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Employment (2)

University of Mannheim: Mannheim, DE

2018-01-01 to present | Computational Social Scientist
Employment
Source: Self-asserted source
Ruben Bach

Institut für Arbeitsmarkt- und Berufsforschung: Nurnberg, Bayern, DE

2015-03-01 to 2018-01-31 (Statistical Methods)
Employment
Source: Self-asserted source
Ruben Bach

Works (50 of 52)

Items per page:
Page 1 of 2

Applied statistical learning — With case studies in Stata by Matthias Schonlau, Springer, 2023, 332pp, €128.39 (Hardback), ISBN: 978-3-031-33389-7

2024 | Book review | Author
DOI: 10.1093/jrsssa/qnae015
SOURCE-WORK-ID:

67896

URI: https://madoc.bib.uni-mannheim.de/67896/
Contributors: Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Do you have two minutes to talk about your data? Willingness to participate and nonparticipation bias in Facebook data donation

Field Methods
2024 | Journal article | Author
DOI: 10.1177/1525822X231225907
SOURCE-WORK-ID:

66752

URI: https://madoc.bib.uni-mannheim.de/66752/
URN: urn:nbn:de:bsz:180-madoc-667528
Contributors: Florian Keusch; Pankowska, Paulina K.; Cernat, Alexandru; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Estimating measurement quality in digital trace data and surveys using the MultiTrait MultiMethod model

Social Science Computer Review : SSCORE
2024 | Journal article | Author
DOI: 10.1177/08944393241254464
SOURCE-WORK-ID:

67777

URI: https://madoc.bib.uni-mannheim.de/67777/
URN: urn:nbn:de:bsz:180-madoc-677778
Contributors: Cernat, Alexandru; Florian Keusch; Ruben Bach; Pankowska, Paulina K.
Source: check_circle
MADOC - University of Mannheim

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
2024 | Journal article | Author
DOI: 10.1007/s11135-024-01912-y
SOURCE-WORK-ID:

67897

URI: https://madoc.bib.uni-mannheim.de/67897/
URN: urn:nbn:de:bsz:180-madoc-678976
Contributors: Schwerdtfeger, Maikel; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Measuring smartphone use: survey versus digital behavioral data

Social Science Computer Review : SSCORE
2024 | Journal article | Author
DOI: 10.1177/08944393231224540
SOURCE-WORK-ID:

66472

URI: https://madoc.bib.uni-mannheim.de/66472/
URN: urn:nbn:de:bsz:180-madoc-664722
Contributors: Wenz, Alexander; Florian Keusch; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Mesuring privacy behavior with donated data

2024 | Other | Author
SOURCE-WORK-ID:

68583

URI: https://madoc.bib.uni-mannheim.de/68583/
Contributors: Rodewald, Frieder; Florian Keusch; Szafran, Daria; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

To share or not to share – understanding individuals’ willingness to share biomarkers, sensor data, and medical records

Information, Communication & Society : ICS
2024 | Journal article | Author
DOI: 10.1080/1369118X.2024.2351439
SOURCE-WORK-ID:

67299

URI: https://madoc.bib.uni-mannheim.de/67299/
URN: urn:nbn:de:bsz:180-madoc-672995
Contributors: Ruben Bach; Henning Silber; Frederic Gerdon; Florian Keusch; Schonlau, Matthias; Jette Schröder
Source: check_circle
MADOC - University of Mannheim

When small decisions have big impact: fairness implications of algorithmic profiling schemes

ACM Journal on Responsible Computing
2024 | Journal article | Author
DOI: 10.1145/3689485
SOURCE-WORK-ID:

67711

URI: https://madoc.bib.uni-mannheim.de/67711/
Contributors: Christoph Kern; Ruben Bach; Mautner, Hannah; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

“The human must remain the central focus”: Subjective fairness perceptions in automated decision-making

Minds and Machines
2024 | Journal article | Author
DOI: 10.1007/s11023-024-09684-y
SOURCE-WORK-ID:

67426

URI: https://madoc.bib.uni-mannheim.de/67426/
URN: urn:nbn:de:bsz:180-madoc-674262
Contributors: Szafran, Daria; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Assessing the quality of digital behavioral data for measuring smartphone use

2023 | Other | Author
SOURCE-WORK-ID:

68702

URI: https://madoc.bib.uni-mannheim.de/68702/
Contributors: Wenz, Alexander; Florian Keusch; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Collect information about Facebook usage via data donation: Willingness, participation, and bias

2023 | Other | Author
SOURCE-WORK-ID:

68657

URI: https://madoc.bib.uni-mannheim.de/68657/
Contributors: Florian Keusch; Pankowska, Paulina K.; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Do you have two minutes to talk about your data? Using data donation to collect Facebook data

2023 | Other | Author
SOURCE-WORK-ID:

68658

URI: https://madoc.bib.uni-mannheim.de/68658/
Contributors: Florian Keusch; Pankowska, Paulina K.; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Equipping the offline population with internet access in an online panel: Does it make a difference?

Journal of Survey Statistics and Methodology : JSSAM
2023 | Journal article | Author
DOI: 10.1093/jssam/smad003
SOURCE-WORK-ID:

64722

URI: https://madoc.bib.uni-mannheim.de/64722/
Contributors: Ruben Bach; Carina Cornesse; Daikeler, Jessica
Source: check_circle
MADOC - University of Mannheim

Estimating measurement quality in digital trace data and surveys using the MultiTrait MultiMethod model

2023 | Other | Author
SOURCE-WORK-ID:

68646

URI: https://madoc.bib.uni-mannheim.de/68646/
Contributors: Cernat, Alexandru; Florian Keusch; Ruben Bach; Pankowska, Paulina K.
Source: check_circle
MADOC - University of Mannheim

Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes

2023 | Other | Author
SOURCE-WORK-ID:

65055

URI: https://madoc.bib.uni-mannheim.de/65055/
Contributors: Christoph Kern; Frederic Gerdon; Ruben Bach; Florian Keusch; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Measuring Facebook use: The accuracy of self-reported data vs. digital trace data

2023 | Other | Author
SOURCE-WORK-ID:

68689

URI: https://madoc.bib.uni-mannheim.de/68689/
Contributors: Pankowska, Paulina K.; Florian Keusch; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Population mental health in Burma after 2021 military coup: online non-probability survey

BJPsych Open
2023 | Journal article | Author
DOI: 10.1192/bjo.2023.550
SOURCE-WORK-ID:

65732

URI: https://madoc.bib.uni-mannheim.de/65732/
URN: urn:nbn:de:bsz:180-madoc-657328
Contributors: Saw, Htay-Wah; Owens, Victoria; Morales, Stephanie A.; Rodriguez, Nicolas; Christoph Kern; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

The impact of modeling decisions in statistical profiling

Data & Policy
2023 | Journal article | Author
DOI: 10.1017/dap.2023.29
SOURCE-WORK-ID:

65685

URI: https://madoc.bib.uni-mannheim.de/65685/
URN: urn:nbn:de:bsz:180-madoc-656854
Contributors: Ruben Bach; Christoph Kern; Mautner, Hannah; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

To share or not to share -- Using open-ended survey questions to understand data sharing decisions

2023 | Other | Author
SOURCE-WORK-ID:

68575

URI: https://madoc.bib.uni-mannheim.de/68575/
Contributors: Ruben Bach; Henning Silber; Schonlau, Matthias; Jette Schröder; Frederic Gerdon; Florian Keusch
Source: check_circle
MADOC - University of Mannheim

Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities

2023 | Other | Author
SOURCE-WORK-ID:

65056

URI: https://madoc.bib.uni-mannheim.de/65056/
Contributors: Frederic Gerdon; Szafran, Daria; Jakob Kappenberger; Ruben Bach; Christoph Kern
Source: check_circle
MADOC - University of Mannheim

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 : PLS
2022 | Journal article | Author
DOI: 10.1017/pls.2022.15
SOURCE-WORK-ID:

62967

URI: https://madoc.bib.uni-mannheim.de/62967/
Contributors: Silber, Hennnig; Frederic Gerdon; Ruben Bach; Christoph Kern; Florian Keusch; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making

Frontiers in Sociology
2022 | Journal article | Author
DOI: 10.3389/fsoc.2022.883999
SOURCE-WORK-ID:

63111

URI: https://madoc.bib.uni-mannheim.de/63111/
URN: urn:nbn:de:bsz:180-madoc-631116
Contributors: Kuppler, Matthias; Christoph Kern; Ruben Bach; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making

Patterns
2022 | Journal article | Author
DOI: 10.1016/j.patter.2022.100591
SOURCE-WORK-ID:

63056

URI: https://madoc.bib.uni-mannheim.de/63056/
URN: urn:nbn:de:bsz:180-madoc-630568
Contributors: Christoph Kern; Frederic Gerdon; Ruben Bach; Florian Keusch; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

In which situations are people likely to share their health data? A vignette experiment on willingness to donate three different types of health data

2022 | Other | Author
SOURCE-WORK-ID:

68725

URI: https://madoc.bib.uni-mannheim.de/68725/
Contributors: Silber, Henning; Frederic Gerdon; Ruben Bach; Christoph Kern; Florian Keusch; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Measuring Facebook use: The accuracy of self-reported data versus digital trace data

2022 | Other | Author
SOURCE-WORK-ID:

68720

URI: https://madoc.bib.uni-mannheim.de/68720/
Contributors: Pankowska, Paulina K.; Florian Keusch; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Reactivity in measuring sensitive online behavior

Internet Research
2022 | Journal article | Author
DOI: 10.1108/INTR-01-2021-0053
SOURCE-WORK-ID:

63045

URI: https://madoc.bib.uni-mannheim.de/63045/
Contributors: Florian Keusch; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Social impacts of algorithmic decision-making: A research agenda for the social sciences

Big Data & Society
2022 | Journal article | Author
DOI: 10.1177/20539517221089305
SOURCE-WORK-ID:

62253

URI: https://madoc.bib.uni-mannheim.de/62253/
URN: urn:nbn:de:bsz:180-madoc-622535
Contributors: Frederic Gerdon; Ruben Bach; Christoph Kern; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Understanding political news media consumption with digital trace data and natural language processing

Journal of the Royal Statistical Society: Series A (Statistics in Society)
2022-04-21 | Journal article
DOI: 10.1111/rssa.12846
Part of ISSN: 0964-1998
Part of ISSN: 1467-985X
Source: Self-asserted source
Ruben Bach
grade
Preferred source (of 2)‎

A vignette experiment on determinants of health data sharing behavior: Willingness to donate sensor data, medical records, and biomarkers

2021 | Other | Author
SOURCE-WORK-ID:

68920

URI: https://madoc.bib.uni-mannheim.de/68920/
Contributors: Henning Silber; Frederic Gerdon; Ruben Bach; Christoph Kern; Florian Keusch; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Distributive justice and fairness metrics in automated decision-making: How much overlap is there?

2021 | Working paper | Author
SOURCE-WORK-ID:

59399

URI: https://madoc.bib.uni-mannheim.de/59399/
Contributors: Kuppler, Matthias; Christoph Kern; Ruben Bach; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Fairness in algorithmic profiling: A German case study

2021 | Working paper | Author
SOURCE-WORK-ID:

60138

URI: https://madoc.bib.uni-mannheim.de/60138/
Contributors: Christoph Kern; Ruben Bach; Mautner, Hannah; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

From bias to impact: How can algorithmic decision-making affect social inequality?

2021 | Other | Author
SOURCE-WORK-ID:

63890

URI: https://madoc.bib.uni-mannheim.de/63890/
Contributors: Frederic Gerdon; Christoph Kern; Ruben Bach; Kilian Theil; Frauke Kreuter; Heiner Stuckenschmidt; Eckert, Kai
Source: check_circle
MADOC - University of Mannheim

Pandemic effects on privacy attitudes : Changes in acceptance of using health data for private and public benefit

2021 | Other | Author
SOURCE-WORK-ID:

60503

URI: https://madoc.bib.uni-mannheim.de/60503/
Contributors: Frederic Gerdon; Nissenbaum, Helen; Ruben Bach; Frauke Kreuter; Zins, Stefan
Source: check_circle
MADOC - University of Mannheim

Populist alternative news use and its role for elections: Web-tracking and survey evidence from two campaign periods

New Media & Society
2021 | Journal article | Author
DOI: 10.1177/14614448211032969
SOURCE-WORK-ID:

60084

URI: https://madoc.bib.uni-mannheim.de/60084/
URN: urn:nbn:de:bsz:180-madoc-600841
Contributors: Philipp Müller; Ruben Bach
Source: check_circle
MADOC - University of Mannheim

Privacy attitudes in times of crisis: Acceptance of data sharing for public health

2021 | Other | Author
SOURCE-WORK-ID:

59632

URI: https://madoc.bib.uni-mannheim.de/59632/
Contributors: Frederic Gerdon; Nissenbaum, Helen; Ruben Bach; Frauke Kreuter; Zins, Stefan
Source: check_circle
MADOC - University of Mannheim

Privacy attitudes in times of crisis: Acceptance of data sharing for public health?

2021 | Other | Author
SOURCE-WORK-ID:

60168

URI: https://madoc.bib.uni-mannheim.de/60168/
Contributors: Frederic Gerdon; Nissenbaum, Helen; Ruben Bach; Frauke Kreuter; Zins, Stefan
Source: check_circle
MADOC - University of Mannheim

A Methodological Framework for the Analysis of Panel Conditioning Effects

Measurement Error in Longitudinal Data
2021-03-18 | Book chapter
DOI: 10.1093/oso/9780198859987.003.0002
Source: Self-asserted source
Ruben Bach

Exploring impacts of artificial intelligence on urban societies with social simulations

2020 | Other | Author
SOURCE-WORK-ID:

56537

URI: https://madoc.bib.uni-mannheim.de/56537/
Contributors: Frederic Gerdon; Theil, Christoph Kilian; Christoph Kern; Ruben Bach; Frauke Kreuter; Heiner Stuckenschmidt; Eckert, Kai
Source: check_circle
MADOC - University of Mannheim

Individual acceptance of using health data for private and public benefit: Changes during the COVID-19 pandemic

Harvard Data Science Review : HDSR
2020 | Journal article | Author
SOURCE-WORK-ID:

58693

URI: https://madoc.bib.uni-mannheim.de/58693/
URN: urn:nbn:de:bsz:180-madoc-586935
Contributors: Frederic Gerdon; Nissenbaum, Helen; Ruben Bach; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Measuring the strength of attitudes in social media data

Big data meets survey science : a collection of innovative methods
2020 | Book chapter | Author
DOI: 10.1002/9781118976357.ch5
SOURCE-WORK-ID:

56424

URI: https://madoc.bib.uni-mannheim.de/56424/
Part of ISBN: 978-1-118-97632-6 , 978-1-118-97633-3 , 978-1-118-97635-7 , 978-1-118-97634-0
Contributors: Amaya, Ashley; Ruben Bach; Frauke Kreuter; Florian Keusch
Source: check_circle
MADOC - University of Mannheim

Social desirability in digital trace data collection

2020 | Other | Author
SOURCE-WORK-ID:

68818

URI: https://madoc.bib.uni-mannheim.de/68818/
Contributors: Florian Keusch; Ruben Bach; Cernat, Alexandru
Source: check_circle
MADOC - University of Mannheim

Studying health-related internet and mobile device use using web logs and smartphone records

PLOS ONE
2020 | Journal article | Author
DOI: 10.1371/journal.pone.0234663
SOURCE-WORK-ID:

55123

URI: https://madoc.bib.uni-mannheim.de/55123/
URN: urn:nbn:de:bsz:180-madoc-551239
Contributors: Ruben Bach; Wenz, Alexander
Source: check_circle
MADOC - University of Mannheim

Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study

JMIR mHealth and uHealth
2020-08-28 | Journal article
DOI: 10.2196/19857
Part of ISSN: 2291-5222
Source: Self-asserted source
Ruben Bach
grade
Preferred source (of 2)‎

Motivated Misreporting in Smartphone Surveys

Social Science Computer Review
2020-02-05 | Journal article
DOI: 10.1177/0894439319900936
Part of ISSN: 0894-4393
Part of ISSN: 1552-8286
Source: Self-asserted source
Ruben Bach

Participating in a panel survey changes respondents' labour market behaviour

Journal of the Royal Statistical Society / Series A, Statistics in Society
2019 | Journal article | Author
DOI: 10.1111/rssa.12367
SOURCE-WORK-ID:

48166

URI: http://ub-madoc.bib.uni-mannheim.de/48166/
Contributors: Ruben Bach; Eckman, Stephanie
Source: check_circle
MADOC - University of Mannheim

Predicting voting behavior using digital trace data

Social Science Computer Review : SSCORE
2019 | Journal article | Author
DOI: 10.1177/0894439319882896
SOURCE-WORK-ID:

52618

URI: https://madoc.bib.uni-mannheim.de/52618/
Contributors: Ruben Bach; Kern, Christoph; Amaya, Ashley; Florian Keusch; Frauke Kreuter; Hecht, Jan; Heinemann, Jonathan
Source: check_circle
MADOC - University of Mannheim

Social desirability in passive mobile data collection

2019 | Other | Author
SOURCE-WORK-ID:

68794

URI: https://madoc.bib.uni-mannheim.de/68794/
Contributors: Florian Keusch; Haas, Georg-Christoph; Ruben Bach; Frauke Kreuter
Source: check_circle
MADOC - University of Mannheim

Rotation group bias in reporting of household purchases in the U.S. Consumer Expenditure Survey

Economics Letters
2019-12 | Journal article
DOI: 10.1016/j.econlet.2019.108889
Part of ISSN: 0165-1765
Source: Self-asserted source
Ruben Bach

New Data Sources in Social Science Research: Things to Know Before Working With Reddit Data

Social Science Computer Review
2019-12-18 | Journal article
DOI: 10.1177/0894439319893305
Part of ISSN: 0894-4393
Part of ISSN: 1552-8286
Source: Self-asserted source
Ruben Bach
grade
Preferred source (of 2)‎

Misreporting Among Reluctant Respondents

Journal of Survey Statistics and Methodology
2019-06-10 | Journal article
DOI: 10.1093/jssam/smz013
Part of ISSN: 2325-0984
Part of ISSN: 2325-0992
Source: Self-asserted source
Ruben Bach
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