% Publications of Björn Siepe. Generated from data/publications.yml; do not edit.
% https://bsiepe.github.io/publications/

@misc{hamid-ema-forecasting-symptom-networks,
  author = {Hamid, Leema and García-Hernández, Sílvia and Siepe, Björn S. and Gruber, Marius and Repple, Jonathan and Reif, Andreas and Brenner, Manuel},
  title = {Cross-Symptoms Interactions Fail to Predict Future Symptom States Across Four Ecological Momentary Assessment Datasets},
  howpublished = {PsyArXiv},
  year = {2026},
  doi = {10.31234/osf.io/ct9nw_v1}
}

@misc{siepe-osf-licenses-extension,
  author = {Siepe, Björn S. and Heck, Daniel W. and Quintana, Daniel},
  title = {Open research materials need explicit reuse licenses},
  howpublished = {PsyArXiv},
  year = {2026},
  doi = {10.31234/osf.io/4rjg3_v1}
}

@misc{pena-loray-sample-size-institutional-effects,
  author = {Pena Loray, Juan Segundo and Siepe, Björn S. and Hehlmann, Miriam Ina and Deisenhofer, Anne-Katharina and Wester, Robin Anno and Rubel, Julian},
  title = {Beyond Rules of Thumb: Empirical Sample Size Requirements for Detecting Institutional Effects in the Context of Therapist Effects},
  howpublished = {PsyArXiv},
  year = {2026},
  doi = {10.31234/osf.io/gswc9_v1}
}

@article{siepe-dynamic-network-features-treatment-selection,
  author = {Siepe, Björn S. and Kloft, Matthias and Zhang, Yong and Petersen, Fridtjof and Bringmann, Laura F. and Heck, Daniel W.},
  title = {Using features of dynamic networks to guide treatment selection and outcome prediction: The central role of uncertainty},
  journal = {Psychological Methods},
  year = {2026},
  doi = {10.1037/met0000872}
}

@article{vogelsmeier-careless-responding-ema,
  author = {Vogelsmeier, Leonie V. D. E. and Siepe, Björn S. and Ulitzsch, Esther and Eisele, Gudrun and Geeraerts, Joran and Klocek, Adam and Proppert, Ricarda K. K. and Rieble, Carlotta L. and Tutunji, Rayyan and Dejonckheere, Egon and Kuppens, Peter and Fried, Eiko I.},
  title = {Identifying careless responding in ecological momentary assessment: Inconsistent signals from different detection methods in the WARN-D data},
  journal = {Psychological Methods},
  year = {2026},
  doi = {10.1037/met0000845}
}

@article{siepe-openesm,
  author = {Siepe, Björn S. and Haslbeck, Jonas M. B. and Kloft, Matthias and Büchner, Anabel and Zhang, Yong and Fried, Eiko I. and Heck, Daniel W.},
  title = {Introducing openESM: A database of openly available experience sampling datasets},
  journal = {Behavior Research Methods},
  year = {2026},
  volume = {58},
  number = {8},
  pages = {240},
  doi = {10.3758/s13428-026-03112-y}
}

@article{haslbeck-model-checking-var,
  author = {Haslbeck, Jonas and Jongerling, Joran and Siepe, Björn S. and Epskamp, Sacha and Waldorp, Lourens},
  title = {Model Checking for Vector Autoregressive Models},
  journal = {Psychological Methods},
  year = {2026},
  doi = {10.1037/met0000855}
}

@misc{siepe-preregister-simulation-study,
  author = {Siepe, Björn S. and Bartoš, František and Boulesteix, Anne-Laure and Heck, Daniel W. and Peikert, Aaron and Sarafoglou, Alexandra and Pawel, Samuel},
  title = {Why, when, and how to (or not to) preregister a simulation study},
  howpublished = {PsyArXiv},
  year = {2026},
  doi = {10.31234/osf.io/cxjrb_v1}
}

@misc{huth-social-connection-loneliness,
  author = {Huth, Karoline and Wijnen, Senne Maria Catharina Elisabeth and Skjerdingstad, Nora and Bartoš, František and Finnemann, Adam and Ebrahimi, Omid V. and Siepe, Björn S. and Steijvers, Lisanne Catharina Johanna and van Bilsen, Céline and Bosma, Hans and Schumacher, Lea and Dukers-Muijrers, Nicole},
  title = {Social connection features predicting loneliness: A longitudinal, interpretable machine-learning analysis},
  howpublished = {PsyArXiv},
  year = {2026},
  doi = {10.31234/osf.io/mt76k_v1}
}

@misc{bartos-living-synthetic-benchmarks,
  author = {Bartoš, František and Pawel, Samuel and Siepe, Björn S.},
  title = {Living synthetic benchmarks: A neutral and cumulative framework for simulation studies},
  howpublished = {arXiv},
  year = {2025},
  doi = {10.48550/arXiv.2510.19489}
}

@misc{pfadt-methodological-metamorphosis,
  author = {Pfadt, Julius M. and Bartoš, František and Godmann, Henrik R. and Waaijers, Meike and Groot, Laura and Heo, Ihnwhi and Mensink, Lotte and Nak, Jason and De Ruiter, Jan Peter and Sarafoglou, Alexandra and Siepe, Björn S. and Arena, Giuseppe and Akrong, Emma and Aust, Frederik and van den Bergh, Don and Brenner, Wilhelmine and Doekemeijer, Roos Arwen and Donzallaz, Michelle C. and van Doorn, Johnny and Echevarria, Nicolas Ormeno and Finnemann, Adam and Geller, Gali and Hato, Tuğba and Koskinen, Emily and Krijgsman, Bruny and Kulbe, Lars and Lüken, Malte and Marsman, Maarten and Ott, Vincent L. and Pawel, Samuel and Piestrak, Olga and de Ron, Jill and Sekulovski, Nikola and Serry, Marlene and Stefanów, Alan and Stevenson, Niek and Sadowski, Bartek and Sopuch, Míra and Vasileiou, Antreas and Visser, Ingmar and Völler, Marcell and Wiechert, Sera and de Wit, Kay and Wuth, Julian and Wagenmakers, Eric-Jan},
  title = {A methodological metamorphosis: The rapid rise of Bayesian inference and open science practices in psychology},
  howpublished = {PsyArXiv},
  year = {2025},
  doi = {10.31234/osf.io/ck3js_v1}
}

@article{hehlmann-affect-dynamics-treatment-outcome,
  author = {Hehlmann, Miriam I. and Siepe, Björn S. and Mink, Fabienne and Peña Loray, Juan Segundo and Gomez Penedo, Juan Martín and Fritz, Jessica and Moggia, Danilo and Rubel, Julian A. and Lutz, Wolfgang},
  title = {Exploring the predictive value of different affect dynamics for psychological treatment outcome},
  journal = {Psychological Assessment},
  year = {2025},
  volume = {37},
  number = {11},
  pages = {656--669},
  doi = {10.1037/pas0001384}
}

@article{kloft-interval-consensus-model,
  author = {Kloft, Matthias and Siepe, Björn S. and Heck, Daniel W.},
  title = {The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses},
  journal = {Psychometrika},
  year = {2025},
  volume = {91},
  number = {1},
  pages = {199--222},
  doi = {10.1017/psy.2025.10058}
}

@article{pawel-missingness-simulation-studies,
  author = {Pawel, Samuel and Bartoš, František and Siepe, Björn S. and Lohmann, Anna},
  title = {Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations},
  journal = {The American Statistician},
  year = {2025},
  volume = {80},
  number = {1},
  pages = {31--48},
  doi = {10.1080/00031305.2025.2540002}
}

@article{siepe-ema-passive-sensors,
  author = {Siepe, Björn S. and Tutunji, Rayyan and Rieble, Carlotta L. and Proppert, Ricarda K. K. and Fried, Eiko I.},
  title = {Associations between ecological momentary assessment and passive sensor data in a large student sample},
  journal = {Journal of Psychopathology and Clinical Science},
  year = {2025},
  volume = {134},
  number = {8},
  pages = {912--925},
  doi = {10.1037/abn0001013}
}

@article{siepe-multiverse-dynamic-networks,
  author = {Siepe, Björn S. and Heck, Daniel W.},
  title = {Multiverse analysis for dynamic network models: Investigating the influence of plausible alternative modeling choices},
  journal = {Methodology},
  year = {2025},
  volume = {21},
  number = {2},
  pages = {123--143},
  doi = {10.5964/meth.15665}
}

@article{cloos-visual-analog-scales,
  author = {Cloos, Leonie and Siepe, Björn S. and Piccirillo, Marilyn L. and Fried, Eiko and Wang, Shirley B. and Helmich, Marieke A. and Johnson, Sverre Urnes and Hoffart, Asle and Ebrahimi, Omid V.},
  title = {Accuracy and Consistency of Visual Analog Scales in Ecological Momentary Assessment and Digital Studies},
  journal = {Collabra: Psychology},
  year = {2025},
  volume = {11},
  number = {1},
  pages = {142735},
  doi = {10.1525/collabra.142735}
}

@article{siepe-understanding-ema-data,
  author = {Siepe, Björn S. and Rieble, Carlotta L. and Tutunji, Rayyan and Rimpler, Aljoscha and März, Julius and Proppert, Ricarda K. K. and Fried, Eiko I.},
  title = {Understanding Ecological-Momentary-Assessment Data: A Tutorial on Exploring Item Performance in Ecological-Momentary-Assessment Data},
  journal = {Advances in Methods and Practices in Psychological Science},
  year = {2025},
  volume = {8},
  number = {1},
  pages = {25152459241286877},
  doi = {10.1177/25152459241286877}
}

@incollection{freeborn-language-learning-temporal-networks,
  author = {Freeborn, Lani and Siepe, Björn S.},
  title = {Unravelling the dynamics of language learning: Insights from temporal network analysis},
  booktitle = {Research Methods in CDST Approaches to SLD},
  editor = {Lowie, Wander and {Rosmawati} and De Wilde, Vanessa},
  publisher = {John Benjamins Publishing Company},
  series = {Research Methods in Applied Linguistics},
  year = {2025},
  volume = {14},
  pages = {143--166},
  doi = {10.1075/rmal.14.08fre}
}

@techreport{siepe-robustness-reproduction-cox,
  author = {Siepe, Björn S. and Kloft, M. and Aktepe, S. C. and Heck, D. W.},
  title = {A Robustness Reproduction of Cox et al. (2023)},
  institution = {I4R Discussion Paper Series},
  number = {196},
  year = {2025},
  url = {https://hdl.handle.net/10419/308794}
}

@article{siepe-simulation-studies-template,
  author = {Siepe, Björn S. and Bartoš, František and Morris, Tim P. and Boulesteix, Anne-Laure and Heck, Daniel W. and Pawel, Samuel},
  title = {Simulation Studies for Methodological Research in Psychology: A Standardized Template for Planning, Preregistration, and Reporting},
  journal = {Psychological Methods},
  year = {2024},
  doi = {10.1037/met0000695}
}

@article{siepe-bayesian-idiographic-networks,
  author = {Siepe, Björn S. and Kloft, Matthias and Heck, Daniel W.},
  title = {Bayesian Estimation and Comparison of Idiographic Network Models},
  journal = {Psychological Methods},
  year = {2024},
  doi = {10.1037/met0000672}
}

@article{siepe-time-varying-networks-depression,
  author = {Siepe, Björn S. and Sander, Christian and Schultze, Martin and Kliem, Andreas and Ludwig, Sascha and Hegerl, Ulrich and Reich, Hanna},
  title = {Time-Varying Network Models for the Temporal Dynamics of Depressive Symptomatology in Patients With Depressive Disorders: Secondary Analysis of Longitudinal Observational Data},
  journal = {JMIR Mental Health},
  year = {2024},
  volume = {11},
  pages = {e50136},
  doi = {10.2196/50136}
}

@article{westhoff-psychological-flexibility-daily-lives,
  author = {Westhoff, Marlon and Heshmati, Saida and Siepe, Björn S. and Vogelbacher, Christoph and Ciarrochi, Joseph and Hayes, Steven C. and Hofmann, Stefan G.},
  title = {Psychological flexibility and cognitive-affective processes in young adults' daily lives},
  journal = {Scientific Reports},
  year = {2024},
  volume = {14},
  number = {1},
  pages = {8182},
  doi = {10.1038/s41598-024-58598-3}
}

@article{langener-preregistering-passive-smartphone,
  author = {Langener, Anna M. and Siepe, Björn S. and Elsherif, Mahmoud and Niemeijer, Koen and Andresen, Pia K. and Akre, Samir and Bringmann, Laura F. and Cohen, Zachary D. and Choukas, Nathaniel R. and Drexl, Konstantin and Fassi, Luisa and Green, James and Hoffmann, Tabea and Jagesar, Raj R. and Kas, Martien J. H. and Kurten, Sebastian and Schoedel, Ramona and Stulp, Gert and Turner, Georgia and Jacobson, Nicholas C.},
  title = {A Template and Tutorial for Preregistering Studies Using Passive Smartphone Measures},
  journal = {Behavior Research Methods},
  year = {2024},
  volume = {56},
  number = {8},
  pages = {8289--8307},
  doi = {10.3758/s13428-024-02474-5}
}

@article{rimpler-fred,
  author = {Rimpler, Aljoscha and Siepe, Björn S. and Rieble, Carlotta L. and Proppert, Ricarda K. K. and Fried, Eiko I.},
  title = {Introducing FRED: Software for Generating Feedback Reports for Ecological Momentary Assessment Data},
  journal = {Administration and Policy in Mental Health and Mental Health Services Research},
  year = {2024},
  volume = {51},
  number = {4},
  pages = {490--500},
  doi = {10.1007/s10488-023-01324-4}
}

@article{talia-attachment-group-psychotherapy,
  author = {Talia, Alessandro and Georg, Anna and Siepe, Björn S. and Gullo, Salvatore and Miller-Bottome, Madeleine and Volkert, Jana and Neukel, Corinne and Kaess, Michael and Bempohl, Felix and Herpertz, Sabine C. and Taubner, Svenja},
  title = {An exploratory study on how attachment classifications manifest in group psychotherapy},
  journal = {Research in Psychotherapy: Psychopathology, Process and Outcome},
  year = {2022},
  volume = {25},
  number = {3},
  pages = {286--298},
  doi = {10.4081/ripppo.2022.653}
}

@incollection{talia-bindungsmuster-psychotherapie,
  author = {Talia, A. and Siepe, Björn S.},
  title = {Von der Wiege bis in den Behandlungsraum: Zur Manifestation von Bindungsmustern in der Psychotherapie},
  booktitle = {Bindung und psychische Störungen: Ursachen, Behandlung und Prävention},
  editor = {{Brisch}},
  publisher = {Klett Cotta},
  year = {2021},
  pages = {230--247},
  doi = {10.5771/9783608204346-230},
  langid = {german}
}