(In Press):
Equipping the Offline Population with Internet Access in an Online Panel. Does It Make a Difference?.
Journal of Survey Statistics and Methodology, (publ. online before print).
mehr
Dr. Ruben L. Bach
Research Fellow (Data and Methods Unit)
Projektleiter
ruben.bach [at] mzes.uni-mannheim.de
Telefon:
+49-621-181-2840
Telefax:
+49-621-181-2866
Telefon:
+49-621-181-2804Postanschrift
Universität Mannheim
68131
Mannheim
Deutschland
Besuchsadresse
Universität Mannheim
A5, 6 Bauteil A
Raum:245
68159
Mannheim
Projekte
A2 Dimensionen gesellschaftlicher Integration: soziale Schichtung und soziale Ungleichheiten
B1 Konditionen demokratischen Regierens: Verhalten und Orientierungen von Bürgern
Veröffentlichungen
Beiträge in Zeitschriften
Keusch, Florian, Ruben L. Bach und Alexandru Cernat
(2023):
Reactivity in measuring sensitive online behavior.
Internet Research, 33, Heft 3, S. 1031-1052.
mehr
Müller, Philipp, und Ruben L. Bach
(2023):
Populist alternative news use and its role for elections: Web-tracking and survey evidence from two campaign periods.
New Media & Society, 25, Heft 10, S. 2663–2683.
mehr
Bach, Ruben L., Christoph Kern, Denis Bonnay und Luc Kalaora
(2022):
Understanding political news media consumption with digital trace data and natural language processing.
Journal of the Royal Statistical Society: Series A, Statistics in Society, 185, Heft S2, S. S246-S269.
mehr
Daikeler, Jessica, Ruben L. Bach, Stephanie Eckman und Henning Silber
(2022):
Motivated Misreporting in Smartphone Surveys.
Social Science Computer Review, 40, Heft 1, S. 95-107.
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Gerdon, Frederic, Ruben L. Bach, Christoph Kern und Frauke Kreuter
(2022):
Social impacts of algorithmic decision-making: A research agenda for the social sciences.
Big Data & Society, S. 1-13 (e-only).
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Kern, Christoph, Frederic Gerdon, Ruben L. Bach, Florian Keusch und Frauke Kreuter
(2022):
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.
Patterns, 3, Heft 10, (article no. 100591) e-only.
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Kuppler, Matthias, Christoph Kern, Ruben L. Bach und Frauke Kreuter
(2022):
From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making.
Frontiers in Sociology , 7, (article no. 883999), pp. 1-18.
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Silber, Henning, Frederic Gerdon, Ruben L. Bach, Christoph Kern, Florian Keusch und Frauke Kreuter
(2022):
A preregistered vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers.
Politics and the Life Sciences, 41, Heft 2, S. 161–181.
mehr
Amaya, Ashley, Ruben L. Bach, Florian Keusch und Frauke Kreuter
(2021):
New Data Sources in Social Science Research: Things to Know Before Working With Reddit Data.
Social Science Computer Review, 39, Heft 4, S. 943-960.
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Bach, Ruben L., Christoph Kern, Ashley Amaya, Florian Keusch, Frauke Kreuter, Jan Hecht und Jonathan Heinemann
(2021):
Predicting voting behavior using digital trace data.
Social Science Computer Review, 39, Heft 5, S. 862–883.
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter und Stefan Zins
(2021):
Individual Acceptance of Using Health Data for Private and Public Benefit: Changes During the COVID-19 Pandemic.
Harvard Data Science Review, Special issue "COVID-19: Unprecedented Challenges and Chances", Heft 1, S. 1-24 (e-only).
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Altmann, Samuel, Luke Milsom, Hannah Zillessen, Raffaele Blasone, Frederic Gerdon, Ruben L. Bach, Frauke Kreuter, Daniele Nosenzo, Séverine Toussaert und Johannes Abeler
(2020):
Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study.
JMIR MHealth and UHealth, 8, Heft 8, (article no. e19857).
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Bach, Ruben L., Stephanie Eckman und Jessica Daikeler
(2020):
Misreporting Among Reluctant Respondents.
Journal of Survey Statistics and Methodology, 8, Heft 3, S. 566–588.
mehr
Bach, Ruben L., und Stephanie Eckman
(2020):
Rotation Group Bias in Reporting of Household Purchases in the U.S. Consumer Expenditure Survey.
Economics Letters, 187, Heft February 2020, (article no. 108889).
mehr
Bach, Ruben L., und Alexander Wenz
(2020):
Studying health-related internet and mobile device use using web logs and smartphone records.
PLOS ONE, 15, Heft 6, (article no. e0234663).
mehr
Beiträge in Büchern
Amaya, Ashley, Ruben L. Bach, Frauke Kreuter und Florian Keusch
(2021):
Measuring the Strength of Attitudes in Social Media Data.
S. 163-192 in:
Craig Hil, Paul P. Biemer, Trent Buskirk, Lilli Japec, Antje Kirchner, Stas Kolenikov, Lars E. Lyberg
(Hrsg.)
Big Data Meets Survey Science: A Collection of Innovative Methods.
Hoboken, NJ:
Wiley.
mehr
Papers / Reports
Kern, Christoph, Ruben L. Bach, Hannah Mautner und Frauke Kreuter
(2021):
Fairness in Algorithmic Profiling: A German Case Study.
Ithaca, NY
[arXiv preprint]
mehr
Kuppler, Matthias, Christoph Kern, Ruben L. Bach und Frauke Kreuter
(2021):
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?.
Ithaca, NY
[arXiv preprint]
mehr
Konferenzpräsentationen
Gerdon, Frederic, Daria Szafran, Jakob Kappenberger, Ruben L. Bach und Christoph Kern
(2023):
Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities.
[ESRA 2023 Conference, Milan, 17. bis 21. Juli 2023]
mehr
Kern, Christoph, Frederic Gerdon, Ruben L. Bach, Florian Keusch und Frauke Kreuter
(2023):
Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes.
[The 2nd International Conference on Hybrid Human-Artificial Intelligence, Munich, 26. bis 30. Juni 2023]
mehr
Wenz, Alexander, Florian Keusch und Ruben L. Bach
(2023):
Assessing the quality of digital behavioral data for measuring smartphone use.
[4th MASS Workshop, Manchester, UK, 22. Juni 2023]
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Keusch, Florian, Paulina Pankowska, Ruben L. Bach und Alexandru Cernat
(2022):
Measuring Facebook use: The accuracy of self-reported data versus digital trace data.
[Joint Statistical Meetings 2022, Washington, DC, 06. bis 11. August 2023]
mehr
Silber, Henning, Frederic Gerdon, Ruben L. Bach, Christoph Kern, Florian Keusch und Frauke Kreuter
(2022):
In which situations are people likely to share their health data? A vignette experiment on willingness to donate three different types of health data.
[Frühjahrstagung der Sektion Methoden der empirischen Sozialforschung der Deutschen Gesellschaft für Soziologie (DGS), (virtual conference), 25. bis 26. März 2022]
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter und Stefan Zins
(2021):
Pandemic Effects on Privacy Attitudes: Changes in Acceptance of Using Health Data for Private and Public Benefit.
[3rd Annual Symposium on Applications of Contextual Integrity, (virtual conference), 30. September bis 01. Oktober 2021]
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter und Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health.
[AAPOR 76th Annual Conference, (virtual conference), 11. bis 14. Mai 2021]
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter und Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health?.
[Joint Statistical Meetings (JSM), (virtual conference), 08. bis 12. August 2021]
mehr
Silber, Henning, Frederic Gerdon, Ruben L. Bach, Christoph Kern, Florian Keusch und Frauke Kreuter
(2021):
A vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers.
[Science and Politics: Changing Attitudes and Emerging Methodologies, (virtual workshop), 05. bis 07. November 2021]
mehr
Gerdon, Frederic, Christoph Kilian Theil, Christoph Kern, Ruben L. Bach, Frauke Kreuter, Heiner Stuckenschmidt und Kai Eckert
(2020):
Exploring Impacts of Artificial Intelligence on Urban Societies with Social Simulations.
[40. Kongress der Deutschen Gesellschaft für Soziologie, (virtual conference), 14. bis 24. September 2020]
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Keusch, Florian, Ruben L. Bach und Alexandru Cernat
(2020):
Social desirability in digital trace data collection.
[BigSurv20, (virtual conference), 06. November bis 04. Dezember 2020]
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Keusch, Florian, Georg-Christoph Haas, Ruben L. Bach und Frauke Kreuter
(2019):
Social desirability in passive mobile data collection.
[8th Conference of the European Survey Research Association, Zagreb, 15. bis 19. Juli 2019]
mehr