{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T06:06:36Z","timestamp":1784700396131,"version":"3.55.0"},"reference-count":56,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T00:00:00Z","timestamp":1784678400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Psychol."],"abstract":"<jats:p>Literature has shown that memory can be influenced by sensorimotor simulations at encoding as those involved in motor imagery (MI), action observation (AO), or affordances elicited by visual object presentation (OBJ). Such simulations can improve memory by creating multimodal and thus, more accessible memory traces. However, no research has yet compared all these simulations within a single study and investigated their relationship with participants\u2019 imagery ability. The current study aimed to fill this gap by assessing the effects of different simulations on episodic memory for objects that initially were encoded as part of a sentence in which the action was \u2018grasping\u2019 (e.g., You are grasping a fork). By applying a between-subject design, 163 participants were assigned to different sensorimotor encoding conditions, and their memory was tested in a free recall task 15\u202fmin after encoding. Our results showed a main effect of AO, indicating an overall AO benefit to memory enhancement. Moreover, a three-way interaction between AO, MI and OBJ showed how the facilitating role of AO can be dampened by MI and OBJ. Finally, we found that the individual trait of kinesthetic imagery (KI) interacts with AO in recall performance, as higher levels of KI interfere with AO encoding, suggesting potential different mechanisms underlying the mental simulations involved in motor imagery and action observation.<\/jats:p>","DOI":"10.3389\/fpsyg.2026.1889010","type":"journal-article","created":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T05:53:10Z","timestamp":1784699590000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Embodied simulations improve memory, but which is the most effective? The crucial role of action observation and its dynamic interplay with motor imagery ability"],"prefix":"10.3389","volume":"17","author":[{"given":"Mara","family":"Stockner","sequence":"first","affiliation":[{"name":"Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome","place":["Rome, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giuliana","family":"Mazzoni","sequence":"additional","affiliation":[{"name":"Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome","place":["Rome, Italy"]},{"name":"Faculty of Psychology, University of Hull","place":["Hull, United Kingdom"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ivan","family":"Enrici","sequence":"additional","affiliation":[{"name":"Department of Philosophy and Educational Sciences, University of Turin","place":["Turin, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Francesco","family":"Ian\u00ec","sequence":"additional","affiliation":[{"name":"Department of Psychology, University of Turin","place":["Turin, Italy"]},{"name":"Centro di Logica, Linguaggio, e Cognizione, University of Turin","place":["Turin, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,22]]},"reference":[{"key":"ref9002","doi-asserted-by":"publisher","first-page":"328","DOI":"10.3389\/fpsyg.2013.00328","article-title":"Random effects structure for testing interactions in linear mixed-effects models","volume":"4","author":"Barr","year":"2013","journal-title":"Front. Psychol"},{"key":"ref1","first-page":"2","article-title":"Package \u2018lme4\u2019","volume":"12","author":"Bates","year":"2015","journal-title":"Convergence"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1177\/0031512516639431","article-title":"Vividness of object and spatial imagery","volume":"122","author":"Blazhenkova","year":"2016","journal-title":"Percept. Mot. Skills"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"e0270352","DOI":"10.1371\/journal.pone.0270352","article-title":"Kinesthetic motor-imagery training improves performance on lexical-semantic access","volume":"17","author":"Bonnet","year":"2022","journal-title":"PLoS One"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"104130","DOI":"10.1016\/j.actpsy.2024.104130","article-title":"Kinematic observation reduces effect of aging on episodic memory performance","volume":"243","author":"Bouazzaoui","year":"2024","journal-title":"Psychol. Sci."},{"key":"ref9003","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1111\/j.1467-9280.2008.02249.x","article-title":"When you and I share perspectives: Pronouns modulate perspective taking during narrative comprehension","volume":"20","author":"Bruny\u00e9","year":"2009","journal-title":"Int. J. Psychophysiol."},{"key":"ref5","doi-asserted-by":"publisher","first-page":"108003","DOI":"10.1016\/j.nlm.2024.108003","article-title":"Motor-related oscillations reveal the involvement of sensorimotor processes during recognition memory","volume":"216","author":"Chen","year":"2024","journal-title":"Neurobiol. Learn. Mem."},{"key":"ref6","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1111\/bjop.12733","article-title":"Positive and negative touch differentially modulate metacognitive memory judgements for emotional stimuli","volume":"116","author":"Convertino","year":"2025","journal-title":"Br. J. Psychol."},{"key":"ref7","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/S0167-8760(02)00107-1","article-title":"Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses","volume":"47","author":"Cooper","year":"2003","journal-title":"Int. J. Psychophysiol."},{"key":"ref8","doi-asserted-by":"publisher","first-page":"1026","DOI":"10.3758\/s13421-014-0417-y","article-title":"Learning from text benefits from enactment","volume":"42","author":"Cutica","year":"2014","journal-title":"Mem. Cogn."},{"key":"ref9","doi-asserted-by":"publisher","first-page":"3193","DOI":"10.1007\/s00221-022-06487-4","article-title":"Do graspable objects always leave a motor signature? A study on memory traces","volume":"240","author":"Daprati","year":"2022","journal-title":"Exp. Brain Res."},{"key":"ref10","doi-asserted-by":"publisher","first-page":"765","DOI":"10.1037\/bul0000202","article-title":"When our hands help us understand: a meta-analysis into the effects of gesture on comprehension","volume":"145","author":"Dargue","year":"2019","journal-title":"Psychol. Bull."},{"key":"ref11","first-page":"296","volume-title":"The Routledge Handbook of Embodied Cognition","author":"Dijkstra","year":"2014"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1016\/j.cognition.2009.10.014","article-title":"Simulating an enactment effect: pronouns guide action simulation during narrative comprehension","volume":"115","author":"Ditman","year":"2010","journal-title":"Cognition"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"1572","DOI":"10.1037\/xlm0001265","article-title":"More is not necessarily better: how different aspects of sensorimotor experience affect recognition memory for words","volume":"49","author":"Dymarska","year":"2023","journal-title":"J. Exp. Psychol. Learn. Mem. Cogn."},{"key":"ref14","doi-asserted-by":"publisher","first-page":"1891","DOI":"10.1007\/s00426-022-01768-7","article-title":"Enhancing motor imagery practice using synchronous action observation","volume":"88","author":"Eaves","year":"2024","journal-title":"Psychol. Res."},{"key":"ref9001","doi-asserted-by":"publisher","first-page":"514","DOI":"10.3389\/fnins.2016.00514","article-title":"Motor imagery during action observation: a brief review of evidence, theory and future research opportunities","volume":"10","author":"Eaves","year":"2016","journal-title":"Front. Neurol."},{"key":"ref15","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.cortex.2017.09.014","article-title":"The neural correlates of visual imagery vividness\u2013an fMRI study and literature review","volume":"105","author":"Fulford","year":"2018","journal-title":"Cortex"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.neulet.2012.11.039","article-title":"Action observation versus motor imagery in learning a complex motor task: a short review of literature and a kinematics study","volume":"540","author":"Gatti","year":"2013","journal-title":"Neurosci. Lett."},{"key":"ref18","doi-asserted-by":"publisher","first-page":"1747","DOI":"10.3758\/s13423-019-01674-x","article-title":"Embodied memories: reviewing the role of the body in memory processes","volume":"26","author":"Ian\u00ec","year":"2019","journal-title":"Psychon. Bull. 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Psychol."},{"key":"ref24","doi-asserted-by":"publisher","first-page":"19851","DOI":"10.1038\/s41598-024-70692-0","article-title":"Grasp and remember: the impact of human and robotic actions on object preference and memory","volume":"14","author":"Kafkas","year":"2024","journal-title":"Sci. Rep."},{"key":"ref25","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1037\/npe0000025","article-title":"Advertising memory: the power of mirror neurons","volume":"7","author":"Lacoste-Badie","year":"2014","journal-title":"J. Neurosci. Psychol. Econ."},{"key":"ref26","doi-asserted-by":"publisher","first-page":"652","DOI":"10.1080\/09658211.2023.2185933","article-title":"Action and posture influence the retrieval of memory for objects","volume":"31","author":"Limata","year":"2023","journal-title":"Memory"},{"key":"ref27","volume-title":"Package \u2018Sjstats\u2019 Statistical Functions for Regression Models, Version 0.17 3","author":"L\u00fcdecke","year":"2019"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"1396","DOI":"10.1177\/17470218211009227","article-title":"Embodied mental imagery improves memory","volume":"74","author":"Marre","year":"2021","journal-title":"Q. J. Exp. Psychol."},{"key":"ref29","doi-asserted-by":"publisher","first-page":"502","DOI":"10.1080\/09658211.2024.2336161","article-title":"Does context matter for memory? Testing the effectiveness of learning by imagining situated interactions with objects","volume":"32","author":"Marre","year":"2024","journal-title":"Memory"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"984053","DOI":"10.3389\/fnhum.2022.984053","article-title":"Mapping relational links between motor imagery, action observation, action-related language, and action execution","volume":"16","author":"O\u2019Shea","year":"2022","journal-title":"Front. Hum. Neurosci."},{"key":"ref31","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1080\/00221309.2015.1110558","article-title":"False memories and the DRM paradigm: effect of imagery, list, and test type","volume":"143","author":"Oliver","year":"2016","journal-title":"J. Gen. Psychol."},{"key":"ref32","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/s10339-019-00908-z","article-title":"The format of mental imagery: from a critical review to an integrated embodied representation approach","volume":"20","author":"Palmiero","year":"2019","journal-title":"Cogn. Process."},{"key":"ref33","doi-asserted-by":"publisher","first-page":"723","DOI":"10.3389\/fnhum.2013.00723","article-title":"Introduction to the research topic meaning in mind: semantic richness effects in language processing","volume":"7","author":"Pexman","year":"2013","journal-title":"Front. Hum. Neurosci."},{"key":"ref34","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1037\/a0032246","article-title":"Understanding gesture: is the listener\u2019s motor system involved?","volume":"143","author":"Ping","year":"2014","journal-title":"J. Exp. Psychol. Gen."},{"key":"ref35","doi-asserted-by":"publisher","first-page":"243","DOI":"10.3758\/s13423-024-02556-7","article-title":"What we mean when we say semantic: toward a multidisciplinary semantic glossary","volume":"32","author":"Reilly","year":"2024","journal-title":"Psychon. Bull. Rev."},{"key":"ref36","doi-asserted-by":"publisher","first-page":"4035","DOI":"10.3758\/s13428-022-02004-1","article-title":"The Italian sensorimotor norms: perception and action strength measures for 959 words","volume":"55","author":"Repetto","year":"2023","journal-title":"Behav. Res. Methods"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1038\/nrn.2016.135","article-title":"The mirror mechanism: a basic principle of brain function","volume":"17","author":"Rizzolatti","year":"2016","journal-title":"Nat. Rev. Neurosci."},{"key":"ref38","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1016\/j.psychsport.2018.06.003","article-title":"Simultaneous and alternate action observation and motor imagery combinations improve aiming performance","volume":"38","author":"Romano-Smith","year":"2018","journal-title":"Psychol. Sport Exerc."},{"key":"ref9005","first-page":"879","volume-title":"\u201cRStudio: integrated development for R. RStudio.\u201d Inc., Boston, MA 700","year":"2015"},{"key":"ref39","volume-title":"Emmeans: Estimated Marginal Means, Aka Least-Squares Means R Package Version","author":"Russell","year":"2018"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"402","DOI":"10.1162\/089892902317361921","article-title":"Episodic action memory for real objects: an ERP investigation with perform, watch, and imagine action encoding tasks versus a non-action encoding task","volume":"14","author":"Senkfor","year":"2002","journal-title":"J. Cogn. Neurosci."},{"key":"ref41","doi-asserted-by":"publisher","first-page":"105974","DOI":"10.1016\/j.cognition.2024.105974","article-title":"Emotion in action: a study on the enactment effect on emotional action sentences","volume":"254","author":"Serino","year":"2025","journal-title":"Cognition"},{"key":"ref42","doi-asserted-by":"publisher","first-page":"1010","DOI":"10.3389\/fpsyg.2016.01010","article-title":"Is moving more memorable than proving? Effects of embodiment and imagined enactment on verb memory","volume":"7","author":"Sidhu","year":"2016","journal-title":"Front. Psychol."},{"key":"ref43","doi-asserted-by":"publisher","first-page":"1194","DOI":"10.3758\/BF03193112","article-title":"Memory for goal-directed sequences of actions: is doing better than seeing?","volume":"14","author":"Steffens","year":"2007","journal-title":"Psychon. Bull. Rev."},{"key":"ref44","doi-asserted-by":"publisher","first-page":"151","DOI":"10.5709\/acp-0453-5","article-title":"Motor fluency and preference judgments: typing speed as a predictor of letter dyads\u2019 likeability","volume":"21","author":"Stockner","year":"","journal-title":"Adv. Cogn. Psychol."},{"key":"ref45","doi-asserted-by":"publisher","first-page":"106335","DOI":"10.1016\/j.bandc.2025.106335","article-title":"The same label, different processes: what lies behind the term \u201cmental simulation\u201d in the embodied cognition literature?","volume":"188","author":"Stockner","year":"","journal-title":"Brain Cogn."},{"key":"ref46","doi-asserted-by":"publisher","first-page":"830","DOI":"10.1037\/0096-1523.24.3.830","article-title":"On the relations between seen objects and components of potential actions","volume":"24","author":"Tucker","year":"1998","journal-title":"J. Exp. Psychol. Hum. Percept. Perform."},{"key":"ref47","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1007\/s00426-022-01671-1","article-title":"The role of implicit motor simulation on action verb memory","volume":"87","author":"Villatte","year":"2023","journal-title":"Psychol. Res."},{"key":"ref48","doi-asserted-by":"publisher","first-page":"807","DOI":"10.3389\/fnhum.2013.00807","article-title":"Multiple roles of motor imagery during action observation","volume":"7","author":"Vogt","year":"2013","journal-title":"Front. Hum. Neurosci."},{"key":"ref49","doi-asserted-by":"publisher","first-page":"767","DOI":"10.1348\/026151005x74153","article-title":"The development of the picture-superiority effect","volume":"24","author":"Whitehouse","year":"2006","journal-title":"Br. J. Dev. Psychol."},{"key":"ref50","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1123\/jsep.34.5.621","article-title":"Further validation and development of the movement imagery questionnaire","volume":"34","author":"Williams","year":"2012","journal-title":"J. Sport Exerc. Psychol."},{"key":"ref51","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1080\/09658211.2023.2273763","article-title":"Exploring techniques for encoding spoken instructions in working memory: a comparison of verbal rehearsal, motor imagery, self-enactment and action observation","volume":"32","author":"Yang","year":"2024","journal-title":"Memory"},{"key":"ref52","doi-asserted-by":"publisher","first-page":"2230","DOI":"10.3758\/s13423-023-02301-6","article-title":"No need to integrate action information during coarse semantic processing of man-made tools","volume":"30","author":"Yu","year":"2023","journal-title":"Psychon. Bull. 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