Jacopo Bregolin

Logo credit: StudioTchiz

jacopo.bregolin@liverpool.ac.uk

Chatham Street, Liverpool, L69 7ZH, United Kingdom

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Research

Communication Quality and the Cost of Language: Evidence from Stack Overflow

Accepted at Management Science

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The transmission of information is crucial for productivity and growth. However, language differences may limit its effectiveness. This is particularly relevant for knowledge platforms that aim to be global, given the cultural diversity of the pool of users. In this paper, I empirically investigate how the exogenous cost of language affects communication quality and the trade-offs faced by knowledge platforms in implementing their website in multiple languages. I exploit the staggered introduction of websites for languages other than English on a question-and-answer platform to demonstrate two main facts. First, non-native English speakers who contribute in English increase their answers' quality once able to use their native language, and their answers are more likely to solve the questioner's problem. The native-language answers drive the effect, which is larger when the question quality is higher and the incentives are stronger. Second, users who participate in their native language but not in English contribute lower-quality answers compared to those who contribute in English. This suggests that lower language barriers allow users with less expertise in the subject to participate. These results show that the platform should adopt multiple languages to maximise the quality of the information collected, although doing so may also result in an inflow of low-quality content from new users.


Authority and Delegation in Online Communities

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Many online platforms rely on user-generated content and need to incentivize free effort. In this paper, I investigate if users provide more and better quality contributions when endowed with more autonomy over actions. Using a dynamic discrete choice model, I show that control rights have positive marginal value that is heterogeneous across different types of users, where types are ex-ante identifiable by the platform. I simulate counterfactuals with different delegation designs. Results show that the platform would lose an important share of production and quality of content in absence of delegation, specifically due to the responses of certain groups of users.


Information Transmission and Organizational Form: Evidence from the Enron Corporation

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Organizational design is often meant to reduce inefficiencies in information transmissions within the organization. Building on the theoretical predictions of Crémer, Garicano, and Prat (2007), I exploit data from the Enron scandal to study how employees' language and communication depend on the hierarchy structure. I match a large database of emails from employees of the Enron corporation with data recovering the position in the company, obtaining a panel of 1557 employees. I find that workers in higher positions of the hierarchy use larger vocabularies and broader languages, but more specialized messages. Results support the hypothesis that higher-ranked employees adopt, in the communication network, a role of intermediation between specialized divisions, while lower-ranked employees may be the collectors of information.


Market power and conservative bias in professional advice with Astrid Hopfensitz (EMLyon) and Elena Panova (TSE)

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A sizable literature on reputational cheap-talk suggests that professional advisors may confirm the common priors regardless of their true opinion, so as to appear "smart" and thereby increase the future demand for advice. We run an experiment to investigate whether- and to which extent confirming the common priors helps increasing demand for advice and whether- and how the answer depends on adviser market power.