Identification, Impacts, and Opportunities of Three Common Measurement Considerations when using Digital Trace Data
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Nina Cesare & Hedwig Lee & Tyler McCormick & Emma Spiro & Emilio Zagheni, 2018. "Promises and Pitfalls of Using Digital Traces for Demographic Research," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1979-1999, October.
- Byron Reeves & Thomas Robinson & Nilam Ram, 2020. "Time for the Human Screenome Project," Nature, Nature, vol. 577(7790), pages 314-317, January.
- Gregory Eady & Jonathan Nagler & Andy Guess & Jan Zilinsky & Joshua A. Tucker, 2019. "How Many People Live in Political Bubbles on Social Media? Evidence From Linked Survey and Twitter Data," SAGE Open, , vol. 9(1), pages 21582440198, February.
- Andrew M. Guess & Brendan Nyhan & Jason Reifler, 2020. "Exposure to untrustworthy websites in the 2016 US election," Nature Human Behaviour, Nature, vol. 4(5), pages 472-480, May.
- Bartels, Larry M., 1993. "Messages Received: The Political Impact of Media Exposure," American Political Science Review, Cambridge University Press, vol. 87(2), pages 267-285, June.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Mohsen Mosleh & David G. Rand, 2022. "Measuring exposure to misinformation from political elites on Twitter," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
- Ryan C. Moore & Ross Dahlke & Jeffrey T. Hancock, 2023. "Exposure to untrustworthy websites in the 2020 US election," Nature Human Behaviour, Nature, vol. 7(7), pages 1096-1105, July.
- Mochon, Daniel & Schwartz, Janet, 2024. "The confrontation effect: When users engage more with ideology-inconsistent content online," Organizational Behavior and Human Decision Processes, Elsevier, vol. 185(C).
- Guohui Song & Yongbin Wang, 2021. "Mainstream Value Information Push Strategy on Chinese Aggregation News Platform: Evolution, Modelling and Analysis," Sustainability, MDPI, vol. 13(19), pages 1-17, October.
- Kübler, Raoul V. & Manke, Kai & Pauwels, Koen, 2025. "I like, I share, I vote: Mapping the dynamic system of political marketing," Journal of Business Research, Elsevier, vol. 186(C).
- Raphael Boleslavsky & Christopher Cotton, 2015.
"Information and Extremism in Elections,"
American Economic Journal: Microeconomics, American Economic Association, vol. 7(1), pages 165-207, February.
- Raphael Boleslavsky & Christopher Cotton, 2012. "Information and Extremism in Elections," Working Papers 2013-04, University of Miami, Department of Economics.
- Nyabuti Damaris Kemunto & Prof. Hezron Mogambi & Dr. Anita Kiamba, 2023. "Foreign Policy Disinformation: Fueling Polarization and Deterioration of the Public Sphere in Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(8), pages 425-442, August.
- André Grow & Daniela Perrotta & Emanuele Del Fava & Jorge Cimentada & Francesco Rampazzo & B. Sofia Gil-Clavel & Emilio Zagheni & René D. Flores & Ilana Ventura & Ingmar G. Weber, 2021. "How reliable is Facebook’s advertising data for use in social science research? Insights from a cross-national online survey," MPIDR Working Papers WP-2021-006, Max Planck Institute for Demographic Research, Rostock, Germany.
- Alex Luscombe & Kevin Dick & Kevin Walby, 2022. "Algorithmic thinking in the public interest: navigating technical, legal, and ethical hurdles to web scraping in the social sciences," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 1023-1044, June.
- Jurić, Tado, 2022. "Forecasting Migration and Integration Trends Using Digital Demography – A Case Study of Emigration Flows from Croatia to Austria and Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 70(1), pages 125-152.
- Campante, Filipe R. & Hojman, Daniel A., 2013.
"Media and polarization,"
Journal of Public Economics, Elsevier, vol. 100(C), pages 79-92.
- Campante, Filipe Robin & Hojman, Daniel Andres, 2010. "Media and Polarization," Scholarly Articles 4454154, Harvard Kennedy School of Government.
- Campante, Filipe R. & Hojman, Daniel, 2010. "Media and Polarization," Working Paper Series rwp10-002, Harvard University, John F. Kennedy School of Government.
- Bacolod, Marigee & Blum, Bernardo S. & Rangel, Marcos A. & Strange, William C., 2023. "Learners in cities: Agglomeration and the spatial division of cognition," Regional Science and Urban Economics, Elsevier, vol. 98(C).
- Lisa Oswald, 2024. "More than news! Mapping the deliberative potential of a political online ecosystem with digital trace data," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
- Andrea Colasurdo & Riccardo Omenti, 2024. "Using online genealogical data for demographic research: An empirical examination of the FamiLinx database," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 51(41), pages 1299-1350.
- Jianshan Sun & Jian Song & Yuanchun Jiang & Yezheng Liu & Jun Li, 2022. "Prick the filter bubble: A novel cross domain recommendation model with adaptive diversity regularization," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(1), pages 101-121, March.
- Saumya Bhadani & Shun Yamaya & Alessandro Flammini & Filippo Menczer & Giovanni Luca Ciampaglia & Brendan Nyhan, 2022. "Political audience diversity and news reliability in algorithmic ranking," Nature Human Behaviour, Nature, vol. 6(4), pages 495-505, April.
- Pierluigi Conzo & Andrea Gallice & Juan S. Morales & Margaret Samahita & Laura K. Taylor, 2021.
"Can Hearts Change Minds? Social media Endorsements and Policy Preferences,"
Carlo Alberto Notebooks
641, Collegio Carlo Alberto.
- Pierluigi Conzo & Laura K. Taylor & Juan S. Morales & Margaret Samahita & Andrea Gallice, 2021. "Can ?s Change Minds? Social Media Endorsements and Policy Preferences," Working Papers 202104, School of Economics, University College Dublin.
- Beatriz Jordá & Azahara Cañedo & Márton Bene & Manuel Goyanes, 2021. "Out-of-Place Content: How Repetitive, Offensive, and Opinion-Challenging Social Media Posts Shape Users’ Unfriending Strategies in Spain," Social Sciences, MDPI, vol. 10(12), pages 1-15, November.
- Simon Porcher & Thomas Renault, 2021.
"Social distancing beliefs and human mobility: Evidence from Twitter,"
PLOS ONE, Public Library of Science, vol. 16(3), pages 1-12, March.
- Simon Porcher & Thomas Renault, 2021. "Social distancing beliefs and human mobility: Evidence from Twitter," Post-Print hal-03205158, HAL.
- Simon Porcher & Thomas Renault, 2021. "Social distancing beliefs and human mobility: Evidence from Twitter," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03205158, HAL.
- Nick Obradovich & Ömer Özak & Ignacio Martín & Ignacio Ortuño-Ortín & Edmond Awad & Manuel Cebrián & Rubén Cuevas & Klaus Desmet & Iyad Rahwan & Ángel Cuevas, 2020.
"Expanding the Measurement of Culture with a Sample of Two Billion Humans,"
NBER Working Papers
27827, National Bureau of Economic Research, Inc.
- Obradovich, Nick & Özak, Ömer & Martín, Ignacio & Ortuño-Ortín, Ignacio & Awad, Edmond & Cebrián, Manuel & Cuevas, Rubén & Desmet, Klaus & Rahwan, Iyad & Cuevas, Ángel, 2022. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," GLO Discussion Paper Series 1070, Global Labor Organization (GLO).
- Obradovich, Nick & Özak, Ömer & Martín, Ignacio & Ortuño-Ortín, Ignacio & Awad, Edmond & Cebrián, Manuel & Cuevas, Rubén & Desmet, Klaus & Rahwan, Iyad & Cuevas, Ángel, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," GLO Discussion Paper Series 696, Global Labor Organization (GLO).
- Desmet, Klaus & Obradovich, Nick & MartÃn, Ignacio & Ortuño-Ortin, Ignacio & Awad, Edmond & CebrÃan, Manuel & Cuevas Rumin, Ruben & Rahwan, Iyad & Cuevas Rumin, Angel, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," CEPR Discussion Papers 15315, C.E.P.R. Discussion Papers.
- Nick Obradovich & Ömer Özak & Ignacio Martín & Ignacio Ortuño-Ortín & Edmond Awad & Manuel Cebrián & Rubén Cuevas & Klaus Desmet & Iyad Rahwan & Ángel Cuevas, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," Departmental Working Papers 2009, Southern Methodist University, Department of Economics.
- Obradovich, Nick & Özak, Ömer & Martín, Ignacio & Awad, Edmond & Cebrián, Manuel & Cuevas, Rubén & Desmet, Klaus & Rahwan, Iyad & Cuevas, Ángel, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," IZA Discussion Papers 13735, Institute of Labor Economics (IZA).
- Obradovich, Nick & Özak, Ömer & Martín, Ignacio & Ortuño-Ortín, Ignacio & Awad, Edmond & Cebrián, Manuel & Cuevas, Rubén & Desmet, Klaus & Rahwan, Iyad & Cuevas, Ángel, 2020. "Expanding the measurement of culture with a sample of two billion humans," SocArXiv qkf42, Center for Open Science.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-PAY-2023-11-13 (Payment Systems and Financial Technology)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2310.00197. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.