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Do recruiters 'like' it? Online social networks and privacy in hiring: a pseudo-randomized experiment

机译:招聘人员喜欢'吗?在线社交网络和招聘隐私:伪随机实验

摘要

With the advance of online social networks, the screening of applicants during hiring can extend beyond the usual application material. Although browsing the online profile of an applicant raises ethical issues, this practice potentially improves the job matching, at virtually no cost to the employer. In this paper, we investigate the use of online social networks as a reliable source of information for recruiters on applicants in the French job market.We set up a field experiment using real accountant job offers in the greater Paris area. We adjust the content of Facebook accounts to manipulate the perceived origins of applicants (hometown and language spoken) and analyze the impact on the number of callbacks received from employers. The signal we manipulate to distinguish applicants is available only within the online profile, not the application material. During a 12 month period from March2012 to March 2013, we submitted more than 800 applications. The test applicant received a third fewer callbacks compared to the control applicant, a significant difference. Our results suggest that online profiles are used indeed to screen applicants, and that this occurs early in the hiring process.During the course of the experiment, a change to the standard Facebook layout sent a part of our signal, namely the language spoken by the applicants, into a sub-tab not directly visible from the front page. This exogenous change (clicking on a tab is now required to access the information) allowed us to measure the recruiter's depth of search. In subsequent months, the gap between the two applicant types shrank and virtually disappeared. This suggests that screening is superficial, illustrating the existence of employer search costs for browsing an entireprofile.
机译:随着在线社交网络的发展,招聘过程中对申请人的筛选可能会超出常规申请材料的范围。尽管浏览申请人的在线个人资料会引起道德问题,但是这种做法可能会改善工作匹配度,而实际上对雇主没有任何成本。在本文中,我们调查了使用在线社交网络作为招聘人员在法国就业市场上应聘者的可靠信息来源的情况。我们在大巴黎地区使用真实会计师的工作机会进行了实地实验。我们调整Facebook帐户的内容,以操纵应聘者的感知来历(家乡和所讲的语言),并分析对从雇主处收到的回叫数量的影响。我们用来区分申请人的信号仅在在线配置文件中可用,而在申请材料中不可用。从2012年3月到2013年3月的12个月中,我们提交了800多份申请。与对照组相比,测试申请人收到的回拨少了三分之一,差异很大。我们的结果表明,在线个人资料确实用于筛选求职者,并且这种情况发生在招聘过程的早期。在实验过程中,对标准Facebook布局的更改发出了我们信号的一部分,即Facebook所使用的语言申请人,进入一个子标签,而该子标签无法从首页直接看到。这种外部变化(现在需要单击选项卡才能访问信息)使我们能够衡量招聘人员的搜索深度。在随后的几个月中,两种申请人类型之间的差距缩小了,并且几乎消失了。这表明筛选是肤浅的,说明存在浏览整个个人资料的雇主搜索成本的情况。

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