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learning theories
argue that behavior is shaped by environmental stimuli
learning is an adaptive response to the environment
learned behaviors can be relatively permanent
problem: if behavior is purely an adaptive response to environmental stimuli, why do different people respond to similar environments in different ways?
ex: poverty
behaviorism
one of the oldest/most influential learning theories in psychology
study how humans learn
not just humans, but all complex organisms
research often uses animals like mice, rats, primates
study all types of behaviors
criminal behaviors are not special/learned the same way as any other behavior
early behaviorists (Watson) emphasized that studying the mind (“mentalism”) was not scientific b/c it focused on subjective, unreliable, introspective accounts of thoughts/emotions
Watson strongly disagreed w/ Freud
instead of focusing on phenomena that could not be directly observed (like thoughts/emotions), Watson argued that the focus should be on observable variables (like natural sciences)
the environment
behavior
Skinner (1953) conceptualized thoughts/emotions as behaviors
the environments causes thoughts/feelings + other behaviors
mental processes do not cause behaviors — they are behaviors
thoughts/emotions are behavioral reposes to environmental stimuli
but thoughts/emotions are invisible/therefore cannot be observed/studied
Watson’s position came to be known as “radical behaviorism” or “black box psychology:
only observable variables should be studied
environmental determinism
human behaviors are solely responses to the environment they encounter
if humans are born as “blank slates,” then the environment must be responsible for all behavior
position of early “strict” behaviorists like Watson/Skinner
strict behaviorists like Watson/Skinner
goal was to predict/control human behavior in the same way that the natural sciences sought to predict/control phenomena
within context of psychological criminology, strict behaviorism begins w/ the assumption that all individuals are born criminally neutral
all criminal behavior is learned, including:
criminal propensity (motivation)
why would I want to steal a car?
criminal ability (skill)
how would I steal a car?
later behaviorists backed away from environmental determinism
ex: Bandura (1977) → “reciprocal determinism”
behavior, the environment, and mental processes influence each other in a three-way interactive process
behavioral determinism
human behaviors are solely determined by genetics
no modern scientific discipline argues this position
classical conditioning
roots in early research on organisms’ involuntary reactions (reflexes/ANS) to environmental stimuli → physiological roots
salivating, perspiring, fight or flight
basic principles first determined by Pavlov (1897)
stimulus (S) (food) → response (R) (salivation)
Pavlov famously discovered that responses could be learned
inspired by Pavlov, Watson (1920) discovered that responses could also be learned in humans
“Little Albert”
also turned a Santa bears into a CS
classical conditioning is ubiquitous in everyday life
advertising!!!!
marketing doesn’t depend on rational thought, but appealing to emotions → Watson came up with this (“coffee break” example in class)
conditioning can be used to both:
acquire behaviors
eliminate behaviors
un-conditioning → unlearn a behavior (also called “aversion therapy)
stimulus control → “cue response treatment”
classical conditioning/crime
useful framework explaining certain types of crimes that involve autonomic physiological responses to environmental stimuli
violent crime
s** crime
substance abuse
violent crime
related to classical conditioning/crime
“weapons effect” → do people get more violent/angry/prone to aggression if they see a weapon?
yes, there seems to be an effect, but it could also be research bias/overestimated
s*x crimes
related to classical conditioning/crime
studies suggest that s****l responses are subject to classical conditioning
it has been theorized that some non-typical s****l interests are harmless, but some are illegal/described in the DSM-5 as “paraphilic disorders”
voyeurism
exhibitionism
pedophilia
pedophilia has been hypothesized to be a consequence of conditioning during childhood
extremely difficult to study
only limited, indirect research evidence
recent research suggests that consumers of CSAM have (other) deviant s***l interests (ex: best***ity) and may be accidentally exposed to CSAM at first
one potential explanation for obtaining CSAM is a process of increasingly deviant conditioning
substance abuse
type of classical conditioning/crime
drugs (illegal)/alcohol (legal) are inherently rewarding/therefore at risk of being used/abused
you don’t need to condition someone into liking these things, they’re already thought of to be rewarding
in terms of classical conditioning → they’re an UCS that leads to UCR
classical conditioning perhaps most relevant to eliminating substance use behaviors, not their acquisition
aversion therapy
stimulus control
technically, aversion therapy involves the introduction of a new UCS alongside the undesirable stimulus
an alternate version — sometimes (incorrectly?) called aversion therapy — involves changing the response from pleasurable to unpleasure
ex: showing disgusting effects of cigarettes to smokers to help them quite
ex: the drug that someone struggling with alcohol can get that makes them sick if they slip up and drink
stimulus control involves limiting/eliminating exposure to stimuli
ex: avoiding going to the movies because you know that you might relapse and eat the food there even though you’re trying to keep down your cholesterol
UCS stimuli
cigarettes, drugs, alcohol
don’t keep them at home
CS stimli
people, places, activities
people/places where substances are commonly consumed
activities associated with consuming substances
recent advancement in substance abuse treatment are “antagonist” medications
they change the response from pleasurable to neutral
opioid antagonist Vivitrol → prevents frug from having the previous desirable/fun effect it did
operant conditioning
B.F. Skinner expanded Classical Conditioning with this
behavior shaped by the consequences it produces
rewards → reinforcing
punishments → discouraging
conducted experiments with animals he placed inside variety of lab apparatuses → Skinner Box
through series of experiments, he found that behavior could be altered through both rewards/punishments
rewards/punishments could be both positive and negative
operant conditioning/crime
for practical (and ethical) reasons, researchers have not directly examined whether operant conditioning can result in acquisition of criminal behaviors
but animal/human models find non-criminal behaviors can be acquired through reinforcement
much qualitative research on criminal justifications have found that individuals commit crime because of rewards
theft, r****, violence
money, s**, power, prestige
researchers have often examined whether antisocial behaviors can be eliminated or reduced via ****operant conditioning*****
most policies designed to reduce antisocial behavior are premised on OC
deterrence theory
punishments → fines, community service, supervision (probation, jail, prison), death
rehabilitation theory
rewards → job training (employment), addiction treatment (sobriety)
ex: HOPE in Hawaii
examples of rewards/punishments?
cognitive revolution
this took place around the same time Skinner was conducting his Operant Conditioning experiments (1957)
developments in linguistics/computer science prompted psychologists to turn their attention back to the “black box” of the mind
mid-1950s → early computer scientists sought to build machines that mimicked human intelligence (AI)
doing that required investigating the human cognition, which had been avoided by behaviorists
about the same time, Chomsky (1959) argued that humans use language to make infinitely new sentences
this could not be strictly learned via conditioning as behaviorists alleged
in recent years, integration of computer AI w/ human language has resulted in huge advancements in “large language models (LLMs)” that demonstrate Chomsky’s argument
consciousness
if studying “invisible” cognitive processes is important, then where would one start?
unconscious vs. conscious processes
automatic vs. controlled
unintentional vs. intentional
thinking fast vs. thinking slow
easy vs. difficult
inattentive vs. attentive
conscious processes require full focus/can often overwhelm our mental resources
unconscious processes can be very complex, but don’t drain our mental resources
conscious processes can become unconscious
w/ practice/effort, many complex processes can become nearly subconscious
example 1: jogging
example 2: playing an instrument
strong relationship between conscious processes/attention
there are limits to how many things we can pay conscious attention to at one time
cognition/crime
role of cognition in antisocial/criminal behavior has been explored in three main ways:
cognitive learning
social cognition
decision-making
*****these approaches are not entirely discrete; therefore, they have substantial conceptual overlap*****
cognitive learning
in relation to cognition/crime
Bandura’s development of social learning theory created a bridge between Behaviorism and the emerging field of cognitive psychology
Bandura’s social learning theory (1977) gradual evolved to focus more on the role of cognition in learning and ultimately propose a “new” theory → social cognitive theory (1986)
although the two theories have different names, they appear to be very similar
main difference: social cognitive theory places more emphasis on personal agency in learning process via two core cognitive mechanisms
perceived self-efficacy
self-regulation
self-efficacy
in relation to social cognitive theory
not the same thing as self-esteem
self-esteem is “global”
i.e. not task specific
“I’m good enough, I’m smart enough, people like me”
definition: individual’s perception of their capabilities to perform a specific task
“how good am I at public speaking?”
“I’m not very athletic, but goof at public speaking”
perceptions of this have major impacts
which goals are set
how much effort is spent on achieving goals
perceived self-efficacy is influenced mainly by:
past performance (failure vs. success)
vicarious performance (Can I do that, too?)
social persuasion (you can do it! vs. boo!!!)
physiological arousal (too much vs. too little stress)
self-efficacy/crime
in relation to social cognitive theory
this in prosocial behavior
perceptions of self-efficacy in academics/problem-solving affect goal setting/success in conventional pursuits
high self-efficacy associated with/ less delinquency/crime
low self-efficacy in conventional pursuits is associated with/ alternative strategies in achieving success/simply giving up → delinquency, crime, risk-taking, drug use, etc.
criminal self-efficacy
some research finds that higher perceptions of ability in criminal activity is associated w/ increased criminal success (less arrest) and persistence
“I’m really good at stealing cars”
self-regulation
in relation to social cognitive theory
Bandura assigned this a central role in the learning process
learning via rewards/punishments gradually moved towards internal instead of external control
in other words, individuals have some control over their cognitive processes, therefore, also have control over their actions
self-regulatory efficacy
Bandura saw self-efficacy and self-regulation as intrinsically linked
to what degree can I control my own behavior?
research has found that individuals high in self-regulatory efficacy engage in fewer antisocial and illegal behaviors
how can individuals develop better self-regulatory efficacy?
CBT
CBT
separately from Bandura’s cognitive learning theory, this method also emerged from behaviorism during the cognitive revolution
the “behavior” component is related to the concept of behavior modification from classical/operant conditioning
the “cognitive” component is related to the purposeful incorporate of conscious thoughts into the learning process
by the 1980s, behavioral/cogntivie principles began to be merged into a treatment modality known as CBT
since that time, CBT has become the most widely used therapeutic technique in clinical psychology
although not a panacea (“magic bullet”), the success of CBT in treating a wide variety of of psychological/behavioral disorders has been profound
effectiveness of CBT
perhaps a major reason that this method is effective is b/c it does NOT try to change the environment
unfortunately, improving adverse environments is often not possible/feasible
similarly, a exposure to triggers in the environment may be difficult to avoid
incivility, disrespect, aggression are common
valuable items often weakly guarder/secured
family, friends, acquaintances may use drugs/alcohol
this therapy seeks to challenge the way individuals think about their environment
****can’t change the environment? change the way someone thinks about it****
and that can change the way we behavior and interact w/ our environment
exposure to triggers for crime may be unavoidable, but by thinking differently about the trigger, criminal behavior is not inevitable
CBT in relation to crime
theory (Matza, 1964) and research on offenders’ belief systems suggest a variety of dysfunctional thinking styles support antisocial behavior, including:
sense of entitlement
desire for power over others/blaming victims
no concern for consequences
impulsiveness
a lack of critical thinking
discounting harms and emphasizing good deeds
misinterpreting social cues and inferring aggression
meta-analyses and reviews provide consistent evidence for the effectiveness of CBT in reducing antisocial/criminal behavior:
both juveniles/adults
s*** offenders
addiction
violence
BUT → this is not a “silver bullet",” but it does gave modest effects and works decently
social cognition
in relation to cognition/crime
social cognitive perspective overlaps in many ways w/ areas we have already discussed:
social learning theory
social cognitive theory
CBT
fundamental premise w/ social cognitive perspectives is that individuals do NOT respond to an objective reality, but rather to the reality that they have created in their mind
the real world doesn’t really exist, it’s whatever they’ve made up in their mind
individuals do NOT interact w/ objective reality, but rather w/ their own version of reality
everybody sees things in their own perspective
how do individual differences in perception of reality affect human behavior?
causal attributions
locus of control
stereotyping
schemata
causal attributions
in relation to social cognition
refer to:
how individuals explain why something happened
how individuals infer the motived behind other people’s behaviors
humans constantly assign this
but our conclusions are often inaccurate
different individuals may interpret the same event to be caused by different forces
that effects how different individuals respond to similar events
it’s not the event that causes a behavioral response, but rather the interpretation of the event
there are individual differences in perceptions of whether events are caused by:
internal (person) vs. external (environment) forces
long-term (stable) vs. temporary (unstable) forces
intentional (controllable) vs. accidental (uncontrollable) forces
in relation to crime:
road rage → intentional vs. unintentional (cutting you off the road)
random bar fights → hostile attribution bias
locus of control
in relation to social cognition
refers to the extent to which an individual believes they have control over the events in their life
locus: a particular position, point, place
in other words, where does one’s control reside?
internal vs. external
****causal attributions are about how people interpret events****
****locus of control is about why people make attributions the way they do****
research finds individual variation in where control is perceived to be located
internal locus of control
“things that happen in your life are consequences of my own actions/endeavors”
external locus of control
“things that happen in my life are fun to fate, luck, or actions of other people w/ power over me”
in relation to crime → research tends to find that offenders report external locus of control
decision making
central premise of some theories of crime is that offenders are acted upon by powerful external forces
other theories treat individuals as active decision-makers
why do some individuals choose crime when most people don’t?
explanations of offender decision-making can be placed within two perspective:
rational choice
irrational choice (“beyond rational choice”)
rational choice
notion that offenders use rationality in their decision-making has its roots in 18th century enlightenment thinking (e.g. Beccaria/Betham)
severity of punishment should just outweigh benefits of crime
20th century → economic theory was applied to offender decision-making
“expected utility model” → weighs the probabilities of benefits of crime against costs
humans do not always make strictly calculated decisions, even when there is an objectively best” outcome
rational decision-making has been applied to criminal behavior in two ways:
deference theory
Cornish/Clarke’s Rational Choice Perspective
bounded rationality
part of rational decision-making
humans don’t always make strictly calculated decisions
limits to our rationality:
cognitive abilities
amount of relevant information to use
emotional state
time available
instead of strictly rational decisions, humans typically make satisficing decisions
sufficient + satisfying
this isn’t particularly rational, but also not totally irrational → sub-optimal, but good enough
deterrence theory
part of rational choice
people will not commit crimes with the punishment meets a certain degree of:
severity
certainty
celerity (swiftness)
does this work?
much research in criminology concludes that deterrence effects are weak/non-existent
or even that certain deterrence strategies increase crime
some people (often non-academics) assert that evidence for robust deterrence effects is patently obvious
Mears/Stafford (2025) argue tat deterrence theory and research is currently inadequate
safest empirical conclusion: “we don’t know”
most research does not extinguish effect of incapacitation on reducing crime from deterrence
almost all research focuses on punishment severity only
crime has both costs/benefits, but research focuses only on costs
similar to Mears/Stafford, Wortley argues that existing deterrence theory and research is inadequate
ex: difficult to know what would happen if deterrence was eliminated completely
what is it was drastically reduced?
it’s possible that offenders — at least to some extent — do think differently?
rational choice perspective explore this idea
rational choice perspective
situational decision-making approach was developed by Cornish/Clarke (1985)
NOT a theory
even though often called one → not falsifiable
instead, it’s a “heuristic device or conceptual tool”
practical/good enough for purpose of understanding offender decision-making
argues that offenders mostly focus on immediate situational factors rather than distal (medium- and long-term) legal system factors
specifically, offenders weigh perceived benefits of a specific crime against perceived costs of committing that crime
perceptions follow an imperfect “bounded rationality” model rather than a perfect “expected utility” model
perceptions influenced by cognitive abilities, availability of relevant information, emotional states, and available time to make decisions
perceptions are subjective, not objective
rational choice/crime
many studies have investigated offender decision-making
quantitative interveiws
self-report questionnaires
scenarios
simulations
burglar examples in the slides
beyond rational choice
concept of bounded rationality implies that there are limits to which offenders can truly make rational decisions
however, much evidence also suggests that offenders sometimes make objectively irrational decisions, even when they should know better — why?
four main factors that may induce irrational decision-making:
thinking fast (sub-consciously)
cognitive biases
hot decisions (emotional arousals)
cognitive impairments (his edition — not in text)
when thinking about these factors, consider that they affect all humans, including:
criminals
police officers
thinking fast
below level of rational thought; thinking just happens
refers to decisions-making that occurs without much conscious effort and therefore happens somewhat automatically
sometimes because of experience/practice (become second nature to some)
opportunity → action
sometimes reflexively (automatically pretty much)
provocation → violence
if thinking were slowed down and situation were deliberated more, decisions might change
“seemed like a good idea at the time”
cognitive biases
specific type of “fast” thinking
AKA “rules of thumb”
AKA “heuristic shortcuts” → still prone to systemic error sometimes
these biases are not necessarily a “bad thing”
in fact, rule of thumb are an essential adaptive strategy for efficiently processing information
conclusions based on rules of thumb are often correct, that’s why they’re useful
however, they can lead to irrational decisions/negative outcomes
textbook discusses 10 different cognitive biases to look over
*****note that cognitive biases are typical of “fast” thinking, but are also often used even when thinking “slow”*****
prospect theory was developed to describe how people make decisions about risks/rewards and describers four cognitive biases:
loss aversion
diminishing sensitivity
certainly principle
probability weightings
loss aversion
people assign more cognitive weight to losses compared to gains of equal magnitude
less obvious example related to crime is that citizens tend to weigh bad experiences w/ the police far more than positive experiences
strong preferences to avoid loses compared to acquiring gains results in notable behavior consequences
research has shown that when faced w/ possibility of loss, individuals often take long-shot gambles that have a small chance of completely avoiding the loss at the probable cost of making the magnitude of loss even worse
other words → individuals often engage in maladaptive self-defeating behaviors in an effort to to avoid losses
common examples:
gambling (“chasing losses”)
investing (“throwing good money after bad”)
war/conflicts (“fighting a losing battle"“)
lying (“digging a hole”)
relationships (“we’ve come this far”)
crime → resistance to police authority
cognitive impairment
if an individual’s brain is not functioning correctly due to drugs, alcohol, or mental illness, then rational decision-making may not be possible
cognitive impairment implicated in many crimes
sometimes, it appears rationality is abandoned