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Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach

Manual review of the extensive literature covering nutrition-based lifestyle interventions to promote healthy cognitive ageing has proved educational, however, data-driven techniques can better account for the large size of the literature (tens of thousands of potentially relevant publications to da...

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Detalles Bibliográficos
Autores principales: Walsh, Erin I., Cherbuin, Nicolas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6356193/
https://www.ncbi.nlm.nih.gov/pubmed/30586933
http://dx.doi.org/10.3390/nu11010038
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author Walsh, Erin I.
Cherbuin, Nicolas
author_facet Walsh, Erin I.
Cherbuin, Nicolas
author_sort Walsh, Erin I.
collection PubMed
description Manual review of the extensive literature covering nutrition-based lifestyle interventions to promote healthy cognitive ageing has proved educational, however, data-driven techniques can better account for the large size of the literature (tens of thousands of potentially relevant publications to date) and interdisciplinary nature, where relevant publications may be found. In this study, we present a new way to map the literature landscape, focusing on nutrition-based lifestyle interventions to promote healthy cognitive ageing. We applied a combination of citation network analysis and text mining to map out the existing literature on nutritional interventions and cognitive health. Results indicated five overarching clusters of publications, which could be further deconstructed into a total of 35 clusters. These could be broadly distinguished by the focus on lifespan stages (e.g., infancy versus older age), and specificity regarding nutrition (e.g., a narrow focus on iodine deficiency versus a broad focus on weight gain). Rather than concentrating into a single cluster, interventions were present throughout the majority of the research. We conclude that a data-driven map of the nutritional intervention literature can benefit the design of future interventions, by highlighting topics and themes that could be synthesized across currently disconnected clusters of publications.
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spelling pubmed-63561932019-02-01 Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach Walsh, Erin I. Cherbuin, Nicolas Nutrients Communication Manual review of the extensive literature covering nutrition-based lifestyle interventions to promote healthy cognitive ageing has proved educational, however, data-driven techniques can better account for the large size of the literature (tens of thousands of potentially relevant publications to date) and interdisciplinary nature, where relevant publications may be found. In this study, we present a new way to map the literature landscape, focusing on nutrition-based lifestyle interventions to promote healthy cognitive ageing. We applied a combination of citation network analysis and text mining to map out the existing literature on nutritional interventions and cognitive health. Results indicated five overarching clusters of publications, which could be further deconstructed into a total of 35 clusters. These could be broadly distinguished by the focus on lifespan stages (e.g., infancy versus older age), and specificity regarding nutrition (e.g., a narrow focus on iodine deficiency versus a broad focus on weight gain). Rather than concentrating into a single cluster, interventions were present throughout the majority of the research. We conclude that a data-driven map of the nutritional intervention literature can benefit the design of future interventions, by highlighting topics and themes that could be synthesized across currently disconnected clusters of publications. MDPI 2018-12-24 /pmc/articles/PMC6356193/ /pubmed/30586933 http://dx.doi.org/10.3390/nu11010038 Text en © 2018 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Walsh, Erin I.
Cherbuin, Nicolas
Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title_full Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title_fullStr Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title_full_unstemmed Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title_short Mapping the Literature on Nutritional Interventions in Cognitive Health: A Data-Driven Approach
title_sort mapping the literature on nutritional interventions in cognitive health: a data-driven approach
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6356193/
https://www.ncbi.nlm.nih.gov/pubmed/30586933
http://dx.doi.org/10.3390/nu11010038
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