Help-Seeking Qualitative Analysis for Criminal Justice

The PLOS One study (Connell et al., 2026) shows that social and relational influences within people’s networks powerfully shape help-seeking for mental health and substance use among those under community criminal justice supervision, not just individual attitudes. PLOS One

• In July 2026, Connell et al. published 50 interview-based qualitative analyses conducted between 1 November 2023 and 31 July 2024, confirming the three-part framework: desire to seek help, ability to seek help, and help-seeking context.
• According to background literature cited in the PLOS One paper (Connell et al., 2026), prevalence estimates reported in other studies (as of 2024–2025) include over 40% meeting diagnostic criteria for a substance use disorder, more than 10% for a major depressive episode or psychotic disorder, and 75% for any personality disorder.
• The PLOS One team reports that network-level factors such as shared mistrust of services, normative pressure to appear strong, and dense closed networks repeatedly undermined help-seeking across both a rural LA1 and an urban, deprived LA2 (study published 30 July 2026).

The PLOS One study directly examined who, what, when, and how help-seeking influences operate by interviewing 50 adults in contact with the criminal justice system and applying framework analysis to their verbatim transcripts (Connell et al., 2026).

Connell et al. interviewed 50 participants across two Scottish local authority areas between 1 November 2023 and 31 July 2024, then coded transcripts to an a priori framework of desire, ability, and context using Nvivo and team double-coding (PLOS One, 30 July 2026).

The study documents participants' words: for example participant P12 said, "I have dealt with it for almost twenty odd years by myself… I don’t like going to doctors because I think they are a waste of time…" and participant P13 said, "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, " illustrating relational and contextual pressure (Connell et al., PLOS One, 2026).

The PLOS One framework implies that researchers should treat help-seeking as a social process, not only an individual choice (Connell et al., 2026).

• For qualitative researchers: collect network data in interviews and code both individual beliefs and relational dynamics, because Connell et al. found relational subthemes embedded inside both desire and ability.
• For implementation teams: design multi-level interventions (individual, network, community) because the PLOS One study shows that network mistrust and community stigma can block individual readiness.
• For evaluators: measure contextual variables (e.g., service availability, anonymity concerns in small towns) as Connell et al. report context-specific barriers across rural LA1 and urban LA2.

The PLOS One study (Connell et al., 2026) shows that qualitative analysis of help-seeking must integrate network, contextual, and individual coding to design effective multi-level interventions.

For researchers and teams planning replication or intervention design, extract the Connell et al. framework, capture network ties in interview instruments, and use tools that link codes to verbatim quotes and visual network outputs.

If you want to accelerate trustworthy, reproducible qualitative synthesis that preserves participant voice and supports network-aware analysis, Try Evidano for free.