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Risk Assessments in Community Corrections: A Critical Review

January 27, 2026
in Social Science
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In recent years, the landscape of community corrections has significantly evolved, driven by the increasing implementation of risk and needs assessments. These tools are designed to evaluate an individual’s risk of reoffending and to identify their specific needs that may influence successful rehabilitation. However, as new research highlights, the gap between perception and actual practice warrants critical examination. In the study titled “Perception Versus Practice: Examining the Use of Risk and Needs Assessments in Community Corrections” by Viglione and Zettler, important insights into these discrepancies are revealed.

The effectiveness of risk and needs assessments in community corrections is a topic of ongoing debate. Proponents argue that these assessments enhance decision-making by providing a structured process for evaluating offenders. They believe such tools support the fair allocation of resources, allowing for targeted interventions that can reduce recidivism among high-risk individuals. However, the study by Viglione and Zettler illustrates that perception does not always align with the reality of practical application in the field.

A significant aspect of this misalignment stems from the varied understanding of risk assessments among stakeholders involved in community corrections. Practitioners, policymakers, and even offenders themselves may have differing opinions about the efficacy of these assessments. For instance, while practitioners often rely on quantitative measures derived from these tools, they may still rely on their intuitive understanding of offenders to guide their actions. This duality of approach can lead to inconsistencies in how assessments are used, potentially undermining their intended benefits.

The study also underscores the complex interplay between evidence-based practices and the realities of frontline work in corrections. Many practitioners express skepticism regarding the predictive utility of these assessments, pointing to cases wherein the tools failed to accurately predict recidivism. This skepticism raises questions about the validity of relying heavily on algorithmic outputs and highlights the need for ongoing training and education. Such initiatives can help practitioners understand the strengths and limitations of these assessments, allowing for a more informed application that does not solely depend on machine-produced insights.

Moreover, the research found that the implementation of risk and needs assessments is often affected by local policies and the broader socio-political environment. In some jurisdictions, the focus on these assessments is driven by funding opportunities tied to reform measures aimed at reducing incarceration rates. However, what may emerge is a situation where the implementation of these tools is more about compliance with grant requirements than about genuinely improving correctional practices. Such dynamics can diminish the integrity of the assessments and raise ethical concerns regarding their application.

The implications of this research extend beyond operational practices in community corrections. They prompt a reevaluation of how policymakers perceive risk and needs assessments. The data collected through these assessments must be employed not just as numbers but also be framed within the context of individuals’ lived experiences. When assessments disregard the human element, they fail to capture the full spectrum of circumstances contributing to an individual’s criminal behavior. This oversight may lead to misguided policy decisions that do not effectively address root causes.

As communities work to foster rehabilitation rather than mere punishment, the research suggests that a shift in focus towards individual-level interventions is necessary. Tailoring programs that address specific needs—such as mental health treatment or substance abuse remediation—can lead to more favorable outcomes than a one-size-fits-all approach. Risk assessments can provide valuable insights to inform these tailored strategies, but they should not be the sole basis for decision-making in corrections. The integration of qualitative insights alongside quantitative data is crucial for improving rehabilitation efforts.

One of the noteworthy findings of Viglione and Zettler’s research is the role of collaborative approaches in community corrections. Stakeholders must coordinate their efforts to align strategies and perspectives regarding risk assessments. When all parties involved—such as law enforcement, social services, and community organizations—share a common framework for understanding these tools, the collective efficacy of community corrections can be significantly enhanced.

In addition, the research reveals that ongoing dialogue about the utility and implementation of risk and needs assessments can foster accountability and transparency in corrections. Engaging various community members in discussions can help demystify the process surrounding these assessments. Moreover, efforts to involve formerly incarcerated individuals in the conversation can provide invaluable insights that enhance the development and refinement of assessment tools to meet the community’s needs.

The researchers highlight that achieving consistency and reliability in the use of risk and needs assessments requires more than mere compliance with standardized tools; it necessitates a deeper understanding of the factors influencing individual behavior. Training programs on the practical application of these assessments can help bridge the gap between theoretical knowledge and practical application, ensuring that practitioners are equipped to interpret and act on the data meaningfully.

Furthermore, the analysis underscores the importance of evaluating the outcomes of the implementations of risk and needs assessments. Incorporating feedback loops into the assessment process is vital for continuous improvement. Regular reviews and evaluations of the efficacy of interventions guided by these assessments will help correct course when necessary and foster a culture of learning and adaptation within community corrections.

In conclusion, “Perception Versus Practice: Examining the Use of Risk and Needs Assessments in Community Corrections” provides critical insights into the complexities surrounding these tools. Viglione and Zettler emphasize the importance of aligning perceptions with practical applications to enhance the effectiveness of community corrections. They advocate for a more nuanced understanding of assessments that incorporates both quantitative data and qualitative insights, aiming for a future where individuals are supported in their rehabilitation journeys. As we move forward, it is imperative that the community corrections framework evolves to embrace these insights, ensuring that justice is not only served but also that rehabilitation takes precedence.


Subject of Research: Examination of the use of risk and needs assessments in community corrections.

Article Title: Perception Versus Practice: Examining the Use of Risk and Needs Assessments in Community Corrections

Article References:

Viglione, J., Zettler, H. Perception Versus Practice: Examining the Use of Risk and Needs Assessments in Community Corrections.
Am J Crim Just (2026). https://doi.org/10.1007/s12103-025-09890-z

Image Credits: AI Generated

DOI: https://doi.org/10.1007/s12103-025-09890-z

Keywords: risk assessment, community corrections, rehabilitation, recidivism, evidence-based practices

Tags: community corrections practicescritical review of risk assessmentsdiscrepancies in risk assessment practiceseffectiveness of risk and needs assessmentsevaluation of offender rehabilitation needsperceptions of risk assessmentsrecidivism reduction strategiesrehabilitation in community correctionsrisk assessments in community correctionsstakeholder perspectives on risk assessmentsstructured decision-making in correctionstargeted interventions for offenders
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