Related Experiment Video
Updated: Nov 18, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Risk-need-responsivity: Evaluating need-to-service matching with reach, effectiveness, adoption, implementation,
Dara C Drawbridge1, Debbie Truong2, Ngoc T Nguyen3
1Behavioral Sciences Department, Fitchburg State University, Fitchburg, Massachusetts, USA.
This study shows that aligning services with the needs of justice-involved individuals, known as need-to-service matching, is highly effective. Implementation science frameworks help evaluate and improve this crucial case management strategy.
Area of Science:
- Implementation Science
- Criminal Justice
- Public Health
Background:
- Need-to-service matching is a case management strategy to align service referrals with criminogenic needs of justice-involved persons.
- Evaluating the effectiveness of this strategy is crucial for improving outcomes.
Purpose of the Study:
- To evaluate the need-to-service matching strategy using an implementation science framework.
- To assess the alignment of services with the criminogenic needs of adults under community supervision.
Main Methods:
- Utilized an evaluation framework from implementation science.
- Analyzed data from 125 adults under community supervision.
- Assessed the match between individuals' criminogenic needs and referred services.
Main Results:
- Need-to-service matching reached 81.70% of the target population.
- Match frequencies for specific needs ranged from 80.00% (family/marital) to 98.29% (alcohol/drug).
- Over-prescription of services was noted, ranging from 60.98% (education/employment) to 82.21% (antisocial patterns).
Conclusions:
- Implementation science methods are valuable for evaluating need-to-service matching.
- The study highlights the success of matching services to needs but also identifies areas for improvement, such as over-prescription.
- Benchmarks for evaluating need-to-service matching are needed to advance the field.
More Related Videos
Related Concept Videos
Response Surface Methodology
The process of RSM involves several key steps:
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Odds Ratio
Relative Risk
Persuasion Strategies
Reliability and Validity

