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An Ecological Approach to Deception Detection

An Ecological Approach to Deception Detection. J. Pete Blair, Ph.D., Department of Criminal Justice, Texas State University Tim R. Levine, Ph.D., Department of Communication, Michigan State University. A test of skill. Some more. 40+ Years of the Traditional Approach.

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An Ecological Approach to Deception Detection

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  1. An Ecological Approach to Deception Detection J. Pete Blair, Ph.D., Department of Criminal Justice, Texas State University Tim R. Levine, Ph.D., Department of Communication, Michigan State University

  2. A test of skill

  3. Some more

  4. 40+ Years of the Traditional Approach • The primary theories are leakage based (Ekman, Zuckerman, Burgoon, DePaulo) • Based on these theories, the primary concern is identifying leakage and people’s ability to detect it. • The outcomes of this type of research have been: • Few behaviors reliably indicate deception, and those that do tend to exhibit small effect sizes (DePaulo et al., 2003) • People don’t know the cues to deception • People are only slightly (4%) better than chance at detecting deception and accuracy clusters normally around the mean (Bond & DePaulo, 2006) • There is little variance in judge ability, but enormous variance in sender credibility (Bond & DePaulo, 2008) • Training has a small effect (4%) on accuracy (Frank & Feeley, 2003)

  5. 40+ Years of the Traditional Approach • The results of the traditional approach are quite modest • And surprising! • Why? • Lack of realism (low stakes, sanctioned lies)? • Myopic focus on leakage? • In our opinion, there is a need for a new paradigm

  6. Looking for Exceptions • Asch (1956) Line length studies • Milgram (1969) Obedience to authority • Park et al. (2002) How people really detect lies • “Reid” based series of studies • Hartwig et al. (2005 & 2006) – Strategic Use of Evidence • Why are these different? • We think that the answer is Context

  7. Context • All communication occurs in a context • It is difficult to communicate without knowledge of the context • Most deception detection experiments are designed to strip context away because of a leakage focus • Context could provide information which assists in deception detection • We call these “Content in Context Cues” • Contradiction • Normative • Idiosyncratic

  8. Our Big “Content in Context” Study • 6 Samples of Participants in 8 Runs • 3 sets of videos • 2 basic conditions (context/no context) • Context • 176 unique judges who made 2422 judgments • 75% accuracy (1% SE) • No Context • 237 unique judges who made 3132 judgments • 57% accuracy (1% SE) • Clearly context matters! • Blair, J.P., Levine, T.R., & Shaw, A.S. (2010). Content in context improves deception detection accuracy. Human Communication Research, 36, 423-442.

  9. Moving Toward Ecology • Our thinking is strongly influenced by Brunswick and Gigerenzer • A Darwinian understanding of how psychological processes develop • Processes are adapted to environment • Both the process and the environment must be considered (2 blades of the scissors) • Procedure • Identify process(es) • Test environments to identify limits • Modify environments to assist the functioning of process • This is the direction that our research program is currently taking

  10. Processes • Motive • Absent a motive for deception, deception judgments are not made • Levine, T. R., Kim, R. K., & Blair, J. P. (2010). (In)accuracy at detecting true and false confessions and denials: An initial test of a projected motive model of veracity judgments. Human Communication Research, 36, 81–101. • Demeanor • Tim has developed an 11 item demeanor scale • It predicts up to 82% of the variance in judgments • Still under review

  11. Processes • Demeanor

  12. Processes • Consistency • Coherence – consistency of a statement with itself or other’s statements • People adhere to this, but it doesn’t work very well • Granhag, P. A., & Stromwall, L. A. (2000). Deception detection: Examining the consistency heuristic. In C. M. Breur, M. M. Kommer, J. F. Nijboer & J. M. Reintjes (Eds.), New Trends in Criminal Investigation and Evidence II (pp. 309-321). Antwerpen: Intersentia. • Stromwall, L. A., Granhag, P. A., & Jonsson, A. (2003). Deception among pairs: "Let's say we had lunch and hope they will swallow it!". Psychology Crime & Law, 9, 109-124.

  13. Processes • Consistency • Correspondence – consistency with external facts • Appears to operate in a linear fashion • As inconsistencies accumulate more deception judgments made

  14. Processes • Consistency • Correspondence • Hartwig, M., Granhag, P. A., Stromwall, L. A., & Vrij, A. (2005). Detecting deception via strategic disclosure of evidence. Law and Human Behavior, 29, 469-484. • We also have a piece under review

  15. A Basic Process Model

  16. Environments • We haven’t done much specific work in this area, but • Motive seems to be very general • Demeanor as well • Consistency (both coherence and correspondence) require extra information to utilize, but seem to be utilized when present • Only motive and correspondence seem to generally enhance deception detection accuracy • We are starting to work on how these processes operate in conjunction with each other

  17. Modifying Environments • We consider the specific questioning utilized to be an environmental modification • We call this “Question Effects” • A question is effective when it causes a truth-teller to act like a truth-teller, a deceiver to act like a deceiver, or both • Acting like a truth-teller or a liar is defined based upon the previously discussed processes

  18. Question Effects • Correspondence Example – Hartiwig’s (2005 &6) SUE. If the suspects are questioned in a way that gives away what the interviewer knows, the suspect makes his or her statement consistent with the information. Deception detection accuracy is reduced. • Coherence Example – Vrij’s et al.’s (2008) unexpected questions. Pairs of liars will practice their story and be more coherent than truth-tellers. Asking unexpected questions undoes this and makes coherence useful. • Demeanor Example – Levine & Blair’s (under review) question effects. Changed question from “why should I believe you” to “what will your partner say?” • Below chance accuracy with the first and above with the second

  19. Test 2 The Facts: The victim is a Female, Hispanic, and 23 years old. The item stolen is a Black, JanSport backpack No weapon was used

  20. The other ones Background information: The trivia test is extremely difficult. Most people who scored 3 or more probably cheated.

  21. Expertise • A debate over expertise in detecting deception has gone on for some time • One camp has tested large numbers of people using distinct sets of videos to find a few “experts” (who score 80% or better on a subset of trials) • One camp has meta-analyzed the data and come to the conclusion that the is no evidence for expertise • Taking an ecological approach, we argue that there ought to be expertise, but that this expertise is situated within a particular environment • We are seeing if we can develop “experts” (without training) this summer

  22. Summary • The dominant traditional approaches to deception detection research have produced modest results • Adopting an ecological approach seems to provide a flexible way forward • This approach considers the process in the environment • Three parts • Identification of processes • Testing of processes in environments to identify limits • Modification of environments to allow the processes to function effectively

  23. Summary • Processes • Motive • Demeanor • Coherence • Correspondence • Environments • These processes should be available in most investigative contexts • They do not all function well in standard environments • Modification of environments • Question effects have been shown to impact the functioning of the processes in common environments • These effects can be good or bad

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