Prof. Dr. Axel Mayer

• 2024; Latente Mehrebenen­Strukturgleichungsmodelle für experimentelle Designs mit Maximum Like­lihood und Bayesianischen Methoden (MSEM-EX); Mayer, Axel; Deutsche Forschungsgemeinschaft
  
• 2022; Risikofaktoren von tumor-assoziierter Fati­gue bei Patienten mit Hodgkin Lymphom; Mayer, Axel; Stiftungen
  
• 2021; Messwiederholungs-ANOVA mit latenten Variablen: Ein neuer Ansatz basierend auf Strukturgleichungsmodellen; Mayer, Axel; Deutsche Forschungsgemeinschaft
  

• Bader M, Columbus S, Zettler I, Mayer A. Developing, evaluating, and interpreting personality state measures: A framework based on the revised latent state-trait theory. European Journal of Personality. 2024.
• Rahm T, Oberlehberg N, Mayer A. Teaching happiness to students - implementation and evaluation of a program aiming at promoting wellbeing in elementary schools. Frontiers in psychology. 2024;15: 1289876.
• Kiefer C, Woud ML, Blackwell SE, Mayer A. Average Treatment Effects on Binary Outcomes with Stochastic Covariates. PsyArXiv. 2023.
• Kiefer C, Lugauer B, Mayer A. Definition and Identification of Causal Ratio Effects. 2023.
• Kiefer C, Claus AM, Jung AJ, Wiese BS, Mayer A. Discovering Exceptional Development of Commitment in Interdisciplinary Study Programs. Zeitschrift für Psychologie. 2023;231(1):53-64.
• Norget J, Weiss A, Mayer A. Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory package: a Tutorial. 2023.
• Keck C, Mayer A, Rosseel Y. Evaluation of frequentist test statistics using constrained statistical inference in the context of the generalized linear model. Health Psychology and Behavioral Medicine. 2023;11(1): 2222164.
• Kiefer C, Wilker S, Mayer A. Interactions Between Latent Variables in Count Regression Models. PsyArXiv. 2023.
• Claus AM, Lampel G, Kiefer C, Mayer A, Wiese BS. Interdisciplinary, Multidisciplinary, and Monodisciplinary Study Programs in Germany: A classification scheme. NEPS Survey Paper. Vol 103. LIfBi Leibniz Institute for Educational Trajectories; 2023.
• Günther T, Kirschenkern A, Mayer A, Steinke F, Cholewa J. The Development of Predictive Gender Processing Strategies During Noun Phrase Decoding: An Eye-Tracking Study With German 5- to 10-Year-Old Children. Journal of Speech, Language, and Hearing Research. 2023.
• Langenberg B, Helm JL, Günther T, Mayer A. Understanding, Testing, and Relaxing Sphericity of Repeated Measures ANOVA with Manifest and Latent Variables Using SEM. Methodology : European Journal of Research Methods for the Behavioral and Social Sciences. 2023;19(1):60-95.
• Langenberg B, Janczyk M, Koob V, Kliegl R, Mayer A. A tutorial on using the paired t test for power calculations in repeated measures ANOVA with interactions. Behavior Research Methods . 2022;55:2467–2484.
• Norget J, Mayer A. Block-Wise Model Fit for Structural Equation Models With Experience Sampling Data. Zeitschrift für Psychologie / Journal of Psychology. 2022;230(1):47-59.
• Sengewald M-A, Mayer A. Causal Effect Analysis in Nonrandomized Data With Latent Variables and Categorical Indicators: The Implementation and Benefits of EffectLiteR. Psychological Methods. 2022.
• Miocevic M, Moeyaert M, Mayer A, Montoya AK. Causal Mediation Analysis in Single Case Experimental Designs: Introduction to the Special Issue. Evaluation and the Health Professions. 2022: 1632787211073194.
• Stadtbäumer N, Kreissl S, Mayer A. Comparing Revised Latent State-Trait Models Including Autoregressive Effects. Psychological Methods . 2022.
• Wester RA, Rubel J, Mayer A. Covariate Selection for Estimating Individual Treatment Effects in Psychotherapy Research: A Simulation Study and Empirical Example. Clinical Psychological Science . 2022;10(5):920-940.
• Graefe L, Hahn S, Mayer A. On the Relationship between ANOVA Main Effects and Average Treatment Effects. Multivariate Behavioral Research . 2022.
• Keck C, Mayer A, Rosseel Y. Overview and evaluation of various frequentist test statistics using constrained statistical inference in the context of linear regression. Frontiers in Psychology. 2022;13: 899165.
• Kiefer C, Lemmerich F, Langenberg B, Mayer A. Subgroup discovery in structural equation models. Psychological Methods. 2022.
• Paruzel A, Abendroth A, Mayer A, Xie JL, Maier GW. The German version of the hybrid work characteristics scale. Psychological Test Adaptation and Development. 2022;3(1):116-124.
• Humble D, Schweinberger SR, Mayer A, Dobel C, Zäske R. The Jena Voice Learning and Memory Test (JVLMT): A standardized tool for assessing the ability to learn and recognize voices. Behavior Research Methods. 2022.
• Domhardt M, Grund S, Mayer A, et al. Unveiling mechanisms of change in digital interventions for depression: Study protocol for a systematic review and individual participant data meta-analysis. Frontiers in Psychiatry. 2022;13: 899115.
• Helm JL, Langenberg B, Grossman E, Poulin J, Mayer A. Using Structural Equation Modeling in place of Between-Subjects Analysis of Variance. Structural Equation Modeling : A Multidisciplinary Journal . 2022.
• Norget J, Columbus S, Mayer A. Block-Wise Model Fit for Structural Equation Models with Experience Sampling Data . Presented at the Research Synthesis & Big Data Conference, Online.
• Bürsgens A, Cholewa J, Mayer A, Günther T. Gender dissimilarity between subject and object facilitates online-comprehension of agent–patient–relations in German: An eye-tracking study with 6- to 10-year-old monolingual children. Lingua. In Press: 103110.
• Keck C, Mayer A, Rosseel Y. Integrating informative hypotheses into the EffectLiteR framework. Methodology : European Journal of Research Methods for the Behavioral and Social Sciences. 2021;17(4):307-325.
• Norget J, Columbus S, Mayer A, Balliet D. Latent State-Trait Models of Subjective Interdependence. Presented at the EAPA Digital Event 2021, Online.
• Stadtbäumer N, Kreissl S, Borchmann P, Mayer A. Predicting cancer-related fatigue of Hodgkin Lymphoma survivors: Identification of risk factors. Oncology Research and Treatment . 2021;44(Suppl. 2):38.
• Werner A, Mayer A, Lohaus A. Sleep-related parenting self-efficacy and parent-reported sleep in young children: A dyadic analysis of parental actor and partner effects. Sleep Health. 2021;8(1):54-61.
• Kiefer C, Lemmerich F, Langenberg B, Mayer A. Subgroup Discovery in Structural Equation Models. PsyArXiv. 2021.
• Domhardt M, Nowak H, Engler S, et al. Therapeutic processes in digital interventions for anxiety: A systematic review and meta-analytic structural equation modeling of randomized controlled trials. Clinical psychology review. 2021;90: 102084.
• Kiefer C, Mayer A. Treatment effects on count outcomes with non‐normal covariates. British Journal of Mathematical and Statistical Psychology. 2021;74(3): bmsp.12237.
• Mayer A, Kiefer C, Langenberg B, Lemmerich F. Using subgroup discovery and latent growth curve modeling to identify unusual developmental trajectories. In: Engel U, Quan-Haase A, Liu SX, Lyberg L, eds. Handbook of Computational Social Science, Volume 2. Data Science, Statistical Modelling, and Machine Learning Methods. London: Routledge; 2021: 244-268.
• Kiefer C, Mayer A. Accounting for Latent Covariates in Average Effects from Count Regressions. Multivariate Behavioral Research. 2020:1-16.
• Horbach J, Mayer A, Scharke W, Heim S, Günther T. Development of Behavior Problems in Children with and without Specific Learning Disorders in Reading and Spelling from Kindergarten to Fifth Grade. Scientific Studies of Reading. 2020;24(1):57-71.
• Langenberg B, Mayer A. Differences in longitudinal trajectories between groups - the multi-group latent growth components approach. Presented at the 9th European Congress of Methodology, Valencia, Spain.
• Alber J, Jumpertz J, Mayer A. How professional readers process unnatural narrators: An empirical perspective. Scientific Study of Literature. 2020;10(2):193-213.
• Mayer A, Zimmermann J, Hoyer J, et al. Interindividual Differences in Treatment Effects Based on Structural Equation Models with Latent Variables: An EffectLiteR Tutorial. Structural Equation Modeling: A Multidisciplinary Journal. 2020;27(5):798-816.
• Kelava A, Schermelleh-Engel K, Mayer A. Latent-State-Trait-Theorie (LST-Theorie). In: Moosbrugger H, Kelava A, eds. Testtheorie und Fragebogenkonstruktion. Berlin, Heidelberg: Springer; 2020: 687-711.
• Lemmerich F, Kiefer C, Langenberg B, Cacho Aboukhalil J, Mayer A. Mining Exceptional Mediation Models. In: Helic D, Leitner G, Stettinger M, Felfernig A, Raś ZW, eds. Foundations of Intelligent Systems. 25th International Symposium, ISMIS 2020, Graz, Austria, September 23–25, 2020, Proceedings. Lecture Notes in Computer Science. Vol 12117. Cham: Springer ; 2020: 318-328.
• Langenberg B, Helm JL, Mayer A. Repeated Measures ANOVA with Latent Variables to Analyze Interindividual Differences in Contrasts. Multivariate Behavioral Research. 2020:1-19.
• Langenberg B, Mayer A. Software code for estimating latent repeated measures ANOVA using the R package semnova. Bielefeld University; 2020.
• Langenberg B, Mayer A. Subgroupsem: an R package for mining exceptional models. Bielefeld University; 2020.
• Stadtbäumer N, Müller H, Goergen H, Kreissl S, Borchmann P, Mayer A. The interplay between cancer-related fatigue and functional health in Hodgkin lymphoma survivors. Health Psychology. 2020;39(10):905-911.
• Langenberg B, Mayer A. The semnova package for latent repeated measures ANOVA. Presented at the 12th International Workshop on Psychometric Computing, Dortmund, Germany.
• Mayer A, Thoemmes F. Analysis of Variance Models with Stochastic Group Weights. Multivariate Behavioral Research. 2019;54(4):542-554.
• Kiefer C, Mayer A. Average Effects Based on Regressions with a Logarithmic Link Function: A New Approach with Stochastic Covariates. Psychometrika. 2019;84(2):422-446.
• Flunger B, Mayer A, Umbach N. Beneficial for some or for everyone? Exploring the effects of an autonomy-supportive intervention in the real-life classroom. Journal of Educational Psychology. 2019;111(2):210-234.
• Mayer A. Causal Effects Based on Latent Variable Models. Methodology. 2019;15(Supplement 1):15-28.
• Langenberg B, Helm JL, Mayer A. Comparing and extending SEM approaches for repeated measures designs. Presented at the 14th Conference of the Section Methods and Evaluation, Kiel, Germany.
• Stadtbäumer N, Mayer A. Comparing longitudinal structural equation models with autoregressive effects. Presented at the 14th Conference of the Section Methods and Evaluation of the German Psychological Society, Kiel.
• Velki T, Mayer A, Norget J. Development of a New International Behavioral-Cognitive Internet Security Questionnaire: Preliminary Results from Croatian and German samples. In: MIPRO Proceedings, Convention on Information and Communication Technology, Electronics and Microelectronics. 2019: 1209-1212.
• Langenberg B, Mayer A. Interindividual differences in causal effects from multi-factorial repeated measures experimental designs. Presented at the Single Subject Causal Mediation Analysis Workshop, Leiden, Netherlands.
• Norget J, Columbus S, Mayer A. Latent state-trait models with day-specific traits for experience sampling data. Presented at the FGME 2019, Kiel.
• Rose N, Wagner W, Mayer A, Nagengast B. Model-Based Manifest and Latent Composite Scores in Structural Equation Models. Collabra: Psychology. 2019;5(1): 9.
• Burk CL, Mayer A, Wiese BS. Nail-biters and thrashing wins: Testosterone responses of football fans during World Cup matches. Physiology & Behavior. 2019;209: 112596.
• Infurna FJ, Mayer A. Repeated Bereavement Takes Its Toll on Subjective Well-Being. Innovation in Aging. 2019;3(4).
• Dewitte M, Mayer A. Exploring the Link Between Daily Relationship Quality, Sexual Desire, and Sexual Activity in Couples. Archives of Sexual Behavior. 2018;47(6):1675-1686.
• Stas L, Kenny DA, Mayer A, Loeys T. Giving dyadic data analysis away: A user‐friendly app for actor–partner interdependence models. Personal Relationships. 2018;25(1):103-119.
• Azzam B, Roscher B, Schelenz R, Jacobs G, Langenberg B, Mayer A. Identification of unexpected patterns and relationships in wind turbine scada data using dynamic structural equation modelling. Presented at the 14th EAWE PhD Seminar on Wind Energy, Brussels, Belgium.
• Kiefer C, Rosseel Y, Wiese BS, Mayer A. Modeling and predicting non-linear changes in educational trajectories: The multilevel latent growth components approach. Psychological Test and Assessment Modeling. 2018;60(2):189–22.
• Langenberg B, Mayer A. Repeated measures ANOVA with latent variables using the latent growth component approach. Presented at the 8th European Congress of Methodology, Jena, Germany.
• Stadtbäumer N, Müller H, Goergen H, Kreissl S, Mayer A. The reciprocal relation between cancer-related fatigue and physical and psychosocial functioning in survivors of Hodgkin lymphoma. HemaSphere. 2018;2(S3):23-24.
• Stadtbäumer N, Mayer A. The reciprocal relation between cancer-related fatigue and physical and psychosocial functioning in survivors of Hodgkin lymphoma. Presented at the International Symposium on Hodgkin lymphoma (ISHL11), Cologne.
• Müller H, Kreissl S, Görgen H, et al. Verlauf und Einflussfaktoren von Tumor-assoziierter Fatigue bei Hodgkin-Lymphom: eine longitudinale Studie der deutschen Hodgkin-Studiengruppe. In: PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie. Vol 68. Thieme; 2018: e8.
• Mayer A, Umbach N, Flunger B, Kelava A. Effect Analysis Using Nonlinear Structural Equation Mixture Modeling. Structural Equation Modeling: A Multidisciplinary Journal. 2017;24(4):556-570.
• Zimmermann J, Mayer A, Leising D, Krieger T, grosse Holtforth M, Pretsch J. Exploring Occasion Specificity in the Assessment of DSM-5 Maladaptive Personality Traits. European Journal of Psychological Assessment. 2017;33(1):47-54.
• Loncke J, Mayer A, Eichelsheim VI, et al. Latent State-Trait Models for Longitudinal Family Data. European Journal of Psychological Assessment. 2017;33(4):256-270.
• Infurna FJ, Mayer A, Anstey KJ. The effect of perceived control on self-reported cardiovascular disease incidence across adulthood and old age. Psychology & Health. 2017;33(3):340-360.
• Kreissl S, Mueller H, Goergen H, et al. Cancer-related fatigue in patients with and survivors of Hodgkin's lymphoma: a longitudinal study of the German Hodgkin Study Group. The Lancet. Oncology. 2016;17(10):1453-1462.
• Devlieger I, Mayer A, Rosseel Y. Hypothesis Testing Using Factor Score Regression: A Comparison of Four Methods. Educational and Psychological Measurement. 2016;76(5):741-770.
• Mayer A, Dietzfelbinger L, Rosseel Y, Steyer R. The EffectLiteR Approach for Analyzing Average and Conditional Effects. Multivariate Behavioral Research. 2016;51(2-3):374-391.
• Steyer R, Mayer A, Geiser C, Cole DA. A Theory of States and Traits—Revised. Annual Review of Clinical Psychology. 2015;11(1):71-98.
• Müller B, Mayer A, Richter T, Križan A, Hecht T, Ennemoser M. Differential effects of reading trainings on reading processes: a comparison in Grade 2. Zeitschrift für Erziehungswissenschaft. 2015;18(3):489-512.
• Devlieger I, Mayer A, Rosseel Y. Factor Score Regression, an alternative for SEM when dealing with complex models and small sample sizes. Presented at the 2015 Belgian Association for Psychological Sciences Meeting, Brussel, Belgium.
• Infurna FJ, Mayer A. Longitudinal/Panel Designs. In: Krauss Whitbourne S, ed. The Encyclopedia of Adulthood and Aging. Hoboken, NJ, USA: John Wiley & Sons, Inc.; 2015: 1-7.
• Infurna FJ, Mayer A. The effects of constraints and mastery on mental and physical health: Conceptual and methodological considerations. Psychology and Aging. 2015;30(2):432-448.
• Mayer A, Nagengast B, Fletcher J, Steyer R. Analyzing average and conditional effects with multigroup multilevel structural equation models. Frontiers in Psychology. 2014;5.
• Steyer R, Mayer A, Fiege C. Causal Inference on Total, Direct, and Indirect Effects. In: Michalos AC, ed. Encyclopedia of Quality of Life and Well-Being Research. Dordrecht: Springer Netherlands; 2014: 606-630.
• Kreissl S, Mueller H, Mayer A, et al. Fatigue in Hodgkin Lymphoma Patients: Longitudinal Evaluation and Curve Types up to 5 Years. Blood. 2014;124(21):854-854.
• Mayer A, Thoemmes F, Rose N, Steyer R, West SG. Theory and Analysis of Total, Direct, and Indirect Causal Effects. Multivariate Behavioral Research. 2014;49(5):425-442.
• Mayer A, Steyer R, Mueller H. A General Approach to Defining Latent Growth Components. Structural Equation Modeling: A Multidisciplinary Journal. 2012;19(4):513-533.
• Kirchmann H, Steyer R, Mayer A, Joraschky P, Schreiber-Willnow K, Strauss B. Effects of adult inpatient group psychotherapy on attachment characteristics: An observational study comparing routine care to an untreated comparison group. Psychotherapy Research. 2012;22(1):95-114.

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