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Ok Google: Using virtual assistants for data collection in psychological and behavioral research
Because of the increasing popularity of voice-controlled virtual assistants, such as Amazon’s Alexa and Google Assistant, they should be considered a new medium for psychological and behavioral research. We developed Survey Mate, an extension of Google Assistant, and conducted two studies to analyze...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432958/ https://www.ncbi.nlm.nih.gov/pubmed/34508287 http://dx.doi.org/10.3758/s13428-021-01629-y |
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author | Sprengholz, Philipp Betsch, Cornelia |
author_facet | Sprengholz, Philipp Betsch, Cornelia |
author_sort | Sprengholz, Philipp |
collection | PubMed |
description | Because of the increasing popularity of voice-controlled virtual assistants, such as Amazon’s Alexa and Google Assistant, they should be considered a new medium for psychological and behavioral research. We developed Survey Mate, an extension of Google Assistant, and conducted two studies to analyze the reliability and validity of data collected through this medium. In the first study, we assessed validated procrastination and shyness scales as well as social desirability indicators for both the virtual assistant and an online questionnaire. The results revealed comparable internal consistency and construct and criterion validity. In the second study, five social psychological experiments, which have been successfully replicated by the Many Labs projects, were successfully reproduced using a virtual assistant for data collection. Comparable effects were observed for users of both smartphones and smart speakers. Our findings point to the applicability of virtual assistants in data collection independent of the device used. While we identify some limitations, including data privacy concerns and a tendency toward more socially desirable responses, we found that virtual assistants could allow the recruitment of participants who are hard to reach with established data collection techniques, such as people with visual impairment, dyslexia, or lower education. This new medium could also be suitable for recruiting samples from non-Western countries because of its wide availability and easily adaptable language settings. It could also support an increase in the generalizability of theories in the future. |
format | Online Article Text |
id | pubmed-8432958 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-84329582021-09-13 Ok Google: Using virtual assistants for data collection in psychological and behavioral research Sprengholz, Philipp Betsch, Cornelia Behav Res Methods Article Because of the increasing popularity of voice-controlled virtual assistants, such as Amazon’s Alexa and Google Assistant, they should be considered a new medium for psychological and behavioral research. We developed Survey Mate, an extension of Google Assistant, and conducted two studies to analyze the reliability and validity of data collected through this medium. In the first study, we assessed validated procrastination and shyness scales as well as social desirability indicators for both the virtual assistant and an online questionnaire. The results revealed comparable internal consistency and construct and criterion validity. In the second study, five social psychological experiments, which have been successfully replicated by the Many Labs projects, were successfully reproduced using a virtual assistant for data collection. Comparable effects were observed for users of both smartphones and smart speakers. Our findings point to the applicability of virtual assistants in data collection independent of the device used. While we identify some limitations, including data privacy concerns and a tendency toward more socially desirable responses, we found that virtual assistants could allow the recruitment of participants who are hard to reach with established data collection techniques, such as people with visual impairment, dyslexia, or lower education. This new medium could also be suitable for recruiting samples from non-Western countries because of its wide availability and easily adaptable language settings. It could also support an increase in the generalizability of theories in the future. Springer US 2021-09-10 2022 /pmc/articles/PMC8432958/ /pubmed/34508287 http://dx.doi.org/10.3758/s13428-021-01629-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sprengholz, Philipp Betsch, Cornelia Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title | Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title_full | Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title_fullStr | Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title_full_unstemmed | Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title_short | Ok Google: Using virtual assistants for data collection in psychological and behavioral research |
title_sort | ok google: using virtual assistants for data collection in psychological and behavioral research |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8432958/ https://www.ncbi.nlm.nih.gov/pubmed/34508287 http://dx.doi.org/10.3758/s13428-021-01629-y |
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