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      Hysteresis in motor and language production

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          Abstract

          Hysteresis in motor planning and syntactic priming in language planning refer to the influence of prior production history on current production behaviour. Computational efficiency accounts of action hysteresis and theoretical accounts of syntactic priming both argue that reusing an existing plan is less costly than generating a novel plan. Despite these similarities across motor and language frameworks, research on planning in these domains has largely been conducted independently. The current study adapted an existing language paradigm to mirror the incremental nature of a manual motor task to investigate the presence of parallel hysteresis effects across domains. We observed asymmetries in production choice for both the motor and language tasks that resulted from the influence of prior history. Furthermore, these hysteresis effects were more exaggerated for subordinate production forms implicating an inverse preference effect that spanned domain. Consistent with computational efficiency accounts, across both task participants exhibited reaction time savings on trials in which they reused a recent production choice. Together, these findings lend support to the broader notion that there are common production biases that span both motor and language domains.

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            lmerTest Package: Tests in Linear Mixed Effects Models

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              Random effects structure for confirmatory hypothesis testing: Keep it maximal.

              Linear mixed-effects models (LMEMs) have become increasingly prominent in psycholinguistics and related areas. However, many researchers do not seem to appreciate how random effects structures affect the generalizability of an analysis. Here, we argue that researchers using LMEMs for confirmatory hypothesis testing should minimally adhere to the standards that have been in place for many decades. Through theoretical arguments and Monte Carlo simulation, we show that LMEMs generalize best when they include the maximal random effects structure justified by the design. The generalization performance of LMEMs including data-driven random effects structures strongly depends upon modeling criteria and sample size, yielding reasonable results on moderately-sized samples when conservative criteria are used, but with little or no power advantage over maximal models. Finally, random-intercepts-only LMEMs used on within-subjects and/or within-items data from populations where subjects and/or items vary in their sensitivity to experimental manipulations always generalize worse than separate F 1 and F 2 tests, and in many cases, even worse than F 1 alone. Maximal LMEMs should be the 'gold standard' for confirmatory hypothesis testing in psycholinguistics and beyond.
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                Author and article information

                Journal
                Q J Exp Psychol (Hove)
                Q J Exp Psychol (Hove)
                QJP
                spqjp
                Quarterly Journal of Experimental Psychology (2006)
                SAGE Publications (Sage UK: London, England )
                1747-0218
                1747-0226
                18 May 2022
                March 2023
                : 76
                : 3
                : 511-527
                Affiliations
                [1 ]Department of Psychology, The Pennsylvania State University, University Park, PA, USA
                [2 ]Department of Psychology, University of Wisconsin–Madison, Madison, WI, USA
                Author notes
                [*]Amy L Lebkuecher, Department of Psychology, The Pennsylvania State University, 460 Bruce V. Moore Building, University Park, PA 16802-3104, USA. Email: amyllebkuecher@ 123456gmail.com
                Author information
                https://orcid.org/0000-0001-9309-5376
                Article
                10.1177_17470218221094568
                10.1177/17470218221094568
                9936447
                35361002
                d7e5bd40-23a8-4851-9a5b-44be029c53ff
                © Experimental Psychology Society 2022

                This article is distributed under the terms of the Creative Commons Attribution 4.0 License ( https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages ( https://us.sagepub.com/en-us/nam/open-access-at-sage).

                History
                : 10 December 2021
                : 3 March 2022
                : 8 March 2022
                Funding
                Funded by: Wisconsin Alumni Research Foundation, FundRef https://doi.org/10.13039/100001395;
                Award ID: UW 2020 Initiative
                Categories
                Original Articles
                Custom metadata
                ts1

                Clinical Psychology & Psychiatry
                hysteresis,priming,motor planning,language production,plan reuse
                Clinical Psychology & Psychiatry
                hysteresis, priming, motor planning, language production, plan reuse

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