Publications

Henninger, M., & Strobl, C. (2024). Local interpretation techniques for machine learning methods: Theoretical background, pitfalls and interpretation of LIME and shapley values. In PsyArXiv.

[bib] [url]

    @unpublished{HenStr:2024:PArX,
    	title            = {{L}ocal interpretation techniques for machine learning methods: {T}heoretical background, pitfalls and interpretation of LIME and Shapley values},
    	author           = {Henninger, Mirka and Strobl, Carolin},
    	journal          = {PsyArXiv},
    	year             = {2024},
    	url              = {https://osf.io/preprints/psyarxiv/3svb2},
    	note             = {under review},
    }

Paersch, C., Recher, D., Schulz, A., Henninger, M., Schlup, B., Künzler, F., Homan, S., Kowatsch, T., Fisher, A., Horn, A., & Kleim, B. (2024). Self-efficacy effects on symptom experiences in daily life and early treatment success in anxiety patients. In Clinical Psychological Science.

[bib]

    @unpublished{PaeRecSch:2024:CPS,
    	title            = {{S}elf-efficacy effects on symptom experiences in daily life and early treatment success in anxiety patients},
    	author           = {Paersch, Christina and Recher, Dominique and Schulz, Ava and Henninger, Mirka and Schlup, Barbara and Künzler, Florian and Homan, Stephanie and Kowatsch, Tobias and Fisher, Aaron and Horn, Andreas and Kleim, Birgit},
    	journal          = {Clinical Psychological Science},
    	year             = {2024},
    	note             = {in press},
    }

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). In Meta-Psychology.

[bib] [url]

    @unpublished{BraHenUli:2024:MP,
    	title            = {{R}esponsible research assessment in the area of methodological or quantitative research: {A} comment on {G}ärtner et al. (2022)},
    	author           = {Brandt, Holger and Henninger, Mirka and Ulitzsch, Esther and Kleinke, Kristian and Schäfer, Thomas},
    	journal          = {Meta-Psychology},
    	year             = {2024},
    	url              = {https://osf.io/qjyh6},
    	note             = {in press},
    }

Rohde, J., Marciniak, M. A., Henninger, M., Homan, S., Paersch, C., Egger, S. T., Seifritz, E., Brown, A. D., & Kleim, B. (2023). Investigating relationships among self-efficacy, mood, and anxiety using digital technologies: Randomized controlled trial. Journal of Medical Internet Research Formative Research, 7, e45749.

[bib] [doi:10.2196/45749] [url]

    @article{RohMarHen:2023:JMIR,
    	title            = {{I}nvestigating Relationships Among Self-Efficacy,  Mood,  and Anxiety Using Digital Technologies: {R}andomized Controlled Trial},
    	author           = {Rohde,  Judith and Marciniak,  Marta Anna and Henninger,  Mirka and Homan,  Stephanie and Paersch,  Christina and Egger,  Stephan T and Seifritz,  Erich and Brown,  Adam D and Kleim,  Birgit},
    	journal          = {Journal of Medical Internet Research Formative Research},
    	volume           = {7},
    	pages            = {e45749},
    	year             = {2023},
    	doi              = {10.2196/45749},
    	url              = {http://dx.doi.org/10.2196/45749},
    	issn             = {2561-326X},
    }

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 and Psychological Measurement, 83(1), 181–212.

[bib] [doi:10.1177/00131644221077135] [url]

    @article{HenDebStr:2023:EPM,
    	title            = {{A} New Stopping Criterion for {R}asch Trees Based on the {M}antel-{H}aenszel Effect Size Measure for Differential Item Functioning},
    	author           = {Henninger, Mirka and Debelak, Rudolf and Strobl, Carolin},
    	journal          = {Educational and Psychological Measurement},
    	volume           = {83},
    	number           = {1},
    	pages            = {181--212},
    	year             = {2023},
    	doi              = {10.1177/00131644221077135},
    	url              = {https://journals.sagepub.com/doi/10.1177/00131644221077135},
    }

Henninger, M., Debelak, R., Rothacher, Y., & Strobl, C. (2023). Interpretable machine learning for psychological research: Opportunities and pitfalls. Psychological Methods.

[bib] [doi:10.1037/met0000560] [url]

    @article{HenDebRot:2023:PM,
    	title            = {{I}nterpretable machine learning for psychological research: {O}pportunities and pitfalls.},
    	author           = {Henninger, Mirka and Debelak, Rudolf and Rothacher, Yannick and Strobl, Carolin},
    	journal          = {Psychological Methods},
    	year             = {2023},
    	doi              = {10.1037/met0000560},
    	url              = {https://pubmed.ncbi.nlm.nih.gov/37227894/},
    	issn             = {1082-989X},
    }

Zimmer, F., Henninger, M., & Debelak, R. (2023). Sample size planning for complex study designs: A tutorial for the mlpwr package. Behavior Research Methods.

[bib] [url]

    @article{ZimHenDeb:2023:BRM,
    	title            = {{S}ample Size Planning for Complex Study Designs: {A} Tutorial for the {mlpwr} Package},
    	author           = {Zimmer, Felix and Henninger, Mirka and Debelak, Rudolf},
    	journal          = {Behavior Research Methods},
    	year             = {2023},
    	url              = {https://link.springer.com/article/10.3758/s13428-023-02269-0},
    }

Henninger, M., Plieninger, H., & Meiser, T. (2023). The effect of response formats on response style strength: An experimental comparison. European Journal of Psychological Assessment.

[bib] [doi:10.1027/1015-5759/a000779] [url]

    @article{HenPliMei:2023:EJPA,
    	title            = {{T}he effect of response formats on response style strength: {A}n experimental comparison.},
    	author           = {Henninger, Mirka and Plieninger, Hansj{\"o}rg and Meiser, Thorsten},
    	journal          = {European Journal of Psychological Assessment},
    	year             = {2023},
    	doi              = {10.1027/1015-5759/a000779},
    	url              = {https://econtent.hogrefe.com/doi/10.1027/1015-5759/a000779},
    }

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, 13.

[bib] [doi:10.3389/fpsyg.2022.1032091] [url]

    @article{PazHenSch:2022:FiP,
    	title            = {{C}hanges in attitudes towards smoking during smoking cessation courses for {T}urkish- and {A}lbanian-speaking migrants in {S}witzerland and its association with smoking behavior: {A} latent change score approach},
    	author           = {{Paz Castro}, R and Henninger, Mirka and Schaub, M P and {Salis Gross, C}},
    	journal          = {Frontiers in Psychology},
    	volume           = {13},
    	year             = {2022},
    	doi              = {10.3389/fpsyg.2022.1032091},
    	url              = {https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1032091/full?amp;amp},
    }

Henninger, M., & Meiser, T. (2022). Quality control: Response style modeling. In D. McCaffrey (Ed.), International encyclopedia of education (4th Edition, pp. 331–340). Elsevier.

[bib] [doi:10.1016/B978-0-12-818630-5.10041-7] [url]

    @incollection{HenMei:2022:Els,
    	title            = {{Q}uality Control: {R}esponse Style Modeling},
    	booktitle        = {International Encyclopedia of Education},
    	author           = {Henninger, Mirka and Meiser, Thorsten},
    	editor           = {McCaffrey, Daniel},
    	publisher        = {Elsevier},
    	pages            = {331--340},
    	year             = {2022},
    	doi              = {10.1016/B978-0-12-818630-5.10041-7},
    	url              = {https://www.sciencedirect.com/science/article/pii/B9780128186305100417},
    	edition          = {4th Edition},
    }

Henninger, M. (2021). A novel partial credit extension using varying thresholds to account for response styles. Journal of Educational Measurement, 58(1), 104–129.

[bib] [doi:10.1111/jedm.12268]

    @article{Hen:2021:JoEM,
    	title            = {{A} Novel Partial Credit Extension Using Varying Thresholds to Account for Response Styles},
    	author           = {Henninger, Mirka},
    	journal          = {Journal of Educational Measurement},
    	publisher        = {Wiley Online Library},
    	volume           = {58},
    	number           = {1},
    	pages            = {104--129},
    	year             = {2021},
    	doi              = {10.1111/jedm.12268},
    }

Henninger, M., & Meiser, T. (2020). Different approaches to modeling response styles in divide-by-total IRT models (part II): Applications and novel extensions. Psychological Methods, 25(5), 577.

[bib] [doi:10.1037/met0000268]

    @article{HenMei:2020:PM,
    	title            = {{D}ifferent Approaches to Modeling Response Styles in Divide-by-Total {IRT} Models (Part II): {A}pplications and Novel Extensions},
    	author           = {Henninger, Mirka and Meiser, Thorsten},
    	journal          = {Psychological Methods},
    	publisher        = {American Psychological Association},
    	volume           = {25},
    	number           = {5},
    	pages            = {577},
    	year             = {2020},
    	doi              = {10.1037/met0000268},
    }

Henninger, M., & Plieninger, H. (2020). Different styles, different times: How response times can inform our knowledge about the response process in rating scales. Assessment, 1–19.

[bib] [doi:10.1177/1073191119900003]

    @article{HenPli:2020:A,
    	title            = {{D}ifferent Styles, Different Times: {H}ow Response Times Can Inform Our Knowledge About the Response Process in Rating Scales},
    	author           = {Henninger, Mirka and Plieninger, Hansj{\"{o}}rg},
    	journal          = {Assessment},
    	pages            = {1--19},
    	year             = {2020},
    	doi              = {10.1177/1073191119900003},
    }

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 & Statistical Psychology.

[bib] [doi:10.1111/bmsp.12158]

    @article{MeiPliHen:2019:BJoMSP,
    	title            = {{I}RTree  Models With Ordinal and Multidimensional Decision Nodes for Response Styles and Trait-Based Rating Responses},
    	author           = {Meiser, Thorsten and Plieninger, Hansj{\"{o}}rg and Henninger, Mirka},
    	journal          = {British Journal of Mathematical {\&} Statistical Psychology},
    	year             = {2019},
    	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). Springer Berlin Heidelberg.

[bib] [doi:10.1007/978-3-662-48014-4_1]

    @inbook{FreHenLue:2016:Springer,
    	title            = {{Einf{\"u}hrung und konzeptionelle Kl{\"a}rung}},
    	booktitle        = {Psychologie der {W}erte: Von {A}chtsamkeit bis {Z}ivilcourage -- {B}asiswissen aus {P}sychologie und {P}hilosophie},
    	author           = {Frey, Dieter and Henninger, Mirka and L{\"u}bke, Ricarda and Kluge, Anja},
    	editor           = {Frey, Dieter},
    	publisher        = {Springer Berlin Heidelberg},
    	pages            = {1--12},
    	year             = {2016},
    	address          = {Berlin, Heidelberg},
    	doi              = {10.1007/978-3-662-48014-4_1},
    	isbn             = {978-3-662-48014-4},
    }

Henninger, M. (2016). Resilienz. In D. Frey (Ed.), Psychologie der Werte: Von Achtsamkeit bis Zivilcourage – Basiswissen aus Psychologie und Philosophie (pp. 157–165). Springer Berlin Heidelberg.

[bib] [doi:10.1007/978-3-662-48014-4_14]

    @inbook{Hen:2016:Springer,
    	title            = {{Resilienz}},
    	booktitle        = {{Psychologie der Werte: Von Achtsamkeit bis Zivilcourage -- Basiswissen aus {P}sychologie und Philosophie}},
    	author           = {Henninger, Mirka},
    	editor           = {Frey, Dieter},
    	publisher        = {Springer Berlin Heidelberg},
    	pages            = {157--165},
    	year             = {2016},
    	address          = {Berlin, Heidelberg},
    	doi              = {10.1007/978-3-662-48014-4_14},
    	isbn             = {978-3-662-48014-4},
    }

Ettlin, F., Bröder, A., & Henninger, M. (2015). A new task format for investigating information search and organization in multiattribute decisions. Behavior Research Methods, 47, 506–518.

[bib] [doi:10.3758/s13428-014-0482-y]

    @article{EttBrHen:2015:BRM,
    	title            = {{A} New Task Format for Investigating Information Search and Organization in Multiattribute Decisions},
    	author           = {Ettlin, Florence and Br{\"{o}}der, Arndt and Henninger, Mirka},
    	journal          = {Behavior Research Methods},
    	volume           = {47},
    	pages            = {506--518},
    	year             = {2015},
    	doi              = {10.3758/s13428-014-0482-y},
    }

Journal (peer reviewed)	Books	Miscellaneous
Proceedings/Edited volume (peer reviewed)	Software
Invited contributions	Theses