Regional Differences in Information Privacy Concerns After the Facebook-Cambridge Analytica Data Scandal

TL;DR

This study analyzes regional differences in information privacy concerns following the Facebook-Cambridge Analytica scandal by examining tweets in Spanish and English, revealing cultural variations and emphasizing the need for diverse data sources.

Contribution

It introduces a large-scale, multilingual analysis of privacy concerns post-scandal, highlighting regional and linguistic differences in privacy perceptions.

Findings

Greater emphasis on data collection in English tweets

North American tweets focus more on awareness of privacy issues

Regulations are a significant aspect across regions

Abstract

While there is increasing global attention to data privacy, most of their current theoretical understanding is based on research conducted in a few countries. Prior work argues that people's cultural backgrounds might shape their privacy concerns; thus, we could expect people from different world regions to conceptualize them in diverse ways. We collected and analyzed a large-scale dataset of tweets about the #CambridgeAnalytica scandal in Spanish and English to start exploring this hypothesis. We employed word embeddings and qualitative analysis to identify which information privacy concerns are present and characterize language and regional differences in emphasis on these concerns. Our results suggest that related concepts, such as regulations, can be added to current information privacy frameworks. We also observe a greater emphasis on data collection in English than in Spanish. Additionally, data from North America exhibits a narrower focus on awareness compared to other regions under study. Our results call for more diverse sources of data and nuanced analysis of data privacy concerns around the globe.