Relational Help-Seeking: Qualitative Analysis in Criminal Justice

According to the PLOS ONE article (Connell et al., 2026), relational and contextual influences across social networks are central to whether people under community criminal justice supervision seek help for mental health and substance use, and these influences cannot be reduced to individual factors alone. PLOS ONE

• The PLOS ONE study interviewed 50 people between 1 November 2023 and 31 July 2024 and published the qualitative findings on 30 July 2026.
• According to PLOS ONE (Connell et al., 2026), participants came from two contrasting local authorities: 23 in LA1 and 27 in LA2, demonstrating context-specific differences in service access.
• Background prevalence cited in the article notes over 40% meet diagnostic criteria for a substance use disorder, more than 10% for a major depressive episode or psychotic disorder, and 75% for any personality disorder in related probation populations (as reviewed by Connell et al., 2026).
• A core participant quote in the PLOS ONE article summarized relational constraints: "you just kind of can’t get away from the social, every time you try and do something good basically they will get you on it and you will be wrecked and miss what you are going to do" (Participant P13, Connell et al., 2026).

Answer: The PLOS ONE team conducted an in-depth qualitative framework analysis of 50 interviews to identify how desire, ability, and context interact to shape help-seeking among people supervised by community criminal justice services.

According to the PLOS ONE article (Connell et al., 2026), researchers used semi-structured, audio-recorded interviews aided by Network Canvas software and transcribed interviews verbatim; interviews took place from 1 November 2023 to 31 July 2024 and were analyzed using framework analysis in NVivo.

The PLOS ONE study confirmed that help-seeking is a relational process: individual attitudes and capacities interact with network beliefs, resources, and local service availability to determine whether help is sought and sustained.

Researchers and commissioners should treat help-seeking as a multi-level target for intervention, because the PLOS ONE findings show that changing individual attitudes without addressing network norms and service trust is unlikely to succeed.

Answer: The PLOS ONE framework implies that qualitative researchers should explicitly capture social-network and contextual data alongside individual narratives to understand help-seeking.

According to Connell et al. (PLOS ONE, 2026), adding a network map and targeted prompts about network attitudes during interviews reveals shared norms, epistemic mistrust, and resource flows that standard one-to-one interviews miss.

Practical decisions: in future studies plan to collect network composition (ties, duration, perceived support), code relational themes (endorsement, sabotage, normalization), and compare across contexts as the PLOS ONE study did between LA1 and LA2.

Policy teams should prioritise multi-level interventions: the PLOS ONE authors recommend combining individual outreach with community-level trust-building and service redesign to reduce exclusionary access rules.

The PLOS ONE (Connell et al., 2026) study shows that help-seeking among people in contact with the criminal justice system is shaped by desire, ability, and the relational context embedded in social networks.

Researchers should collect network-aware qualitative data and use AI-enabled tools to synthesise relational themes across contexts, following the mixed-methods approach used in the PLOS ONE article.

Evidano helps teams operationalise this: ingest transcripts and network data, run thematic and cross-segment analyses, and produce reproducible codebooks and visualisations to inform multi-level interventions.

If you want to pilot an AI-enabled workflow for network-informed qualitative research, Try Evidano for free.