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Preregistration of Analyses of Preexisting Data

The preregistration of a study’s hypotheses, methods, and data-analyses steps is becoming a popular psychological research practice. To date, most of the discussion on study preregistration has focused on the preregistration of studies that include the collection of original data. However, much of t...

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Detalles Bibliográficos
Autores principales: Mertens, Gaëtan, Krypotos, Angelos-Miltiadis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ubiquity Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6706998/
https://www.ncbi.nlm.nih.gov/pubmed/31497308
http://dx.doi.org/10.5334/pb.493
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author Mertens, Gaëtan
Krypotos, Angelos-Miltiadis
author_facet Mertens, Gaëtan
Krypotos, Angelos-Miltiadis
author_sort Mertens, Gaëtan
collection PubMed
description The preregistration of a study’s hypotheses, methods, and data-analyses steps is becoming a popular psychological research practice. To date, most of the discussion on study preregistration has focused on the preregistration of studies that include the collection of original data. However, much of the research in psychology relies on the (re-)analysis of preexisting data. Importantly, this type of studies is different from original studies as researchers cannot change major aspects of the study (e.g., experimental manipulations, sample size). Here, we provide arguments as to why it is useful to preregister analyses of preexisting data, discuss practical considerations, consider potential concerns, and introduce a preregistration template tailored for studies focused on the analyses of preexisting data. We argue that the preregistration of hypotheses and data-analyses for analyses of preexisting data is an important step towards more transparent psychological research.
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spelling pubmed-67069982019-09-06 Preregistration of Analyses of Preexisting Data Mertens, Gaëtan Krypotos, Angelos-Miltiadis Psychol Belg Theoretical-Review Article The preregistration of a study’s hypotheses, methods, and data-analyses steps is becoming a popular psychological research practice. To date, most of the discussion on study preregistration has focused on the preregistration of studies that include the collection of original data. However, much of the research in psychology relies on the (re-)analysis of preexisting data. Importantly, this type of studies is different from original studies as researchers cannot change major aspects of the study (e.g., experimental manipulations, sample size). Here, we provide arguments as to why it is useful to preregister analyses of preexisting data, discuss practical considerations, consider potential concerns, and introduce a preregistration template tailored for studies focused on the analyses of preexisting data. We argue that the preregistration of hypotheses and data-analyses for analyses of preexisting data is an important step towards more transparent psychological research. Ubiquity Press 2019-08-22 /pmc/articles/PMC6706998/ /pubmed/31497308 http://dx.doi.org/10.5334/pb.493 Text en Copyright: © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.
spellingShingle Theoretical-Review Article
Mertens, Gaëtan
Krypotos, Angelos-Miltiadis
Preregistration of Analyses of Preexisting Data
title Preregistration of Analyses of Preexisting Data
title_full Preregistration of Analyses of Preexisting Data
title_fullStr Preregistration of Analyses of Preexisting Data
title_full_unstemmed Preregistration of Analyses of Preexisting Data
title_short Preregistration of Analyses of Preexisting Data
title_sort preregistration of analyses of preexisting data
topic Theoretical-Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6706998/
https://www.ncbi.nlm.nih.gov/pubmed/31497308
http://dx.doi.org/10.5334/pb.493
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