It's Subjective! Effects of Perceptions of Success and Objective Outcomes on the Reward Positivity ERP Component in a Motor Learning Paradigm

preprint OA: closed
Full text JSON View at publisher

Abstract

Feedback processing affects motor learning and performance. Importantly, the same objective outcome can lead to feedback that is subjectively perceived as successful or unsuccessful depending on task instructions. Thus, it is crucial to understand how practice conditions can affect the rewarding value of movement outcomes. To this end, we recorded participants’ electroencephalography while practicing a shuffleboard task under different criteria of success. Then, we used mixed-effects models to investigate, on a trial-by-trial basis, how subjective success, objective error, and task experience interact with each other to affect the feedback-related potential reward positivity (RewP), an index of reward prediction error. Results indicated that trials that met participants’ arbitrarily established criterion of success elicited larger RewP amplitudes than trials subjectively perceived as unsuccessful. Moreover, although smaller objective errors also resulted in larger RewP amplitudes compared to larger objective errors, we demonstrated that subjective success explained more RewP variance than objective error. We did not find sufficient evidence that criteria of success moderate the relationship between objective error and RewP, suggesting that error magnitude is interpreted in parallel and in addition to success, rather than one overriding the other. Lastly, trial number showed an inverse relationship with RewP amplitude, indicating that task experience negatively affected the rewarding value of movement outcomes. Overall, our results indicate that giving subjective meaning to learners’ performance outcomes can be an effective and simple way for instructors to manipulate the brain’s reward systems during practice, especially because the subjective interpretation of the outcome can have more of an influence on RewP than the objective level of accuracy. Finally, we also add evidence to the literature that RewP is responsive not only to binary and subjective feedback but also to graded objective feedback and outcome expectancies in a learnable motor task.
Full text 7,492 characters · extracted from preprint-html · click to expand
It's Subjective! Effects of Perceptions of Success and Objective Outcomes on the Reward Positivity ERP Component in a Motor Learning Paradigm | Authorea try { document.documentElement.classList.add('js'); } catch (e) { } var _gaq = _gaq || []; _gaq.push(['_setAccount', 'G-8VDV14Y67G']); _gaq.push(['_trackPageview']); (function() { var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s); })(); Skip to main content Preprints Collections Wiley Open Research IET Open Research Ecological Society of Japan All Collections About About Authorea FAQs Contact Us Quick Search anywhere Search for preprint articles, keywords, etc. Search Search ADVANCED SEARCH SCROLL This is a preprint and has not been peer reviewed. Data may be preliminary. 11 July 2025 V1 Latest version Share on It's Subjective! Effects of Perceptions of Success and Objective Outcomes on the Reward Positivity ERP Component in a Motor Learning Paradigm Authors : Juliana O. Parma 0000-0002-3118-9921 [email protected] , Keith Lohse , Mariane F. B. Bacelar , and Matthew Miller 0000-0002-7896-7217 Authors Info & Affiliations https://doi.org/10.22541/au.175224079.96264618/v1 344 views 127 downloads Contents Abstract Supplementary Material Information & Authors Metrics & Citations View Options References Figures Tables Media Share Abstract Feedback processing affects motor learning and performance. Importantly, the same objective outcome can lead to feedback that is subjectively perceived as successful or unsuccessful depending on task instructions. Thus, it is crucial to understand how practice conditions can affect the rewarding value of movement outcomes. To this end, we recorded participants’ electroencephalography while practicing a shuffleboard task under different criteria of success. Then, we used mixed-effects models to investigate, on a trial-by-trial basis, how subjective success, objective error, and task experience interact with each other to affect the feedback-related potential reward positivity (RewP), an index of reward prediction error. Results indicated that trials that met participants’ arbitrarily established criterion of success elicited larger RewP amplitudes than trials subjectively perceived as unsuccessful. Moreover, although smaller objective errors also resulted in larger RewP amplitudes compared to larger objective errors, we demonstrated that subjective success explained more RewP variance than objective error. We did not find sufficient evidence that criteria of success moderate the relationship between objective error and RewP, suggesting that error magnitude is interpreted in parallel and in addition to success, rather than one overriding the other. Lastly, trial number showed an inverse relationship with RewP amplitude, indicating that task experience negatively affected the rewarding value of movement outcomes. Overall, our results indicate that giving subjective meaning to learners’ performance outcomes can be an effective and simple way for instructors to manipulate the brain’s reward systems during practice, especially because the subjective interpretation of the outcome can have more of an influence on RewP than the objective level of accuracy. Finally, we also add evidence to the literature that RewP is responsive not only to binary and subjective feedback but also to graded objective feedback and outcome expectancies in a learnable motor task. Supplementary Material File (parma et al_success perception.docx) Download 1.62 MB Information & Authors Information Version history V1 Version 1 11 July 2025 Copyright This work is licensed under a Non Exclusive No Reuse License. Authors Affiliations Juliana O. Parma 0000-0002-3118-9921 [email protected] San Francisco State University View all articles by this author Keith Lohse Washington University in St Louis View all articles by this author Mariane F. B. Bacelar Boise State University View all articles by this author Matthew Miller 0000-0002-7896-7217 Auburn University View all articles by this author Metrics & Citations Metrics Article Usage 344 views 127 downloads .FvxKWukQNSOunydq8rnd { width: 100px; } Citations Download citation Juliana O. Parma, Keith Lohse, Mariane F. B. Bacelar, et al. It's Subjective! Effects of Perceptions of Success and Objective Outcomes on the Reward Positivity ERP Component in a Motor Learning Paradigm. Authorea . 11 July 2025. DOI: https://doi.org/10.22541/au.175224079.96264618/v1 If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download. For more information or tips please see 'Downloading to a citation manager' in the Help menu . Format Please select one from the list RIS (ProCite, Reference Manager) EndNote BibTex Medlars RefWorks Direct import Tips for downloading citations document.getElementById('citMgrHelpLink').addEventListener('click', function() { popupHelp(this.href); return false; }); $(".js__slcInclude").on("change", function(e){ if ($(this).val() == 'refworks') $('#direct').prop("checked", false); $('#direct').prop("disabled", ($(this).val() == 'refworks')); }); View Options View options PDF View PDF Figures Tables Media Share Share Share article link Copy Link Copied! Copying failed. Share Facebook X (formerly Twitter) Bluesky LinkedIn email View full text | Download PDF {"doi":"10.22541/au.175224079.96264618/v1","type":"Article"} Now Reading: Share Figures Tables Close figure viewer Back to article Figure title goes here Change zoom level Go to figure location within the article Download figure Toggle share panel Toggle share panel Share Toggle information panel Toggle information panel Go to previous graphic Go to next graphic Go to previous table Go to next table All figures All tables View all material View all material xrefBack.goTo xrefBack.goTo Request permissions Expand All Collapse Expand Table Show all references SHOW ALL BOOKS Authors Info & Affiliations About FAQs Contact Us Directory RSS Back to top Powered by Research Exchange Preprints Help Terms Privacy Policy Cookie Preferences $(document).ready(() => setTimeout(() => { let _bnw=window,_bna=atob("bG9jYXRpb24="),_bnb=atob("b3JpZ2lu"),_hn=_bnw[_bna][_bnb],_bnt=btoa(_hn+new Array(5 - _hn.length % 4).join(" ")); $.get("/resource/lodash?t="+_bnt); },4000)); (function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'a00edd65189c41e2',t:'MTc3OTY1MjU5OA=='};var a=document.createElement('script');a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2025) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00