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标题：Traditional versus Facebook-based surveys: Evaluation of biases in self-reported demographic and psychometric information
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作者：Kyriaki Kalimeri ; Mariano G. Beiró ; Andrea Bonanomi 等
期刊名称：Demographic Research
印刷版ISSN：1435-9871
电子版ISSN：1435-9871
出版年度：2020
卷号：42
页码：133-148
DOI：10.4054/DemRes.2020.42.5
出版社：Max Planck Institute for Demographic Research
摘要：Background: Social media in scientiﬁc research offers a unique digital observatory of human behaviours and hence great opportunities to conduct research at large scale, answering complex sociodemographic questions. We focus on the identiﬁcation and assessment of biases in social-media-administered surveys. Objective: This study aims to shed light on population, self-selection, and behavioural biases, empirically comparing the consistency between self-reported information collected traditionally versus social-media-administered questionnaires, including demographic and psychometric attributes. Methods: We engaged a demographically representative cohort of young adults in Italy (approximately 4,000 participants) in taking a traditionally administered online survey and then, after one year, we invited them to use our ad hoc Facebook application (988 accepted) where they ﬁlled in part of the initial survey. We assess the statistically signiﬁcant differences indicating population, self-selection, and behavioural biases due to the different context in which the questionnaire is administered. Results: Our ﬁndings suggest that surveys administered on Facebook do not exhibit major biases with respect to traditionally administered surveys in terms of neither demographics nor personality traits. Loyalty, authority, and social binding values were higher in the Facebook platform, probably due to the platform’s intrinsic social character. Conclusions: We conclude that Facebook apps are valid research tools for administering demographic and psychometric surveys, provided that the entailed biases are taken into consideration. Contribution: We contribute to the characterisation of Facebook apps as a valid scientiﬁc tool to administer demographic and psychometric surveys, and to the assessment of population, self-selection, and behavioural biases in the collected data.
关键词：bias;demography;Facebook;moral foundations;personality;psychometrics;recruitment bias;self-reporting bias;self-selection bias;social media;survey