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Mechanisms and mediators of addiction recovery

2021· article· en· 15 citations· W3205924190 on OpenAlex· 10.1080/09687637.2021.1982521

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A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

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stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: editorial/commentary
about Canada: no
confidence: medium

Editorial framing knowledge gaps in the addiction recovery literature; commentary on a domain's substantive knowledge rather than on research practice.

GPT-5.6 (high)OUT
genre: conceptual
about Canada: no
confidence: high

The work reviews mechanisms and mediators of addiction recovery.

Grok 4.5OUT
genre: conceptual
about Canada: no
confidence: high

Framing of mechanisms and mediators in addiction recovery; clinical recovery science, not metaresearch methods.

Abstract

Addiction recovery is a complex, dynamic and non-linear process of change on multiple life domains, and in substance\nuse patterns in particular (Dekkers et al., 2020; White, 2007). While early definitions equated recovery with ‘remission’,\n‘abstinence’ or absence of symptoms of dependence, later conceptualisations have also emphasised the importance of\nhealth, well-being, quality of life, citizenship and social participation, as illustrated in the Betty Ford Consensus Panel\ndefinition (Betty Ford Institute Consensus Panel, 2007, p. 222): ‘a voluntarily maintained lifestyle, characterized by sobriety, personal health, and citizenship’. Although abstinence may be an important feature, it is not a prerequisite for\nrecovery (Laudet & White, 2010). The addiction recovery literature has grown quickly over the last few years, including a\nvariety of recovery indicators, resources and instruments (Ashford et al., 2020; Best & Laudet, 2010; Best et al., 2021;\nCano et al., 2017; Cloud & Granfield, 2008; Groshkova et al., 2013; Neale et al., 2016). Far less is known about how recovery takes place and which mechanisms and mediators are central to addiction recovery.

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The record

Venue
Drugs Education Prevention and Policy
Topic
Substance Abuse Treatment and Outcomes
Field
Medicine
Canadian institutions
Innovation Cluster (Canada)
Funders
Keywords
AddictionPsychologyPsychotherapistPsychoanalysisNeuroscience
Has abstract in OpenAlex
yes