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      Critical Dialogue and Capacity-Building Projects Reduced Alcohol and Substance Use in a Randomized Clinical Trial Among Formerly Incarcerated Men

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          Abstract

          Background:

          Rates of alcohol and/or substance use (ASU) among residents of predominantly Black and marginalized communities are similar to ASU rates in White communities. Yet ASU has worse consequences in predominantly Black and marginalized communities (e.g., higher incarceration).

          Objective:

          We randomized participants to one of 16 intervention conditions using a 2 4 full factorial design to optimize a multilevel intervention reducing ASU among 602 formerly incarcerated men with substance-use-disorders (SUD). Candidate intervention components included (1) critical dialogue (CD; six weekly 2-hour-long group sessions vs. no CD sessions), (2) Quality of Life Wheel (QLW; six weekly 1-hour-long group sessions vs. no QLW sessions), (3) capacity building projects (CBP; six weekly 1-hour-long group sessions vs. no CBP sessions), and (4) delivery by a trained peer versus licensed facilitators. Outcome was percentage of days in which participants used alcohol, cocaine, opioid, and/or cannabis in previous 30 days.

          Results:

          Intent-to-treat analysis did not meet a priori component selection criteria due to low intervention attendance. After controlling for intervention group attendance (percentage of sessions attended), peer-delivered CD and CBP produced statistically and clinically significant main and interaction effects in ASU over 5 months. Per the multiphase optimization strategy framework, we selected peer-delivered CD and CBP for inclusion as the optimized version of the intervention with a cost of US$1,380 per 10 individuals. No adverse intervention effects occurred.

          Conclusion:

          CD and CBP were identified as the only potentially effective intervention components. Future research will examine strategies to improve attendance and test the optimized intervention against standard of care in a randomized-controlled-trial.

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          Most cited references36

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          Multiple imputation of discrete and continuous data by fully conditional specification.

          The goal of multiple imputation is to provide valid inferences for statistical estimates from incomplete data. To achieve that goal, imputed values should preserve the structure in the data, as well as the uncertainty about this structure, and include any knowledge about the process that generated the missing data. Two approaches for imputing multivariate data exist: joint modeling (JM) and fully conditional specification (FCS). JM is based on parametric statistical theory, and leads to imputation procedures whose statistical properties are known. JM is theoretically sound, but the joint model may lack flexibility needed to represent typical data features, potentially leading to bias. FCS is a semi-parametric and flexible alternative that specifies the multivariate model by a series of conditional models, one for each incomplete variable. FCS provides tremendous flexibility and is easy to apply, but its statistical properties are difficult to establish. Simulation work shows that FCS behaves very well in the cases studied. The present paper reviews and compares the approaches. JM and FCS were applied to pubertal development data of 3801 Dutch girls that had missing data on menarche (two categories), breast development (five categories) and pubic hair development (six stages). Imputations for these data were created under two models: a multivariate normal model with rounding and a conditionally specified discrete model. The JM approach introduced biases in the reference curves, whereas FCS did not. The paper concludes that FCS is a useful and easily applied flexible alternative to JM when no convenient and realistic joint distribution can be specified.
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            Using community-based participatory research to address health disparities.

            Community-based participatory research (CBPR) has emerged in the past decades as an alternative research paradigm, which integrates education and social action to improve health and reduce health disparities. More than a set of research methods, CBPR is an orientation to research that focuses on relationships between academic and community partners, with principles of colearning, mutual benefit, and long-term commitment and incorporates community theories, participation, and practices into the research efforts. As CBPR matures, tensions have become recognized that challenge the mutuality of the research relationship, including issues of power, privilege, participation, community consent, racial and/or ethnic discrimination, and the role of research in social change. This article focuses on these challenges as a dynamic and ever-changing context of the researcher-community relationship, provides examples of these paradoxes from work in tribal communities, discusses the evidence that CBPR reduces disparities, and recommends transforming the culture of academia to strengthen collaborative research relationships.
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              Development and validation of the Working Alliance Inventory.

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                Author and article information

                Journal
                9602153
                20344
                Subst Use Misuse
                Subst Use Misuse
                Substance use & misuse
                1082-6084
                1532-2491
                14 July 2024
                2024
                19 June 2024
                29 July 2024
                : 59
                : 11
                : 1574-1585
                Affiliations
                [a ]School of Social Work, The University of Illinois, Urbana-Champaign, Illinois, USA
                [b ]North Jersey Community Research Initiative, Newark, New Jersey, USA
                [c ]Department of Psychiatry, Michigan Medicine, The University of Michigan, Ann Arbor, Michigan, USA
                [d ]City University of New York, Silberman School of Social Work, Hunter College, New York, New York, USA
                [e ]College of Health and Human Development, University of Pennsylvania, College Station, Pennsylvania, USA
                [f ]Baylor College of Medicine, Waco, Texas, USA
                Author notes
                CONTACT Liliane Cambraia Windsor, lwindsor@ 123456illinois.edu , 1010 W. Nevada St., Urbana, IL 61801, USA.
                Author information
                http://orcid.org/0000-0002-0172-5009
                http://orcid.org/0000-0002-6077-3406
                Article
                NIHMS2003277
                10.1080/10826084.2024.2352611
                11285053
                38898549
                285839f5-e032-407e-8118-4a6b100801db

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.

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                Categories
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                Health & Social care
                substance use intervention,critical consciousness,multiphase optimization strategy,community-based participatory research,urban predominantly black and marginalized communities

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