Trine profs’ research shows JDAI helps keep juveniles from re-offending
January 13, 2026
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Juveniles who have been part of Steuben County’s Juvenile Detention Alternatives Initiative
(JDAI) program as opposed to being incarcerated are less likely to re-offend as adults,
according to research by two Trine University faculty members.
They also found those on whom JDAI used a structured assessment tool were even less
likely to re-offend.
Michael Smith, left, and Darrin Wilcox, Ph.D.
Last summer, Michael Smith, assistant professor of mathematics, and Darrin Wilcox,
Ph.D., dean of Jannen School of Arts and Sciences, reviewed data on juveniles who
went through the JDAI program in Steuben County from 2016-2023, as well as statewide
information on juvenile and adult offenses.
Trinity Wright, JDAI coordinator for Steuben County, said the project started with
her predecessor, Kathy Armstrong, in 2024.
“The Trine staff have been supportive and collaborative with JDAI since its introduction
to Steuben County in 2016, which made them a natural partner for this research,” she
said.
Alternatives to incarceration
JDAI seeks community-based alternatives to youth incarceration. The program is available
in more than 300 jurisdictions in 40 states and the District of Columbia.
“Since its inception in 1992, the JDAI has sought to reduce the over-reliance of the
juvenile justice system on secure detention,” the research report says. “Their mission
has been to do this while improving public safety, enhancing equity, and even saving
taxpayer money. According to their data, they have done just that nationally and
specifically within Steuben County.”
The Trine faculty discovered there was no readily available national data on the recidivism
rate for juvenile offenders as adults. The 39 states that collect such data use different
standards, and most research focuses on incarcerated juveniles as opposed to those
who take part in programs such as JDAI.
Positive results
The researchers averaged the data available and discovered that the observed rates
of recidivism for juveniles who went through JDAI were significantly less, even more
so for those who were evaluated using an assessment tool.
They felt one of the most important findings from the project was the demonstrated
effectiveness of using the assessment tool.
“We would recommend that Steuben County JDAI increase the use of such tools as much
as possible and in so doing, we believe they will continue to see reduced juvenile-to-adult
recidivism,” they said.
Wright said JDAI and its steering committee were pleased with the findings, which
she has shared with local stakeholders. She hopes the results will help support further
juvenile system reforms.
She said JDAI plans to collaborate with the university on future research projects.
“I would like to extend my deepest gratitude to Darrin Wilcox, Michael Smith, Melissa
Higbee (Fremont Youth and Community Outreach Executive Director) and Kim Hutchins
(Steuben County Juvenile Probation Officer) for their time and dedication in seeing
this research project to its conclusion,” she said. “This would not have been possible
without their knowledge and skill. I would also like to thank all our stakeholders
here at the county for their work in juvenile justice reform.”
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Low-income residents or those with disabilities or limited English proficiency can once again get their taxes prepared and filed electronically at no cost this spring through the VITA (Volunteer Income Tax Assistance) program hosted by Trine University.
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