Cargando…

COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities

More than 130,000 peer-reviewed studies have been published within one year after COVID-19 emerged in many countries. This large and rapidly growing field may overwhelm the synthesizing abilities of both researchers and policy-makers. To provide a sinopsis, prevent errors, and detect cognitive gaps...

Descripción completa

Detalles Bibliográficos
Autores principales: Rivas, Ariel L., van Regenmortel, Marc H.V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545872/
https://www.ncbi.nlm.nih.gov/pubmed/34029715
http://dx.doi.org/10.1016/j.ymeth.2021.05.014
_version_ 1784590081256849408
author Rivas, Ariel L.
van Regenmortel, Marc H.V.
author_facet Rivas, Ariel L.
van Regenmortel, Marc H.V.
author_sort Rivas, Ariel L.
collection PubMed
description More than 130,000 peer-reviewed studies have been published within one year after COVID-19 emerged in many countries. This large and rapidly growing field may overwhelm the synthesizing abilities of both researchers and policy-makers. To provide a sinopsis, prevent errors, and detect cognitive gaps that may require interdisciplinary research methods, the literature on COVID-19 is summarized, twice. The overall purpose of this study is to generate a dialogue meant to explain the genesis of and/or find remedies for omissions and contradictions. The first review starts in Biology and ends in Policy. Policy is chosen as a destination because it is the setting where cognitive integration must occur. The second review follows the opposite path: it begins with stated policies on COVID-19 and then their assumptions and disciplinary relationships are identified. The purpose of this interdisciplinary method on methods is to yield a relational and explanatory view of the field –one strategy likely to be incomplete but usable when large bodies of literature need to be rapidly summarized. These reviews identify nine inter-related problems, research needs, or omissions, namely: (1) nation-wide, geo-referenced, epidemiological data collection systems (open to and monitored by the public); (2) metrics meant to detect non-symptomatic cases –e.g., test positivity–; (3) cost-benefit oriented methods, which should demonstrate they detect silent viral spreaders even with limited testing; (4) new personalized tests that inform on biological functions and disease correlates, such as cell-mediated immunity, co-morbidities, and immuno-suppression; (5) factors that influence vaccine effectiveness; (6) economic predictions that consider the long-term consequences likely to follow epidemics that growth exponentially; (7) the errors induced by self-limiting and/or implausible paradigms, such as binary and reductionist approaches; (8) new governance models that emphasize problem-solving skills, social participation, and the use of scientific knowledge; and (9) new educational programs that utilize visual aids and audience-specific communication strategies. The analysis indicates that, to optimally address these problems, disciplinary and social integration is needed. By asking what is/are the potential cause(s) and consequence(s) of each issue, this methodology generates visualizations that reveal possible relationships as well as omissions and contradictions. While inherently limited in scope and likely to become obsolete, these shortcomings are avoided when this ‘method on methods’ is frequently practiced. Open-ended, inter-/trans-disciplinary perspectives and broad social participation may help researchers and citizens to construct, de-construct, and re-construct COVID-19 related research.
format Online
Article
Text
id pubmed-8545872
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Elsevier Inc.
record_format MEDLINE/PubMed
spelling pubmed-85458722021-10-26 COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities Rivas, Ariel L. van Regenmortel, Marc H.V. Methods Article More than 130,000 peer-reviewed studies have been published within one year after COVID-19 emerged in many countries. This large and rapidly growing field may overwhelm the synthesizing abilities of both researchers and policy-makers. To provide a sinopsis, prevent errors, and detect cognitive gaps that may require interdisciplinary research methods, the literature on COVID-19 is summarized, twice. The overall purpose of this study is to generate a dialogue meant to explain the genesis of and/or find remedies for omissions and contradictions. The first review starts in Biology and ends in Policy. Policy is chosen as a destination because it is the setting where cognitive integration must occur. The second review follows the opposite path: it begins with stated policies on COVID-19 and then their assumptions and disciplinary relationships are identified. The purpose of this interdisciplinary method on methods is to yield a relational and explanatory view of the field –one strategy likely to be incomplete but usable when large bodies of literature need to be rapidly summarized. These reviews identify nine inter-related problems, research needs, or omissions, namely: (1) nation-wide, geo-referenced, epidemiological data collection systems (open to and monitored by the public); (2) metrics meant to detect non-symptomatic cases –e.g., test positivity–; (3) cost-benefit oriented methods, which should demonstrate they detect silent viral spreaders even with limited testing; (4) new personalized tests that inform on biological functions and disease correlates, such as cell-mediated immunity, co-morbidities, and immuno-suppression; (5) factors that influence vaccine effectiveness; (6) economic predictions that consider the long-term consequences likely to follow epidemics that growth exponentially; (7) the errors induced by self-limiting and/or implausible paradigms, such as binary and reductionist approaches; (8) new governance models that emphasize problem-solving skills, social participation, and the use of scientific knowledge; and (9) new educational programs that utilize visual aids and audience-specific communication strategies. The analysis indicates that, to optimally address these problems, disciplinary and social integration is needed. By asking what is/are the potential cause(s) and consequence(s) of each issue, this methodology generates visualizations that reveal possible relationships as well as omissions and contradictions. While inherently limited in scope and likely to become obsolete, these shortcomings are avoided when this ‘method on methods’ is frequently practiced. Open-ended, inter-/trans-disciplinary perspectives and broad social participation may help researchers and citizens to construct, de-construct, and re-construct COVID-19 related research. Elsevier Inc. 2021-11 2021-05-23 /pmc/articles/PMC8545872/ /pubmed/34029715 http://dx.doi.org/10.1016/j.ymeth.2021.05.014 Text en © 2021 Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Rivas, Ariel L.
van Regenmortel, Marc H.V.
COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title_full COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title_fullStr COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title_full_unstemmed COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title_short COVID-19 related interdisciplinary methods: Preventing errors and detecting research opportunities
title_sort covid-19 related interdisciplinary methods: preventing errors and detecting research opportunities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8545872/
https://www.ncbi.nlm.nih.gov/pubmed/34029715
http://dx.doi.org/10.1016/j.ymeth.2021.05.014
work_keys_str_mv AT rivasariell covid19relatedinterdisciplinarymethodspreventingerrorsanddetectingresearchopportunities
AT vanregenmortelmarchv covid19relatedinterdisciplinarymethodspreventingerrorsanddetectingresearchopportunities