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The pandemic of online research in times of COVID-19
The COVID-19 pandemic has led to an explosion of online research using rating scales. While this approach can be useful, two of the major challenges affecting the quality of this type of research include selection bias and the use of non-validated scales. Online research is prone to various forms of...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907624/ https://www.ncbi.nlm.nih.gov/pubmed/33622948 http://dx.doi.org/10.1136/bmjopen-2020-043866 |
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author | De Man, Jeroen Campbell, Linda Tabana, Hanani Wouters, Edwin |
author_facet | De Man, Jeroen Campbell, Linda Tabana, Hanani Wouters, Edwin |
author_sort | De Man, Jeroen |
collection | PubMed |
description | The COVID-19 pandemic has led to an explosion of online research using rating scales. While this approach can be useful, two of the major challenges affecting the quality of this type of research include selection bias and the use of non-validated scales. Online research is prone to various forms of selection bias, including self-selection bias, non-response bias or only reaching specific subgroups. The use of rating scales requires contextually validated scales that meet psychometrical properties such as validity, reliability and—for cross-country comparisons—invariance across settings. We discuss options to prevent or tackle these challenges. Researchers, readers, editors and reviewers need to take a critical stance towards research using this type of methodology. |
format | Online Article Text |
id | pubmed-7907624 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-79076242021-02-26 The pandemic of online research in times of COVID-19 De Man, Jeroen Campbell, Linda Tabana, Hanani Wouters, Edwin BMJ Open Research Methods The COVID-19 pandemic has led to an explosion of online research using rating scales. While this approach can be useful, two of the major challenges affecting the quality of this type of research include selection bias and the use of non-validated scales. Online research is prone to various forms of selection bias, including self-selection bias, non-response bias or only reaching specific subgroups. The use of rating scales requires contextually validated scales that meet psychometrical properties such as validity, reliability and—for cross-country comparisons—invariance across settings. We discuss options to prevent or tackle these challenges. Researchers, readers, editors and reviewers need to take a critical stance towards research using this type of methodology. BMJ Publishing Group 2021-02-23 /pmc/articles/PMC7907624/ /pubmed/33622948 http://dx.doi.org/10.1136/bmjopen-2020-043866 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Research Methods De Man, Jeroen Campbell, Linda Tabana, Hanani Wouters, Edwin The pandemic of online research in times of COVID-19 |
title | The pandemic of online research in times of COVID-19 |
title_full | The pandemic of online research in times of COVID-19 |
title_fullStr | The pandemic of online research in times of COVID-19 |
title_full_unstemmed | The pandemic of online research in times of COVID-19 |
title_short | The pandemic of online research in times of COVID-19 |
title_sort | pandemic of online research in times of covid-19 |
topic | Research Methods |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7907624/ https://www.ncbi.nlm.nih.gov/pubmed/33622948 http://dx.doi.org/10.1136/bmjopen-2020-043866 |
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