Chapter 10 Flashcards

(71 cards)

1
Q

What is risk assessment?

A

✔ Risk assessment involves evaluating the likelihood of future criminal behavior, taking into account various factors that may change over time.

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2
Q

How is risk viewed in risk assessments?

A

✔ Risk is viewed as a range or continuum, with probabilities changing over time.

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3
Q

What factors can change someone’s risk?

A

✔ The interaction between a person’s characteristics, background, and their current situation.

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4
Q

*What are the two components of risk assessment?

A
  1. Prediction: Identifying risk factors and analyzing the likelihood of future criminal behavior.
  2. Management: Developing strategies to manage or reduce the level of risk.
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5
Q

What is the primary goal of risk assessments?

A

✔ To prevent future violent or sexually violent acts.

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6
Q

What is the purpose of child protection risk assessments?

A

✔ To assess if a child (under 19) is at risk of abuse or neglect and if removal from the home is necessary.

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7
Q

What is the “duty to warn” in risk assessments?

A

✔ The obligation to warn others if someone you’re working with may harm others.

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8
Q

When are risk assessments conducted in criminal settings?

A

✔ At major decision points, such as pretrial, sentencing, and release.

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9
Q

What is the balance in risk assessments for offenders?

A

✔ Balancing the needs of the offender with public safety, particularly in sentencing decisions.

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10
Q

*What are the four types of prediction outcomes in risk assessments?

A
  1. True Positive: Correct prediction that the person will reoffend and they do.
  2. True Negative: Correct prediction that the person will not reoffend and they don’t.
  3. False Positive: Incorrect prediction that the person will reoffend but they don’t.
    ->Affects the offender (negative consequences)
  4. False Negative: Incorrect prediction that the person will not reoffend, but they do.
    ->Affects society, community, and potential future victims

→Decision = predicted to not reoffend, Does not reoffend = True negative (correct prediction), Reoffends = false negative (incorrect prediction)

→Decision = predicted to reoffend, Does not reoffend = false positive (incorrect prediction), Reoffends = true positive (correct prediction)

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11
Q

*What is the base rate problem in predicting behavior?

A

✔ It refers to the percentage of people in a population who commit a criminal act, which affects the accuracy of predictions.

->easier for us to predict frequent events then infrequent ones

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12
Q

*How does the base rate problem affect predictions?

A

✔ Low base rates can increase the occurrence of false positive predictions.

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13
Q

What factors can affect base rates?

A
  1. The group or population being studied (e.g., university students vs. correctional center inmates).
  2. What is being predicted (how behaviors are defined and measured).
  3. The length of follow-up monitoring (e.g., 6 months, 5 years, or a lifetime).
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14
Q

What did the Baxstrom and Dixon studies show?

A

✔ “Dangerous” forensic patients who were released rarely reoffended, illustrating the inaccuracy of risk assessment predictions.

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15
Q

What did the Baxstrom and Dixon studies reveal about base rates?

A

✔ The base rate for violence is relatively low, and the rate of false positives in predictions was very high.

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16
Q

What did the Baxstrom and Dixon studies suggest about clinical expertise?

A

✔ Clinical expertise was compared to “flipping a coin,” suggesting that professionals were not accurately predicting violence.

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17
Q

Are these risk assessment predictions still used in legal systems?

A

✔ Yes, risk assessments are still used in Canadian and U.S. courts, though predictions are “not always wrong…only most of the time.”

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18
Q

What assumption is made in risk assessment?

A

✔ There is a belief that risk can be measured.

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19
Q

What concern exists regarding instruments used in risk assessment?

A

✔ While instruments exist to measure risk, ideal evaluations of these instruments cannot always be conducted.

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20
Q

What is the primary concern regarding the release of high-risk offenders?

A

✔ There is concern that high-risk offenders cannot be safely released.

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21
Q

*What are the three weaknesses in the research on predicting violence?

A
  1. Limited number of risk factors we are actually studied
    a. know risk is multidimensional as a construct
  2. How criterion variable is measured
    a. what are the variables we are actually trying to measure?
    b. A lot of crimes go unreported
  3. How criterion variable is defined
    a. What is violence? How do we define and measure it? Severity of violent act? Who’s being targeted? Location of where it’s taking place? What’s the motivation?
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22
Q

Why is the limited number of risk factors a weakness in research?

A

Because risk is multidimensional, and studying only a few factors doesn’t capture the full picture.

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23
Q

What is the issue with how the criterion variable (violence) is measured?

A

✔ Many crimes go unreported, and it’s unclear which specific aspects of violence should be measured (e.g., severity, motivation, or target).

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24
Q

What is the concern with how violence is defined in risk assessments?

A

✔ There is no clear consensus on how to define and measure violence, including the severity, location, and target of violent acts.

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25
*Clinical judgment impacted by potential inaccurate heuristics like...
 Illusory correlation  Ignoring of base rates  Reliance on salient or unique cues  Overconfidence in judgements
26
What is illusory correlation?
✔ The belief that there is a relationship between two events that are not actually related or are related to a much lesser degree.
27
How does ignoring base rates affect risk assessment?
✔ Professionals may not consider the actual proportion of people who commit violent acts, leading to inaccurate predictions (e.g., homicide offenders have low recidivism rates).
28
Why is reliance on salient or unique cues a problem?
✔ Clinicians may focus too much on dramatic symptoms like delusions or paranoia instead of broader, more reliable risk factors.
29
How does overconfidence impact clinical judgment?
✔ Professionals may place too much trust in their experience and biases, reducing the accuracy of predictions.
30
What is confirmation bias?
✔ The tendency to interpret evidence in a way that supports existing beliefs while ignoring contradictory information.
31
How do cross-cultural considerations affect risk assessment?
✔ Risk assessment tools are often standardized for white populations, leading to misclassifications and less accurate predictions for non-white offenders.
32
What is racial stereotyping in risk assessment?
✔ Non-white offenders may receive harsher sentences and be more likely to be assessed as high risk due to biases.
33
What are the different risk assessment approaches?
1. UNSTRUCTURED CLINICAL JUDGMENT 2. Actuarial prediction 3. STRUCTURED PROFESSIONAL JUDGMENT
34
What are the characteristics of unstructured clinical judgment?
->Based on professional discretion with no guidelines or standardization. ->Subjective, with no specific risk factors or rules for decision-making. ->Leads to high variability in clinician decisions. ->Least rigorous approach.
35
How does actuarial prediction work ("mechanical prediction")?
->Uses predefined rules to select and combine risk factors based on empirical/statistical associations. ->Based on studies of offenders rather than clinician judgment. ->More accurate than unstructured clinical judgment. ->*Most actuarial risk instruments only include static risk factors (limitation: cannot update risk based on behavioral change) EX. Static 99
36
How does structured professional judgment differ from actuarial prediction?
->Uses predetermined risk factors like actuarial prediction but allows for professional judgment. ->Considers both situational and individual factors. ->The accuracy of this approach is still unclear. EX. HCR 20
37
What is a risk factor?
✔ A measurable feature that predicts the behavior of interest, assessed on a continuum in risk assessment.
38
*What are the types of risk factors?
1. Static 2. Dynamic
39
*What are static risk factors?
->Do not change over time ->Highly resistant to change EX. Gender, race, childhood abuse
40
*What are dynamic risk factors?
->Fluctuate over time ->Also known as criminogenic needs EX. Substance abuse, mental health, attitude
41
*What is the Static-99?
->risk assessment instrument → 10 item actuarial scale for sexual recidivism →static in nature Ex. age at time of their first sexual offence → Prior offences, gender of victims, etc.
42
*What is the HCR-20?
->risk assessment instrument → Structured professional judgement for violent recidivism → Evaluates past, present and future risk factors →measured on 3 different scales: clinical, historical, risk management (future oriented)
43
Is one assessment tool more accurate than the others?
No, no single tool has been proven to be the most accurate. Different tools exist for adults and youth
44
*What are the categories of risk factors?
1. Historical 2. Dispositional 3. Clinical 4. Contextual
45
*What are historical risk factors?
-> static risk factors -> Past antisocial behavior -> Age of onset of antisocial behavior -> Childhood history of maltreatment
46
*What are dispositional risk factors?
->internal characteristics → Demographics ---> Age ---> Gender → Personality characteristics ---> Impulsivity ---> Psychopathy → Pro-criminal attitudes
47
*What are Clinical Risk Factors?
→Substance use ---> Direct effects (e.g., pharmacological impact) ---> Indirect effects (e.g., violence to obtain drugs) →Mental disorder ---> Most individuals with mental disorders not violent ---> Diagnosis of schizophrenia or affective disorders ---> Psychosis
48
*What are contextual risk factors?
-> Things about current environment that increase our risk → Lack of social support ---> Instrumental ---> Emotional ---> Appraisal ---> Information → Access to weapons → Access to victims
49
Do risk factors apply across different types of recidivism?
✔ Yes, many risk factors are relevant across various forms of reoffending.
50
Do risk factors apply regardless of mental disorder?
✔ Yes, risk factors are significant even in individuals with or without mental disorders.
51
Why are historical risk factors important?
The best predictor of future behavior is past behavior.
52
What is a weakness in current risk assessments?
✔ More attention is needed on why risk factors are linked to violence.
53
*What is the Coping-Relapse Model of Criminal Recidivism?
✔ Explains how environmental triggers, cognitive appraisal, individual influences, and coping responses contribute to reoffending.
54
What are key elements of the Coping-Relapse Model?
1. Precipitating situation (e.g., job loss, divorce, eviction) 2. Cognitive and emotional appraisal (thoughts and feelings about the situation) 3. Individual differences (personal traits, risk factors) 4. Available response mechanisms (support system, coping strategies, criminal attitudes)
55
Describe the recidivism process
Precipitating situation (get fired, divorced, lose home etc.) <--> Cognitive and emotional appraisal (what are our thoughts and emotional rxn to situation) <--> Individual differences (emotional reactivity, psychopathy) <--> Available response mechanism (what’s there support structure, how do they cope? (gambling, sex, porn, alcohol) and looking at those relationships are tied to criminal attitudes) <--> Criminal behavior
56
How do gender differences impact criminality?
->Women engage in less crime than men ->More likely to target family members ->More likely to have a major mental illness ->Women reoffend less than men ->Women receive conditional release more often
57
What are unique risk factors for female offenders?
→ Higher rate history of self-injury → Higher rates of lower self-esteem problems
58
How does substance use impact female offenders?
Substance use is more predictive of reoffending in women than in men
59
Are Indigenous people overrepresented in the justice system?
✔ Yes, Indigenous individuals are overrepresented.
60
Do traditional risk assessment tools work the same for Indigenous offenders?
->Commonly used risk factors generally apply ->Some assessment tools have lower accuracy rates ->Best predictors of recidivism may differ for Indigenous offenders
61
What is a major issue with risk assessments for Indigenous offenders?
✔ Culturally relevant risk factors have not been studied enough.
62
*What do protective factors do?
✔ They mitigate or reduce the likelihood of negative outcomes (e.g., delinquency, aggression).
63
Why are protective factors important?
✔ They help explain why individuals with risk factors do not offend.
64
*What are key protective factors?
->Prosocial involvement (connections outside of criminal networks) ->Strong social supports ->Employment stability (stable housing and job) ->Positive social orientation ->Strong attachments (family, community) ->Intelligence (helps avoid recidivism, but can be a risk for sociopathic individuals)
65
What are limitations of risk assessment tools?
->Provide probability statements based on group data, not individuals ->Difficult to apply results at an individual level ->Disagreements on categorization of risk levels (low, moderate, high) ->May not generalize across different countries/populations
66
Why is validation important?
✔ Instruments need to be tested in the community where they are used.
67
What is a major issue with practitioners and risk assessment tools?
✔ Many practitioners do not use standardized assessment instruments.
68
Why is there a gap between research and practice?
->Some professionals rely on subjective judgment instead of science ->Some do not use the full assessment tool ->Courts often prioritize clinical judgment over research-based tools
69
*What is desistance from crime?
✔ The process of ceasing to engage in criminal behavior.
70
*Why is desistance important?
✔ There is little research on why offenders stop committing crimes.
71
What factors are related to desistance?
->Age ->Employment ->Marital relationships