Bach, Ruben L.
Phone:
+49-621-181-2840
Postal Address
University of Mannheim
68131
Mannheim
DE
Visiting Address
University of Mannheim
A5, 6 Building A
Room: 245
68159
Mannheim
Projects collapse
Social Inequality
Social Data and Methods
Communication and Digitalization
Social Data and Methods
Publications expand
Buchkapitel
Zeitschriftenartikel
Bach, Ruben L.
,
Henning Silber
,
Frederic Gerdon
,
Florian Keusch
,
Matthias Schonlau
,
Jette Schröder
(9998):
To share or not to share – understanding individuals’ willingness to share biomarkers, sensor data, and medical records.
Information, Communication & Society,
pp. (publ. online before print).
More
Wenz, Alexander
,
Florian Keusch
,
Ruben L. Bach
(9998):
Measuring smartphone use: Survey versus digital behavioral data.
Social Science Computer Review,
pp. (publ. online before print).
More
Bach, Ruben L.
(2024):
Book Review: Applied Statistical Learning—With Case Studies in Stata.
Journal of the Royal Statistical Society: Series A, Statistics in Society,
187,
3,
pp. 854–855.
More
Schwerdtfeger, Maike
,
Ruben L. Bach
(2024):
How does broadband supply affect participation in panel surveys?: Using geospatial broadband data at the district level to analyze mode choice and panel attrition.
Quality & Quantity,
58,
6,
pp. 5805–5828.
More
Bach, Ruben L.
,
Carina Cornesse
,
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,
1,
pp. 80–93.
More
Kern, Christoph
,
Ruben L. Bach
,
Hannah Mautner
,
Frauke Kreuter
(2024):
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes.
ACM Journal of Responsible Computing,
1,
4,
pp. (article no. 24), pp. 1-30.
More
Szafran, Daria
,
Ruben L. Bach
(2024):
“The Human Must Remain the Central Focus”: Subjective Fairness Perceptions in Automated Decision-Making.
Minds and Machines,
34,
pp. (article no. 24) pp. 1-37.
More
Keusch, Florian
,
Paulina K. Pankowska
,
Alexandru Cernat
,
Ruben L. Bach
(2024):
Do You Have Two Minutes to Talk about Your Data? Willingness to Participate and Nonparticipation Bias in Facebook Data Donation.
Field Methods,
36,
4,
pp. 279-293.
More
Keusch, Florian
,
Ruben L. Bach
,
Alexandru Cernat
(2023):
Reactivity in measuring sensitive online behavior.
Internet Research,
33,
3,
pp. 1031-1052.
More
Bach, Ruben L.
,
Christoph Kern
,
Hannah Mautner
,
Frauke Kreuter
(2023):
The impact of modeling decisions in statistical profiling.
Data & Policy,
5,
pp. (article-no. e32), pp. 1-19.
More
Müller, Philipp
,
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,
10,
pp. 2663–2683.
More
Daikeler, Jessica
,
Ruben L. Bach
,
Stephanie Eckman
,
Henning Silber
(2022):
Motivated Misreporting in Smartphone Surveys.
Social Science Computer Review,
40,
1,
pp. 95-107.
More
Gerdon, Frederic
,
Ruben L. Bach
,
Christoph Kern
,
Frauke Kreuter
(2022):
Social impacts of algorithmic decision-making: A research agenda for the social sciences.
Big Data & Society,
pp. 1-13 (e-only).
More
Kuppler, Matthias
,
Christoph Kern
,
Ruben L. Bach
,
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,
pp. (article no. 883999), pp. 1-18.
More
Silber, Henning
,
Frederic Gerdon
,
Ruben L. Bach
,
Christoph Kern
,
Florian Keusch
,
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,
2,
pp. 161–181.
More
Kern, Christoph
,
Frederic Gerdon
,
Ruben L. Bach
,
Florian Keusch
,
Frauke Kreuter
(2022):
Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making.
Patterns,
3,
10,
pp. (article no. 100591) e-only.
More
Bach, Ruben L.
,
Christoph Kern
,
Denis Bonnay
,
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,
S2,
pp. S246-S269.
More
Bach, Ruben L.
,
Christoph Kern
,
Ashley Amaya
,
Florian Keusch
,
Frauke Kreuter
,
Jan Hecht
,
Jonathan Heinemann
(2021):
Predicting voting behavior using digital trace data.
Social Science Computer Review,
39,
5,
pp. 862–883.
More
Amaya, Ashley
,
Ruben L. Bach
,
Florian Keusch
,
Frauke Kreuter
(2021):
New Data Sources in Social Science Research: Things to Know Before Working With Reddit Data.
Social Science Computer Review,
39,
4,
pp. 943-960.
More
Gerdon, Frederic
,
Helen Nissenbaum
,
Ruben L. Bach
,
Frauke Kreuter
,
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",
1,
pp. 1-24 (e-only).
More
Altmann, Samuel
,
Luke Milsom
,
Hannah Zillessen
,
Raffaele Blasone
,
Frederic Gerdon
,
Ruben L. Bach
,
Frauke Kreuter
,
Daniele Nosenzo
,
Séverine Toussaert
,
Johannes Abeler
(2020):
Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study.
JMIR MHealth and UHealth,
8,
8,
pp. (article no. e19857).
More
Bach, Ruben L.
,
Stephanie Eckman
(2020):
Rotation Group Bias in Reporting of Household Purchases in the U.S. Consumer Expenditure Survey.
Economics Letters,
187,
February 2020,
pp. (article no. 108889).
More
Bach, Ruben L.
,
Stephanie Eckman
,
Jessica Daikeler
(2020):
Misreporting Among Reluctant Respondents.
Journal of Survey Statistics and Methodology,
8,
3,
pp. 566–588.
More
Bach, Ruben L.
,
Alexander Wenz
(2020):
Studying health-related internet and mobile device use using web logs and smartphone records.
PLOS ONE,
15,
6,
pp. (article no. e0234663).
More
Presentation
Bernauer, Julian
,
João Areal
,
Ruben L. Bach
(2025):
Measuring Populism From Party Manifestos With Multilingual Context-Sensitive BERT.
More
Gerdon, Frederic
,
Ruben L. Bach
,
Christoph Kern
,
Frauke Kreuter
(2024):
Research Avenues for Studying Effects of Algorithmic Decision-Making Systems on Social Inequality.
More
Rodewald, Frieder
,
Florian Keusch
,
Daria Szafran
,
Ruben L. Bach
(2024):
Measuring Privacy Behavior with Donated Data.
More
Wenz, Alexander
,
Florian Keusch
,
Ruben L. Bach
(2023):
Assessing the quality of digital behavioral data for measuring smartphone use.
More
Kern, Christoph
,
Frederic Gerdon
,
Ruben L. Bach
,
Florian Keusch
,
Frauke Kreuter
(2023):
Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes.
More
Keusch, Florian
,
Paulina Pankowska
,
Ruben L. Bach
,
Alexandru Cernat
(2023):
Collect Information about Facebook Usage via Data Donation: Willingness, Participation, and Bias.
More
Gerdon, Frederic
,
Daria Szafran
,
Jakob Kappenberger
,
Ruben L. Bach
,
Christoph Kern
(2023):
Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities.
More
Keusch, Florian
,
Paulina Pankowska
,
Ruben L. Bach
,
Alexandru Cernat
(2023):
Do You Have Two Minutes to Talk about Your Data? Using Data Donation to Collect Facebook Data.
More
Cernat, Alexandru
,
Florian Keusch
,
Ruben L. Bach
,
Paulina Pankowska
(2023):
Estimating measurement quality in digital trace data and surveys using the MultiTrait MultiMethod model.
More
Bach, Ruben L.
,
Henning Silber
,
Matthias Schonlau
,
Jette Schröder
,
Frederic Gerdon
,
Florian Keusch
(2023):
To share or not to share – Using open-ended survey questions to understand data sharing decisions.
More
Pankowska, Paulina
,
Florian Keusch
,
Ruben L. Bach
,
Alexandru Cernat
(2023):
Measuring Facebook Use: The Accuracy of Self-Reported Data vs. Digital Trace Data.
More
Keusch, Florian
,
Paulina Pankowska
,
Ruben L. Bach
,
Alexandru Cernat
(2022):
Measuring Facebook use: The accuracy of self-reported data versus digital trace data.
More
Silber, Henning
,
Frederic Gerdon
,
Ruben L. Bach
,
Christoph Kern
,
Florian Keusch
,
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.
More
Gerdon, Frederic
,
Helen Nissenbaum
,
Ruben L. Bach
,
Frauke Kreuter
,
Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health.
More
Silber, Henning
,
Frederic Gerdon
,
Ruben L. Bach
,
Christoph Kern
,
Florian Keusch
,
Frauke Kreuter
(2021):
A vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers.
More
Gerdon, Frederic
,
Helen Nissenbaum
,
Ruben L. Bach
,
Frauke Kreuter
,
Stefan Zins
(2021):
Pandemic Effects on Privacy Attitudes: Changes in Acceptance of Using Health Data for Private and Public Benefit.
More
Gerdon, Frederic
,
Helen Nissenbaum
,
Ruben L. Bach
,
Frauke Kreuter
,
Stefan Zins
(2021):
Privacy Attitudes in Times of Crisis: Acceptance of Data Sharing for Public Health?.
More
Gerdon, Frederic
,
Christoph Kilian Theil
,
Christoph Kern
,
Ruben L. Bach
,
Frauke Kreuter
,
Heiner Stuckenschmidt
,
Kai Eckert
(2020):
Exploring Impacts of Artificial Intelligence on Urban Societies with Social Simulations.
More
Keusch, Florian
,
Ruben L. Bach
,
Alexandru Cernat
(2020):
Social desirability in digital trace data collection.
More
Keusch, Florian
,
Georg-Christoph Haas
,
Ruben L. Bach
,
Frauke Kreuter
(2019):
Social desirability in passive mobile data collection.
More
Bericht
Wenz, Alexander
,
Florian Keusch
,
Ruben L. Bach
(2023):
Assessing the quality of digital behavioral data for measuring smartphone use.
More
Kuppler, Matthias
,
Christoph Kern
,
Ruben L. Bach
,
Frauke Kreuter
(2021):
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?.
More
Kern, Christoph
,
Ruben L. Bach
,
Hannah Mautner
,
Frauke Kreuter
(2021):
Fairness in Algorithmic Profiling: A German Case Study.
More