How Can a Forensic Psychologist Approach a Violence Risk Assessment While Navigating Ethical Gray Areas, Especially with Unclear Referral Questions or Pressured Recommendations?

When referral questions blur clinical and legal standards, one of the most important first steps for the forensic psychologist is to clarify the purpose and limits of the evaluation before it begins. This is especially important when legal actors seek conclusions about ultimate issues such as "dangerousness" or the "best interests of the child." Although courts often want definitive answers to these questions, the psychologist must avoid conflating clinical findings with legal determinations, which remain the exclusive province of the court.

To navigate these gray areas, practitioners should prioritize role clarity from the outset. This clarification begins by ensuring that all parties understand the fundamental difference between clinical and forensic evaluations. Unlike therapeutic relationships built on advocacy and alliance, forensic evaluations demand impartiality and objectivity. Psychologists must clarify their role at the start of every engagement, ensuring the evaluee and the referring party understand that confidentiality is typically absent in court-ordered contexts.

Structured frameworks can also help psychologists respond to unclear or conflated referral questions in a disciplined and defensible way. Tools such as the Historical, Clinical, Risk-20 (HCR-20) to bridge the gap between legal questions and clinical data. provide a common language for linking legal concerns with clinically relevant data. By focusing on an individual’s history, current presentation, and risk management factors, the psychologist can offer a logical, evidence-based formulation rather than relying on unstructured intuition. When the referral question itself remains imprecise, the most ethically sound response is to communicate directly with the attorney or the court to refine the question and align the assessment with a well-defined forensic purpose.

The legal system frequently pressures evaluators to produce conclusive predictions, yet risk is inherently uncertain. It is impossible to predict violence with absolute certainty; instead, the goal is to understand the ambiguity of the future and the range of possible outcomes. Forensic psychologists must resist the pressure to provide simple "yes or no" answers regarding future behavior.

A primary strategy is to favor Structured Professional Judgment (SPJ) over purely actuarial tools. While actuarial tools provide a mechanical score based on fixed rules, they often fail to account for unique situational contexts, the nature of potential violence, or ways to mitigate risk. In contrast, the SPJ approach, exemplified by tools like the Short-Term Assessment of Risk & Treatability (START), allows for professional discretion and recognizes that an individual may have few historical risk factors but still pose a high imminent risk due to current acuity or environmental stressors.

Psychologists should also educate stakeholders on the methodological limitations of prediction. For example, research indicates that the presence of risk assessment information can shift a judge's perception of a defendant's socioeconomic status (SES), potentially increasing sentencing disparities for poor defendants while reducing them for affluent defendants. By presenting risk as a dynamic, manageable state rather than a fixed label, a forensic psychologist shifts the conversation from "prediction" to "prevention and management." Transparency about these nuances is a professional obligation that protects the integrity of the practitioner and the field.

Forensic practitioners often face pressure from multiple angles: attorneys seeking definitive conclusions, judges wanting clear guidance, and parents seeking validation. Yielding to these pressures by providing testimony that exceeds the bounds of the evaluation data poses an ethical and legal pitfall, potentially leading to outcomes that fail to serve the best interests of the public or the individuals involved.

The APA’s Specialty Guidelines for Forensic Psychology require practitioners to base opinions on "information and techniques sufficient to substantiate their findings." When a referral question requests an opinion beyond empirical support, the psychologist must:

• Decline comparative recommendations without full data: For example, a forensic psychologist should not provide a definitive opinion on future violence, risk level, or the necessity of specific restrictions if the available records, interview data, collateral information, and structured assessment findings are insufficient to support such a conclusion.

• Identify the limits of "Expertise Overconfidence": Clinical experience alone does not protect against systematic errors; indeed, it can sometimes increase susceptibility to bias by reducing self-critique.

• Address the "Malingering" trap: If the data are insufficient to conclude that symptoms are being exaggerated or feigned, the practitioner should state that limitation rather than feel pressured to make a definitive determination.

In situations where an attorney requests a statement favorable to their litigation goals, the psychologist must resist the urge to align with that adversarial allegiance. The ethical obligation is to the court and to an honest presentation of findings, even when those findings are unlikely to be helpful to the retaining party.

Transparency is not merely an ethical ideal; it is a defensive safeguard against impeachment during cross-examination. As violence risk assessment enters the digital age, new methodological challenges arise, particularly with the integration of Artificial Intelligence (AI) and Large Language Models (LLMs). These technologies promise to surpass human pattern recognition but also introduce significant "black box" concerns, hidden biases, and a lack of external validity.

Forensic psychologists must be transparent about these limitations by:

1. Documenting Methodological Rigor: Reports should document the specific data supporting each conclusion and explicitly list the alternative hypotheses considered and rejected.

2. Highlighting Dataset Bias: Professionals must be aware that AI systems may reinforce existing social disparities. For example, research has already demonstrated that racial and gender biases significantly increase the likelihood of minority groups being required to complete anger management therapy, even when controlling for the crime and jurisdiction.

3. Acknowledging the "Temperature" of Data: In LLMs, "temperature" refers to the degree of randomness in a response; forensic professionals must consider how this variability affects the reliability of information used in legal contexts.

When external pressure to provide conclusive recommendations mounts, forensic psychologists should point to documentation of their balanced methodology. Being transparent about what is unknown, such as documenting that records that were requested but not received, and what this means for the conclusion, enhances the expert's credibility.

The demand for advocacy is often driven by retainer bias, a form of confirmation bias in which a clinician selectively gathers and interprets data to support the retaining attorney's position. This is particularly pernicious because it can occur unconsciously as an implicit bias. To combat this, psychologists should employ established ethical decision-making frameworks, such as the 7-step problem-solving process.

Key elements of an ethically excellent framework include:

• Active Disengagement: Practitioners must actively disengage emotionally from casework and remain aware of countertransference.
• Hypothesis Testing: Using structured assessment protocols that require generating and testing alternative hypotheses can check the pull toward adversarial allegiance.
• Peer Consultation: Seeking consultation with colleagues using blinded case information provides an independent check on conclusions.
• Maintaining a Database: Some psychologists maintain a database of their own "base rates" for certain determinations (e.g., malingering) to demonstrate a lack of systematic bias before fact-finders.

Ultimately, the goal is to shift from "ethical adequacy" to "ethical excellence". While changing an opinion may prevent short-term conflict with a referral source, the long-term risk of a reputation for bias and the potential for legal impeachment are far more destructive to a professional career. By adhering to a rigorous, transparent, and structured process, the forensic psychologist ensures that their violence risk assessment serves as a reliable tool for justice rather than a vehicle for advocacy.

In practice, conducting a violence risk assessment as a forensic psychologist requires far more than technical competence; it demands disciplined judgment in the face of uncertainty, pressure, and ethical ambiguity. When referral questions are unclear, when legal constructs outpace clinical data, or when stakeholders push for definitive answers, the psychologist’s responsibility is not to resolve that tension, but to manage it transparently and ethically. As emphasized throughout, the most defensible evaluations are those grounded in role clarity, a structured methodology, and an explicit willingness to acknowledge limitations.

Across domains, whether addressing conflated referral questions, resisting pressure for certainty, or navigating concerns about exaggeration or bias, the core task remains the same: to provide evidence-based, functionally meaningful conclusions without exceeding what the data can support. This often means reframing questions, slowing down the rush to conclusions, and prioritizing explanation over prediction.

Ultimately, ethical forensic practice is defined not by certainty, but by integrity. By maintaining objectivity, documenting reasoning, and clearly communicating limits, the forensic psychologist ensures that violence risk assessment remains a tool for informed decision-making rather than an instrument of advocacy.

eBook

• The Forensic Psychologist as Risk Assessor
  

Training

• Limited-Time Specially Priced Risk Assessment Training Bundle
• Violence Risk Assessment Certificate
• MDLPA: Sanism Separate from Other Biases
• AAFP: Reducing Bias and Error in Forensic Judgment
• ABPPSP: Assessing Bias in Police & Other Public Safety Candidates
• ​​Structured Professional Judgment and Racial Disparities in Risk Assessment
• Diversity Issues in Violence Risk Assessment: Culture
• Responding to Concerns about the Work of Other Professionals in Forensic Practice

Blog Posts

• Career Paths and Mental Health in the Digital Age
• Why Must I, As a Forensic Psychologist, Stay Proficient in Violence Risk Assessment Tools like HCR-20v3, SARA, and START Beyond My Initial Certification?
• How Do You Prepare Violence Risk Assessment Opinions for High-Stakes Courtroom Scrutiny as a Forensic Psychologist Across Diverse Forensic Settings?
• How Do I, as a Forensic Psychologist, Account for Cultural and Systemic Variables in Violence Risk Assessment to Avoid Bias and Improve Accuracy?
• Writing Without Bias: Ethics In Forensic Reports
• The Impact of Extralegal Bias in Assignment to Anger Management
• The Role of Risk Assessment Instruments and Algorithms in Criminal Justice Decision Making
• The Practitioner’s Guide to Ethical Decision Making Turns 21 – A conversation with Dr. Holly Forester-Miller