Topic 5: Profiling and Classification Flashcards
Why is classification important?
important for theoretical development: classifying offenders into meaningful groups assists in the identification of between-group differences
guides assessment practices: knowing something about a given offender type informs the psychologist about relevant areas of inquiry
guides treatment practices: depending on the basis of grouping, or organizing principle, there may be common treatment needs
Why would classification be problematic?
important individual differences may be obscured
knowledge base concerning group or type may be irrelevant to the patient in question
may preempt more meaningful diagnostic exploration
categorization (“labeling”) is often seen as pejorative: often used in legal defenses
What are the defenses to the idea that classification is problematic?
humans have a strong tendency to categorize and will do so anyway
better to acknowledge this and proceed systematically, than to ignore it and do so haphazardly
recognizing commonalities among group members does not equal ignoring individual differences
What are weak classification systems?
are devoid of any organizing principle
e.g., one group is defined on the basis of behavior, and another by some other construct such as mood or intelligence
individuals may belong to multiple groups
low psychometric reliability, therefore poor chances of survival
DSM-5-TR is arguably an example of this
What are some specific issues or decisions where classification is relevant?
level of risk
institutional housing (roommate) decisions
degree of supervision required versus privileges
offender needs
treatment inclusion: D/A, anger management, medication, etc.
Are between-group differences theoretically informative?
developmental trajectories/risk factors
circumstantial risk management post-release
What is the Chaiken & Chaiken (1984) classification system?
8 “dimensions” based on past crimes
yes/no: assault, robbery, burglary, drug dealing, theft, car theft, fraud, credit card fraud
yields 256 possible combinations: but 10 of these accounted for 59% of inmates
what’s wrong with this: there is no rational basis, some of the crimes are pretty close together (theft or car theft)
What characteristics describe a “good” classification system?
comprehensive: covers every offender
unambiguous: categories are clearly defined
statistically reliable assignment procedures
type distinctions are valid
sensitive to individual changes
treatment relevant
economical to apply
What is the historical perspective of classification system?
systems based on impressions (clinical or administrative) have borne little fruit
systems based on a cohesive personality/criminogenic theory fair a little better
most attention is currently focused on empirically derived systems; these are the most testable and tend to make the most accurate predictions
What are impressionistic systems?
an individual, or group of individuals, think they recognize a pattern or type among some members of a clinical/institutional sample
no theory or systematic method of measurement guides that impression
the essential features are identified after the fact
lots of problems arise concerning diagnostic reliability: prognostic validity tends to be very poor
How is the DSM-5-TR an example of an impressionistic system?
although the diagnostic validity of the specific disorders has come a very long way since the original DSM, it is fraught with problems: personality disorders with “cluster B features”, many NOS categories, systematic disagreements, easy for lawyers to tear up during cross examination
like it or not, there are a number of personality disorders that go hand-in-hand with increased risk of criminal activity: most obvious is APD, BPD isn’t far behind in the B cluster, definition is highly behavioral, therefore predictions are circular
assumes discontinuity among the personality disorders: discrete taxons, these may nevertheless enjoy some empirical support
What are theoretically derived classification systems?
typically stem from a developmental or personality theory
testing the utility of the related classification scheme really puts the whole theory on the line
relates specific attributes or points of maturation to antisocial behavior
may appeal to empathic capacity, social reasoning, intelligence, etc.
measurement instruments may draw heavily from concepts central to that theory: can introduce significant bias
What is the Hunt & Hardt (1965) classification system called the conceptual level?
based on ability to adopt other perspectives
attempts to tap reasoning process more so than outcome
assessed via an incomplete sentences task
both of these systems represent efforts to match the treatment to the offenders’ need/level (responsivity principle)
e.g., lower conceptual level = more behaviorally-oriented interventions
higher conceptual level kids paired with staff more sensitive to manipulation attempts
showed favorable outcomes over general assignment
What are empirically derived classifications?
mainly based in two statistical techniques: cluster analysis and factor analysis
What is cluster analysis?
referred to as numerical taxonomy
groups subjects according to level of similarity as measured by variables selected by the researcher
What is factor analysis?
essentially correlational
good for reducing a large number of variables to a smaller number
may help identify “underlying dimensions”
What is the Megargee & Bohn (1979) MMPI based scheme that uses cluster analysis?
Minnesota Multiphasic Personality Inventory
most commonly used clinical personality measure
has 10 basic clinical scales and 3 basic validity scales
clinical interpretation is based on individual scale configurations as well as profile analysis
Megargee’s cluster analysis of over 1200 convict profiles yielded 10 types
included 116 other variables to assist in profile description: demographic, educational, familial, developmental, criminal, prison behavior, clinical (from interview)
computer software was able to classify almost all profiles (96%); results have been replicated a number of times
predictive accuracy is in question; problem is compounded by relatively poor correspondence between MMPI and MMPI-2 profiles (about 60%)
other problems: high scale overlap, are 10 groups really needed? a smaller number might be just as discriminating
the profile deviation was atheoretical (as is the MMPI-2); therefore the results may be unique to the instrument; they are not theoretically informative on their own
How is the Hewitt & Jenkins (1946) classification system an example of factor analysis?
behavioral data from 500 delinquent children (many variables)
settled on a 4-factor solution:
unsocialized aggressive behavior (UA): poor prognosis
socialized delinquency (SD): better prognosis
over-inhibited (OI): more likely to be mentally ill
physical deficiency: less interpretable
What is profiling?
actually a collection of related techniques: psychological profiling, criminal personality profiling, criminal behavior profiling, investigative profiling, criminal investigative analysis
goal is to describe perpetrator(s) in order to narrow the investigative field
What are the sources of information in profiling?
autopsy results
victim verbal reports
examination of crime scene(s)/photos
in the case of psychological profiling only, there are test and interview data
What is criminal profiling?
not even close to being the advanced, precise science shown on TV: currently, relies heavily on intuition
idea is probably very old, but first formal attempts were made by US intelligence during WWII: wanted to establish a means of predicting the military behavior of known enemy officers
resurrected by the FBI in the 1970’s
best use is to direct attention of investigators at most likely suspects
in a sense, the process is akin to interpreting a personality profile: e.g., previous perpetrators that did ____ had ____ in common
as databases increase in content, the process continues to refine and improve
mainly practiced and used by large law enforcement agencies at present
seldom points to a specific individual
What are the common general assumptions in criminal profiling?
“the murderer was probably a white male aged 35-45…”
multiple stab wounds suggest extreme anger
facial lacerations are deliberately inflicted by individuals that feel physically unattractive and have unsuccessful dating histories
age, gender, race, level of education, marital status, and degree of future risk are typical assertions made by profilers
What are computer models of criminal profiling?
computer models are in development, and are beginning to demonstrate practical utility
this is an area where considerable advancement is likely
based on geographic location rather than offender’s identity
What areas has profiling been applied to?
murderers
rapists
internet sex offenders
computer network intruders
thieves
arsonists
corporate and security fraudsters
various forms of terrorists