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Springe zu: Monographie | Zeitschriftenartikel | Paper | Buchbeitrag | Konferenzbeitrag | Andere
Anzahl der Publikationen: 63

Monographie

Kreuter, Frauke (Hrsg.) (2013): Improving Surveys with Paradata. New York: Wiley.

Valliant, Richard; Dever, Jill und Kreuter, Frauke (2013): Practical Tools for Designing and Weighting Survey Samples. New York: Springer.

Kohler, Ulrich und Kreuter, Frauke (2012): Data Analysis Using Stata. 3 ed.. College Station, Texas: Stata Press.

Kohler, Ulrich und Kreuter, Frauke (2012): Datenanalyse mit Stata. 4 ed.. München: Oldenbourg.

Zeitschriftenartikel

Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Fischer Abaigar, Unai ORCID logoORCID: https://orcid.org/0000-0003-4893-2547; Schweisthal, Jonas ORCID logoORCID: https://orcid.org/0000-0003-3725-3821; Frauen, Dennis; Ghani, Rayid; Feuerriegel, Stefan ORCID logoORCID: https://orcid.org/0000-0001-7856-8729; van der Schaar, Mihaela und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2025): Algorithms for reliable decision-making need causal reasoning. In: Nature Computational Science, Bd. 5, Nr. 5: S. 356-360 [PDF, 628kB]

Novotny, Marcus; Weber, Wiebke; Kern, Christoph und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2025): Measuring public opinion towards artificial intelligence: development and validation of a general AI attitude short scale. In: AI & SOCIETY [Forthcoming]

Fischer-Abaigar, Unai; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Barda, Noam und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2024): Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector. In: Government Information Quarterly, Bd. 41, Nr. 4, 101976: S. 1-22

Gerdon, Frederic; Bach, Ruben L.; Kern, Christoph und Kreuter, Frauke (2022): Social impacts of algorithmic decision-making: A research agenda for the social sciences. In: Big Data & Society, Bd. 9, Nr. 1

Abraham, Martin; Collischon, Matthias; Grimm, Veronika; Kreuter, Frauke; Moser, Klaus; Niessen, Cornelia; Schnabel, Claus; Stephan, Gesine; Trappmann, Mark und Wolbring, Tobias (2022): COVID-19, normative attitudes and pluralistic ignorance in employer-employee relationships. In: Journal for Labour Market Research, Bd. 56, Nr. 1, 19

Kuppler, Matthias; Kern, Christoph; Bach, Ruben L. und Kreuter, Frauke (2022): From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making. In: Frontiers in Sociology, Bd. 7, 883999

Balogh, Aniko; Harman, Anna und Kreuter, Frauke (2022): Real-Time Analysis of Predictors of COVID-19 Infection Spread in Countries in the European Union Through a New Tool. In: International Journal of Public Health, Bd. 67, 1604974

Kim, Michael P.; Kern, Christoph; Goldwasser, Shafi; Kreuter, Frauke und Reingold, Omer (2022): Universal adaptability: Target-independent inference that competes with propensity scoring. In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 119, Nr. 4, e2108097119

Keusch, Florian; Bähr, Sebastian; Haas, Georg-Christoph; Kreuter, Frauke; Trappmann, Mark und Eckman, Stephanie (2022): Non-participation in smartphone data collection using research apps. In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Bd. 185, Nr. SUPPL 2: S225-S245

Kern, Christoph; Gerdon, Frederic; Bach, Ruben L.; Keusch, Florian und Kreuter, Frauke (2022): Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making. In: Patterns, Bd. 3, Nr. 10, 100591

Haensch, Anna-Carolina ORCID logoORCID: https://orcid.org/0000-0001-6772-0393; Herklotz, Markus; Keusch, Florian und Kreuter, Frauke (1. September 2021): The International Program in Survey and Data Science (IPSDS): A modern study program for working professionals. In: Statistical Journal of the IAOS, Bd. 37, Nr. 3: S. 921-933 [PDF, 789kB]

Salomon, Joshua A.; Reinhart, Alex; Bilinski, Alyssa; Chua, Eu Jing; La Motte-Kerr, Wichada; Ronn, Minttu M.; Reitsma, Marissa B.; Morris, Katherine A.; LaRocca, Sarah; Farag, Tamer H.; Kreuter, Frauke; Rosenfeld, Roni und Tibshirani, Ryan J. (2021): The US COVID-19 Trends and Impact Survey: Continuous real-time measurement of COVID-19 symptoms, risks, protective behaviors, testing, and vaccination. In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 51, e2111454118

Nordeck, Courtney D.; Riehm, Kira E.; Smail, Emily J.; Holingue, Calliope; Kane, Jeremy C.; Johnson, Renee M.; Veldhuis, Cindy B.; Kalb, Luther G.; Stuart, Elizabeth A.; Kreuter, Frauke und Thrul, Johannes (2021): Changes in drinking days among United States adults during the COVID-19 pandemic. In: Addiction, Bd. 117, Nr. 2: S. 331-340

Gilan, Donya; Muessig, Markus; Hahad, Omar; Kunzler, Angela M.; Samstag, Simon; Roethke, Nikolaus; Thrul, Johannes; Kreuter, Frauke; Bosnjak, Michael; Sprengholz, Philipp; Betsch, Cornelia; Wollschlaeger, Daniel; Tuescher, Oliver und Lieb, Klaus (2021): Protective and Risk Factors for Mental Distress and Its Impact on Health-Protective Behaviors during the SARS-CoV-2 Pandemic between March 2020 and March 2021 in Germany. In: International Journal of Environmental Research and Public Health, Bd. 18, Nr. 17, 9167

Galesic, Mirta; de Bruin, Wandi Bruine; Dalege, Jonas; Feld, Scott L.; Kreuter, Frauke; Olsson, Henrik; Prelec, Drazen; Stein, Daniel L. und Does, Tamara van der (2021): Human social sensing is an untapped resource for computational social science. In: Nature, Bd. 595, Nr. 7866: S. 214-222

Bauer, Paul C.; Gerdon, Frederic; Keusch, Florian; Kreuter, Frauke und Vannette, David (2021): Did the GDPR increase trust in data collectors? Evidence from observational and experimental data. In: Information Communication & Society, Bd. 25, Nr. 14: S. 2101-2121

Badillo-Goicoechea, Elena; Chang, Ting-Hsuan; Kim, Esther; LaRocca, Sarah; Morris, Katherine; Deng, Xiaoyi; Chiu, Samantha; Bradford, Adrianne; Garcia, Andres; Kern, Christoph; Cobb, Curtiss; Kreuter, Frauke und Stuart, Elizabeth A. (2021): Global trends and predictors of face mask usage during the COVID-19 pandemic. In: Springer Nature Public Health, Bd. 21, Nr. 1, 2099

Astley, Christina M.; Tuli, Gaurav; Mc Cord, Kimberly A.; Cohn, Emily L.; Rader, Benjamin; Varrelman, Tanner J.; Chiu, Samantha L.; Deng, Xiaoyi; Stewart, Kathleen; Farag, Tamer H.; Barkume, Kristina M.; LaRocca, Sarah; Morris, Katherine A.; Kreuter, Frauke und Brownstein, John S. (2021): Global monitoring of the impact of the COVID-19 pandemic through online surveys sampled from the Facebook user base. In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 51, e2111455118

Sakshaug, Joseph W.; Stegmaier, Jens; Trappmann, Mark und Kreuter, Frauke (2019): Does Benefit Framing Improve Record Linkage Consent Rates? A Survey Experiment. In: Survey Research Methods, Bd. 13, Nr. 3: S. 289-304

Felderer, Barbara; Müller, Gerrit; Kreuter, Frauke und Winter, Joachim ORCID logoORCID: https://orcid.org/0000-0003-2460-619X (2018): The Effect of Differential Incentives on Attrition Bias: Evidence from the PASS Wave 3 Incentive Experiment. In: Field Methods, Bd. 30, Nr. 1: S. 56-69 [PDF, 220kB]

West, Brady T. und Kreuter, Frauke (2015): A Practical Technique for Improving the Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth. In: Field Methods, Bd. 27, Nr. 2: S. 144-162

Kreuter, Frauke und Müller, Gerrit (2015): Improving Recruitment Efficiency Using Paradata Information in Panel Surveys. In: Field Methods, Bd. 27: S. 55-65

Eckman, Stephanie; Kreuter, Frauke; Kirchner, Antje; Jäckle, Annette; Tourangeau, Roger und Presser, Stanley (2014): Mechanisms of Misreporting to Filter Questions. In: Public Opinion Quarterly, Bd. 78, Nr. 3: S. 721-733

Sakshaug, Joseph W. und Kreuter, Frauke (2014): The Effect of Benefit Wording on Consent to Link Survey and Administrative Records in a Web Survey. In: Public Opinion Quarterly, Bd. 78, Nr. 1: S. 166-176

Sinibaldi, Jennifer; Trappmann, Mark und Kreuter, Frauke (2014): Which is the Better Investment for Nonresponse Adjustment: Purchasing Commercial Auxiliary Data or Collecting Interviewer Observations? In: Public Opinion Quarterly, Bd. 78, Nr. 2: S. 440-473

Eckman, Stephanie und Kreuter, Frauke (August 2013): Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing. In: Sociological Methods & Research, Bd. 42, Nr. 3: S. 264-293 [PDF, 334kB]

West, Brady T. und Kreuter, Frauke (2013): Observational Strategies Associated with Increased Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth. In: Public Opinion Quarterly, Bd. 77, Nr. 2: S. 522-548

West, Brady T.; Kreuter, Frauke und Jaenichen, Ursula (2013): Interviewer Effects in Face-to-Face Surveys: A Function of Measurement Error or Nonresponse? In: Journal of Official Statistics, Bd. 29, Nr. 2: S. 277-297

Casas-Cordero, Carolina; Kreuter, Frauke; Wang, Yuanxun und Babey, Susan (2013): Assessing the Measurement Error Properties of Interviewer Observations of Neighbourhood Characteristics. In: Journal of the Royal Statistical Society (Series A), Bd. 176, Nr. 1: S. 227-249

Conrad, Frederick; Broome, Jessica; Benkí, Jose; Kreuter, Frauke; Gorves, Robert; Vannette, David und McClain, Colleen (2013): Interviewer Speech and the Success of Survey Invitations. In: Journal of the Royal Statistical Society (Series A), Bd. 176, Nr. 1: S. 191-210

Couper, Mick P. und Kreuter, Frauke (2013): Using Paradata to Explore Item-Level Response Times in Surveys. In: Journal of the Royal Statistical Society (Series A), Bd. 176, Nr. 1: S. 271-286

Eckman, Stephanie und Kreuter, Frauke (2013): Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing. In: Sociological Methods and Research, Bd. 42, Nr. 2: S. 264-293

Kreuter, Frauke (2013): Discussion. In: Journal of Official Statistics, Bd. 29, Nr. 1: S. 165-169

Kreuter, Frauke (2013): Facing the Nonresponse Challenge. In: The ANNALS of the American Academy of Political and Social Science January, Bd. 645, Nr. 1: S. 23-25

Kreuter, Frauke; Müller, Gerrit und Trappmann, Mark (2013): A Note on Mechanisms Leading to Lower Data Quality of Late or Reluctant Respondents. In: Sociological Methods and Research

Sakshaug, Joseph W.; Tutz, Valerie und Kreuter, Frauke (2013): Factors Affecting Consent to Linkage with Administrative Data. In: Survey Research Methods, Bd. 7, Nr. 2: S. 133-144

Sinibaldi, Jennifer; Durrant, Gabriele und Kreuter, Frauke (2013): Evaluating the Measurement Error of Interviewer Observed Paradata. In: Public Opinion Quarterly, Bd. 77, Nr. S1: S. 173-193

Yan, Ting; Kreuter, Frauke und Tourangeau, Roger (2012): Evaluating Survey Questions: A Comparison of Methods. In: Journal of Official Statistics, Bd. 28, Nr. 4: S. 503-529

Sakshaug, Joseph W. und Kreuter, Frauke (2012): Assessing the Magnitude of Non-Consent Biases in Linked Survey and Administrative Data. In: Survey Research Methods, Bd. 6, Nr. 2: S. 113-122

Tourangeau, Roger; Kreuter, Frauke und Eckman, Stephanie (2012): Motivated Underreporting in Screening Interviews. In: Public Opinion Quarterly, Bd. 76, Nr. 3: S. 453-469

Yan, Ting; Kreuter, Frauke und Tourangeau, Roger (2012): Latent Class Analysis of Response Inconsistencies Across Modes of Data Collection. In: Social Science Research, Bd. 41, Nr. 5: S. 1017-1027

Kreuter, Frauke und Olson, Kristen (2011): Multiple auxiliary variables in nonresponse adjustment. In: Sociological Methods and Research, Bd. 40, Nr. 2: S. 311-332

Kreuter, Frauke; McCullock, Susan; Presser, Stanley und Tourangeau, Roger (2011): The effects of asking filter questions in interleafed versus grouped format. In: Sociological Methods and Research, Bd. 40, Nr. 1: S. 88-104

Eckman, Stephanie und Kreuter, Frauke (2011): Confirmation bias in housing unit listing. In: Public Opinion Quarterly, Bd. 75, Nr. 1: S. 139-150

Blom, Annelies und Kreuter, Frauke (2011): Preface. In: Journal of Official Statistics, Bd. 27, Nr. 2: S. 151-152

Sakshaug, Joseph W. und Kreuter, Frauke (2011): Using paradata and other auxiliary data to examine mode switch nonresponse in a "recruit-and-switch" telephone survey. In: Journal of Official Statistics, Bd. 27, Nr. 2: S. 339-357

Kern, Christoph; Bach, Ruben; Mautner, Hannah und Kreuter, Frauke : When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. In: ACM Journal on Responsible Computing, Bd. 1, Nr. 4, 24 [PDF, 4MB]

Paper

Beck, Jacob ORCID logoORCID: https://orcid.org/0000-0002-7587-7064; Eckman, Stephanie ORCID logoORCID: https://orcid.org/0000-0002-8577-4085; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2025): Bias in the Loop: How Humans Evaluate AI-Generated Suggestions. [PDF, 2MB]

Eckman, Stephanie; Ma, Bolei; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Chew, Rob; Plank, Barbara und Kreuter, Frauke (2025): Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR). ArXiv

Fischer-Abaigar, Unai; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 und Kreuter, Frauke (Juli 2024): The Missing Link: Allocation Performance in Causal Machine Learning.

Buchbeitrag

Kreuter, Frauke (2013): Paradata in the Total Survey Error Framework. Improving Surveys with Paradata: Introduction. In: Kreuter, Frauke (Hrsg.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. S. 1-9

Kreuter, Frauke und Olson, Kristen (2013): Paradata for Nonresponse Investigation. In: Kreuter, Frauke (Hrsg.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. S. 11-42

Kreuter, Frauke (2011): Response 1 to Biemer and Berzofsky's chapter: Some issues in the application of latent class models for questionnaire design. In: Madans, Jennifer; Miller, Kristen; Maitland, Aaron und Willis, Gordon (Hrsg.): Question evaluation methods: Contributing to the Science of Data Quality. Chichester: Wiley. S. 187-197

Konferenzbeitrag

Eckman, Stephanie; Ma, Bolei; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0002-9699-9255; Chew, Rob; Plank, Barbara und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2025): Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication. 4th Workshop on Perspectivist Approaches to NLP, Suzhou, China, 8. November 2025. Abercrombie, Gavin; Basile, Valerio; Frenda, Simona; Tonelli, Sara und Dudy, Shiran (Hrsg.): In: Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP, Kerrville: Association for Computational Linguistics. S. 100-110 [PDF, 138kB]

Kappenberger, Jakob; Strasser Ceballos, Clara; Gerdon, Frederic; Szafran, Daria; Rupp, Florian; Eckert, Kai; Stuckenschmidt, Heiner; Bach, Ruben; Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (2025): Unintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany. AIES-25: Eighth AAAI/ACM Conference on AI, Ethics, and Society, Madrid, Spain, 20. - 22. Oktober 2025. Burton, Emanuelle; Mattei, Nicholas und Páez, Andrés (Hrsg.): In: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society (AIES-25) - Main Track II, Bd. 8, Nr. 2 Washington: The AAAI Press. S. 1375-1387

Kaufmann, Timo ORCID logoORCID: https://orcid.org/0000-0001-5193-8574; Ball, Sarah; Beck, Jakob; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Kreuter, Frauke (22. September 2023): On the challenges and practices of reinforcement learning from real human feedback. First ECMLPKDD Workshop on Hybrid Human-Machine Learning and Decision Making, Turin, Italy, 22. September 2023. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer Cham. [Forthcoming] [PDF, 1MB]

Beck, Jacob ORCID logoORCID: https://orcid.org/0000-0002-7587-7064; Eckman, Stephanie ORCID logoORCID: https://orcid.org/0000-0002-8577-4085; Chew, Rob ORCID logoORCID: https://orcid.org/0000-0002-6979-1766 und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2022): Improving Labeling Through Social Science Insights: Results and Research Agenda. 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 – July 1, 2022. In: HCI International 2022 – Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence. 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings, Lecture Notes in Computer Science Bd. 13518 Cham, Switzerland: Springer. S. 245-261

West, Brady T. und Kreuter, Frauke (2011): Observational strategies associated with increased accuracy on interviewer observations - evidence from the National Survey of Family Growth. . In: Proceedings of the Survey Research Methods Section, Bd. 13

Andere

Simson, Jan ORCID logoORCID: https://orcid.org/0000-0002-9406-7761; Fabris, Alessandro; Fröhner, Cosima; Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (2025): Bias Begins with Data: The FairGround Corpus for Robust and Reproducible Research on Algorithmic Fairness. [PDF, 1MB]

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