The Gender Gap in Preferences: Evidence from 45,397 Facebook Interests

The Gender Gap in Mathematics Achievement: Evidence from Italian Data

Gender differences in the STEM (Science Technology Engineering and Mathematics) disciplines are widespread in most OECD countries and mathematics is the only subject where typically girls tend to underperform with respect to boys. This paper describes the gender gap in math test scores in Italy, which is one of the countries displaying the largest differential between boys and girls according t...

Bridging the Gender Gap in Entrepreneurship: Evidence from Europe

There is no gender difference between success in establishing a business once both males and females have the same preference to self-employment and attempts towards establishing a new business. However, the gender gap tends to be huge when it comes to individual preferences and attempts to start up an entrepreneurial activity. In this study, we empirically estimate the role of inequality in in...

Studying Migrant Assimilation Through Facebook Interests

Migrants’ assimilation is a major challenge for European societies, in part because of the sudden surge of refugees in recent years and in part because of long-term demographic trends. In this paper, we use Facebook’s data for advertisers to study the levels of assimilation of Arabic-speaking migrants in Germany, as seen through the interests they express online. Our results indicate a gradient...

Understanding the Interaction between Interests, Conversations and Friendships in Facebook

In this paper, we explore salient questions about user interests, conversations and friendships in the Facebook social network, using a novel latent space model that integrates several data types. A key challenge of studying Facebook’s data is the wide range of data modalities such as text, network links, and categorical labels. Our latent space model seamlessly combines all three data modaliti...

Empirical evidence of the gender pay gap in New Zealand