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The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs

The main barrier to the publication of observational research is a perceived inferiority to randomised designs with regard to the reliability of their conclusions. This commentary addresses this issue and makes a set of recommendations. It analyses the issue of research reliability in detail and ful...

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Autor principal: Hamlin, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658032/
https://www.ncbi.nlm.nih.gov/pubmed/36364910
http://dx.doi.org/10.3390/nu14214649
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author Hamlin, Robert
author_facet Hamlin, Robert
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description The main barrier to the publication of observational research is a perceived inferiority to randomised designs with regard to the reliability of their conclusions. This commentary addresses this issue and makes a set of recommendations. It analyses the issue of research reliability in detail and fully describes the three sources of research unreliability (certainty, risk and uncertainty). Two of these (certainty and uncertainty) are not adequately addressed in most research texts. It establishes that randomised designs are vulnerable as observation studies to these two sources of unreliability, and are therefore not automatically superior to observational research in all research situations. Two key principles for reducing research unreliability are taken from R.A. Fisher’s early work on agricultural research. These principles and their application are described in detail. The principles are then developed into four key principles that observational researchers should follow when they are designing observational research exercises in nutrition. It notes that there is an optimal sample size for any particular research exercise that should not be exceeded. It concludes that best practice in observational research is to replicate this optimal sized observational exercise multiple times in order to establish reliability and credibility.
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spelling pubmed-96580322022-11-15 The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs Hamlin, Robert Nutrients Article The main barrier to the publication of observational research is a perceived inferiority to randomised designs with regard to the reliability of their conclusions. This commentary addresses this issue and makes a set of recommendations. It analyses the issue of research reliability in detail and fully describes the three sources of research unreliability (certainty, risk and uncertainty). Two of these (certainty and uncertainty) are not adequately addressed in most research texts. It establishes that randomised designs are vulnerable as observation studies to these two sources of unreliability, and are therefore not automatically superior to observational research in all research situations. Two key principles for reducing research unreliability are taken from R.A. Fisher’s early work on agricultural research. These principles and their application are described in detail. The principles are then developed into four key principles that observational researchers should follow when they are designing observational research exercises in nutrition. It notes that there is an optimal sample size for any particular research exercise that should not be exceeded. It concludes that best practice in observational research is to replicate this optimal sized observational exercise multiple times in order to establish reliability and credibility. MDPI 2022-11-03 /pmc/articles/PMC9658032/ /pubmed/36364910 http://dx.doi.org/10.3390/nu14214649 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hamlin, Robert
The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title_full The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title_fullStr The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title_full_unstemmed The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title_short The Relative Merits of Observational and Experimental Research: Four Key Principles for Optimising Observational Research Designs
title_sort relative merits of observational and experimental research: four key principles for optimising observational research designs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658032/
https://www.ncbi.nlm.nih.gov/pubmed/36364910
http://dx.doi.org/10.3390/nu14214649
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