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STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS
Over the past years, recruitment of participants for behavioral and biomedical research through the internet has become more popular. Online has become an advantageous approach to recruitment, especially since the covid pandemic has posed a great challenge to most in-person research activities. Typi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9767218/ http://dx.doi.org/10.1093/geroni/igac059.2411 |
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author | Armah, Henrietta Vickers, Jasmine Wang, Danny Pickering, Carolyn |
author_facet | Armah, Henrietta Vickers, Jasmine Wang, Danny Pickering, Carolyn |
author_sort | Armah, Henrietta |
collection | PubMed |
description | Over the past years, recruitment of participants for behavioral and biomedical research through the internet has become more popular. Online has become an advantageous approach to recruitment, especially since the covid pandemic has posed a great challenge to most in-person research activities. Typically, internet-based recruitment strategies include website posting, emailing list of potential participants as well as using social media such as Facebook, Twitter, and Instagram to deliver recruitment information to groups who are often unrepresented in research. Although this mechanism has reduced barriers to participation, it has posed serious threats to data quality and validity. For example, some studies on data validity estimate that up to 90% of online survey responses are fraudulent when they rely on screening questions and CAPTCHA alone. Others have shown that vetted panel data such as Mechanical Turk (mTurk), has high rates of participant misrepresentation. Therefore, the aim of this paper is to highlight the challenges associated with internet-based recruitment of family caregivers and describe strategies for researchers to ensure data integrity. We discuss multi-faceted approaches to detect and prevent fraudulent and suspicious activities such as duplicate and automated enrollment by software applications known as bots as well by fraudulent human participants. We discuss data on several strategies that have proven effective in our previous and ongoing trails. We will also demonstrate the need to implement several strategies and a “fail-safe” to detect fraud after enrollment. It is imperative that researchers understand the need to address these challenges to preserve data integrity and replicability. |
format | Online Article Text |
id | pubmed-9767218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-97672182022-12-21 STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS Armah, Henrietta Vickers, Jasmine Wang, Danny Pickering, Carolyn Innov Aging Abstracts Over the past years, recruitment of participants for behavioral and biomedical research through the internet has become more popular. Online has become an advantageous approach to recruitment, especially since the covid pandemic has posed a great challenge to most in-person research activities. Typically, internet-based recruitment strategies include website posting, emailing list of potential participants as well as using social media such as Facebook, Twitter, and Instagram to deliver recruitment information to groups who are often unrepresented in research. Although this mechanism has reduced barriers to participation, it has posed serious threats to data quality and validity. For example, some studies on data validity estimate that up to 90% of online survey responses are fraudulent when they rely on screening questions and CAPTCHA alone. Others have shown that vetted panel data such as Mechanical Turk (mTurk), has high rates of participant misrepresentation. Therefore, the aim of this paper is to highlight the challenges associated with internet-based recruitment of family caregivers and describe strategies for researchers to ensure data integrity. We discuss multi-faceted approaches to detect and prevent fraudulent and suspicious activities such as duplicate and automated enrollment by software applications known as bots as well by fraudulent human participants. We discuss data on several strategies that have proven effective in our previous and ongoing trails. We will also demonstrate the need to implement several strategies and a “fail-safe” to detect fraud after enrollment. It is imperative that researchers understand the need to address these challenges to preserve data integrity and replicability. Oxford University Press 2022-12-20 /pmc/articles/PMC9767218/ http://dx.doi.org/10.1093/geroni/igac059.2411 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Abstracts Armah, Henrietta Vickers, Jasmine Wang, Danny Pickering, Carolyn STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title | STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title_full | STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title_fullStr | STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title_full_unstemmed | STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title_short | STRATEGIES TO ENSURE AUTHENTIC PARTICIPANTS AND VALID DATA WITH ONLINE RECRUITMENT OF FAMILY CAREGIVERS |
title_sort | strategies to ensure authentic participants and valid data with online recruitment of family caregivers |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9767218/ http://dx.doi.org/10.1093/geroni/igac059.2411 |
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