Publications

Bender, A. R., Driver, C. C., Hertzog, C., & Raz, N. (2023). Instructing use of an effective strategy improves recognition memory in healthy adults. The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 78(3), 383–393.

[bib] [doi:10.1093/geronb/gbac144] [url]

    @article{BenDriHer:2023:TJoG,
    	title            = {{I}nstructing Use of an Effective Strategy Improves Recognition Memory in Healthy Adults},
    	author           = {Bender, Andrew R. and Driver, Charles C. and Hertzog, Christopher and Raz, Naftali},
    	journal          = {The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences},
    	volume           = {78},
    	number           = {3},
    	pages            = {383--393},
    	year             = {2023},
    	doi              = {10.1093/geronb/gbac144},
    	url              = {https://academic.oup.com/psychsocgerontology/article-abstract/78/3/383/6710221?redirectedFrom=fulltext&login=false},
    	issn             = {1758-5368},
    }

Moggia, D., Bennemann, B., Schwartz, B., Hehlmann, M. I., Driver, C. C., & Lutz, W. (2023). Process-based psychotherapy personalization: Considering causality with continuous-time dynamic modeling. Psychotherapy Research, 33(8), 1076–1095.

[bib] [doi:10.1080/10503307.2023.2222892] [url]

    @article{MogBenSch:2023:PR,
    	title            = {{P}rocess-Based Psychotherapy Personalization: {C}onsidering Causality with Continuous-Time Dynamic Modeling},
    	author           = {Moggia, Danilo and Bennemann, Björn and Schwartz, Brian and Hehlmann, Miriam I. and Driver, Charles C. and Lutz, Wolfgang},
    	journal          = {Psychotherapy Research},
    	publisher        = {Routledge},
    	volume           = {33},
    	number           = {8},
    	pages            = {1076--1095},
    	year             = {2023},
    	doi              = {10.1080/10503307.2023.2222892},
    	url              = {https://doi.org/10.1080/10503307.2023.2222892},
    	issn             = {1050-3307},
    }

Koch, T., Voelkle, M. C., & Driver, C. C. (2023). Analyzing longitudinal multirater data with individually varying time intervals. Structural Equation Modeling: A Multidisciplinary Journal, 30(1), 86–104.

[bib] [doi:10.1080/10705511.2022.2096612] [url]

    @article{KocVoeDri:2023:SEMMJ,
    	title            = {{A}nalyzing Longitudinal Multirater Data with Individually Varying Time Intervals},
    	author           = {Koch, Tobias and Voelkle, Manuel C. and Driver, Charles C.},
    	journal          = {Structural Equation Modeling: A Multidisciplinary Journal},
    	publisher        = {Routledge},
    	volume           = {30},
    	number           = {1},
    	pages            = {86--104},
    	year             = {2023},
    	doi              = {10.1080/10705511.2022.2096612},
    	url              = {https://doi.org/10.1080/10705511.2022.2096612},
    	issn             = {1070-5511},
    }

Hasl, A., Voelkle, M., Driver, C., Kretschmann, J., & Brunner, M. (2023). Leveraging observation timing variability to understand intervention effects in panel studies: An empirical illustration and simulation study. Structural Equation Modeling: A Multidisciplinary Journal.

[bib] [doi:10.1080/10705511.2023.2224515] [url]

    @article{HasVoeDri:2023:SEMMJ,
    	title            = {{L}everaging Observation Timing Variability to Understand Intervention Effects in Panel Studies: {A}n Empirical Illustration and Simulation Study},
    	author           = {Hasl, Andrea and Voelkle, Manuel and Driver, Charles and Kretschmann, Julia and Brunner, Martin},
    	journal          = {Structural Equation Modeling: A Multidisciplinary Journal},
    	publisher        = {Routledge},
    	year             = {2023},
    	doi              = {10.1080/10705511.2023.2224515},
    	url              = {https://doi.org/10.1080/10705511.2023.2224515},
    	issn             = {1070-5511},
    }

Driver, C. C., & Tomasik, M. J. (2023). Formalizing developmental phenomena as continuous-time systems: Relations between mathematics and language development. Child Development, 94(6), 1454–1471.

[bib] [doi:10.1111/cdev.13990] [url]

    @article{DriTom:2023:CD,
    	title            = {{F}ormalizing Developmental Phenomena as Continuous-Time Systems: {R}elations between Mathematics and Language Development},
    	author           = {Driver, Charles C. and Tomasik, Martin J.},
    	journal          = {Child Development},
    	volume           = {94},
    	number           = {6},
    	pages            = {1454--1471},
    	year             = {2023},
    	doi              = {10.1111/cdev.13990},
    	url              = {https://onlinelibrary.wiley.com/doi/abs/10.1111/cdev.13990},
    	issn             = {1467-8624},
    }

Driver, C. C. (2023). Inference with cross-lagged effects – common causes in dynamic systems. In PsyArXiv.

[bib] [doi:10.31234/osf.io/y3e9d] [url]

    @unpublished{Dri:2023:PArX,
    	title            = {Inference With Cross-Lagged Effects -- Common Causes in Dynamic Systems},
    	author           = {Driver, Charles C.},
    	journal          = {PsyArXiv},
    	year             = {2023},
    	doi              = {10.31234/osf.io/y3e9d},
    	url              = {https://osf.io/preprints/psyarxiv/y3e9d/},
    	note             = {preprint},
    }

Debelak, R., & Driver, C. C. (2023). Score-based measurement invariance checks for large-scale assessments. PsyArXiv.

[bib] [doi:10.31234/osf.io/jw8xb] [url]

    @article{DebDri:2023:misc,
    	title            = {{S}core-Based Measurement Invariance Checks for Large-Scale Assessments},
    	author           = {Debelak, Rudolf and Driver, Charles C.},
    	journal          = {PsyArXiv},
    	year             = {2023},
    	doi              = {10.31234/osf.io/jw8xb},
    	url              = {https://osf.io/jw8xb},
    }

Driver, C. C., & Tomasik, M. J. (2023). BigIRT - R software for item response theory models with large and sparse data. In PsyArXiv. OSF.

[bib] [doi:10.31234/osf.io/594uw] [url]

    @unpublished{DriTom:2023:PArX,
    	title            = {big{IRT} - {R} Software for Item Response Theory Models with Large and Sparse Data},
    	author           = {Driver, Charles C. and Tomasik, Martin J.},
    	journal          = {PsyArXiv},
    	publisher        = {OSF},
    	year             = {2023},
    	doi              = {10.31234/osf.io/594uw},
    	url              = {https://osf.io/594uw},
    	note             = {preprint},
    }

Bender, A. R., Ganguli, A., Meiring, M., Hampstead, B. M., & Driver, C. C. (2022). Dynamic modeling of practice effects across the healthy aging - Alzheimer’s disease continuum. Frontiers in Aging Neuroscience, 14. https://doi.org/

[bib] [doi:https://doi.org/10.3389/fnagi.2022.911559] [url]

    @article{BenGanMei:2022:FiAN,
    	title            = {{D}ynamic Modeling of Practice Effects across the Healthy Aging - {A}lzheimer’s Disease Continuum},
    	author           = {Bender, Andrew R. and Ganguli, Arkaprabha and Meiring, Melinda and Hampstead, Benjamin M. and Driver, Charles C.},
    	journal          = {Frontiers in Aging Neuroscience},
    	volume           = {14},
    	year             = {2022},
    	doi              = {https://doi.org/10.3389/fnagi.2022.911559},
    	url              = {https://www.frontiersin.org/articles/10.3389/fnagi.2022.911559},
    	issn             = {1663-4365},
    }

Luo, J., Zhang, B., Estabrook, R., Graham, E. K., Driver, C. C., Schalet, B. D., Turiano, N. A., Spiro III, A., & Mroczek, D. K. (2022). Personality and health: Disentangling their between-person and within-person relationship in three longitudinal studies. Journal of Personality and Social Psychology, 122(3), 493–522.

[bib] [doi:10.1037/pspp0000399] [url]

    @article{LuoZhaEst:2022:JPSP,
    	title            = {{P}ersonality and Health: {D}isentangling Their between-Person and within-Person Relationship in Three Longitudinal Studies},
    	author           = {Luo, Jing and Zhang, Bo and Estabrook, Ryne and Graham, Eileen K. and Driver, Charles C. and Schalet, Benjamin D. and Turiano, Nicholas A. and Spiro III, Avron and Mroczek, Daniel K.},
    	journal          = {Journal of Personality and Social Psychology},
    	publisher        = {American Psychological Association},
    	volume           = {122},
    	number           = {3},
    	pages            = {493--522},
    	year             = {2022},
    	doi              = {10.1037/pspp0000399},
    	url              = {https://psycnet.apa.org/record/2022-31794-001},
    	location         = {US},
    	issn             = {1939-1315},
    }

Marciano, L., Driver, C. C., Schulz, P. J., & Camerini, A.-L. (2022). Dynamics of adolescents’ smartphone use and well-being are positive but ephemeral. Scientific Reports, 12(1316).

[bib] [doi:10.1038/s41598-022-05291-y] [url]

    @article{MarDriSch:2022:SR,
    	title            = {{D}ynamics of Adolescents’ Smartphone Use and Well-Being Are Positive but Ephemeral},
    	author           = {Marciano, Laura and Driver, Charles C. and Schulz, Peter J. and Camerini, Anne-Linda},
    	journal          = {Scientific reports},
    	publisher        = {Nature Publishing Group},
    	volume           = {12},
    	number           = {1316},
    	year             = {2022},
    	doi              = {10.1038/s41598-022-05291-y},
    	url              = {https://www.nature.com/articles/s41598-022-05291-y},
    }

Driver, C. C. (2022). Inference with cross-lagged effects - problems in time. In OSF Preprints.

[bib] [doi:10.31219/osf.io/xdf72] [url]

    @unpublished{Dri:2022:OSF,
    	title            = {{I}nference with Cross-Lagged Effects - Problems in Time},
    	author           = {Driver, Charles C.},
    	journal          = {OSF Preprints},
    	year             = {2022},
    	doi              = {10.31219/osf.io/xdf72},
    	url              = {https://osf.io/xdf72/},
    	note             = {preprint},
    }

Driver, C. C., & Voelkle, M. C. (2021). Hierarchical continuous time modeling. In J. F. Rauthmann (Ed.), The handbook of personality dynamics and processes (pp. 887–908). Academic Press.

[bib] [doi:10.1016/B978-0-12-813995-0.00034-0] [url]

    @incollection{DriVoe:2021:AP,
    	title            = {{H}ierarchical Continuous Time Modeling},
    	booktitle        = {The Handbook of Personality Dynamics and Processes},
    	author           = {Driver, Charles C. and Voelkle, Manuel C.},
    	editor           = {Rauthmann, John F.},
    	publisher        = {Academic Press},
    	pages            = {887--908},
    	year             = {2021},
    	doi              = {10.1016/B978-0-12-813995-0.00034-0},
    	url              = {https://www.sciencedirect.com/science/article/pii/B9780128139950000340},
    }

Hofmans, J., Morin, A. J. S., Breitsohl, H., Ceulemans, E., Chénard-Poirier, L. A., Driver, C. C., Fernet, C., Gagné, M., Gillet, N., & González-Romá, V. (2021). The baby and the bathwater: On the need for substantive-methodological synergy in organizational research. Industrial And Organizational Psychology-Perspectives On Science And Practice.

[bib] [doi:10.1017/iop.2021.111] [url]

    @article{HofMorBre:2021:IOP,
    	title            = {{T}he Baby and the Bathwater: {O}n the Need for Substantive-Methodological Synergy in Organizational Research},
    	author           = {Hofmans, Joeri and Morin, A. J. S. and Breitsohl, H. and Ceulemans, Eva and Chénard-Poirier, L. A. and Driver, C. C. and Fernet, C. and Gagné, M. and Gillet, N. and González-Romá, V.},
    	journal          = {Industrial And Organizational Psychology-Perspectives On Science And Practice},
    	publisher        = {Cambridge University Press (CUP)},
    	year             = {2021},
    	doi              = {10.1017/iop.2021.111},
    	url              = {https://www.cambridge.org/core/journals/industrial-and-organizational-psychology/article/abs/baby-and-the-bathwater-on-the-need-for-substantivemethodological-synergy-in-organizational-research/8939B36DDAEF2ED15F115B22933A4521},
    }

Driver, C. C. (2021). Computational efficiency in continuous (and discrete!) Time models – comment on Hecht and Zitzmann. Structural Equation Modeling: A Multidisciplinary Journal, 28(5), 791–793.

[bib] [doi:10.1080/10705511.2021.1877547] [url]

    @article{Dri:2021:SEMMJ,
    	title            = {{C}omputational Efficiency in Continuous (and Discrete!) Time Models – Comment on {H}echt and {Z}itzmann},
    	author           = {Driver, Charles C},
    	journal          = {Structural Equation Modeling: A Multidisciplinary Journal},
    	volume           = {28},
    	number           = {5},
    	pages            = {791--793},
    	year             = {2021},
    	doi              = {10.1080/10705511.2021.1877547},
    	url              = {https://doi.org/10.1080/10705511.2021.1877547},
    	issn             = {1070-5511},
    }

Fandakova, Y., Leckey, S., Driver, C. C., Bunge, S. A., & Ghetti, S. (2019). Neural specificity of scene representations is related to memory performance in childhood. NeuroImage, 199, 105–113.

[bib] [doi:10.1016/j.neuroimage.2019.05.050] [url]

    @article{FanLecDriv:2019:NI,
    	title            = {{N}eural Specificity of Scene Representations Is Related to Memory Performance in Childhood},
    	author           = {Fandakova, Yana and Leckey, Sarah and Driver, Charles C. and Bunge, Silvia A. and Ghetti, Simona},
    	journal          = {NeuroImage},
    	volume           = {199},
    	pages            = {105--113},
    	year             = {2019},
    	doi              = {10.1016/j.neuroimage.2019.05.050},
    	url              = {http://www.sciencedirect.com/science/article/pii/S1053811919304422},
    	issn             = {1053-8119},
    }

Hecht, M., Hardt, K., Driver, C. C., & Voelkle, M. C. (2019). Bayesian continuous-time rasch models. Psychological Methods, 24(4), 516–537.

[bib] [doi:10.1037/met0000205] [url]

    @article{HecHarDri:2019:PM,
    	title            = {{B}ayesian Continuous-Time Rasch Models.},
    	author           = {Hecht, Martin and Hardt, Katinka and Driver, Charles C. and Voelkle, Manuel C.},
    	journal          = {Psychological methods},
    	volume           = {24},
    	number           = {4},
    	pages            = {516--537},
    	year             = {2019},
    	doi              = {10.1037/met0000205},
    	url              = {https://psycnet.apa.org/record/2019-22131-001},
    }

Redhead, D., Cheng, J. T., Driver, C., Foulsham, T., & O’Gorman, R. (2019). On the dynamics of social hierarchy: A longitudinal investigation of the rise and fall of prestige, dominance, and social rank in naturalistic task groups. Evolution and Human Behavior, 40(2), 222–234.

[bib] [doi:10.1016/j.evolhumbehav.2018.12.001] [url]

    @article{RedCheDri:2019:EaHB,
    	title            = {{O}n the Dynamics of Social Hierarchy: {A} Longitudinal Investigation of the Rise and Fall of Prestige, Dominance, and Social Rank in Naturalistic Task Groups},
    	author           = {Redhead, Daniel and Cheng, Joey T. and Driver, Charles and Foulsham, Tom and O'Gorman, Rick},
    	journal          = {Evolution and Human Behavior},
    	publisher        = {Elsevier BV},
    	volume           = {40},
    	number           = {2},
    	pages            = {222--234},
    	year             = {2019},
    	doi              = {10.1016/j.evolhumbehav.2018.12.001},
    	url              = {https://doi.org/10.1016%2Fj.evolhumbehav.2018.12.001},
    }

Voelkle, M. C., Gische, C., Driver, C. C., & Lindenberger, U. (2019). The role of time in the quest for understanding psychological mechanisms. Multivariate Behavioral Research, 53(6), 782–805.

[bib] [doi:10.1080/00273171.2018.1496813] [url]

    @article{VoeGisDri:2019:MBR,
    	title            = {{T}he Role of Time in the Quest for Understanding Psychological Mechanisms},
    	author           = {Voelkle, Manuel C. and Gische, Christian and Driver, Charles C. and Lindenberger, Ulman},
    	journal          = {Multivariate Behavioral Research},
    	volume           = {53},
    	number           = {6},
    	pages            = {782--805},
    	year             = {2019},
    	doi              = {10.1080/00273171.2018.1496813},
    	url              = {https://www.tandfonline.com/doi/full/10.1080/00273171.2018.1496813},
    }

Brandmaier, A. M., Driver, C. C., & Voelkle, M. C. (2018). Recursive partitioning in continuous time analysis. In K. van Montfort, J. H. L. Oud, & M. C. Voelkle (Eds.), Continuous time modeling in the behavioral and related sciences (pp. 259–282). Springer International Publishing.

[bib] [doi:10.1007/978-3-319-77219-6_11] [url]

    @incollection{BraDriVoe:2018:SIP,
    	title            = {{R}ecursive Partitioning in Continuous Time Analysis},
    	booktitle        = {{C}ontinuous Time Modeling in the Behavioral and Related Sciences},
    	author           = {Brandmaier, Andreas M. and Driver, Charles C. and Voelkle, Manuel C.},
    	editor           = {family=Montfort, given=Kees, prefix=van, useprefix=true and Oud, Johan H. L. and Voelkle, Manuel C.},
    	publisher        = {Springer International Publishing},
    	pages            = {259--282},
    	year             = {2018},
    	address          = {Cham},
    	doi              = {10.1007/978-3-319-77219-6_11},
    	url              = {https://doi.org/10.1007/978-3-319-77219-6_11},
    }

Driver, C. C., & Voelkle, M. C. (2018). Understanding the time course of interventions with continuous time dynamic models. In K. van Montfort, J. H. L. Oud, & M. C. Voelkle (Eds.), Continuous time modeling in the behavioral and related sciences (pp. 79–109). Springer International Publishing.

[bib] [doi:10.1007/978-3-319-77219-6_4] [url]

    @incollection{DriVoe:2018:SIP,
    	title            = {{U}nderstanding the Time Course of Interventions with Continuous Time Dynamic Models},
    	booktitle        = {{C}ontinuous Time Modeling in the Behavioral and Related Sciences},
    	author           = {Driver, Charles C. and Voelkle, Manuel C.},
    	editor           = {family=Montfort, given=Kees, prefix=van, useprefix=false and Oud, Johan H. L. and Voelkle, Manuel C.},
    	publisher        = {Springer International Publishing},
    	pages            = {79--109},
    	year             = {2018},
    	address          = {Cham},
    	doi              = {10.1007/978-3-319-77219-6_4},
    	url              = {https://link.springer.com/chapter/10.1007/978-3-319-77219-6_4},
    }

Oud, J. H. L., Voelkle, M. C., & Driver, C. C. (2018). First- and higher-order continuous time models for arbitrary N using sem. In K. van Montfort, J. H. L. Oud, & M. C. Voelkle (Eds.), Continuous time modeling in the behavioral and related sciences (pp. 1–26). Springer International Publishing.

[bib] [doi:10.1007/978-3-319-77219-6_1] [url]

    @incollection{OudVoeDri:2018:SIP,
    	title            = {{F}irst- and Higher-Order Continuous Time Models for Arbitrary {N} Using Sem},
    	booktitle        = {{C}ontinuous Time Modeling in the Behavioral and Related Sciences},
    	author           = {Oud, Johan H. L. and Voelkle, Manuel C. and Driver, Charles C.},
    	editor           = {family=Montfort, given=Kees, prefix=van, useprefix=true and Oud, Johan H.L. and Voelkle, Manuel C.},
    	publisher        = {Springer International Publishing},
    	pages            = {1--26},
    	year             = {2018},
    	address          = {Cham},
    	doi              = {10.1007/978-3-319-77219-6_1},
    	url              = {https://doi.org/10.1007/978-3-319-77219-6_1},
    }

Driver, C. C., & Voelkle, M. C. (2018). Hierarchical bayesian continuous time dynamic modeling. Psychological Methods, 23(4), 774–799. https://doi.org/

[bib] [doi:http://dx.doi.org/10.1037/met0000168] [url]

    @article{DriVoe:2018:PM,
    	title            = {{H}ierarchical Bayesian Continuous Time Dynamic Modeling.},
    	author           = {Driver, Charles C and Voelkle, Manuel C},
    	journal          = {Psychological Methods},
    	publisher        = {American Psychological Association},
    	volume           = {23},
    	number           = {4},
    	pages            = {774--799},
    	year             = {2018},
    	doi              = {http://dx.doi.org/10.1037/met0000168},
    	url              = {https://psycnet.apa.org/doiLanding?doi=10.1037%2Fmet0000168},
    }

Oud, J. H. L., Voelkle, M. C., & Driver, C. C. (2018). SEM based CARMA time series models for arbitrary N. Multivariate Behavioral Research, 53(1), 36–56.

[bib] [doi:10.1080/00273171.2017.1383224] [url]

    @article{OudVoeDri:2018:MBR,
    	title            = {{SEM} Based {CARMA} Time Series Models for Arbitrary {N}},
    	author           = {Oud, Johan H. L. and Voelkle, Manuel C. and Driver, Charles C.},
    	journal          = {Multivariate Behavioral Research},
    	volume           = {53},
    	number           = {1},
    	pages            = {36--56},
    	year             = {2018},
    	doi              = {10.1080/00273171.2017.1383224},
    	url              = {https://www.tandfonline.com/doi/full/10.1080/00273171.2017.1383224},
    }

Driver, C. C. (2018). Hierarchical continuous time dynamic modelling for psychology and the social sciences [PhD thesis, Department of Life Sciences, Humboldt-Universität Berlin, Germany]. https://doi.org/

[bib] [doi:http://dx.doi.org/10.18452/18927] [url]

    @phdthesis{Dri:2018:misc,
    	title            = {{H}ierarchical Continuous Time Dynamic Modelling for Psychology and the Social Sciences},
    	school           = {Department of Life Sciences, Humboldt-Universit\"at Berlin, Germany},
    	author           = {Driver, Charles C.},
    	year             = {2018},
    	doi              = {http://dx.doi.org/10.18452/18927},
    	url              = {https://edoc.hu-berlin.de/handle/18452/19659},
    }

Driver, C. C., Oud, J. H. L., & Voelkle, M. C. (2017). Continuous time structural equation modeling with r package ctsem. Journal of Statistical Software, 77(5), 1–35.

[bib] [doi:10.18637/jss.v077.i05] [url]

    @article{DriOudVoe:2017:JoSS,
    	title            = {{C}ontinuous Time Structural Equation Modeling with r Package Ctsem},
    	author           = {Driver, Charles C. and Oud, Johan H. L. and Voelkle, Manuel C.},
    	journal          = {Journal of Statistical Software},
    	volume           = {77},
    	number           = {5},
    	pages            = {1--35},
    	year             = {2017},
    	doi              = {10.18637/jss.v077.i05},
    	url              = {https://www.jstatsoft.org/v077/i05},
    	issn             = {1548-7660},
    }

Planitz, B., Sanderson, P., Kipps, T., & Driver, C. (2013). Nurses’ self-reported smartphone use during clinical care. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 57(1), 738–742.

[bib] [doi:10.1177/1541931213571161] [url]

    @article{PlaSanKip:2013:PHFES,
    	title            = {{N}urses’ Self-Reported Smartphone Use during Clinical Care},
    	author           = {Planitz, Birgit and Sanderson, Penelope and Kipps, Tahli and Driver, Charles},
    	journal          = {Proceedings of the Human Factors and Ergonomics Society Annual Meeting},
    	volume           = {57},
    	number           = {1},
    	pages            = {738--742},
    	year             = {2013},
    	doi              = {10.1177/1541931213571161},
    	url              = {http://dx.doi.org/10.1177/1541931213571161},
    	issn             = {1541-9312},
    }

Driver, C. (2013). A two process account of the memory improvement due to choosing. In Proceedings of the annual meeting of the Cognitive Science Society.

[bib] [url]

    @proceedings{Dri:2013:misc,
    	title            = {{A} Two Process Account of the Memory Improvement Due to Choosing.},
    	author           = {Driver, Charles},
    	journal          = {Proceedings of the annual meeting of the Cognitive Science Society},
    	year             = {2013},
    	url              = {https://www.researchgate.net/publication/259116446_A_Two_Process_Account_of_the_Memory_Improvement_Due_to_Choosing},
    }

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