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Government CIO Outlook | Friday, December 04, 2020
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Analytics-based risk assessment helps correction facilities better manage their operations and thus enhance safety.
FREMONT, CA: The mission of corrections is constant. However, the environment is which it is functioning is transforming. Correction facilities are facing increased costs and increasing pressure from an offender population that that is aging and needs more tailored offerings. The world of corrections is on the edge of the sea change. However, advances in technology and approaches to data management are allowing significant enhancements in both risk assessment and intervention methodologies. Learn more here.
Digital technology allows assessments to include more relevant data in a systematic method, which will lead to accurate assessments that are developed to the individual offender and their circumstances. In this way, analytics has the potential to allow more precise referrals to rehabilitation programs and services, which will have a positive effect on public safety. Evaluating offenders to allow them to reintegrate into society as quickly as possible while maintaining safety is a complex task that government must handle. It is at this point of convergence that digital technology has a significant role to play.
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Using data management tools will aggregate data from various systems and offender information. This introduced dozens of near-real-time risk variables into the equation. Facility staff is involved in a focus group, which assists in honing the variables. Their feedback includes interplays between variables included in the first model, which, without their feedback, will operate in isolation within the model. After the inclusion of these items, the model will be more powerful.
Within the corrections facility, digital technology and data analytics can propel a vast array of decision-making abilities, infrastructure improvements, and automated services. One of the significant opportunities for corrections is the ability to predict behavior and manage risk. A few areas in which digital technology is having an impact on corrections are automation, healthcare and rehabilitation, and crime prevention. Correction facilities are taking steps towards building these potentials. They have demonstrated that evidence-based content for correctional programs mitigates crime. It will be the technology that will improve the correction needs.
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