Publikationen: Kompetenzzentrum Empirische Methoden (KEM)
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Evaluation des Teilhabechancengesetzes - Abschlussbericht
Achatz, Juliane, Frank Bauer, Jenny Bennett, Nadja Bömmel, Mustafa Coban, Martin Dietz, Kathrin Englert, Philipp Fuchs, Jan F. C. Gellermann, Claudia Globisch, Sebastian Hülle, Zein Kasrin, Peter Kupka, Anton Nivorozhkin, Christopher Osiander, Laura Pohlan, Markus Promberger, Miriam Raab, Philipp Ramos Lobato, Brigitte Schels, Maximilian Schiele, Mark Trappmann, Stefan Tübbicke, Claudia Wenzig, Joachim Wolff, Stefan Zins & Cordula Zabel (2024): Evaluation des Teilhabechancengesetzes - Abschlussbericht. (IAB-Forschungsbericht 04/2024), Nürnberg, 331 S. DOI:10.48720/IAB.FB.2404
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A data-driven approach to understanding non-response and restoring sample representativeness in the UK Next Steps cohort
Silverwood, Richard J., Lisa Calderwood, Morag Henderson, Joseph W. Sakshaug & George B. Ploubidis (2024): A data-driven approach to understanding non-response and restoring sample representativeness in the UK Next Steps cohort. In: Longitudinal and life course studies, Jg. 15, H. 2, S. 227-250. DOI:10.1332/17579597y2024d000000010
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The Role of Hyperparameters in Machine Learning Models and How to Tune them
Arnold, Christian, Luka Biedebach, Andreas Küpfer & Marcel Neunhoeffer (2024): The Role of Hyperparameters in Machine Learning Models and How to Tune them. In: Political Science Research and Methods, Jg. 12, H. 4, S. 841-848. DOI:10.1017/psrm.2023.61
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Data quality control in the 6th wave of the IAB-BAMF-SOEP Survey of Refugees, samples M3-M6
Schwanhäuser, Silvia & Lukas Olbrich (2024): Data quality control in the 6th wave of the IAB-BAMF-SOEP Survey of Refugees, samples M3-M6. (SOEP Survey Papers 1334: Series C - Data Documentations), Berlin, 7 S.
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Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten
Drechsler, Jörg & Hannah Pauly (2024): Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten. In: Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, Jg. 67, S. 164-170. DOI:10.1007/s00103-023-03820-2
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Assessing and Improving Data Quality in Linked Panel Surveys - With a Focus on Panel and Linkage Consent (Bias)
Hülle, Sebastian (2024): Assessing and Improving Data Quality in Linked Panel Surveys - With a Focus on Panel and Linkage Consent (Bias). Bielefeld, 197 S. DOI:10.4119/unibi/2992206
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Panel Lebensqualität und Teilhabe - Feld- und Methodenbericht der Welle 2
Hülle, Sebastian, Nadja Bömmel, Mustafa Coban, Emma Fössing, Martin Friedrich, Zbignev Gricevic, Zein Kasrin, Rita Kleinemeier, Andreas Meß, Maximilian Schiele, Mark Trappmann, Ute Wagemann, Claudia Wenzig, Joachim Wolff, Cordula Zabel & Stefan Zins (2023): Panel Lebensqualität und Teilhabe - Feld- und Methodenbericht der Welle 2. (IAB-Forschungsbericht 20/2023), Nürnberg, 97 S. DOI:10.48720/IAB.FB.2320
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Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression
Salvatore, Camilla, Silvia Biffignandi, Joseph Sakshaug, Arkadiusz Wiśniowski & Bella Struminskaya (2024): Bayesian Integration of Probability and Nonprobability Samples for Logistic Regression. In: Journal of survey statistics and methodology, Jg. 12, H. 2, S. 458-492. DOI:10.1093/jssam/smad041
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An overview of data protection strategies for individual-level geocoded data
Steffen, Maike, Konstantin Körner & Jörg Drechsler (2023): An overview of data protection strategies for individual-level geocoded data. In: United Nations Economic Commission for Europe (Hrsg.) (2023): UNECE Expert meeting on Statistical Data Confidentiality 2023, S. 1-13.
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Putting knowledge and technology to work: A look at EU innovation output
Bello, Michela, Giulio Caperna, Giacomo Damioli, Oscar Smallenbroek & Maike Steffen (2023): Putting knowledge and technology to work: A look at EU innovation output. (JRC science for policy brief), Luxemburg: Publications Office of the European Union, 4 S.
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Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey
Waldmann, Sophia, Joseph Sakshaug & Alexandru Cernat (2024): Interviewer Effects on the Measurement of Physical Performance in a Cross-National Biosocial Survey. In: Journal of survey statistics and methodology, Jg. 12, H. 4, S. 961-986. DOI:10.1093/jssam/smad031
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The IAB-SMART-Mobility Module: An Innovative Research Dataset with Mobility Indicators Based on Raw Geodata
Zimmermann, Florian, Andreas Filser, Georg-Christoph Haas & Sebastian Bähr (2024): The IAB-SMART-Mobility Module: An Innovative Research Dataset with Mobility Indicators Based on Raw Geodata. In: Jahrbücher für Nationalökonomie und Statistik, Jg. 244, H. 5-6, S. 685-698. DOI:10.1515/jbnst-2023-0051
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FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic
Körner, Konstantin & Mathilde Le Moigne (2023): FDI and onshore task composition: evidence from German firms with affiliates in the Czech Republic. In: Journal for labour market research, Jg. 57. DOI:10.1186/s12651-023-00346-7
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How to improve the substantive interpretation of regression results when the dependent variable is logged
Rittmann, Oliver, Marcel Neunhoeffer & Thomas Gschwend (2025): How to improve the substantive interpretation of regression results when the dependent variable is logged. In: Political Science Research and Methods, Jg. 13, H. 1, S. 203-211. DOI:10.1017/psrm.2023.29
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Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel
König, Corinna & Joseph W. Sakshaug (2023): Nonresponse trends in establishment panel surveys: findings from the 2001–2017 IAB establishment panel. In: Journal for labour market research, Jg. 57. DOI:10.1186/s12651-023-00349-4
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Imputation der rechtszensierten Tagesentgelte für die BeH
Drechsler, Jörg, Johannes Ludsteck & Andreas Moczall (2023): Imputation der rechtszensierten Tagesentgelte für die BeH. (FDZ-Methodenreport 05/2023 (de)), Nürnberg, 25 S. DOI:10.5164/IAB.FDZM.2305.de.v1
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To Link or Synthesize? An Approach to Data Quality Comparison
Smith, Duncan, Mark Elliot & Joseph Sakshaug (2023): To Link or Synthesize? An Approach to Data Quality Comparison. In: Journal of Data and Information Quality, Jg. 15, H. 2, S. 1-20. DOI:10.1145/3580487
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Ethical Considerations for Augmenting Surveys with Auxiliary Data Sources
Struminskaya, Bella & Joseph Sakshaug (2023): Ethical Considerations for Augmenting Surveys with Auxiliary Data Sources. In: Public opinion quarterly, Jg. 87, H. S1, S. 619-633. DOI:10.1093/poq/nfad030
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Augmenting Surveys with Paradata, Administrative Data, and Contextual Data
Sakshaug, Joseph & Bella Struminskaya (2023): Augmenting Surveys with Paradata, Administrative Data, and Contextual Data. In: Public opinion quarterly, Jg. 87, H. S1, S. 475-479. DOI:10.1093/poq/nfad026
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Tracking country innovation performance: The Innovation Output Indicator 2022
Bello, Michela, Giulio Caperna, Giacomo Damioli, Oscar Smallenbroek & Maike Steffen (2023): Tracking country innovation performance: The Innovation Output Indicator 2022. (JRC technical report), Luxemburg: Publications Office of the European Union, 55 S. DOI:10.2760/346938