(In Press):
Measuring smartphone use: Survey versus digital behavioral data.
Social Science Computer Review, (publ. online before print).
more
Dr. Ruben L. Bach
Research Fellow (Data and Methods Unit)
Project Director
ruben.bach [at] mzes.uni-mannheim.de
Phone:
+49-621-181-2840
Fax:
+49-621-181-2866
Phone:
+49-621-181-2804Postal Address
University Mannheim
68131
Mannheim
Germany
Visiting Address
University of Mannheim
A5, 6 Building A
Room:245
68159
Mannheim
Projects
A2 Dimensions of Societal Integration: Social Stratification and Social Inequalities
B1 Conditions of Democratic Governance: Behaviour and Orientations of Citizens
Publications
Journal Articles
Bach, Ruben L., Carina Cornesse and Jessica Daikeler
(2024):
Equipping the Offline Population with Internet Access in an Online Panel. Does It Make a Difference?.
Journal of Survey Statistics and Methodology, 12, issue 1, pp. 80–93.
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Bach, Ruben L., Christoph Kern, Hannah Mautner and Frauke Kreuter
(2023):
The impact of modeling decisions in statistical profiling.
Data & Policy, 5, (article-no. e32), pp. 1-19.
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Keusch, Florian, Ruben L. Bach and Alexandru Cernat
(2023):
Reactivity in measuring sensitive online behavior.
Internet Research, 33, issue 3, pp. 1031-1052.
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Müller, Philipp, and 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, issue 10, pp. 2663–2683.
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Bach, Ruben L., Christoph Kern, Denis Bonnay and 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, issue S2, pp. S246-S269.
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Daikeler, Jessica, Ruben L. Bach, Stephanie Eckman and Henning Silber
(2022):
Motivated Misreporting in Smartphone Surveys.
Social Science Computer Review, 40, issue 1, pp. 95-107.
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Gerdon, Frederic, Ruben L. Bach, Christoph Kern and Frauke Kreuter
(2022):
Social impacts of algorithmic decision-making: A research agenda for the social sciences.
Big Data & Society, pp. 1-13 (e-only).
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Kern, Christoph, Frederic Gerdon, Ruben L. Bach, Florian Keusch and Frauke Kreuter
(2022):
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.
Patterns, 3, issue 10, (article no. 100591) e-only.
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Kuppler, Matthias, Christoph Kern, Ruben L. Bach and 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 and 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, issue 2, pp. 161–181.
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Amaya, Ashley, Ruben L. Bach, Florian Keusch and Frauke Kreuter
(2021):
New Data Sources in Social Science Research: Things to Know Before Working With Reddit Data.
Social Science Computer Review, 39, issue 4, pp. 943-960.
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Bach, Ruben L., Christoph Kern, Ashley Amaya, Florian Keusch, Frauke Kreuter, Jan Hecht and Jonathan Heinemann
(2021):
Predicting voting behavior using digital trace data.
Social Science Computer Review, 39, issue 5, pp. 862–883.
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter and 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", issue 1, pp. 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 and Johannes Abeler
(2020):
Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study.
JMIR MHealth and UHealth, 8, issue 8, (article no. e19857).
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Bach, Ruben L., Stephanie Eckman and Jessica Daikeler
(2020):
Misreporting Among Reluctant Respondents.
Journal of Survey Statistics and Methodology, 8, issue 3, pp. 566–588.
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Bach, Ruben L., and Stephanie Eckman
(2020):
Rotation Group Bias in Reporting of Household Purchases in the U.S. Consumer Expenditure Survey.
Economics Letters, 187, issue February 2020, (article no. 108889).
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Bach, Ruben L., and Alexander Wenz
(2020):
Studying health-related internet and mobile device use using web logs and smartphone records.
PLOS ONE, 15, issue 6, (article no. e0234663).
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Book Chapters
Amaya, Ashley, Ruben L. Bach, Frauke Kreuter and Florian Keusch
(2021):
Measuring the Strength of Attitudes in Social Media Data.
Pp. 163-192 in:
Craig Hil, Paul P. Biemer, Trent Buskirk, Lilli Japec, Antje Kirchner, Stas Kolenikov, Lars E. Lyberg
(Eds.)
Big Data Meets Survey Science: A Collection of Innovative Methods.
Hoboken, NJ:
Wiley.
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Papers / Reports
Kern, Christoph, Ruben L. Bach, Hannah Mautner and Frauke Kreuter
(2021):
Fairness in Algorithmic Profiling: A German Case Study.
Ithaca, NY
[arXiv preprint]
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Kuppler, Matthias, Christoph Kern, Ruben L. Bach and Frauke Kreuter
(2021):
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?.
Ithaca, NY
[arXiv preprint]
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Conference Presentations
Bach, Ruben L., Henning Silber, Matthias Schonlau, Jette Schröder, Frederic Gerdon and Florian Keusch
(2023):
To share or not to share – Using open-ended survey questions to understand data sharing decisions.
[10th Conference of the European Survey Research Association, Milan, July 17th to July 21st, 2023]
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Cernat, Alexandru, Florian Keusch, Ruben L. Bach and Paulina Pankowska
(2023):
Estimating measurement quality in digital trace data and surveys using the MultiTrait MultiMethod model.
[10th Conference of the European Survey Research Association, Milan, July 17th to July 21st, 2023]
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Gerdon, Frederic, Daria Szafran, Jakob Kappenberger, Ruben L. Bach and Christoph Kern
(2023):
Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities.
[10th Conference of the European Survey Research Association, Milan, July 17th to July 21st, 2023]
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Kern, Christoph, Frederic Gerdon, Ruben L. Bach, Florian Keusch and 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, June 26th to June 30th, 2023]
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Pankowska, Paulina, Florian Keusch, Ruben L. Bach and Alexandru Cernat
(2023):
Measuring Facebook Use: The Accuracy of Self-Reported Data vs. Digital Trace Data.
[General Online Research 2023, Kassel, September 20th to September 22nd, 2023]
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Wenz, Alexander, Florian Keusch and Ruben L. Bach
(2023):
Assessing the quality of digital behavioral data for measuring smartphone use.
[4th MASS Workshop, Manchester, UK, June 22nd, 2023]
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Keusch, Florian, Paulina Pankowska, Ruben L. Bach and Alexandru Cernat
(2022):
Measuring Facebook use: The accuracy of self-reported data versus digital trace data.
[Joint Statistical Meetings 2022, Washington, DC, August 06th to August 11th, 2023]
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Silber, Henning, Frederic Gerdon, Ruben L. Bach, Christoph Kern, Florian Keusch and 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), March 25th to March 26th, 2022]
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter and 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), September 30th to October 01st, 2021]
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Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter and Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health.
[AAPOR 76th Annual Conference, (virtual conference), May 11th to May 14th, 2021]
more
Gerdon, Frederic, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter and Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health?.
[Joint Statistical Meetings (JSM), (virtual conference), August 08th to August 12th, 2021]
more
Silber, Henning, Frederic Gerdon, Ruben L. Bach, Christoph Kern, Florian Keusch and 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), November 05th to November 07th, 2021]
more
Gerdon, Frederic, Christoph Kilian Theil, Christoph Kern, Ruben L. Bach, Frauke Kreuter, Heiner Stuckenschmidt and Kai Eckert
(2020):
Exploring Impacts of Artificial Intelligence on Urban Societies with Social Simulations.
[40. Kongress der Deutschen Gesellschaft für Soziologie, (virtual conference), September 14th to September 24th, 2020]
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Keusch, Florian, Ruben L. Bach and Alexandru Cernat
(2020):
Social desirability in digital trace data collection.
[BigSurv20, (virtual conference), November 06th to December 04th, 2020]
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Keusch, Florian, Georg-Christoph Haas, Ruben L. Bach and Frauke Kreuter
(2019):
Social desirability in passive mobile data collection.
[8th Conference of the European Survey Research Association, Zagreb, July 15th to July 19th, 2019]
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