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International Gender Differences and Gaps in Online Social Networks

机译:在线社交网络中的国际性别差异和差距

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Article 1 of the United Nations Charter claims "human rights" and "fundamental freedoms" "without distinction as to [...] sex". Yet in 1995 the Human Development Report came to the sobering conclusion that "in no society do women enjoy the same opportunities as men"1. Today, gender disparities remain a global issue and addressing them is a top priority for organizations such as the United Nations Population Fund. To track progress in this matter and to observe the effect of new policies, the World Economic Forum annually publishes its Global Gender Gap Report. This report is based on a number of offline variables such as the ratio of female-to-male earned income or the percentage of women in executive office over the last 50 years. In this paper, we use large amounts of network data from Google+ to study gender differences in 73 countries and to link online indicators of inequality to established offline indicators. We observe consistent global gender differences such as women having a higher fraction of reciprocated social links. Concerning the link to offline variables, we find that online inequality is strongly correlated to offline inequality, but that the directionality can be counter-intuitive. In particular, we observe women to have a higher online status, as defined by a variety of measures, compared to men in countries such as Pakistan or Egypt, which have one of the highest measured gender inequalities. Also surprisingly we find that countries with a larger fraction of within-gender social links, rather than across-gender, are countries with less gender inequality offline, going against an expectation of online gender segregation. On the other hand, looking at "differential assortativity", we find that in countries with more offline gender inequality women have a stronger tendency for withing-gender linkage than men. We believe our findings contribute to ongoing research on using online data for development and prove the feasibility of developing an automated system to keep track of changing gender inequality around the globe. Having access to the social network information also opens up possibilities of studying the connection between online gender segregration and quantified offline gender inequality.
机译:daccess-ods.un.org daccess-ods.un.org《联合国宪章》第一条要求“人权”和“基本自由”“不分性别”。daccess-ods.un.org daccess-ods.un.org然而,1995年的《人类发展报告》得出了一个清醒的结论,即“在任何社会中,妇女都没有与男子享有相同的机会” 1。今天,性别差异仍然是一个全球性问题,解决这些问题已成为联合国人口基金等组织的当务之急。为了跟踪此事的进展并观察新政策的效果,世界经济论坛每年发布其《全球性别差距报告》。该报告基于许多离线变量,例如过去50年中女性与男性的收入比或女性在执行办公室的比例。在本文中,我们使用来自Google+的大量网络数据来研究73个国家/地区的性别差异,并将不平等的在线指标与已建立的离线指标联系起来。我们观察到一致的全球性别差异,例如女性在社会交往中所占比例较高。关于离线变量的链接,我们发现在线不平等与离线不平等密切相关,但是方向性可能是违反直觉的。尤其是,我们观察到,根据各种衡量标准,女性在网络上的身份要高于男性或女性,在巴基斯坦或埃及等国,男性是性别不平等程度最高的国家之一。同样令人惊讶的是,我们发现,性别内社会联系比例较高(而非跨性别)的国家是离线性别不平等较少的国家,这与在线性别隔离的预期背道而驰。另一方面,从“差异性分类”来看,我们发现在离线性别不平等现象较多的国家中,女性比男性具有更强的性别变性倾向。我们相信我们的发现有助于正在进行的有关使用在线数据进行开发的研究,并证明了开发自动系统以跟踪全球性别不平等变化的可行性。能够访问社交网络信息也为研究在线性别隔离和量化的离线性别不平等之间的联系提供了可能性。

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