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Conducting Online Behavioral Research Using Crowdsourcing Services in Japan

Recent research on human behavior has often collected empirical data from the online labor market, through a process known as crowdsourcing. As well as the United States and the major European countries, there are several crowdsourcing services in Japan. For research purpose, Amazon's Mechanica...

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Autores principales: Majima, Yoshimasa, Nishiyama, Kaoru, Nishihara, Aki, Hata, Ryosuke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5361660/
https://www.ncbi.nlm.nih.gov/pubmed/28382006
http://dx.doi.org/10.3389/fpsyg.2017.00378
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author Majima, Yoshimasa
Nishiyama, Kaoru
Nishihara, Aki
Hata, Ryosuke
author_facet Majima, Yoshimasa
Nishiyama, Kaoru
Nishihara, Aki
Hata, Ryosuke
author_sort Majima, Yoshimasa
collection PubMed
description Recent research on human behavior has often collected empirical data from the online labor market, through a process known as crowdsourcing. As well as the United States and the major European countries, there are several crowdsourcing services in Japan. For research purpose, Amazon's Mechanical Turk (MTurk) is the widely used platform among those services. Previous validation studies have shown many commonalities between MTurk workers and participants from traditional samples based on not only personality but also performance on reasoning tasks. The present study aims to extend these findings to non-MTurk (i.e., Japanese) crowdsourcing samples in which workers have different ethnic backgrounds from those of MTurk. We conducted three surveys (N = 426, 453, 167, respectively) designed to compare Japanese crowdsourcing workers and university students in terms of their demographics, personality traits, reasoning skills, and attention to instructions. The results generally align with previous studies and suggest that non-MTurk participants are also eligible for behavioral research. Furthermore, small screen devices are found to impair participants' attention to instructions. Several recommendations concerning this sample are presented.
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spelling pubmed-53616602017-04-05 Conducting Online Behavioral Research Using Crowdsourcing Services in Japan Majima, Yoshimasa Nishiyama, Kaoru Nishihara, Aki Hata, Ryosuke Front Psychol Psychology Recent research on human behavior has often collected empirical data from the online labor market, through a process known as crowdsourcing. As well as the United States and the major European countries, there are several crowdsourcing services in Japan. For research purpose, Amazon's Mechanical Turk (MTurk) is the widely used platform among those services. Previous validation studies have shown many commonalities between MTurk workers and participants from traditional samples based on not only personality but also performance on reasoning tasks. The present study aims to extend these findings to non-MTurk (i.e., Japanese) crowdsourcing samples in which workers have different ethnic backgrounds from those of MTurk. We conducted three surveys (N = 426, 453, 167, respectively) designed to compare Japanese crowdsourcing workers and university students in terms of their demographics, personality traits, reasoning skills, and attention to instructions. The results generally align with previous studies and suggest that non-MTurk participants are also eligible for behavioral research. Furthermore, small screen devices are found to impair participants' attention to instructions. Several recommendations concerning this sample are presented. Frontiers Media S.A. 2017-03-14 /pmc/articles/PMC5361660/ /pubmed/28382006 http://dx.doi.org/10.3389/fpsyg.2017.00378 Text en Copyright © 2017 Majima, Nishiyama, Nishihara and Hata. 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) or licensor 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
Majima, Yoshimasa
Nishiyama, Kaoru
Nishihara, Aki
Hata, Ryosuke
Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title_full Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title_fullStr Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title_full_unstemmed Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title_short Conducting Online Behavioral Research Using Crowdsourcing Services in Japan
title_sort conducting online behavioral research using crowdsourcing services in japan
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5361660/
https://www.ncbi.nlm.nih.gov/pubmed/28382006
http://dx.doi.org/10.3389/fpsyg.2017.00378
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