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      Effectiveness of a multiple health-behaviour-change intervention in increasing adherence to the Mediterranean Diet in adults (EIRA study): a randomized controlled hybrid trial

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          Abstract

          Background

          The present study describes the effectiveness of a complex intervention that addresses multiple lifestyles to promote healthy behaviours in increasing adherence to the Mediterranean diet (MD). 

          Methods

          Cluster-randomised, hybrid clinical trial controlled with two parallel groups. The study was carried out in 26 primary Spanish healthcare centres. People aged 45–75 years who presented at least two of the following criteria were included: smoker, low adherence to the MD or insufficient level of physical activity. The intervention group (IG) had three different levels of action: individual, group, and community, with the aim of acting on the behaviours related to smoking, diet and physical activity at the same time. The individual intervention included personalised recommendations and agreements on the objectives to attain. Group sessions were adapted to the context of each healthcare centre. The community intervention was focused on the social prescription of resources and activities performed in the environment of the community of each healthcare centre. Control group (CG) received brief advice given in the usual visits to the doctor’s office. The primary outcome was the change, after 12 months, in the number of participants in each group with good adherence to the MD pattern. Secondary outcomes included the change in the total score of the MD adherence score (MEDAS) and the change in some cardiovascular risk factors.

          Results

          Three thousand sixty-two participants were included (IG = 1,481, CG = 1,581). Low adherence to the MD was present in 1,384 (93.5%) participants, of whom 1,233 initiated the intervention and conducted at least one individual visit with a healthcare professional. A greater increase (13.7%; 95% CI, 9.9–17.5; p < 0.001) was obtained by IG in the number of participants who reached 9 points or more (good adherence) in the MEDAS at the final visit. Moreover, the effect attributable to the intervention obtained a greater increase (0.50 points; 95% CI, 0.35 to 0.66; p < 0.001) in IG.

          Conclusions

          A complex intervention modelled and carried out by primary healthcare professionals, within a real clinical healthcare context, achieved a global increase in the adherence to the MD compared to the brief advice.

          Trial registration

          ClinicalTrials.gov Identifier: NCT03136211. Retrospectively registered on 02/05/2017 https://clinicaltrials.gov/ct2/show/NCT03136211

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          Multiple imputation using chained equations: Issues and guidance for practice

          Multiple imputation by chained equations is a flexible and practical approach to handling missing data. We describe the principles of the method and show how to impute categorical and quantitative variables, including skewed variables. We give guidance on how to specify the imputation model and how many imputations are needed. We describe the practical analysis of multiply imputed data, including model building and model checking. We stress the limitations of the method and discuss the possible pitfalls. We illustrate the ideas using a data set in mental health, giving Stata code fragments. 2010 John Wiley & Sons, Ltd.
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            SPIRIT 2013 explanation and elaboration: guidance for protocols of clinical trials

            High quality protocols facilitate proper conduct, reporting, and external review of clinical trials. However, the completeness of trial protocols is often inadequate. To help improve the content and quality of protocols, an international group of stakeholders developed the SPIRIT 2013 Statement (Standard Protocol Items: Recommendations for Interventional Trials). The SPIRIT Statement provides guidance in the form of a checklist of recommended items to include in a clinical trial protocol. This SPIRIT 2013 Explanation and Elaboration paper provides important information to promote full understanding of the checklist recommendations. For each checklist item, we provide a rationale and detailed description; a model example from an actual protocol; and relevant references supporting its importance. We strongly recommend that this explanatory paper be used in conjunction with the SPIRIT Statement. A website of resources is also available (www.spirit-statement.org). The SPIRIT 2013 Explanation and Elaboration paper, together with the Statement, should help with the drafting of trial protocols. Complete documentation of key trial elements can facilitate transparency and protocol review for the benefit of all stakeholders.
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              Developing and evaluating complex interventions: the new Medical Research Council guidance

              Evaluating complex interventions is complicated. The Medical Research Council's evaluation framework (2000) brought welcome clarity to the task. Now the council has updated its guidance
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                Author and article information

                Contributors
                donrecio@usal.es
                Journal
                BMC Public Health
                BMC Public Health
                BMC Public Health
                BioMed Central (London )
                1471-2458
                19 November 2022
                19 November 2022
                2022
                : 22
                : 2127
                Affiliations
                [1 ]GRID grid.11762.33, ISNI 0000 0001 2180 1817, Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Instituto de Investigación Biomédica de Salamanca (IBSAL), Red de Investigación en Cronicidad, , Atención Primaria Y Promoción de La Salud (RICAPPS) (RD21/0016), Facultad de Enfermería Y Fisioterapia (Universidad de Salamanca), ; Salamanca, Spain
                [2 ]GRID grid.452531.4, Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia de Atención Primaria de Salamanca, Departamento de Ciencias Biomédicas Y del Diagnóstico (Universidad de Salamanca), , Gerencia Regional de Salud de Castilla Y León (SACyL), ; 37007 Salamanca, Spain
                [3 ]GRID grid.452531.4, Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Instituto de Investigación Biomédica de Salamanca (IBSAL), ; Salamanca, Spain
                [4 ]GRID grid.452531.4, Unidad de Investigación de Atención Primaria de Salamanca (APISAL), Instituto de Investigación Biomédica de Salamanca (IBSAL), Gerencia de Atención Primaria de Salamanca, , Gerencia Regional de Salud de Castilla Y León (SACyL), ; Salamanca, Spain
                [5 ]GRID grid.5841.8, ISNI 0000 0004 1937 0247, Nursing Department, Nursing Faculty (Universitat de Girona), , Fundació Institut Universitari Per a La Recerca a L’Atenció Primària de Salut Jordi Gol I Gurina (IDIAPJGol), Gerència Territorial de Barcelona (Institut Català de La Salut), UniversitatAutònoma de Barcelona, ; Barcelona, Spain
                [6 ]GRID grid.452479.9, Fundació Institut Universitari Per a La Recerca a L’Atenció Primària de Salut Jordi Gol I Gurina (IDIAPJGol), Universitat Autònoma de Barcelona, ; Barcelona, Spain
                [7 ]GRID grid.452479.9, Fundació Institut Universitari Per a La Recerca a L’Atenció Primària de Salut Jordi Gol I Gurina (IDIAPJGol), ; Barcelona, Spain
                [8 ]GRID grid.487143.d, ISNI 0000 0004 1807 8885, Unitat de Recerca, Atenció Primària de Mallorca. Servei de Salut de Les Illes Balears. IdISBa, ; Palma, Spain
                [9 ]GRID grid.429182.4, Fundació Institut Universitari Per a La Recerca a L’Atenció Primària de Salut Jordi Gol I Gurina (IDIAPJGol), Group of Research in Vascular Health, Unitat de Suport a La Recerca de Girona, Girona Biomedical Research Institute (IdibGi), ; Girona, Spain
                [10 ]GRID grid.426049.d, ISNI 0000 0004 1793 9479, Bizkaia, Deputy Directorate of Healthcare Assistance, , Ezkerraldea-Enkarterri-Cruces Integrated Health Organisation-Biocruces Bizkaia Health Research Institute Innovation Unit, Osakidetza-Servicio Vasco de Salud, ; Araba, Spain
                [11 ]GRID grid.449008.1, ISNI 0000 0004 1795 4150, Universidad Loyola Andalucía, ; Seville, Spain
                [12 ]GRID grid.411160.3, ISNI 0000 0001 0663 8628, Research and Development Unit, , Institut de Recerca Sant Joan de Déu, ; Sant Boi de Llobregat, Spain
                [13 ]GRID grid.488737.7, ISNI 0000000463436020, Instituto de Investigación Sanitaria Aragón, ; Saragossa, Spain
                [14 ]GRID grid.420359.9, ISNI 0000 0000 9403 4738, Atención Primaria, Área Sanitaria de Vigo, Servicio Gallego de Salud (SERGAS), Grupo I-Saúde (Instituto de Investigación Sanitaria Galicia Sur), ; Galicia, Spain
                Article
                14590
                10.1186/s12889-022-14590-y
                9675247
                36401247
                b7bde8c8-0a22-48a3-8c6d-988c02dac642
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 19 November 2021
                : 10 November 2022
                Categories
                Research
                Custom metadata
                © The Author(s) 2022

                Public health
                complex interventions,cost-effectiveness analysis,health behavior,health promotion,hybrid trial,implementation research,mediterranean diet,physical activity,primary health care,smoking

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