Publikationen: Kompetenzzentrum Empirische Methoden (KEM)
-
Machine learning for occupation coding - a comparison study
Schierholz, Malte & Matthias Schonlau (2021): Machine learning for occupation coding - a comparison study. In: Journal of survey statistics and methodology, Jg. 9, H. 5, S. 1013-1034. DOI:10.1093/jssam/smaa023
-
Nurse Effects on Non-Response in Survey-Based Biomeasures
Cernat, Alexandru, Joseph Sakshaug, Tarani Chandola, James Nazroo & Natalie Shlomo (2021): Nurse Effects on Non-Response in Survey-Based Biomeasures. In: International Journal of Social Research Methodology, Jg. 24, H. 4, S. 487-499. DOI:10.1080/13645579.2020.1832737
-
How effective are enforcement measures for compliance with the minimum wage?
Bossler, Mario, Ursula Jaenichen & Simeon Schächtele (2022): How effective are enforcement measures for compliance with the minimum wage? Evidence from Germany. In: Economic and Industrial Democracy, Jg. 43, H. 2, S. 943-971. DOI:10.1177/0143831X20962193
-
The R Package hmi: A Convenient Tool for Hierarchical Multiple Imputation and Beyond
Speidel, Matthias, Jörg Drechsler & Shahab Jolani (2020): The R Package hmi: A Convenient Tool for Hierarchical Multiple Imputation and Beyond. In: Journal of statistical software, Jg. 95, H. 9, S. 1-48. DOI:10.18637/jss.v095.i09
-
Linking Surveys with Big Data
Sakshaug, Joseph (2020): Linking Surveys with Big Data. Issues of Consent. In: B. Klumpe, J. Schröder & M. Zwick (Hrsg.) (2020): Qualität bei zusammengeführten Daten - Befragungsdaten, Administrative Daten, neue digitale Daten: Miteinander besser?, Wiesbaden, Springer VS S. 163-173. DOI:10.1007/978-3-658-31009-7_12
-
Data linkage
Antoni, Manfred & Joseph Sakshaug (2020): Data linkage. In: P. A. Atkinson, A. Cernat, S. Delamont, J. Sakshaug & R. A. Williams (Eds.) (2020): SAGE Research Methods foundations, S. 1-18. DOI:10.4135/9781526421036931838
-
TippingSens: An R Shiny Application to Facilitate Sensitivity Analysis for Causal Inference Under Confounding
Haensch, Anna-Carolina, Jörg Drechsler & Sarah Bernhard (2020): TippingSens: An R Shiny Application to Facilitate Sensitivity Analysis for Causal Inference Under Confounding. (IAB-Discussion Paper 29/2020), Nürnberg, 39 S.
-
Secure Matrix Computation: A Viable Alternative to Record Linkage?
Drechsler, Jörg & Benjamin Klein (2020): Secure Matrix Computation: A Viable Alternative to Record Linkage? In: J. Domingo-Ferrer & K. Muralidhar (Hrsg.) (2020): Privacy in Statistical Databases, Cham, S. 240-254. DOI:10.1007/978-3-030-57521-2_17
-
Applying data synthesis for longitudinal business data across three countries
Alam, M. Jahangir, Benoit Dostie, Jörg Drechsler & Lars Vilhuber (2020): Applying data synthesis for longitudinal business data across three countries. In: Statistics in transition, Jg. 21, H. 4, S. 212-236. DOI:10.21307/stattrans-2020-039
-
Combining Active and Passive Mobile Data Collection: A Survey of Concerns
Keusch, Florian, Bella Struminskaya, Frauke Kreuter & Martin Weichbold (2020): Combining Active and Passive Mobile Data Collection: A Survey of Concerns. In: C. A. Hill, P. P. Biemer, T. D. Buskirk, L. Japec, A. Kirchner, S. Kolenikov & L. E. Lyberg (Eds.) (2020): Big Data Meets Survey Science: A Collection of Innovative Methods, New York, Wiley S. 657-682. DOI:10.1002/9781118976357.ch22
-
Effects of incentives in smartphone data collection
Haas, Georg-Christoph, Frauke Kreuter, Florian Keusch, Mark Trappmann & Sebastian Bähr (2020): Effects of incentives in smartphone data collection. In: C.A. Hill, P.P. Biemer, T. Buskirk, L. Japec, A. Kirchner, S. Kolenikov & L.E. Lyberg (Eds.) (2020): Big Data Meets Survey Science, S. 387-414. DOI:10.1002/9781118976357.ch13
-
Measuring the Strength of Attitudes in Social Media Data
Amaya, Ashley, Ruben L. Bach, Frauke Kreuter & Florian Keusch (2020): Measuring the Strength of Attitudes in Social Media Data. In: C.A. Hill, P.P. Biemer, T. Buskirk, L. Japec, A. Kirchner, S. Kolenikov & L.E. Lyberg (Eds.) (2020): Big Data Meets Survey Science: A Collection of Innovative Methods, S. 163-192. DOI:10.1002/9781118976357.ch5
-
Acceptability of app-based contact tracing for COVID-19: Cross-country survey evidence
Altmann, Samuel, Luke Milsom, Hannah Zillessen, Raffaele Blasone, Frederic Gerdon, Ruben L. Bach, Frauke Kreuter, Daniele Nosenzo, Severine Toussaert & Johannes Abeler (2020): Acceptability of app-based contact tracing for COVID-19: Cross-country survey evidence. In: JMIR mhealth and uhealth, Jg. 8, H. 8, S. 1-9. DOI:10.2196/19857
-
Business Data Collection Methodology: Current State and Future Outlook
Bavdaž, Mojca, Ger Snijkers, Joseph Sakshaug, Türknur Brand, Gustav Haraldsen, Bilal Kurban, Paulo Saraiva & Diane K. Willimack (2020): Business Data Collection Methodology: Current State and Future Outlook. In: Statistical Journal of the IAOS, Jg. 36, H. 3, S. 741-756. DOI:10.3233/SJI-200623
-
Missing Data and Other Measurement Quality Issues in Mobile Geolocation Sensor Data
Bähr, Sebastian, Georg-Christoph Haas, Florian Keusch, Frauke Kreuter & Mark Trappmann (2022): Missing Data and Other Measurement Quality Issues in Mobile Geolocation Sensor Data. In: Social science computer review, Jg. 40, H. 1, S. 212-235. DOI:10.1177/0894439320944118
-
Mental distress during the COVID-19 pandemic among US adults without a pre-existing mental health condition: Findings from American trend panel survey
Holingue, Calliope, Elena Badillo-Goicoechea, Kira E. Riehm, Cindy B. Veldhuis, Johannes Thrul, Renee M. Johnson, M. Daniele Fallin, Frauke Kreuter, Elizabeth A. Stuart & Luther G. Kalb (2020): Mental distress during the COVID-19 pandemic among US adults without a pre-existing mental health condition: Findings from American trend panel survey. In: Preventive Medicine, Jg. 139, S. 1-8. DOI:10.1016/j.ypmed.2020.106231
-
Associations Between Media Exposure and Mental Distress Among U.S. Adults at the Beginning of the COVID-19 Pandemic
Riehm, Kira E., Calliope Holingue, Luther G. Kalb, Daniel Bennett, Arie Kapteyn, Qin Jiang, Cindy B. Veldhuis, Renee M. Johnson, M. Daniele Fallin, Frauke Kreuter, Elizabeth A. Stuart & Johannes Thrul (2020): Associations Between Media Exposure and Mental Distress Among U.S. Adults at the Beginning of the COVID-19 Pandemic. In: American Journal of Preventive Medicine, Jg. 59, H. 5, S. 630-638. DOI:10.1016/j.amepre.2020.06.008
-
The Impact of Nurse Continuity on Biosocial Survey Participation
Cernat, Alexandru & Joseph Sakshaug (2020): The Impact of Nurse Continuity on Biosocial Survey Participation. In: Survey Methods: Insights from the Field, S. 1-14. DOI:10.13094/SMIF-2020-00010
-
Considering interviewer and design effects when planning sample sizes
Zins, Stefan & Jan Pablo Burgard (2020): Considering interviewer and design effects when planning sample sizes. In: Survey Methodology, Jg. 46, H. 1, S. 93-119.
-
Impacts of the COVID-19 Pandemic on Labor Market Surveys at the German Institute for Employment Research
Sakshaug, Joseph, Jonas Beste, Mustafa Coban, Tanja Fendel, Georg-Christoph Haas, Sebastian Hülle, Yuliya Kosyakova, Corinna König, Frauke Kreuter, Benjamin Küfner, Bettina Müller, Christopher Osiander, Silvia Schwanhäuser, Gesine Stephan, Ehsan Vallizadeh, Marieke Volkert, Claudia Wenzig, Christian Westermeier, Cordula Zabel & Stefan Zins (2020): Impacts of the COVID-19 Pandemic on Labor Market Surveys at the German Institute for Employment Research. In: Survey research methods, Jg. 14, H. 2, S. 229-233. DOI:10.18148/srm/2020.v14i2.7743