Academic Journal
News or social media? Socioeconomic divide of mobile service consumption
| العنوان: | News or social media? Socioeconomic divide of mobile service consumption |
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| المؤلفون: | Úcar Marques, Iñaki, Gramaglia, Marco, Fiore, Marco, Smoreda, Zbigniew, Moro, Esteban |
| المساهمون: | Ministerio de Economía, Industria y Competitividad (España), Comunidad de Madrid |
| بيانات النشر: | The Royal Society |
| سنة النشر: | 2021 |
| المجموعة: | Universidad Carlos III de Madrid: e-Archivo |
| مصطلحات موضوعية: | Digital usage gap, Inequality, Mobile phone data, Development, Privacy-preserving, Telecomunicaciones |
| الوصف: | Reliable and timely information on socio-economic status and divides is critical to social and economic research and policing. Novel data sources from mobile communication platforms have enabled new cost-effective approaches and models to investigate social disparity, but their lack of interpretability, accuracy or scale has limited their relevance to date. We investigate the divide in digital mobile service usage with a large dataset of 3.7 billion time-stamped and geo-referenced mobile traffic records in a major European country, and find profound geographical unevenness in mobile service usage -especially on news, e-mail, social media consumption and audio/video streaming. We relate such diversity with income, educational attainment and inequality, and reveal how low-income or low-education areas are more likely to engage in video streaming or social media and less in news consumption, information searching, e-mail or audio streaming. The digital usage gap is so large that we can accurately infer the socio-economic status of a small area or even its Gini coefficient only from aggregated data traffic. Our results make the case for an inexpensive, privacy-preserving, real-time and scalable way to understand the digital usage divide and, in turn, poverty, unemployment or economic growth in our societies through mobile phone data. ; This work has been supported by the research project CANCAN (Content and Context based Adaptation in Mobile Networks), grant no. ANR-18-CE25-0011, funded by the French National Research Agency (ANR). The work of M.F. was partially supported by the Atracción de Talento Investigador grant no. 2019-T1/TIC-16037 NetSense, funded by Comunidad de Madrid. E.M. and I.U. acknowledge partial support by Ministerio de Economía, Industria y Competitividad, Gobierno de España, grant nos. FIS2016-78904-C3-3-P and PID2019-106811GB-C32. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1742-5689 |
| Relation: | Gobierno de España. FIS2016-78904-C3-3-P; Gobierno de España. PID2019-106811GB-C32; Comunidad de Madrid. 2019-T1/TIC-16037/NetSense; Journal of The Royal Society Interface, 18(185), Dec. 2021, 11p.; 1742-5662 (online); http://hdl.handle.net/10016/34158; https://doi.org/10.1098/rsif.2021.0350; 185; 11; Journal of the Royal Society Interface; 18; AR/0000028620 |
| DOI: | 10.1098/rsif.2021.0350 |
| الاتاحة: | http://hdl.handle.net/10016/34158 https://doi.org/10.1098/rsif.2021.0350 |
| Rights: | © 2021 The Authors. ; Published by the Royal Society under the terms of the Creative Commons Attribution License , which permits unrestricted use, provided the original author and source are credited. ; Atribución 3.0 España ; http://creativecommons.org/licenses/by/3.0/es/ ; open access |
| رقم الانضمام: | edsbas.E3BB1083 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 17425689 |
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| DOI: | 10.1098/rsif.2021.0350 |