustained collaboration with Gershon Ben-Shakhar of Hebrew University has produced some of the field's most rigorous empirical and theoretical work on the CIT. Elaad has published extensively in top-tier journals including the Journal of Applied Psychology, Psychophysiology, and the International Journal of Psychophysiology. His career spans both applied forensic work with the Israel National Police and academic research, giving him unique insight into both laboratory validity and real-world field applications. He has also contributed chapters to major handbooks on deception detection, including work on personality and demographic correlates of self-assessed lying abilities.
While polygraph research forms the core of his work, Elaad's broader research program extends into the psychology of deception more generally, including studies on lying behavior in everyday contexts, the effects of personality traits on deception ability, and cognitive biases in judicial and investigative decision-making. His recent work has explored innovative topics such as how face masks worn during the COVID-19 pandemic affect lying behavior, and connections between narcissism, rational thinking, and deceptive success.
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Researchers who have co-authored studies with Eitan Elaad.
Publications [38]
All peer-reviewed studies by Eitan Elaad in our database.
Effects of Mood on Psychophysiological Detection of Concealed Information and the Relation to Self-Assessed Lying Ability
Induced happy or sad moods tended to lower relative skin conductance responses to critical items while enhancing relative cardiovascular responses. All physiological measures maintained significant detection efficacy across mood conditions,… [002] 2019 Frontiers in PsychologyFrequent Countermeasure Usage by Narcissistic Examinees in the Concealed Information Test
Narcissistic personality traits and high self-assessed lie-telling ability significantly predicted the frequency with which guilty examinees employed countermeasures in the CIT, with particularly strong correlations to the Grandiose/Exhibitionism subscale. [003] 2019 Anti-Terrorism; Forensic Science; Psychology in Police InvestigationsValidity of the Control Question Test in Two Levels of the Severity of Crimes
The false positive error rate in severe crimes was approximately double that of minor crimes (23.33% for minor crimes using zero cutoff), indicating innocent suspects accused of serious offenses were… [004] 2016 International Journal of PsychophysiologyContributions of personality dimensions to spontaneous and deliberate information processing in the guilty actions test
Introversion predicted enhanced skin conductance responses to critical items only during first presentations of early questions, while extraversion was linked to sustained cardiovascular responses, suggesting different personality traits modulate distinct… [005] 2016 Journal of Experimental Psychology: AppliedExtracting critical information from group members' partial knowledge using the searching concealed information test
The SCIT achieved 83% accuracy (5 of 6 items) in Experiment 1 and 100% accuracy (all 6 items) in Experiment 2 despite unequal knowledge distributions across group members. Combined physiological… [006] 2014 Detecting DeceptionCovert Detection of Deception
Covert methods show promise for overcoming countermeasures in deception detection. Thermal imaging successfully discriminated guilty from innocent participants via periorbital temperature changes, while covert respiration measures hidden in chairs proved… [007] 2014 International Journal of PsychophysiologyPersonality dimensions predict psychophysiological responses in the Concealed Information Test
Introversion predicted enhanced skin conductance responses to critical items only during the first repetition of early questions, explained by orienting sensitivity. Extraversion was linked to sustained finger pulse responses reflecting… [008] 2014 Perceptual and Motor SkillsReviving the Discussion on the Rationale Underlying the Comparison Question Test
[009] 2012 International Journal of PsychophysiologyEffects of coping and cooperative instructions on guilty and informed innocents' physiological responses to concealed information
Guilty participants exhibited stronger physiological responses to critical items than informed innocents, and cooperative instructions reduced false positive rates by attenuating skin conductance responses in innocent participants. The Guilty Actions… [010] 2012 PsycEXTRA DatasetCriminal Prosecutors: Over-rating lie-catching abilities and misconstrued defendants' deceptions
Prosecutors overestimated lie-detection abilities but correctly rejected nervousness and eye contact as deception indicators. However, they showed willingness to pressure defendants for confessions when convinced of deception and dismissed concerns… [011] 2011 Memory DetectionNew and old covert measures in the Concealed Information Test
[012] 2011 In Memory Detection: Theory and Application of the Concealed Information Test (Eds. Verschuere, B., Ben-Shakhar, G., Meijer, E.)Validity of the concealed information test in realistic contexts
Field studies showed CIT maintains low false-positive rates comparable to laboratory settings (2-5%) but produces higher false-negatives (20-42%) than controlled conditions; combining psychophysiological measures improved guilty detection to 75.8% while… [013] 2010 Psychological ReportsTruth Bias and Regression toward the Mean Phenomenon in Detecting Deception
Elaad proposed that the decrease in truth bias over time reported by Masip et al. could reflect regression toward the mean rather than cognitive change, though Masip and colleagues subsequently… [014] 2010 International Journal of PsychophysiologyEffects of perceived reliability and generalization of crime-related information on detection in the concealed information test
[015] 2009 Applied Psychophysiology and BiofeedbackCountering Countermeasures in the Concealed Information Test Using Covert Respiration Measures
[016] 2009 Psychological ReportsLie-Detection Biases among Male Police Interrogators, Prisoners, and Laypersons
Police interrogators overestimated their lie-detection abilities and were influenced by stereotypical beliefs about deception cues. Prisoners demonstrated more modest self-assessments and recognized pupil dilation as a valid deception indicator that… [017] 2008 Biological PsychologyCovert respiration measures for the detection of concealed information
[018] 2006 International Journal of PsychophysiologyFinger pulse waveform length in the detection of concealed information
FPWL achieved detection accuracy comparable to established measures (SCR .70–.84, RLL .73–.82), with improved performance when measures were combined. FPWL showed potential resistance to habituation effects that degraded SCR and… [019] 2003 Journal of Applied PsychologyThe Concealed Information Test as a Tool for Investigating Hidden Knowledge of Crime-Relevant Information
Police interrogators' judgments supported the CQT inference rule that guilty suspects show greater concern about relevant questions while innocent suspects are more concerned about control questions. Analysis of actual cases… [020] 2003 Journal of Applied PsychologyCIT and Countermeasures
Found that compared with CQT, there is less evidence that individuals tested through CIT could employ countermeasures to alter results. CIT demonstrated greater resistance to deliberate manipulation. [021] 2003 Psychology, Crime & LawIs the inference rule of the control question polygraph technique plausible?
Police interrogators' judgments supported the CQT inference rule, and field data showed truthful outcomes were more common than critics predicted, suggesting lower false positive rates than theorized. [022] 2003Concealed knowledge tests employed in field practice
Overall effect size was d = 1.55, with mock-crime studies producing d = 2.09. Under optimal conditions (mock crime, motivation, deceptive responses, ≥5 questions), effect size reached d = 3.12,… [023] 2002 Journal of Applied PsychologyEffects of questions' repetition and variation on the efficiency of the guilty knowledge test: A reexamination
Electrodermal detection efficiency showed a dramatic monotonic increase with question diversity, achieving ROC areas of 0.68, 0.81, and 0.99 for conditions with 1, 4, and 12 different questions respectively, demonstrating… [024] 1999The Control Question Technique: A search for improved decision
Asymmetric cutoff scores partially remedied imbalanced error rates in field CQT examinations, with optimal decision boundaries depending on the relative costs assigned to false positive versus false negative errors. [025] 1999 Journal of Applied PsychologyLeakage of relevant information to innocent examinees in the GKT: An attempt to reduce false-positive outcomes by introducing target stimuli
Informed innocents showed larger electrodermal responses to critical items than uninformed innocents but smaller than guilty participants. The target stimulus manipulation tended to reduce differences between informed and uninformed innocent… [026] 1998 Applied Psychology (multiple publications)Meta-Analysis of CIT Laboratory Studies
Found the weighted average false positive rate was only 4.1% and the false negative rate was 19.4%. Established the CIT as having particularly low false positive rates — meaning innocent… [027] 1998 Psychology, Crime and LawThe role of prior expectations in polygraph examiners decisions
Prior expectations produced no discernible effect on polygraph test outcomes when examiners conducted complete examinations including pre-test interviews, suggesting that behavioral information from direct examiner-examinee interaction may counteract confirmation bias… [028] 1997 PsychophysiologyEffects of items' repetitions and variations on the efficiency of the guilty knowledge test
Similar detection efficiencies were obtained when a single question was repeated 12 times versus when four different questions were each repeated 3 times. Accumulating information across repetitions and physiological measures… [029] 1994 Journal of Behavioral Decision MakingThe effects of prior expectations and outcome knowledge on polygraph examiners' decisions
Prior expectations created statistically significant bias in scoring inconclusive polygraph charts, affecting both experienced and inexperienced examiners. However, when physiological evidence clearly contradicted expectations, judgments remained unaffected, suggesting strong objective… [030] 1994 The Journal of PsychologyThe Accuracy of Human Decisions and Objective Measurements in Psychophysiological Detection of Knowledge
All three measurements discriminated better than chance, but objectively measured SRR and RLL proved superior to subjective human respiration evaluation (RRE). Skin resistance showed the strongest individual performance, and combining… [031] 1993 The Journal of PsychologyThe Role of Guessing and Verbal Response Type in Psychophysiological Detection of Concealed Information
Participants with certain knowledge of the selected card showed significantly stronger physiological responses to the relevant item compared to those who were asked to guess, though guessed cards still elicited… [032] 1992 Journal of Applied PsychologyDetection Measures in Real-Life Criminal Guilty Knowledge Tests
Another critical field study of CIT with real criminal cases. Found detection rates consistent with laboratory predictions, though noted challenges with false negative rates in uncontrolled conditions. [033] 1991 International Journal of PsychophysiologyEffects of mental countermeasures on psychophysiological detection in the guilty knowledge test
Item-specific mental countermeasures tended to increase psychophysiological detection, whereas continuous dissociation strategies decreased detection efficiency, with patterns consistent across field and laboratory settings. [034] 1990 Journal of Applied PsychologyDetection of Guilty Knowledge in Real-Life Criminal Investigations
Rare field study of CIT in actual criminal investigations. Provided real-world validity data for the concealed information approach, addressing the gap between laboratory and field conditions. [035] 1989 PsychophysiologyEffects of motivation level and verbal response type on psychophysiological detection in the guilty knowledge test
Highly motivated subjects were detected significantly better than less motivated subjects, and the act of lying enhanced differential responsivity. However, no differences emerged between verbal response types or between verbal… [036] 1985 PolygraphPolygraph Field Validity
[037] 1982 • MOCK CRIME/FIELD Journal of Applied PsychologyA Method for Evaluating the Use of the Polygraph in a Real-Life Situation
Innovative Israeli study using real crime scenario with unknown ground truth to evaluate polygraph accuracy. Demonstrated CQT effectiveness in a naturalistic military context. [038] 1982 • MOCK CRIME Journal of Applied PsychologyCQT Lab Accuracy with Community Participants
Used community rather than student volunteers for increased ecological validity. Found accuracy rates comparable to field studies, supporting generalizability of lab results.Explore all research.
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