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EQUIVANT CORRECTIONS

Three Ways Classification Data Can Better Help You Address Inmate Behavior

By: Priscilla Torres, equivant Corrections Project Manager

Managing inmate behavior is one of the most challenging and critical responsibilities within a jail facility. Every day, jail administrators and staff are tasked with making decisions that affect safety, order, and overall facility operations. One of the most powerful tools at your disposal—often overlooked beyond intake—is classification data. When used effectively, this data goes beyond just housing decisions and becomes an essential resource for understanding, predicting, and managing inmate behavior.

  • Classification: More Than Just Housing Assignments

Inmate classification is traditionally used to determine housing assignments and custody levels based on an inmate’s risk factors, such as charges, behavior history, gang affiliation, or mental health concerns. But its utility doesn’t stop there. When classification data is updated regularly and reviewed strategically, it can help you proactively address behavioral issues before they escalate into serious incidents.

Jail staff can use classification trends to identify inmates who may be at higher risk of acting out, either violently or through repeated infractions. Recognizing those patterns early allows for timely interventions, whether that means reassignment, increased observation, or targeted support.

  • Predictive and Preventive Behavior Management

By analyzing classification data over time, you gain insight into patterns that may otherwise go unnoticed. For example, an inmate whose classification score shifts upward due to disciplinary reports can be flagged for further assessment or additional supervision. Likewise, sudden changes in behavior—like withdrawal, aggression, or refusal to participate in programming—may indicate deeper issues that need to be addressed.

This approach allows for preventive behavior management—stopping problems before they occur, rather than reacting after they do. It also helps reduce staff injuries, inmate grievances, and use-of-force incidents, making your facility safer and more controlled.

  • Promoting Positive Behavior Through Accountability

A well-structured classification system doesn’t just catch negative behavior—it rewards positive behavior too. When inmates understand that improved conduct can lead to lower custody levels, program eligibility, or better housing placements, it creates a system of incentivized compliance.

As a result, inmates are more likely to follow facility rules and take advantage of available programming. Meanwhile, staff benefit from fewer disruptions and clearer justification for decisions related to discipline and housing.

  • Improving Communication and Staff Coordination

Classification data isn’t just for the classification officer. When shared across departments—security, housing, mental health, and programs—it creates a unified, informed response to each inmate’s needs and risks. For example, if an inmate shows signs of mental health decline, staff can cross-reference their classification profile to determine the best placement or intervention, ensuring safety for all involved.

This shared understanding helps streamline decision-making and supports consistency across shifts and departments.

For classification data to truly support behavior management, it needs to be dynamic, not static. This data is far more than a checkbox process. It’s a strategic resource that, when actively used, empowers jail administrators and staff to create safer, more stable environments—both for those working in the facility and those housed within it. For more information about how our classification solution can help your jail advance, please contact us.

equivant Corrections Insights