Cargando…
PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data
Starting from the observation that data sharing in general and sharing of reusable behavioral data in particular is still scarce in psychology, we set out to develop a curation standard for behavioral psychological research data rendering data reuse more effective and efficient. Specifically, we pro...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7874086/ https://www.ncbi.nlm.nih.gov/pubmed/33584413 http://dx.doi.org/10.3389/fpsyg.2020.579397 |
_version_ | 1783649516258328576 |
---|---|
author | Blask, Katarina Gerhards, Lea Jalynskij, Maria |
author_facet | Blask, Katarina Gerhards, Lea Jalynskij, Maria |
author_sort | Blask, Katarina |
collection | PubMed |
description | Starting from the observation that data sharing in general and sharing of reusable behavioral data in particular is still scarce in psychology, we set out to develop a curation standard for behavioral psychological research data rendering data reuse more effective and efficient. Specifically, we propose a standard that is oriented toward the requirements of the psychological research process, thus considering the needs of researchers in their role as data providers and data users. To this end, we suggest that researchers should describe their data on three documentation levels reflecting researchers’ central decisions during the research process. In particular, these levels describe researchers’ decisions on the concrete research design that is most suitable to address the corresponding research question, its operationalization as well as a precise description of the subsequent data collection and analysis process. Accordingly, the first documentation level represents, for instance, researchers’ decision on the concrete hypotheses, inclusion/exclusion criteria and the number of measurement points as well as a conceptual presentation of all substantial variables included in the design. On the second level these substantial variables are presented within an extended codebook allowing for the linkage between the conceptual research design and the actually operationalized variables as presented within the data. Finally, the third level includes all materials, data preparation and analyses scripts as well as a detailed procedure graphic that allows the data user to link the information from all three documentation levels at a single glance. After a comprehensive presentation of the standard, we will offer some arguments for its integration into the psychological research process. |
format | Online Article Text |
id | pubmed-7874086 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78740862021-02-11 PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data Blask, Katarina Gerhards, Lea Jalynskij, Maria Front Psychol Psychology Starting from the observation that data sharing in general and sharing of reusable behavioral data in particular is still scarce in psychology, we set out to develop a curation standard for behavioral psychological research data rendering data reuse more effective and efficient. Specifically, we propose a standard that is oriented toward the requirements of the psychological research process, thus considering the needs of researchers in their role as data providers and data users. To this end, we suggest that researchers should describe their data on three documentation levels reflecting researchers’ central decisions during the research process. In particular, these levels describe researchers’ decisions on the concrete research design that is most suitable to address the corresponding research question, its operationalization as well as a precise description of the subsequent data collection and analysis process. Accordingly, the first documentation level represents, for instance, researchers’ decision on the concrete hypotheses, inclusion/exclusion criteria and the number of measurement points as well as a conceptual presentation of all substantial variables included in the design. On the second level these substantial variables are presented within an extended codebook allowing for the linkage between the conceptual research design and the actually operationalized variables as presented within the data. Finally, the third level includes all materials, data preparation and analyses scripts as well as a detailed procedure graphic that allows the data user to link the information from all three documentation levels at a single glance. After a comprehensive presentation of the standard, we will offer some arguments for its integration into the psychological research process. Frontiers Media S.A. 2021-01-12 /pmc/articles/PMC7874086/ /pubmed/33584413 http://dx.doi.org/10.3389/fpsyg.2020.579397 Text en Copyright © 2021 Blask, Gerhards and Jalynskij. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Blask, Katarina Gerhards, Lea Jalynskij, Maria PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title | PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title_full | PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title_fullStr | PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title_full_unstemmed | PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title_short | PsyCuraDat: Designing a User-Oriented Curation Standard for Behavioral Psychological Research Data |
title_sort | psycuradat: designing a user-oriented curation standard for behavioral psychological research data |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7874086/ https://www.ncbi.nlm.nih.gov/pubmed/33584413 http://dx.doi.org/10.3389/fpsyg.2020.579397 |
work_keys_str_mv | AT blaskkatarina psycuradatdesigningauserorientedcurationstandardforbehavioralpsychologicalresearchdata AT gerhardslea psycuradatdesigningauserorientedcurationstandardforbehavioralpsychologicalresearchdata AT jalynskijmaria psycuradatdesigningauserorientedcurationstandardforbehavioralpsychologicalresearchdata |