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Turking in the time of COVID

On March 16, 2020, the US Government introduced strict social distancing protocols for the United States in an effort to stem the spread of the COVID-19 pandemic. This had an immediate major effect on the job market, with millions of Americans forced to find alternative ways to make a living from ho...

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Detalles Bibliográficos
Autores principales: Arechar, Antonio A., Rand, David G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103881/
https://www.ncbi.nlm.nih.gov/pubmed/33963495
http://dx.doi.org/10.3758/s13428-021-01588-4
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author Arechar, Antonio A.
Rand, David G.
author_facet Arechar, Antonio A.
Rand, David G.
author_sort Arechar, Antonio A.
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description On March 16, 2020, the US Government introduced strict social distancing protocols for the United States in an effort to stem the spread of the COVID-19 pandemic. This had an immediate major effect on the job market, with millions of Americans forced to find alternative ways to make a living from home. As online labor markets like Amazon Mechanical Turk (MTurk) play a major role in social science research, concerns have been raised that the pandemic may be reducing the diversity of subjects participating in experiments. Here, we investigate this possibility empirically. Specifically, we look at 15,539 responses gathered in 23 studies run on MTurk between February and July 2020, examining the distribution of gender, age, ethnicity, political preference, and analytic cognitive style. We find notable changes on some of the measures following the imposition of nationwide social distancing: participants are more likely to be less reflective (as measured by the Cognitive Reflection Test), and somewhat less likely to be white, Democrats (traditionally over-represented on MTurk), and experienced with MTurk. Most of these differences are explained by an influx of new participants into the MTurk subject pool who are more diverse and representative – but also less attentive – than previous MTurkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.3758/s13428-021-01588-4.
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spelling pubmed-81038812021-05-10 Turking in the time of COVID Arechar, Antonio A. Rand, David G. Behav Res Methods Article On March 16, 2020, the US Government introduced strict social distancing protocols for the United States in an effort to stem the spread of the COVID-19 pandemic. This had an immediate major effect on the job market, with millions of Americans forced to find alternative ways to make a living from home. As online labor markets like Amazon Mechanical Turk (MTurk) play a major role in social science research, concerns have been raised that the pandemic may be reducing the diversity of subjects participating in experiments. Here, we investigate this possibility empirically. Specifically, we look at 15,539 responses gathered in 23 studies run on MTurk between February and July 2020, examining the distribution of gender, age, ethnicity, political preference, and analytic cognitive style. We find notable changes on some of the measures following the imposition of nationwide social distancing: participants are more likely to be less reflective (as measured by the Cognitive Reflection Test), and somewhat less likely to be white, Democrats (traditionally over-represented on MTurk), and experienced with MTurk. Most of these differences are explained by an influx of new participants into the MTurk subject pool who are more diverse and representative – but also less attentive – than previous MTurkers. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.3758/s13428-021-01588-4. Springer US 2021-05-07 2021 /pmc/articles/PMC8103881/ /pubmed/33963495 http://dx.doi.org/10.3758/s13428-021-01588-4 Text en © The Psychonomic Society, Inc. 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Arechar, Antonio A.
Rand, David G.
Turking in the time of COVID
title Turking in the time of COVID
title_full Turking in the time of COVID
title_fullStr Turking in the time of COVID
title_full_unstemmed Turking in the time of COVID
title_short Turking in the time of COVID
title_sort turking in the time of covid
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8103881/
https://www.ncbi.nlm.nih.gov/pubmed/33963495
http://dx.doi.org/10.3758/s13428-021-01588-4
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