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Titre :
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To Leave or Stay? Influences on Early Exit and Completion in a New Zealand Residential Drug Rehabilitation Service (2026)
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Auteurs :
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Laura Ann Chubb, Auteur ;
Suzette Jackson, Auteur ;
Badhoora Naseer, Auteur ;
Maree Matthews, Auteur
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Type de document :
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Article : texte imprimé
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Dans :
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Qualitative health research (Vol. 36, n° 2-3, mars 2026)
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Article en page(s) :
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pp. 231–246
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Langues :
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Anglais
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Catégories :
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intelligence artificielle
ANALYSE QUALITATIVE
DEPENDANCE
CONSOMMATION DE DROGUE
THERAPEUTIQUE
COMMUNAUTE THERAPEUTIQUE
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Résumé :
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"Research indicates a positive correlation between residential treatment duration and residents’ positive outcomes. Between 2015 and 2019, a New Zealand residential drug rehabilitation service noted a rise in premature program exits, leading to an in-depth investigation into the individual and therapeutic community factors that impact residents’ completion of the 18-week program. The aim of the study was to understand how to enhance support mechanisms that promote longer treatment stays with the view to improving well-being outcomes. The authors conducted a two-phase, mixed-methods study. They applied quantitative secondary data analysis to data collected between 2015 and 2019 from 796 participants and did follow-up qualitative data collection in 2023, where 15 former residents participated in focus groups. Six were then randomly selected to participate in an in-depth interview. This article reports findings from the interviews of that study. The aims of this article are threefold. The authors introduce data from a New Zealand drug rehabilitation service as a case for using ChatGPT to support AI-assisted thematic narrative analysis. Steps in the analysis are detailed through a reproducible prompting process. Second, the authors present findings highlighting factors influencing residents to leave treatment and those that influenced them to stay. The authors position AI as a complementary tool for qualitative data analysis that enhances methodological rigor and practical applications in addiction research."
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Catalogueur :
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RESOdoc
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