FERRES, LEONARDO ADRIÁN
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FERRES, LEONARDO ADRIÁN
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Ferres, Leonardo Adrian
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Email
lferres@udd.cl
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Scopus Author ID
14055701500

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Publication

Quantifying the ecological diversity and health of online news

2018 , Erick Elejalde , FERRES, LEONARDO ADRIÁN , Eelco Herder , Johan Bollen

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Publication

The social stratification of internal migration and daily mobility during the COVID-19 pandemic

2024 , Erick Elejalde , FERRES, LEONARDO ADRIÁN , NAVARRO, VÍCTOR , BRAVO CELEDÓN, MARÍA LORETO , Emilio Zagheni

This study leverages mobile data for 5.4 million users to unveil the complex dynamics of daily mobility and longer-term relocations in and from Santiago, Chile, during the COVID-19 pandemic, focusing on socioeconomic differentials. We estimated a relative increase in daily mobility, in 2020, for lower-income compared to higher-income regions. In contrast, longer-term relocation rose primarily among higher-income groups. These shifts indicate nuanced responses to the pandemic across socioeconomic classes. Compared to 2017, economic factors in 2020 had a stronger influence on the decision to relocate and the selection of destinations, suggesting transformations in mobility behaviors. Contrary to previously held beliefs, there was no evidence supporting a preference for rural over urban destinations, despite the surge in emigration from Santiago during the pandemic. This study enhances our understanding of how varying socioeconomic conditions interact with mobility decisions during crises and provides insights for policymakers aiming to enact fair and evidence-based measures in rapidly changing circumstances.

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The effect of Pokémon Go on the pulse of the city: a natural experiment

2017 , Eduardo Graells-garrido , FERRES, LEONARDO ADRIÁN , Diego Caro , BRAVO CELEDÓN, MARÍA LORETO

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Publication

Power structure in Chilean news media

2018 , Jorge Bahamonde , Johan Bollen , Erick Elejalde , FERRES, LEONARDO ADRIÁN , Barbara Poblete , Dante R. Chialvo

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Publication

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth

2021 , Luca Pappalardo , FERRES, LEONARDO ADRIÁN , Manuel Sacasa , Ciro Cattuto , BRAVO CELEDÓN, MARÍA LORETO

Inferring mobile phone users’ home location, i.e., assigning a location in space to a user based on data generated by the mobile phone network, is a central task in leveraging mobile phone data to study social and urban phenomena. Despite its widespread use, home detection relies on assumptions that are difficult to check without ground truth, i.e., where the individual who owns the device resides. In this paper, we present a dataset that comprises the mobile phone activity of sixty-five participants for whom the geographical coordinates of their residence location are known. The mobile phone activity refers to Call Detail Records (CDRs), eXtended Detail Records (XDRs), and Control Plane Records (CPRs), which vary in their temporal granularity and differ in the data generation mechanism. We provide an unprecedented evaluation of the accuracy of home detection algorithms and quantify the amount of data needed for each stream to carry out successful home detection for each stream. Our work is useful for researchers and practitioners to minimize data requests and maximize the accuracy of the home antenna location.

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Linking physical violence to women’s mobility in Chile

2023 , CONTRERAS GÓMEZ, HUGO ALEJANDRO , CANDIA VALLEJOS, CRISTIAN ESTEBAN , TRONCOSO OLCHEVSKAIA, RODRIGO VLADISLAV , FERRES, LEONARDO ADRIÁN , BRAVO CELEDÓN, MARÍA LORETO , Bruno Lepri , RODRÍGUEZ SICKERT, CARLOS ANDRÉS

Despite increased global attention on violence against women, understanding the factors that lead to women becoming victims remains a critical challenge. Notably, the impact of domestic violence on women’s mobility—a critical determinant of their social and economic independence—has remained largely unexplored. This study bridges this gap, employing police records to quantify physical and psychological domestic violence, while leveraging mobile phone data to proxy women’s mobility. Our analyses reveal a negative correlation between physical violence and female mobility, an association that withstands robustness checks, including controls for economic independence variables like education, employment, and occupational segregation, bootstrapping of the data set, and applying a generalized propensity score matching identification strategy. The study emphasizes the potential causal role of physical violence on decreased female mobility, asserting the value of interdisciplinary research in exploring such multifaceted social phenomena to open avenues for preventive measures. The implications of this research extend into the realm of public policy and intervention development, offering new strategies to combat and ultimately eradicate domestic violence against women, thereby contributing to wider efforts toward gender equity.

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Publication

Gender gaps in urban mobility

2020 , Laetitia Gauvin , Michele Tizzoni , Simone Piaggesi , Andrew Young , Natalia Adler , Stefaan Verhulst , FERRES, LEONARDO ADRIÁN , Ciro Cattuto

Mobile phone data have been extensively used to study urban mobility. However, studies based on gender-disaggregated large-scale data are still lacking, limiting our understanding of gendered aspects of urban mobility and our ability to design policies for gender equality. Here we study urban mobility from a gendered perspective, combining commercial and open datasets for the city of Santiago, Chile. We analyze call detail records for a large cohort of anonymized mobile phone users and reveal a gender gap in mobility: women visit fewer unique locations than men, and distribute their time less equally among such locations. Mapping this mobility gap over administrative divisions, we observe that a wider gap is associated with lower income and lack of public and private transportation options. Our results uncover a complex interplay between gendered mobility patterns, socio-economic factors and urban affordances, calling for further research and providing insights for policymakers and urban planners.

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Publication

Fast and Compact Planar Embeddings

2017 , FERRES, LEONARDO ADRIÁN , José Fuentes , Travis Gagie , Meng He , Gonzalo Navarro

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Publication

News and the city: understanding online press consumption patterns through mobile data

2020 , Salvatore Vilella , Daniela Paolotti , Giancarlo Ruffo , FERRES, LEONARDO ADRIÁN

The always increasing mobile connectivity affects every aspect of our daily lives, including how and when we keep ourselves informed and consult news media. By studying a DPI dataset, provided by one of the major Chilean telecommunication companies, we investigate how different cohorts of the population of Santiago De Chile consume news media content through their smartphones. We find that some socio-demographic attributes are highly associated to specific news media consumption patterns. In particular, education and age play a significant role in shaping the consumers behaviour even in the digital context, in agreement with a large body of literature on off-line media distribution channels.

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Publication

The Nature of Real and Perceived Bias in Chilean Media

2017 , Erick Elejalde , FERRES, LEONARDO ADRIÁN , Eelco Herder

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