One of the most important developments in contemporary violence risk assessment is the shift from simply estimating an individual’s likelihood of future violence toward developing an individualized understanding of how, why, and under what circumstances violence might occur. This approach, commonly referred to as violence risk formulation, is central to structured professional judgment (SPJ) methods.
Unlike unstructured clinical judgment, which relies primarily on an evaluator’s general impressions and experience, structured professional judgment uses empirically informed assessment frameworks to guide the identification, evaluation, and integration of risk-relevant information.
However, structured professional judgment is also distinct from purely actuarial assessment. Rather than relying exclusively on a numerical score or statistical prediction, SPJ methods require the evaluator to consider the relevance of identified risk factors, their potential interactions, and the circumstances that may increase or decrease the likelihood of future violence.
The objective is not merely to assign a risk classification, but to develop a scientifically informed formulation that can guide meaningful risk management decisions.
The HCR-20 V3 and Structured Professional Judgment
The Historical Clinical Risk Management–20, Version 3 (HCR-20 V3) is one of the most widely recognized structured professional judgment instruments for assessing risk of interpersonal violence.
The HCR-20 V3 provides a systematic framework for evaluating historical, clinical, and risk management factors associated with violence. However, its application involves more than determining whether individual risk factors are present.
Evaluators must also consider the relevance of each factor to the individual’s particular circumstances, the relationship between identified factors and previous violent behavior, and the potential influence of future environmental conditions.
For example, a history of substance use may be particularly relevant when previous violent incidents consistently occurred during intoxication. In contrast, the same historical characteristic may have less explanatory significance for an individual whose violence occurred under unrelated circumstances.
Similarly, psychiatric symptoms may be relevant when there is evidence that specific symptoms contributed to previous aggression, but a diagnosis alone does not establish a causal relationship with violence.
Structured professional judgment therefore requires the evaluator to distinguish between the general empirical association of a risk factor with violence and its individualized relevance to the person being assessed.
Developing an Individualized Violence Risk Formulation
A violence risk formulation integrates assessment findings into a coherent explanation of the factors that may contribute to future violent behavior.
Rather than treating risk factors as independent characteristics, the evaluator considers how historical vulnerabilities, current psychological functioning, situational stressors, and protective circumstances may interact.
A comprehensive violence risk formulation may address:
Nature of previous violence: The frequency, severity, circumstances, and patterns of documented violent behavior.
Relevant psychological mechanisms: Whether psychiatric symptoms, impulsivity, hostility, perceived threats, or other psychological processes have contributed to previous incidents.
Situational triggers: Interpersonal conflicts, environmental stressors, substance use, or other circumstances associated with increased risk.
Potential targets: Whether available evidence identifies particular individuals, groups, or categories of people who may be at increased risk.
Behavioral patterns: Whether previous incidents reveal recurring sequences of escalation, threats, confrontation, or aggression.
Dynamic risk factors: Potentially changeable characteristics that may influence future violence.
Protective factors: Relationships, treatment, environmental stability, or other circumstances that may reduce or manage risk.
Risk management opportunities: Interventions that may interrupt identified pathways to violence.
The formulation should be grounded in available evidence rather than constructed solely from theoretical assumptions.
For example, an individual with a history of violence associated with persecutory delusions may require a different risk management approach than someone whose aggression primarily occurs during interpersonal conflict and alcohol intoxication.
Although both individuals may receive similar overall risk classifications, the factors contributing to their risk—and the interventions most likely to address those factors—may differ substantially.
Violence Risk Scenarios and Future Circumstances
An important component of structured professional judgment is the development of plausible future violence scenarios.
Risk scenarios describe circumstances under which violence might occur, based on the individual’s history, current functioning, and anticipated environmental conditions.
These scenarios are not predictions that a particular event will occur. Rather, they are evidence-informed hypotheses intended to clarify how risk could emerge and which interventions might reduce its likelihood or consequences.
A comprehensive risk scenario may consider:
Nature of potential violence: Whether future violence might involve threats, physical assault, intimate partner violence, or other forms of interpersonal aggression.
Potential targets: Whether the individual’s history or current circumstances suggest risk involving particular people or relationships.
Severity: The potential seriousness of harm, including whether previous behavior supports concern about escalating violence.
Likelihood: The evaluator’s judgment concerning the relative plausibility of the scenario, given the available evidence.
Imminence: Whether the relevant circumstances suggest near-term concerns or risks that may emerge over a longer period.
Frequency or persistence: Whether violence might involve isolated incidents or recurring patterns.
Precipitating circumstances: Events or conditions that could contribute to escalation.
Preventive interventions: Actions or supports that may reduce the likelihood or severity of the identified scenario.
Importantly, not every evaluation permits reliable conclusions about potential targets, imminence, or the precise nature of future violence.
When the available evidence does not support a specific scenario, the evaluator should acknowledge those limitations rather than imply a degree of predictive precision that cannot be scientifically justified.
Distinguishing Risk Level, Severity, and Imminence
A particularly important distinction in violence risk assessment is that the likelihood, potential severity, and imminence of violence are related but separate considerations.
An individual may present a relatively low likelihood of violence while having a history of behavior associated with potentially severe consequences. Conversely, another individual may have a pattern of relatively frequent but less severe aggression.
Similarly, an elevated longer-term risk classification does not necessarily establish that violence is imminent.
These distinctions matter because different risk characteristics may warrant different management strategies.
For example, concerns about imminent violence may require prompt assessment and intervention, while longer-term risk associated with chronic behavioral patterns may be addressed through sustained treatment, supervision, and environmental supports.
The evaluator must therefore clarify what type of risk is being assessed, over what anticipated period, and under which circumstances.
A violence risk opinion that simply labels an individual as “high risk” without explaining the nature, context, or timeframe of that risk may provide limited practical value to attorneys, courts, or treatment professionals.
Translating Risk Formulation Into Risk Management
One of the principal advantages of structured professional judgment is its emphasis on connecting assessment findings to practical risk management strategies.
A comprehensive violence risk assessment should consider whether identified risks may be reduced through interventions targeting relevant psychological, behavioral, or environmental factors.
Depending on the individual and referral context, recommendations may address:
Psychiatric treatment and stabilization when specific symptoms contribute to risk.
Substance use treatment when intoxication or substance-related difficulties are associated with aggression.
Behavioral interventions targeting impulsivity, hostility, or difficulties with emotional regulation.
Strategies for recognizing and responding to escalating interpersonal conflict.
Appropriate supervision, monitoring, or environmental safeguards.
Strengthening protective relationships and prosocial supports.
Addressing housing instability or other circumstances that may undermine effective risk management.
Reassessment when meaningful changes occur in symptoms, behavior, treatment engagement, or environmental conditions.
Importantly, the presence of a dynamic risk factor does not automatically establish that a particular intervention will reduce violence risk.
Recommendations should be based on the individual’s circumstances, the available evidence, and the extent to which the proposed intervention addresses a plausible pathway to violence.
For example, psychiatric treatment may be particularly relevant when violence has been associated with acute psychotic symptoms. However, psychiatric stabilization alone may not adequately address risk associated with longstanding antisocial behavior or recurrent interpersonal aggression.
A defensible risk management plan should therefore be individualized rather than based exclusively on diagnostic labels or overall risk classifications.
Professional Guidelines and the Importance of Competing Hypotheses
The American Psychological Association’s Specialty Guidelines for Forensic Psychology provide an important professional framework for the development of scientifically defensible forensic opinions.
Guideline 9.01 emphasizes examining forensic questions from reasonable perspectives and seeking information that can distinguish among plausible competing hypotheses. Guideline 9.02 emphasizes the use of multiple sources of information and corroboration of important findings whenever feasible.
These principles are particularly relevant to violence risk formulation.
For example, an evaluator examining a history of aggression should consider whether the behavior is more strongly associated with psychiatric symptoms, substance use, interpersonal conflict, longstanding antisocial characteristics, or a combination of factors.
Similarly, the evaluator should examine information that may contradict an initial formulation rather than selectively emphasizing evidence that supports a predetermined conclusion.
A scientifically defensible risk formulation should therefore integrate available records, behavioral history, clinical findings, and relevant collateral information while clearly acknowledging uncertainties and limitations.
The APA guidelines do not prescribe a particular violence risk assessment instrument or establish that any single method is appropriate for every referral. Instead, they reinforce the importance of appropriate methodology, impartiality, and transparent reasoning in forensic practice.
Changes in Risk and the Need for Reassessment
Violence risk is not necessarily constant over time.
Although historical risk factors remain unchanged, dynamic characteristics and environmental circumstances may change substantially. Psychiatric stabilization, treatment engagement, changes in substance use, improved social supports, or changes in supervision may alter the circumstances relevant to future violence.
Conversely, worsening psychiatric symptoms, escalating conflict, renewed substance use, or the loss of protective supports may increase concern.
Accordingly, violence risk formulations should be understood as reflecting the information and circumstances available at the time of the evaluation.
A risk assessment conducted during an acute psychiatric hospitalization may not adequately characterize the individual’s functioning after sustained stabilization. Similarly, an evaluation completed before a significant change in living arrangements or supervision may require reconsideration when those circumstances change.
Reassessment may be appropriate when new information materially affects the individual’s risk factors, protective circumstances, or anticipated pathways to violence.
The Role of the Forensic Psychologist
Forensic psychologists conducting structured violence risk assessments must integrate empirical research with individualized clinical and behavioral evidence.
This requires more than identifying risk factors or assigning a categorical risk level. The evaluator must consider how relevant factors may interact, develop plausible formulations of potential future violence, and identify interventions that may reduce or manage risk.
At Utah Center for Psychological Services, our forensic psychologists emphasize structured assessment methods, individualized violence risk formulation, and careful consideration of the relationship between assessment findings and risk management recommendations. Our objective is to provide attorneys, courts, and other referring professionals with scientifically grounded opinions that clarify not only the level of violence risk, but also the circumstances under which violence may occur and the factors that may influence its management.