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LITERATURE REVIEW

Verbal & Behavioral Deception Detection

100 peer-reviewed studies reviewed. Spanning 2022–2026.
Home › Polygraph Research › Verbal & Behavioral Deception Detection
100
Studies
278
Researchers
72
Journals
2022–2026
Year Range

Research Landscape

Leading Researchers
Key Journals
Research Topics

All 100 Studies

Every peer-reviewed study in the Verbal & Behavioral Deception Detection category, ordered newest first.
2026

Culture and credibility: the assessment of asylum seekers’ statements

Gabi de Bruïne, Annelies Vredeveldt,… · Psychology, Crime & Law

The review identifies systematic cultural differences in autobiographical memory style, power distance effects on reporting, acquiescence response styles, and trauma…

2026

Deception Detection: Comparing the Lexicon-Based Approaches and Verifiability Approach

Grant P. Dunn, Iris Blandón-Gitlin,… · Criminal Justice and Behavior

Both lexicon-based (LIWC) and verifiability approaches detected deception at above chance accuracy, with no significant difference in predictive accuracy between…

2026

Large Language Models Simulating Deception and Coalition in Social Deduction Game

Atharva Thakur ·

LLM agents demonstrated sophisticated deception strategies including agreeableness tactics and nomination mimicry to blend with truthful players, though they exhibited…

2026

Lie Detection Using Facial Expressions and Speech Analysis

Sayali Chaskar, Rihansh Hingad, Deepika… · Lecture Notes in Networks and Systems

The multimodal integration of facial and speech analysis demonstrates superior performance compared to single-modality approaches, leveraging complementary behavioral cues including…

2026

Zur Testfairness der aussagepsychologischen Begutachtungsmethodik: eine Bayes-statistische Analyse anhand von 2000 Gutachten

Paul K. Jäckel, David C.… · Forensische Psychiatrie, Psychologie, Kriminologie

Neither demographic-personal nor clinical-psychological characteristics of witnesses showed clear associations with assessment outcomes. Eight Bayesian regression models revealed uncertain effect…

2025

A psycholinguistic NLP framework for forensic text analysis of deception and emotion

Jonathan Adkins, Ali Al Bataineh,… · Frontiers in Artificial Intelligence

The researchers successfully identified both guilty parties from 18 suspects using combined entity correlation, deception scoring via Empath, emotion analysis…

2025

Cognitive Ability, Overconfidence, and Confirmation Bias in Lie Detection

Shuguang Jiang, Jiahong Li, Jialong… ·

Detection accuracy was only slightly above chance with better performance on truths than lies; females outperformed males who showed greater…

2025

Cognitive mechanisms underlying deception detection in neurodiverse sample of autistic and non-autistic young adults

McKayla R. Kurtz, Julie A.… · Research in Autism

Increased autism symptoms uniquely predicted better deception detection accuracy in mismatched conditions (where demeanor conflicts with veracity) but not in…

2025

Corpus Linguistics and Deception Detection

Dawn Archer · Reference Module in Social Sciences

Deceptive speakers show distinct linguistic patterns including increased word count, more sense-based words, fewer self-references, more other-references, and avoidance of…

2025

Detecting Deception through Nonverbal Signals

Yuvika Singh · The Magic Gaze: Decoding Thoughts through Eyes and Gestures

This is not an original empirical study but an educational review chapter synthesizing existing research on nonverbal deception detection, with…

2025

Detecting Deepfakes Through Emotion?: Facial Expression and Emotional Contagion as Dual Indicators of Deepfake Credibility

Jiyoung Lee, Kevin K. John · Applied Cognitive Psychology

Deepfakes exhibited lower overall and negative emotions compared to authentic videos. Counterintuitively, audiences' reduced emotional responses to deepfakes were associated…

2025

Facial expression-based lie detection: A survey of micro expression analysis, datasets and challenges

Amira A. Hussein, Israa H.… · AIP Conference Proceedings

The survey finds that automated micro-expression analysis shows promise for deception detection, with machine learning methods outperforming human judgments, though…

2025

Honesty and lie aversion

Marie Claire Villeval · Elgar Encyclopedia of Behavioural and Experimental Economics

Experimental evidence reveals substantial intrinsic lie aversion beyond detection risk, with preferences for honesty and social image as primary motivations…

2025

Investigative Interviewing: Priming the Interview Context

Eduardo Pérez-Campos Mayoral; Mark Severino;… · European Polygraph

The paper identifies a significant gap in empirical evidence supporting priming effectiveness in real-world forensic contexts, despite its intuitive appeal…

2025

Is there a correlation between AI use and deception in students?

Lara Warmelink ·

This is a preregistered study; no empirical findings are available yet. When conducted, it will reveal correlations between AI literacy…

2025

Lie and its detection: assessing nonverbal behaviors in criminal investigation

Daria Berectari, Alexandru Arseni, Ion… · Bulletin of the Academy of Sciences of Moldova. Medical Sciences

The paper concludes that nonverbal lie detection methods show practical usefulness in judicial investigations but require specialized training for effective…

2025

Model of Lie Cues Detection in Cross-Cultural Communication: Insights from Linguistic and Cultural Intersections

Reni Nur Eriyani, Fathiaty Murtadho,… · JOALL (Journal of Applied Linguistics and Literature)

Linguistic deception cues include speech uncertainty, intonation changes, and ambiguous expressions, while cultural norms like family honor (siri) in Bugis-Makassar…

2025

Scientific Interrogation: The Strategic Use of Evidence (SUE) Technique

Eduardo Pérez-Campos Mayoral; Mark Severino;… · European Polygraph

The SUE technique represents a paradigm shift toward information-gathering approaches that optimize accuracy in credibility assessment and investigative efficiency compared…

2025

Supplemental Material for High Confidence, Low Accuracy: Younger and Older Adults Overestimate Lie Detection Performance

· Psychology and Aging

Both younger and older adults significantly overestimated their lie detection performance around chance level. Older adults reported higher confidence in…

2025

Text Based Lie Detection Using a Combination of BERT and CNN Models

Anny Yuniarti, Mashita Dewi, Yeni… · 2025 15th International Conference on Information & Communication Technology and System (ICTS)

The optimal configuration achieved an F1-score of 0.9154 on the Deceptive Opinion Spam Dataset using BERT Base Uncased with fully…

2025

The (Mis)utilization of Cues During Deception Detection in 911 Homicide Calls

Patrick Markey, Erika Feeney, Brooke… · Homicide Studies

Judges incorrectly viewed calm callers as deceptive when valid cues indicated deceptive callers were actually more emotional, self-dramatizing, and worried.…

2025

Truth in inconsistency? The potential of differential mnemonic consistency in deception detection

Ana Philippsen, Nils Brandenburg, Raoul… · Psychology, Crime & Law

Differential mnemonic consistency reliably distinguished experience-based from fabricated statements, with repetition consistency proving superior to retention consistency. Truth-tellers showed significantly…

2025

Unmasking Deception: Examining Receivers' Emotional Responses with Automated Facial Expression Analysis in Veracity and Valence

Peter Jan Hendrik Slijkhuis, Steven… ·

Emotional mimicry was significantly lower for deceptive messages (F(1,505) = 32.64, p < .001, η²p = 0.06), with the strongest…

2025

Well done! Or how to Avoid Dangers of Pseudoscience: Common Standard for Research in Behavioural Analysis and Deception Detection in Aviation Security

Jenny K. Krüger, María C.… · Anuario de Psicología Jurídica

The paper establishes that many aviation security behavioral detection programs lack scientific validation and provides a comprehensive methodological framework addressing…

2024

(When) Would You Lie to a Voicebot?

Shanshan Zhang, C. Monica Capra,… · SSRN Electronic Journal

Participants were more likely to lie when hearing a feminine voice than a masculine voice, and more likely to lie…

2024

A Mixed-Methods Analysis of Deception Detection by Neurodiverse Young Adults

Kelly L. Coburn, Gillian N.… · Topics in Language Disorders

Observable response features produced significantly more accurate deception judgments than nonverbal communication or subjective descriptions. No significant differences emerged between…

2024

A Tutorial for Deception Detection Analysis or: How I Learned to Stop Aggregating Veracity Judgments and Embraced Signal Detection Theory Mixed Models

Mircea Zloteanu, Matti Vuorre · Journal of Nonverbal Behavior

The SDT-GLMM approach avoids data aggregations that conflate response bias with underlying sensitivity, outperforms traditional factorial methods, and provides distinct…

2024

Automatic Detection of Verbal Deception in Romanian With Artificial Intelligence Methods

Mălina Crudu · Studia Universitatis Babeș-Bolyai Informatica

Results showed that for topic-specific datasets with a common subject, general text representations such as TF-IDF and LSA outperformed psycholinguistic…

2024

Blue Sky: Multilingual, Multimodal Domain Independent Deception Detection

Dainis Boumber, Rakesh M. Verma,… · Proceedings of the 2024 SIAM International Conference on Data Mining (SDM)

The paper identifies that universal linguistic cues to deception in non-English languages remain unknown, low-resource language deception detection lacks sufficient…

2024

Corpus Linguistic Approaches to Deception Detection

Mathew Gillings ·

Linguistic cues to deception are symptomatic of their operationalization, vary by speakers' sociolinguistic backgrounds, and must be analyzed in context.…

2024

Dark personality traits and deception, and the short dark tetrad (SD4) as integrity screening instrument

Eric Rassin, Melissa de Roos,… · Scientific Reports

Liars scored significantly higher on all four dark traits, with psychopathy showing the strongest effect, but overlapping distributions made categorical…

2024

Detecting Deception Using MCI in Twitter

Charles A Morgan · International Journal of Forensic Sciences

Computer-based linguistic analysis of MCI-derived Twitter statements achieved 79% classification accuracy in distinguishing truthful reports, denials, and false claims—substantially outperforming…

2024

Detecting lies through others’ eyes: Children use perceptual access cues to evaluate listeners’ beliefs about informants’ deception

Cleo Tay, Ray Ng, Nina… ·

Children aged 4-7 years demonstrated sophisticated second-order reasoning about lie detection, predicting that receivers with perceptual access would detect deception…

2024

Does (Biasing) Nonverbal Information Deteriorate the Accuracy of the Take-the-Best Heuristic for Deception Detection?

Lob, A.B., Chakir, N., Verschuere,… · Applied Cognitive Psychology

The detailedness heuristic achieved accuracy rates of 60.9-71.8% compared to 52.6-56.9% for unguided judgments (d = 0.55-0.76), but strongly biasing…

2024

FTM: The Face Truth Machine—Hand-crafted features from micro-expressions to support lie detection

Maria De Marsico, Giordano Dionisi,… · Computer Vision and Image Understanding

FTM achieved satisfying cross-dataset transferability and can analyze facial expressions across a wide range of poses. The use of hand-crafted…

2024

How Entangled is Factuality and Deception in German?

Aswathy Velutharambath, Amelie Wuehrl, Roman… · Findings of the Association for Computational Linguistics: EMNLP 2024

The study found zero correlation between established linguistic deception cues and actual deception in German texts when factuality and belief…

2024

Introducing Mediated Statement Analysis (Msa): Examining Truthful or Untruthful Social Media Posts to Decode Deception Online

Christa L. Arnold, Margaret C.… ·

The research successfully developed a nine-category MSA framework that identifies distinctive textual and linguistic patterns differentiating truthful from deceptive social…

2024

Laying the groundwork for analysis

Mathew Gillings · Corpus Linguistic Approaches to Deception Detection

The chapter establishes that linguistic cues to deception are context-dependent and symptomatic of their operationalization, that social background substantially influences…

2024

Lie Detection and Nonverbal Behaviour: Present and Future

Aldert Vrij, Ronald P. Fisher · Body Language Communication

Meta-analyses show that of 50 nonverbal and verbal cues examined, only 28% showed significant relationships with deception, with small average…

2024

Lie-telling Evaluation Task

Jedediah W. P. Allen, Demet… · PsycTESTS Dataset

Children show developmental sophistication in distinguishing lie types, with socio-cultural lies judged less negatively with age. Specific parental deceptive behaviors,…

2024

Lies divorced from context: evidence for Context Embedded Perception (CEP) as a feasible measure for deception detection

Zvi Nisin, Galit Nahari, Morris… · Psychology, Crime & Law

CEP scores were significantly lower for liars than truth-tellers, with discriminant analysis achieving 92% correct identification of truth-tellers and 66%…

2024

Masking the truth: the impact of face masks on deception detection

Daniella K. Cash, Laura A.… · The Journal of Social Psychology

Face masks did not significantly impair overall deception detection accuracy, but participants were more accurate judging negatively valenced statements when…

2024

Multi-Modal Deception Detection Using Deep Learning

Om Uskaikar, Aditya Sonavane, Mihir… · 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)

The multimodal deep learning system achieved 94.23% overall accuracy in detecting deception from trial hearing recordings, substantially exceeding previous benchmarks…

2024

MVis4LD: Multimodal Visual Interactive System for Lie Detection

Md. Kowsar Hossain Sakib, Md… · Lecture Notes in Computer Science

The research successfully developed a web-based multimodal interactive system that enables users to explore deception detection data through natural language,…

2024

Neuro-Linguistic Programming as a Verbal Lie Detection Tool: A Case Study of Pakistani Digital Media Programs

Hafsa Qadir, Dr. Zafar Iqbal… · Kurdish Studies

The RoBERTa-base model achieved 75% effectiveness for neurolinguistic deception detection but successfully identified only truth statements, not lies. Lie statements…

2024

Phylogenetic and Pantomimical Aspects of Gestures in Lie Detection .

E. Goncharenko, S. Taisaeva, S.… · Moscow Juridical Journal

The study identified two categories of deceptive gestures: adaptive gestures representing physiological self-preservation responses to threat, and resource gestures with…

2024

Reasoning about knowledge in lie production

Zhi Yi Tan, Julian Jara-Ettinger,… ·

The computational model incorporating both shared and private knowledge reasoning successfully predicted human lying behavior better than alternative models that…

2024

Statistical Analysis of Video Databases for Deception Detection Tasks

· Applied Mathematics & Information Sciences

The study identified significant limitations in publicly available deception detection databases and presented a novel dataset incorporating video, audio, and…

2024

The Walk of Guilt: Multimodal Deception Detection from Nonverbal Motion Behaviour

Sharifa Alghowinem, Sabrina Caldwell, Ibrahim… · Information

Classification accuracy reached up to 88% through hybrid feature fusion, with visual signals showing highest single-modality performance followed by accelerometer…

2024

Unmasking Lies: A Literature Review on Facial Expressions and Machine Learning for Deception Detection

Monica Sen, Rébecca Deneckère · Procedia Computer Science

Machine learning models achieve superior performance compared to human judges (AI: 72-97% accuracy vs. humans: 57%), with multimodal approaches outperforming…

2024

Virtual Lies and Digital Truths: A Review of Research on Deception in Online Communication

Akmal Mirsadikov, Alaa Nehme, Ali… ·

The review identifies major theoretical frameworks including Interpersonal Deception Theory and Media Richness Theory as foundations for understanding online deception,…

2023

A Context-Constrained Sentence Modeling for Deception Detection in Real Interrogation

Ya-Tse Wu, Yuan-Ting Chang, Shao-Hao… · INTERSPEECH 2023

The context-constrained model achieved 76.38% Unweighted Average Recall (UAR) at the local level and 73.15% UAR at the global level,…

2023

A PARADIGM SHIFT IN 30 YEARS OF DECEPTION RESEARCH

VRIJ A. · AVALIAÇÃO E INTERVENÇÃO EM PSICOLOGIA FORENSE

Meta-analyses show only 28% of studied cues significantly relate to deception with small effect sizes (d = .25), verbal cues…

2023

A simple heuristic for distinguishing lie from truth

· Nature Human Behaviour

When instructed to judge only the level of detail in statements, participants consistently discriminated lies from truths (d = 0.41-1.73,…

2023

Altered neural mechanisms of deception in individuals with autistic traits

Wenrui Li, Bowen Huang, Youming… · Brain and Cognition

High autistic trait individuals exhibited longer reaction times, lower P3 amplitude during decision-making, and reduced FRN and P3 during feedback…

2023

Choosing to Lie: Strategic and Pathological Deception

Philip R. Corlett, Rosa Rossi-Goldthorpe ·

Competition context produced significantly elevated deception compared to control conditions (Cohen's d > 1.0, p < 2.2e-16), with most participants…

2023

Deception in Amber Heard and Johnny Depp’s Trials

Nahla Mahmoud Hadi, Rufaidah Kamal… · Journal of the College of Education for Women

Depp used fabrication (40%) and equivocation strategies most frequently, while Heard employed fabrication (50%) and concealment. Both parties showed equal…

2023

Deception in the Emergency Setting

Laura W. Barnett, Eileen P.… · Emergency Psychiatry

Research shows that malingering suspicion is common in emergency psychiatry, with 20% of patients strongly suspected and one-third suspected to…

2023

Determining psycholinguistic features of deception in phishing messages

Tianhao Xu, Prashanth Rajivan · Information & Computer Security

Words conveying certainty (e.g., always, never) and work-related features predicted higher end-user vulnerability to phishing, while achievement and reward language…

2023

Developmental Factors in Deception and Lie Detection

Chris N. H. Street · An Introduction to the Science of Deception and Lie Detection

As a review chapter rather than an empirical study, this source synthesizes existing research findings rather than reporting novel experimental…

2023

Exploring Verbal Cues to Deception: Testing Quantitative Linguistic Methods on English and Spanish

·

Classification accuracy reached 93% for high-stakes police deception versus 71% for laboratory lies, with LIWC psycholinguistic features achieving 84.5% F-measure…

2023

Gestures-adapters for persons involved in the crime in non-instrumental lie detection

Elena V. Goncharenko, Sofia An.… · Vestnik of Kostroma State University

Resource pantomime was observed in 95% of subjects. During deception, adapter gestures were fixed in 40% of horizontal and vertical…

2023

In their own words: deception detection by victims and near victims of fraud

Marianne Junger, Luka Koning, Pieter… · Frontiers in Psychology

69% of near victims (N=934) cited fraud knowledge as their primary detection strategy, while 27.9% noticed mistakes or inconsistencies. Actual…

2023

Individual differences in self-reported lie detection abilities

Mélanie Fernandes, Domicele Jonauskaite, Frédéric… · PLOS ONE

Lower outgroup trust and higher social desirability significantly predicted higher self-reported lie detection abilities, while personality traits (Dark Triad, Big-Six),…

2023

Investigating Feminicide in Mexico: The Conversation Management Approach proposal

Eduardo Pérez-Campos Mayoral; Ray Bull;… · European Polygraph

The paper provides a detailed case-study framework demonstrating how the Conversation Management technique can be applied to feminicide investigations through…

2023

Is It the Judge, the Sender, or Just the Individual Message? Disentangling Person and Message Effects on Variation in Lie-Detection Judgments

Sarah Volz, Marc-André Reinhard, Patrick… · Perspectives on Psychological Science

Messages differed dramatically in detectability (21% explained variance), but senders did not—challenging sender demeanor theory. Judges determined variance in confidence…

2023

Is the uncertain self good at detecting lies? The influence of personal uncertainty on deception detection

Marc‐André Reinhard, Sarah Volz, Kees… · European Journal of Social Psychology

Personal uncertainty did not reliably improve lie detection accuracy across contexts. Effect sizes were larger in laboratory studies than online…

2023

Man vs machine – Detecting deception in online reviews

Maria Petrescu, Haya Ajjan, Dana… · Journal of Business Research

Automated text analysis methods show complementary strengths in detecting deceptive reviews, with incentivized reviews exhibiting linguistic patterns similar to unverified…

2023

Methodological bases: the construction of a corpus for the detection of deception and credibility assessment: Bases metodológicas: la construcción de un corpus para la detección de mentiras y la evaluación de la credibilidad

Pedro Eduardo Hernández Fuentes · Digital Humanities, Corpus and Language Technology / Humanidades Digitales, Corpus y Tecnología del Lenguaje : A look from diverse case studies / Una mirada desde diversos casos de estudio

The chapter establishes methodological standards and best practices for corpus construction in deception detection research, with particular focus on Spanish-language…

2023

Murderer at the door! To lie or to mislead?

Neele Engelmann ·

People judge lies as more reliable and committed than misleading statements. When deception is forbidden, lying is judged morally worse…

2023

Psychological and Ethological Aspects of the Classification of Gestures With Deliberate Concealment of Information (Deception)

Elena Goncharenko, Taisaeva Svetlana, Argun… · SSRN Electronic Journal

Gestures during deception were adaptive and resourceful in nature, with genesis rooted in evolutionary stress responses. The classification distinguishes between…

2023

Publishing the Data from “The Effects of Communication Mode and Culture on Deception Detection Accuracy”

Joey F. George, Manjul Gupta,… · Journal of Information Systems

Deception detection was significantly worse for video-only (no audio) compared to other media. Surprisingly, veracity judges successfully detected deception across…

2023

Review 1: Uncertain Veracity Judgements: Does the Framing of the Question Influence Deception Detection?

·

No differences in veracity judgments were found between certainty and likelihood framing conditions, with average uncertainty ratings of 42% across…

2023

Revisiting Deception in Breonna Taylor’s Case: A Cognitive-Acoustic Approach

Amr M. El-Zawawy · Journal of Psycholinguistic Research

The modified ADCM framework combined with acoustic dimension analysis provided clear indicators of cognitive load management during lie construction and…

2023

Speech Deception Detection Based on EMD and Temporal Neural Network

Youjun Jiang, Haibo Chen, Shusen… · Computational Intelligence and Neuroscience

The TCN-LSTM network achieved 86.2% accuracy and 86.0% F1 score on real-life trial dataset when combined with EMD preprocessing. EMD…

2023

The influence of foreign-accented speech on credibility: Evidence from the illusory truth effect

Anna Lorenzoni, Rita Faccio, Eduardo… ·

Foreign accent did not reduce the illusory truth effect. Despite negative social biases toward foreign speakers on explicit trait ratings,…

2023

The influence of micro-expressions on deception detection

Suleyman Yildirim, Meshack Sandra Chimeumanu,… · Multimedia Tools and Applications

The custom-trained deep learning model achieved 74.17% accuracy in deception classification by detecting involuntary micro-expression changes, with shifts from neutral…

2023

The Present and Future of Verbal Lie Detection

Aldert Vrij, Pӓr Anders Granhag,… · The Oxford Handbook of Psychology and Law

Strategic Use of Evidence (SUE) showed the strongest empirical support among modern protocols, while all four received validation for discriminating…

2023

The Sound of Cooperation and Deception in High Stakes Interactions

C. Monica Capra, Matthew Gomies,… ·

Machine learning algorithms classified cooperative versus deceptive speech with 58-79% accuracy using only acoustic features, with higher pitch and lower…

2023

The use-the-best heuristic facilitates deception detection

Bruno J. Verschuere · Nature Human Behaviour

The use-the-best heuristic focusing solely on statement detailedness significantly outperformed intuitive deception detection, achieving 65-70% accuracy compared to chance-level performance…

2023

Verbal Indicators of Deception

Marvin Karlins, Jack Schafer, Ekici… · Journal of Forensic Sciences & Criminal Investigation

The three-variable grammatical structural analysis model (total words, text bridge ratio, spontaneous negation ratio) predicted truthful and deceptive oral narratives…

2022

A Personal Model of Trumpery: Linguistic Deception Detection in a Real-World High-Stakes Setting

Sophie Van Der Zee, Ronald… · Psychological Science

The personalized model achieved 73% accuracy in training data and 74% in out-of-sample testing, with 36 linguistic variables showing significant…

2022

A Review of Cognitive Load Lie Detection

David A. Neequaye ·

All seven justifications for cognitive load lie detection contain significant research gaps and theoretical ambiguities. The unsystematic use of justifications…

2022

Are Presidential Candidates Impervious to Deception Detection? A Test of Voters' Truth‐Default

David E. Clementson, Tong Xie · Presidential Studies Quarterly

Most voters (>50%) did not spontaneously mention deception, veracity, suspicion, or evasiveness in open-ended responses after watching presidential campaign interviews,…

2022

Assessment of Credibility of Testimony in Alleged Intimate Partner Violence: A Case Report

Teresa C. Silva · Journal of Forensic Psychology Research and Practice

The structured assessment using the Six-Factor test and B-SAFER concluded the alleged victim's testimony was of low credibility, finding no…

2022

Building and benchmarking the motivated deception corpus: Improving the quality of deceptive text through gaming

Dan Barsever, Mark Steyvers, Emre… · Behavior Research Methods

State-of-the-art BERT classifiers that achieved 93.6% accuracy on traditional deception corpora struggled with the motivated deception corpus, achieving only 76%…

2022

Chapter 15 Detecting Deception in Negotiation: From Natural Observation to Strategic Provocation

Jack Nasher, Leigh Thompson · De Gruyter Handbook of Organizational Conflict Management

The chapter distinguishes between passive observation of deception cues and active strategic provocation techniques, emphasizing that systematic detection methods combining…

2022

Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework

Alena Velichko, Maxim Markitantov, Heysem… · Interspeech 2022

The hierarchical framework achieved 88.4 ± 1.5% accuracy for deception detection, a 2.8% improvement over previous state-of-the-art. Gender-specific models improved…

2022

Deception Detection Towards Multi-turn Question Answering with Context Selector Network

Yinan Bao, Qianwen Ma, Lingwei… · Lecture Notes in Computer Science

The Context Selector Network outperformed state-of-the-art baseline models by leveraging contextual information across multi-turn conversations to automatically identify deceptive signals.…

2022

Deception in everyday life of Japanese young adults: a reanalysis

Jun’ichiro Murai, Yasuhiro Daiku · Discover Psychology

The reanalysis confirmed one prolific liar in the dataset, found no significant correlation between lies told and lies perceived (and…

2022

Deception in the Interrogation Room: A Framework for Understanding the Psychology of Deceptive Investigative Practices

Gabriela Rico, William Edward Crozier,… ·

The framework identifies that deceptive interrogation practices share a common feature of misleading subjects about question purposes and response consequences,…

2022

Detecting Parental Deception in the Child Safeguarding Context

Leah Fox · Child Abuse Review

Multiagency practitioners identify falsification, omission, evasion and distraction as key deception behaviors, with parents deploying context-specific tactics depending on the…

2022

Did You Just Lie to Me? Deception Detection in Face to Face versus Computer Mediated Communication

Michelle Eskritt, Brandon Fraser, Sandra… · The Journal of Social Psychology

Communication modality did not influence deception detection accuracy or truth bias. Deceivers experienced equivalent physiological arousal across conditions but reported…

2022

Do people know when they are good at spotting liars? – Metacognitive efficiency in Lie Detection

Nadia Said, Sarah Volz, Marc-André… ·

Metacognitive efficiency in lie detection was only 23% of what would be expected given participants' discrimination performance, indicating people fail…

2022

Everybody Lies: Deception Levels in Various Domains of Life

Kristina Šekrst · Biosemiotics

Deception operates at all levels of biological organization, with plants and fungi exhibiting first and second-level mimicry, bacteria employing molecular…

2022

Faculty Opinions recommendation of 'Please tell me all you remember': a comparison between British and Arab interviewees' free narrative performance and its implications for lie detection.

Maria Hartwig · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature

British truth tellers reported significantly more details than Arab truth tellers (d = 1.32), while the veracity effect for details…

2022

Fake Online Reviews: A Unified Detection Model Using Deception Theories

Mujahed Abdulqader, Abdallah Namoun, Yazed… · IEEE Access

Non-verbal behavioral features outperformed verbal linguistic features in detecting fake reviews, and combining both feature types enhanced model performance. The…

2022

How researchers can make verbal lie detection more attractive for practitioners

Vrij, A., Fisher, R.P., Leal,… · Psychiatry Psychology and Law

The paper proposes focusing on "complications" (clusters of details that make stories more complex) as a practical real-time alternative to…

2022

Intentional-Deception Detection Based on Facial Muscle Movements in an Interactive Social Context

Zizhao Dong, Gang Wang, Shaoyuan… · Pattern Recognition Letters

Facial EMG achieved 90% accuracy in detecting intentional deception, with the corrugator supercilii and zygomaticus muscles playing key roles. Muscles…

2022

Leading Interview and Interrogation Techniques: Focus on Cognitive Interview

Eduardo Pérez-Campos Mayoral; Ronald Philip… · European Polygraph

The cognitive interview is scientifically validated as one of the best tools to obtain court-admissible information and can be applied…

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