Ruben Bach
Photo credit: Farina Stock
| Course name | Credits | Details | Term |
|---|---|---|---|
| Empirisches Forschungspraktikum II | 10 | Course details | Fall term |
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Research Interests
- Survey methodology (survey and panel conditioning, motivated misreporting, response propensities)
- Statistics (causal inference, machine learning)
- The use of alternative data sources (administrative data, big data)
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Career
Academic Career
Ruben is a postdoctoral researcher in social science quantitative methods. He joined the Professorship for Statistics and Methodology in 2018 after spending three years in the Institute for Employment Research’s (IAB) Graduate Program where he wrote his dissertation on respondent conditioning. He completed his PhD (Dr. rer. soc.) at the University of Mannheim in 2018 and holds an M.Sc. in Socio-Economics from the University of Erlangen-Nuremberg and a B.A. in Social Sciences from the University of Dusseldorf.
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Publications
- Altmann, S., Milsom, L., Zillessen, H., Blasone, R., Gerdon, F., Bach, R. L., Kreuter, F., Nosenzo, D., Toussaert, S. & Abeler, J. (2020). Acceptability of app-based contact tracing for COVID-19: Cross-country survey study. JMIR mHealth and uHealth : JMU, 8(8), e19857. https://doi.org/10.2196/19857
- Amaya, A., Bach, R. L., Kreuter, F. & Keusch, F. (2020). Measuring the strength of attitudes in social media data. In C. A. Hill (eds.), Big data meets survey science : a collection of innovative methods (S. 163–192). Hoboken, NJ: John Wiley & Sons. https://doi.org/10.1002/9781118976357.ch5
- Bach, R. L. & Wenz, A. (2020). Studying health-related internet and mobile device use using web logs and smartphone records. PLOS ONE, 15(6), e0234663. https://doi.org/10.1371/journal.pone.0234663
- Daikeler, J., Bach, R. L., Silber, H. & Eckman, S. (2020). Motivated misreporting in smartphone surveys. Social Science Computer Review : SSCORE. https://doi.org/10.1177/0894439319900936
- Amaya, A., Bach, R. L., Keusch, F. & Kreuter, F. (2019). New data sources in social science research: Things to know before working with Reddit data. Social Science Computer Review : SSCORE, 1–10. https://doi.org/10.1177/0894439319893305
- Bach, R. L. & Eckman, S. (2019). Participating in a panel survey changes respondents' labour market behaviour. Journal of the Royal Statistical Society / Series A, Statistics in Society, 182(1), 263–281. https://doi.org/10.1111/rssa.12367
- Bach, R. L. & Eckman, S. (2019). Rotation group bias in reporting of household purchases in the U.S. Consumer Expenditure Survey. Economics Letters, 187, Article 108889. https://doi.org/10.1016/j.econlet.2019.108889
- Bach, R. L., Eckman, S. & Daikeler, J. (2019). Misreporting among reluctant respondents. Journal of Survey Statistics and Methodology : JSSAM, 1–23. https://doi.org/10.1093/jssam/smz013
- Bach, R. L., Kern, C., Amaya, A., Keusch, F., Kreuter, F., Hecht, J. & Heinemann, J. (2019). Predicting voting behavior using digital trace data. Social Science Computer Review : SSCORE, tba. https://doi.org/10.1177/0894439319882896
- Bach, R. L. (2018). Unintended behavioral consequences due to repeated measurement. [Doctoral dissertation, Universität Mannheim]
- Bach, R. L. & Eckman, S. (2018). Motivated misreporting in web panels. Journal of Survey Statistics and Methodology : JSSAM, 6(3), 418–430. https://doi.org/10.1093/jssam/smx030
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Projects