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Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor Department of Psychiatry University of Wisconsin-Madison

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Page 1: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Neuroeconomics in the Clinic and Courtroom

Michael Koenigs, PhD Associate Professor

Department of Psychiatry University of Wisconsin-Madison

Page 2: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Outline

• Overview of brain regions • Applications in psychiatry • Applications in criminal justice

Page 3: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Overview of brain regions

ventral striatum ventromedial prefrontal cortex (vmPFC)

Data from neurosynth.org

Page 4: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison
Page 5: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Outline

• Overview of brain regions • Applications in psychiatry • Applications in criminal justice

Page 6: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Applications in psychiatry

Page 7: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC)

Page 8: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC)

Page 9: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC)

Page 10: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC) • Traditional diagnostic categories of mental disorders are not conducive to

treatment development because they do not correspond to discrete biological or psychological mechanisms

• Heterogeneity within diagnoses • Co-morbidity across diagnoses

• Need a more precise system of diagnosis based on pathophysiology

• Mental disorders are brain disorders • Identify measurable dimensions of

psychological and neurobiological function that are critical for mental health and adaptive behavior

Cuthbert & Insel, 2013; Insel, 2014

Page 11: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

“RDoC matrix”

Page 12: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison
Page 13: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Applications in psychiatry

1. Objective diagnosis of specific functions 2. Anatomical targets for intervention 3. Predictors of treatment response 4. Markers of treatment efficacy 5. Subtyping

Page 14: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Objective diagnosis of specific functions

Page 15: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Objective diagnosis of specific functions

Charpentier et al., 2017 Biological Psychiatry

Test of Loss Aversion Test of Risk Aversion

Page 16: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Objective diagnosis of specific functions

Charpentier et al., 2017 Biological Psychiatry

Page 17: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Objective diagnosis of specific functions

Page 18: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Objective diagnosis of specific functions

Heller et al., 2015 Journal of Neuroscience

Page 19: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Zheng et al., 2016 Frontiers in Psychology

Page 20: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Zheng et al., 2016 Frontiers in Psychology

Page 21: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Zheng et al., 2016 Frontiers in Psychology

Page 22: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Page 23: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Fox et al., Biological Psychiatry, 2012

Page 24: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Anatomical targets for intervention

Berlim et al., Journal of Affective Disorders, 2014

Page 25: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

3. Predictors of treatment response

Siegle et al., American Journal of Psychiatry, 2006

Page 26: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

3. Predictors of treatment response

Downar et al., Biological Psychiatry, 2014

Page 27: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

3. Predictors of treatment response

Riva-Posse et al., Biological Psychiatry, 2014

Page 28: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Markers of treatment efficacy

Kennedy et al., American Journal of Psychiatry, 2007

Page 29: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Markers of treatment efficacy

Dichter et al., Biological Psychiatry, 2014

Page 30: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

5. Subtyping

Drysdale et al., 2017 Nature Medicine

Page 31: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

5. Subtyping

Drysdale et al., 2017 Nature Medicine

Page 32: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Outline

• Overview of brain regions • Applications in psychiatry • Applications in criminal justice

Page 33: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Applications in criminal justice

1. Prediction of future offense 2. Prospects for rehabilitation 3. Evaluating mens rea 4. Mitigation in sentencing

Page 34: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

Page 35: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

Kiehl & Hoffman, 2011

Page 36: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

General U.S. population U.S. jail and prison population

1%

20%

Page 37: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

“Despite his excellent rational powers, the psychopath continues to show the most execrable judgment about attaining what one might presume to be his ends…This exercise of execrable judgment is not particularly modified by experience, however chastening his experiences may be…It is my opinion that no punishment is likely to make the psychopath change his ways.” -Hervey Cleckley, Mask of Sanity

Page 38: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

Baskin-Sommers et al., PNAS, 2017

Page 39: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

Baskin-Sommers et al., PNAS, 2017

Page 40: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

1. Prediction of future offense

Buckholtz et al., Neuron, 2017

Page 41: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Aharoni et al., PNAS, 2013

1. Prediction of future offense

Page 42: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

2. Prospects for rehabilitation

Riva-Posse et al., Biological Psychiatry, 2014 Siegle et al., American Journal of Psychiatry, 2006

Downar et al., Biological Psychiatry, 2014

Page 43: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

3. Evaluating mens rea

• 2 conditions for criminal liability: • Actus reus: “guilty act” • Mens rea: “guilty mind”

• Moral Penal Code standard: a defendant is not responsible for criminal conduct "if at the time of such conduct as a result of mental disease or defect he lacks substantial capacity either to appreciate the criminality of his conduct or to conform his conduct to the requirements of the law."

?

Page 44: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

3. Evaluating mens rea

Motzkin et al., Journal of Neuroscience, 2011

Page 45: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Mitigation in sentencing

Page 46: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Mitigation in sentencing

Page 47: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Aspinwall et al., Science, 2012

4. Mitigation in sentencing

Page 48: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Mitigation in sentencing

Page 49: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

4. Mitigation in sentencing

• Aggravating factor → Longer sentence • e.g., future danger, lack of remorse

• Mitigating factor → Shorter sentence • e.g., history of abuse, emotional problems, remorse

Page 50: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Aspinwall et al., Science, 2012

4. Mitigation in sentencing

Page 51: Neuroeconomics in the Clinic and Courtroom · Neuroeconomics in the Clinic and Courtroom Michael Koenigs, PhD Associate Professor . Department of Psychiatry . University of Wisconsin-Madison

Summary

• vmPFC-ventral striatum circuit is critical biological substrate for reward, value, and decision-making

• Underlies key aspects of mental health and criminal behavior • Behavioral economics combined with neuroimaging offers novel ways

to characterize this circuit • In psychiatry, may be applied to develop more specific, objective,

quantitative, and biologically-based strategies for diagnosis and treatment of mental illness

• In criminal justice, may be applied to the culpability, penalty, and treatment of offenders