Under review
Dukic, J., Johann, A., Henninger, M., & Ehlert, U. (under review) Salivary sex steroids in the female reproductive transition phase from pregnancy to postpartum: A longitudinal latent class analysis.
Strobl, C., Rothacher, Y., Theiler, S., & Henninger, M. (under review). Detecting interactions with random forests: A comment on Gries’ words of caution and suggestions for improvement.
Rohde, J., Henninger, M., McEneaney, C., Xiyang, Xu A., Wong, J., Mazzaferro, T., Friedman, O., Rahman, N., Kleim, B. & Brown, A. (under review) Digital self-efficacy training and its effects on self-efficacy and mental health outcome: A randomized controlled trial.
Henninger, M. & Strobl, C. (under review). Local interpretation techniques for machine learning methods: Theoretical background, pitfalls and interpretation of LIME and Shapley values. Preprint.
Fokkema, M., Henninger, M., & Strobl., C (under review). One model may not fit all: Subgroup detection using model-based recursive partitioning.
Recher, D., Rohde, J., Da Poian, J., Henninger, M., Brogli, L., Huber, R., Karlen, W., Lustenberger, C., & Kleim, B. (under review). Targeted memory reactivation during sleep improves emotional memory modulation following imagery rescripting.
Rohde, J., Marciniak, M., Henninger, M., Homann, S., Ries, A., Paersch, C., Friedman, O., Brown, A., & Kleim, B. (under review). Efficacy of a digital self-efficacy training in stressed university students: A randomized control trial. Preprint
Peer-reviewed publications
Ulitzsch, E., Henninger, M., & Meiser, T. (in press). Differences in response-scale usage are ubiquitous in cross-country comparisons and a potential driver of elusive relationships. Nature scientific reports. OSF
Sengewald, M.-A., Henninger, M., Bechtloff, P, & Kubik, V. (in press). Familiengerechte Chancen für eine wissenschaftliche Karriere in der psychologischen Forschung? Eine Bestandsaufnahme zur Vereinbarkeit beruflicher und familiärer Anforderungen im Fachbereich Psychologie mit zielgerichteten Unterstützungsmaßnahmen. [Family-friendly opportunities for a scientific career in psychological research? An inventory of the compatibility of professional and family requirements in the field of psychology with targeted support measures]. OSF
Paersch, C., Recher, D. Schulz, A., Henninger, M., Schlup, B., Künzler, F., Homan, S., Kowatsch, T., Fisher, A., Horn, A., & Kleim, B. (in press). Self-efficacy predicts avoidance in anxiety disorder patients’ daily life and early treatment response during transdiagnostic cognitive behavior therapy. Clinical Psychological Science.
Brandt, H., Henninger, M., Ulitzsch, E., Kleinke, K., & Schäfer, T. (2024). Responsible research assessment in the area of methodological or quantitative research: A comment on Gärtner et al. (2022). Meta-Psychology. doi: 10.15626/MP.2023.3796. Preprint
Zimmer, F., Henninger, M., & Debelak, R. (2023). Sample size planning for complex study designs: A tutorial for the mlpwr package. Behavior Research Methods. https://link.springer.com/article/10.3758/s13428-023-02269-0. Preprint
Rohde, J., Marciniak, M. A., Henninger, M., Homann, S., Ries, A., Paersch, C., Egger, S., Seifritz, E., Brown, A., & Kleim, B. (in press). Investigating relationships between self-efficacy, mood, and anxiety using digital technologies: A randomized controlled trial. JMIR Formative Research. doi: 10.2196/ 45749.
Henninger, M., Plieninger, H., & Meiser, T. (2023). The effect of response formats on response style strength: An experimental comparison. European Journal of Psychological Assessment. doi: 10.1027/ 1015-5759/a000779. Preprint
Henninger, M., Debelak R., Rothacher, Y., & Strobl, C. (2023). Interpretable machine learning for psychological research: Opportunities and pitfalls. Psychological Methods. doi: 10.1037/met0000560. Preprint
Henninger, M., Debelak, R., & Strobl, C. (2023). A new stopping criterion for Rasch trees based on the Mantel-Haenszel effect size measure for differential item functioning. Educational Psychological Measurement, 83, 181-212. doi:10.1177/ 00131644221077135. Preprint
Henninger, M., Meiser, T. (2023). Quality control: Response style modeling. In: Tierney, R.J., Rizvi, F., Erkican, K. (Eds.), International Encyclopedia of Education, Volume 14. Elsevier. https://dx.doi.org/10.1016/B978-0-12-818630-5.10041-7.
Paz Castro, R., Henninger, M., Schaub, M. P., & Salis Gross, C. (2022). Changes in attitudes towards smoking during smoking cessation courses for Turkish- and Albanian-speaking migrants in Switzerland and its association with smoking behavior: A latent change score approach. Frontiers in Psychology, section Health Psychology. doi: 10.3389/fpsyg.2022.1032091
Henninger, M. (2021). A novel Partial Credit extension using varying thresholds to account for response styles. Journal of Educational Measurement, 58, 104-129 doi:10.1111/jedm.12268. Preprint
Henninger, M. & Plieninger, H. (2021). Different styles, different times: How response times can inform our knowledge about the response process in rating scale measurement. Assessment, 28, 1301-1319. doi:10.1177/ 1073191119900003
Henninger, M. & Meiser, T. (2020). Different approaches to modeling response styles in Divide-by-Total Item Response Theory models (Part I): A model integration. Psychological Methods, 25, 560-576. doi: 10.1037/met0000249. Preprint
Henninger, M. & Meiser, T. (2020). Different approaches to modeling response styles in Divide-by-Total Item Response Theory models (Part II): Applications and novel extensions. Psychological Methods, 25, 577-595. doi: 10.1037/met0000268. Preprint
Meiser, T., Plieninger, H., & Henninger, M. (2019). IRTree models with ordinal and multidimensional decision nodes for response styles and trait-based rating responses. British Journal of Mathematical and Statistical Psychology, 72, 201-216. doi:10.1111/bmsp.12158
Frey, D., Henninger, M., Lübke, R., & Kluge, A. (2016). Einführung und konzeptionelle Klärung. In D. Frey (Ed.), Psychologie der Werte: Von Achtsamkeit bis Zivilcourage - Basiswissen aus Psychologie und Philosophie (pp. 1–12). Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/ 978-3-662-48014-4_1
Henninger, M. (2016). Resilienz. in D. Frey (Ed.), Psychologie der Werte: Von Achtsamkeit bis Zivilcourage - Basiswissen aus Psychologie und Philosophie (pp. 157-165). Berlin, Heidelberg: Springer Berlin Heidelberg. doi: 10.1007/ 978-3-662-48014-4_14
Ettlin, F., Bröder, A., & Henninger, M. (2015). A new task format for investigating information search and organization in multi-attribute decisions. Behavior Research Methods, 47, 506-518. doi:10.3758/s13428-014-0482-y