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The phenomenon of brain drain, that is the emigration of highly skilled people, has many undesirable effects, particularly for developing countries. In this study, an agent-based model is developed to understand the dynamics of such…

Physics and Society · Physics 2021-03-30 Furkan Gürsoy , Bertan Badur

We examine these relationships using a panel dataset of more than 80,000 trip observations from 100 participants through a custom-built mobile application. A joint revealed preference (RP) and stated preference (SP) framework is used to…

Econometrics · Economics 2026-04-20 Tareq Alsaleh , Bilal Farooq , Zachary Patterson

Recent work has demonstrated that the unequal representation of cultures and socioeconomic groups in training data leads to biased Large Multi-modal (LMM) models. To improve LMM model performance on underrepresented data, we propose and…

Computers and Society · Computer Science 2024-10-15 Joan Nwatu , Oana Ignat , Rada Mihalcea

The city has proven to be the most successful form of human agglomeration and provides wide employment opportunities for its dwellers. As advances in robotics and artificial intelligence revive concerns about the impact of automation on…

Computers and Society · Computer Science 2018-02-08 Morgan R. Frank , Lijun Sun , Manuel Cebrian , Hyejin Youn , Iyad Rahwan

This paper goes into depth on the effect that US News Sentiment from national newspapers has on US interstate migration trends. Through harnessing data from the New York Times between 2010 and 2020, an average sentiment score was…

Machine Learning · Computer Science 2025-02-25 Benjamin Lane , Simeon Sayer

We study the long-term effects of the 2015 German minimum wage introduction and its subsequent increases on regional employment. Using data from two waves of the Structure of Earnings Survey allows us to estimate models that account for…

General Economics · Economics 2023-10-25 Marco Caliendo , Nico Pestel , Rebecca Olthaus

This work analyzes the tourist sector, the employment generated by the tourism industries, and its relationship with tourism receipts. The hypothesis is that there are tourist subsectors with a potentially higher level of income. The…

Applications · Statistics 2021-11-15 Pablo Dorta-González , Sara M. González-Betancor

Immigrant residential segregation can profoundly shape access to opportunities, immigrant integration, and inter-group relations. Yet we lack systematic evidence on how segregation varies across Europe, and what structural factors are…

General Economics · Economics 2025-12-22 Tobias Rüttenauer , Kasimir Dederichs , David Kretschmer

Opportunities, such as access to education or family background, shape income inequality by influencing the chances of economic success. Unequal opportunities create uncertainty about whether success is merit- or luck-based. We examine how…

General Economics · Economics 2025-03-03 Marcel Preuss , Germán Reyes , Jason Somerville , Joy Wu

The methodological issues and statistical complexities of analyzing university students with migrant backgrounds is explored, focusing on Italian data from the University of Milano-Bicocca. With the increasing size of migrant populations…

Applications · Statistics 2025-01-13 Lorenzo Giammei , Laura Terzera , Fulvia Mecatti

We discuss the distribution of commuting distances and its relation to income. Using data from Denmark, the UK, and the US, we show that the commuting distance is (i) broadly distributed with a slow decaying tail that can be fitted by a…

Physics and Society · Physics 2016-06-13 Giulia Carra , Ismir Mulalic , Mogens Fosgerau , Marc Barthelemy

In this work, we develop a mathematical model to describe the local movement of individuals by taking into account their return to home after a period of travel. We provide a suitable functional framework to handle this system and study the…

Analysis of PDEs · Mathematics 2022-01-19 Arnaud Ducrot , Pierre Magal

Immigrants bring unique cultural backgrounds to their host countries. Subsequent interplay of cultures can lead to either a melting pot, where immigrants adopt the dominant culture of the host country, or a mosaic, where distinct cultural…

Human-Computer Interaction · Computer Science 2025-11-25 Aparup Khatua , David Jurgens , Ingmar Weber

We propose a method of retrospective counterfactual imputation in panel data settings with later-treated and always-treated units, but no never-treated units. We use the observed outcomes to impute the counterfactual outcomes of the…

Methodology · Statistics 2021-06-03 Jason Poulos , Andrea Albanese , Andrea Mercatanti , Fan Li

Large language models (LLMs) are increasingly being deployed in high-stakes applications like hiring, yet their potential for unfair decision-making remains understudied in generative and retrieval settings. In this work, we examine the…

Computation and Language · Computer Science 2025-09-05 Preethi Seshadri , Hongyu Chen , Sameer Singh , Seraphina Goldfarb-Tarrant

When a firm hires a worker, adding the new hire to payroll is costly. These costs reduce the amount of resources that can go to recruiting workers and amplify how unemployment responds to changes in productivity. Workers also incur up-front…

Theoretical Economics · Economics 2025-07-28 Rich Ryan

Germany has become a major country of immigration, as well as a research powerhouse in Europe. As Germany spends a higher fraction of its GDP on research and development than most countries with advanced economies, there is an expectation…

Digital Libraries · Computer Science 2021-04-28 Xinyi Zhao , Samin Aref , Emilio Zagheni , Guy Stecklov

Relief based algorithms have often been claimed to uncover feature interactions. However, it is still unclear whether and how interaction terms will be differentiated from marginal effects. In this paper, we propose IMMIGRATE algorithm by…

Machine Learning · Statistics 2020-03-05 Ruzhang Zhao , Pengyu Hong , Jun S Liu

We document the evolution of labour market power by employers on the US and Peruvian labour markets during the 2010s. Making use of a structural estimation model of labour market dynamics, we estimate differences in market power that…

General Economics · Economics 2021-03-30 Jorge Davalos , Ekkehard Ernst

Using a rolling windows analysis of filtered and aligned stock index returns from 40 countries during the period 2006-2014, we construct Granger causality networks and investigate the ensuing structure of the relationships by studying…

Economics · Quantitative Finance 2015-11-05 Stefan Lyocsa , Tomas Vyrost , Eduard Baumohl
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