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2 changes: 1 addition & 1 deletion abeles-et-al-2023/index.html
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function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-PTJE4Z001J');</script><meta name="generator" content="Hexo 6.3.0"></head><body><div class="page-top animated fadeInDown"><div class="nav"><li><a href="/opendata">Home</a></li><li><a href="/opendata/archives">Archives</a></li><li><a href="/opendata/tags">Tags</a></li><li><a href="/opendata/about">About</a></li><li><a href="/opendata/contribute">Contribute</a></li></div><div class="information"><div class="nav_right_btn"><li><a class="fa fa-chevron-left" onclick="window.history.go(-1)"></a></li><li><a class="fa fa-search" onclick="openWindow();"></a></li></div><div class="avatar"><img src="/opendata/images/logo.webp" alt="favicon"></div></div></div><div class="sidebar animated fadeInDown"><div class="sidebar-top"><div class="logo-title"><div class="title"><img src="/opendata/images/logo.webp" style="width:175px;" alt="favicon"><h3 title=""><a href="/opendata">OpenData</a></h3><div class="description"><p>A collection of publicly available<br>behavioral datasets</p></div></div><ul class="social-links"><li><a target="_blank" rel="noopener" href="https://github.com/nimh-dsst/opendata"><i class="fa fa-github"></i></a></li></ul></div></div><div class="footer"><div class="p"> <span> MIT License </span><i class="fa fa-star"></i><span> DSST/NIMH</span></div><div class="by_farbox"><span>Powered by </span><a href="https://hexo.io/zh-cn/" target="_blank">Hexo </a><span> & </span><span>Anatolo </span></div><div class="beian"></div></div></div><div class="main"><div class="autopagerize_page_element"><div class="content"><div class="post-page"><div class="post animated fadeInDown"><div class="post-title"><h3><a>Abeles et al. (2023)</a></h3></div><div class="post-subtitle"><h4>Initial motor skill performance predicts future performance, but not learning</h4></div><div class="post-links"><a target="_blank" rel="noopener" href="https://doi.org/10.1038/s41598-023-38231-5">[Paper] </a><a target="_blank" rel="noopener" href="https://osf.io/rxmpz"> [Data]</a></div><div class="post-content"><p><p>People show vast variability in skill performance and learning. What determines a person’s individual performance and learning ability? In this study we explored the possibility to predict participants’ future performance and learning, based on their behavior during initial skill acquisition. We recruited a large online multi-session sample of participants performing a sequential tapping skill learning task. We used machine learning to predict future performance and learning from raw data acquired during initial skill acquisition, and from engineered features calculated from the raw data. Strong correlations were observed between initial and final performance, and individual learning was not predicted. While canonical experimental tasks developed and selected to detect average effects may constrain insights regarding individual variability, development of novel tasks may shed light on the underlying mechanism of individual skill learning, relevant for real-life scenarios.</p>
</p></div><div class="post-footer"><div class="meta"><div class="info"><i class="fa fa-tag"></i></div></div></div></div><div class="pagination"><ul class="clearfix"><li class="pre pagbuttons"><a class="btn" role="navigation" href="/opendata/zika-et-al-2023/" title="Zika et al. (2023)">Previous</a></li><li class="next pagbuttons"><a class="btn" role="navigation" href="/opendata/marzuki-et-al-2023/" title="Marzuki et al. (2023)">Next</a></li></ul></div><script src="/opendata/js/visitors.js"></script></div></div></div></div><script src="/opendata/js/jquery-migrate-1.2.1.min.js"></script><script src="/opendata/js/jquery.appear.js"></script><script src="/opendata/js/add-bookmark.js"></script><script>(function(window){var INSIGHT_CONFIG={TRANSLATION:{POSTS:"Posts",PAGES:"Pages",CATEGORIES:"Categories",TAGS:"Tags",UNTITLED:"(Untitled)",},CONTENT_URL:"/opendata/content.json",};window.INSIGHT_CONFIG=INSIGHT_CONFIG})(window);</script><script src="/opendata/js/insight.js" defer></script><div class="searchbox ins-search"><div class="searchbox-container ins-search-container"><div class="searchbox-input-wrapper"><input class="searchbox-input ins-search-input" type="text" placeholder="Search..."><span class="searchbox-close"><a class="fa fa-times-circle" onclick="closeWindow();"></a></span></div><div class="searchbox-result-wrapper ins-section-wrapper"><div class="ins-section-container"><p>Seraching...</p></div></div></div></div></body></html>
</p></div><div class="post-footer"><div class="meta"><div class="info"><i class="fa fa-tag"></i></div></div></div></div><div class="pagination"><ul class="clearfix"><li class="pre pagbuttons"><a class="btn" role="navigation" href="/opendata/zika-et-al-2023/" title="Zika et al. (2023)">Previous</a></li><li class="next pagbuttons"><a class="btn" role="navigation" href="/opendata/laplante-et-al-2023/" title="Laplante et al. (2023)">Next</a></li></ul></div><script src="/opendata/js/visitors.js"></script></div></div></div></div><script src="/opendata/js/jquery-migrate-1.2.1.min.js"></script><script src="/opendata/js/jquery.appear.js"></script><script src="/opendata/js/add-bookmark.js"></script><script>(function(window){var INSIGHT_CONFIG={TRANSLATION:{POSTS:"Posts",PAGES:"Pages",CATEGORIES:"Categories",TAGS:"Tags",UNTITLED:"(Untitled)",},CONTENT_URL:"/opendata/content.json",};window.INSIGHT_CONFIG=INSIGHT_CONFIG})(window);</script><script src="/opendata/js/insight.js" defer></script><div class="searchbox ins-search"><div class="searchbox-container ins-search-container"><div class="searchbox-input-wrapper"><input class="searchbox-input ins-search-input" type="text" placeholder="Search..."><span class="searchbox-close"><a class="fa fa-times-circle" onclick="closeWindow();"></a></span></div><div class="searchbox-result-wrapper ins-section-wrapper"><div class="ins-section-container"><p>Seraching...</p></div></div></div></div></body></html>
2 changes: 1 addition & 1 deletion abir-et-al-2023/index.html
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function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-PTJE4Z001J');</script><meta name="generator" content="Hexo 6.3.0"></head><body><div class="page-top animated fadeInDown"><div class="nav"><li><a href="/opendata">Home</a></li><li><a href="/opendata/archives">Archives</a></li><li><a href="/opendata/tags">Tags</a></li><li><a href="/opendata/about">About</a></li><li><a href="/opendata/contribute">Contribute</a></li></div><div class="information"><div class="nav_right_btn"><li><a class="fa fa-chevron-left" onclick="window.history.go(-1)"></a></li><li><a class="fa fa-search" onclick="openWindow();"></a></li></div><div class="avatar"><img src="/opendata/images/logo.webp" alt="favicon"></div></div></div><div class="sidebar animated fadeInDown"><div class="sidebar-top"><div class="logo-title"><div class="title"><img src="/opendata/images/logo.webp" style="width:175px;" alt="favicon"><h3 title=""><a href="/opendata">OpenData</a></h3><div class="description"><p>A collection of publicly available<br>behavioral datasets</p></div></div><ul class="social-links"><li><a target="_blank" rel="noopener" href="https://github.com/nimh-dsst/opendata"><i class="fa fa-github"></i></a></li></ul></div></div><div class="footer"><div class="p"> <span> MIT License </span><i class="fa fa-star"></i><span> DSST/NIMH</span></div><div class="by_farbox"><span>Powered by </span><a href="https://hexo.io/zh-cn/" target="_blank">Hexo </a><span> & </span><span>Anatolo </span></div><div class="beian"></div></div></div><div class="main"><div class="autopagerize_page_element"><div class="content"><div class="post-page"><div class="post animated fadeInDown"><div class="post-title"><h3><a>Abir et al. (2023)</a></h3></div><div class="post-subtitle"><h4>Human Exploration Strategically Balances Approaching and Avoiding Uncertainty</h4></div><div class="post-links"><a target="_blank" rel="noopener" href="https://doi.org/10.31234/osf.io/gtxam">[Paper] </a><a target="_blank" rel="noopener" href="https://osf.io/6zyev/"> [Data]</a></div><div class="post-content"><p><p>The purpose of exploration is to reduce goal-relevant uncertainty. This can be achieved by choosing to explore the parts of the environment one is most uncertain about. Humans, however, often choose to avoid uncertainty. How do humans balance approaching and avoiding uncertainty during exploration? To answer this question, we developed a task requiring participants to explore a simulated environment towards a clear goal. We compared human choices to the predictions of the optimal exploration policy and a hierarchy of simpler strategies. We found that participants generally explored the object they were more uncertain about. However, when overall uncertainty about choice options was high, participants avoided objects they were more uncertain about, learning instead about better known objects. We examined reaction times and individual differences to understand the costs and benefits of this strategy. We conclude that balancing approaching and avoiding uncertainty ameliorates the costs of exploration in a resource-rational manner.</p>
</p></div><div class="post-footer"><div class="meta"><div class="info"><i class="fa fa-tag"></i><a class="tag" href="/opendata/tags/explore-exploit/" title="explore/exploit">explore/exploit </a><a class="tag" href="/opendata/tags/2-arm-bandit/" title="2-arm bandit">2-arm bandit </a></div></div></div></div><div class="pagination"><ul class="clearfix"><li class="pre pagbuttons"><a class="btn" role="navigation" href="/opendata/wall-et-al-2023/" title="Wall et al. (2023)">Previous</a></li><li class="next pagbuttons"><a class="btn" role="navigation" href="/opendata/oguchi-et-al-2023/" title="Oguchi et al. (2023)">Next</a></li></ul></div><script src="/opendata/js/visitors.js"></script></div></div></div></div><script src="/opendata/js/jquery-migrate-1.2.1.min.js"></script><script src="/opendata/js/jquery.appear.js"></script><script src="/opendata/js/add-bookmark.js"></script><script>(function(window){var INSIGHT_CONFIG={TRANSLATION:{POSTS:"Posts",PAGES:"Pages",CATEGORIES:"Categories",TAGS:"Tags",UNTITLED:"(Untitled)",},CONTENT_URL:"/opendata/content.json",};window.INSIGHT_CONFIG=INSIGHT_CONFIG})(window);</script><script src="/opendata/js/insight.js" defer></script><div class="searchbox ins-search"><div class="searchbox-container ins-search-container"><div class="searchbox-input-wrapper"><input class="searchbox-input ins-search-input" type="text" placeholder="Search..."><span class="searchbox-close"><a class="fa fa-times-circle" onclick="closeWindow();"></a></span></div><div class="searchbox-result-wrapper ins-section-wrapper"><div class="ins-section-container"><p>Seraching...</p></div></div></div></div></body></html>
</p></div><div class="post-footer"><div class="meta"><div class="info"><i class="fa fa-tag"></i><a class="tag" href="/opendata/tags/explore-exploit/" title="explore/exploit">explore/exploit </a><a class="tag" href="/opendata/tags/2-arm-bandit/" title="2-arm bandit">2-arm bandit </a></div></div></div></div><div class="pagination"><ul class="clearfix"><li class="pre pagbuttons"><a class="btn" role="navigation" href="/opendata/filmer-et-al-2023/" title="Filmer et al. (2023)">Previous</a></li><li class="next pagbuttons"><a class="btn" role="navigation" href="/opendata/oguchi-et-al-2023/" title="Oguchi et al. (2023)">Next</a></li></ul></div><script src="/opendata/js/visitors.js"></script></div></div></div></div><script src="/opendata/js/jquery-migrate-1.2.1.min.js"></script><script src="/opendata/js/jquery.appear.js"></script><script src="/opendata/js/add-bookmark.js"></script><script>(function(window){var INSIGHT_CONFIG={TRANSLATION:{POSTS:"Posts",PAGES:"Pages",CATEGORIES:"Categories",TAGS:"Tags",UNTITLED:"(Untitled)",},CONTENT_URL:"/opendata/content.json",};window.INSIGHT_CONFIG=INSIGHT_CONFIG})(window);</script><script src="/opendata/js/insight.js" defer></script><div class="searchbox ins-search"><div class="searchbox-container ins-search-container"><div class="searchbox-input-wrapper"><input class="searchbox-input ins-search-input" type="text" placeholder="Search..."><span class="searchbox-close"><a class="fa fa-times-circle" onclick="closeWindow();"></a></span></div><div class="searchbox-result-wrapper ins-section-wrapper"><div class="ins-section-container"><p>Seraching...</p></div></div></div></div></body></html>
5 changes: 5 additions & 0 deletions ahl-et-al-2023/index.html
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<!DOCTYPE html><html lang="zh-CN"><head><meta charset="utf-8"><meta name="X-UA-Compatible" content="IE=edge"><meta name="author" content="DSST/NIMH"><title>Ahl et al. (2023) · OpenData</title><meta name="description" content="Judgments surrounding resource acquisition and valuation are ubiquitous in daily life. How do humans decide what something is worth to themselves or s"><meta name="keywords"><meta content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=0" name="viewport"><meta content="yes" name="apple-mobile-web-app-capable"><meta content="black" name="apple-mobile-web-app-status-bar-style"><meta content="telephone=no" name="format-detection"><meta name="renderer" content="webkit"><link rel="shortcut icon" type="image/x-icon" href="/images/favicon.webp"><link rel="stylesheet" href="/opendata/css/style.css"><link rel="stylesheet" href="/opendata/css/blog_basic.css"><link rel="stylesheet" href="/opendata/css/font-awesome.min.css"><link rel="stylesheet" href="/opendata/css/insight.css"><link rel="stylesheet" href="/opendata/css/search.css"><link rel="alternate" type="application/atom+xml" title="ATOM 1.0" href="/atom.xml"><script src="/opendata/js/jquery.js"></script><!-- Global site tag (gtag.js) - Google Analytics--><script async src="https://www.googletagmanager.com/gtag/js?id=G-PTJE4Z001J"></script><script>window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-PTJE4Z001J');</script><meta name="generator" content="Hexo 6.3.0"></head><body><div class="page-top animated fadeInDown"><div class="nav"><li><a href="/opendata">Home</a></li><li><a href="/opendata/archives">Archives</a></li><li><a href="/opendata/tags">Tags</a></li><li><a href="/opendata/about">About</a></li><li><a href="/opendata/contribute">Contribute</a></li></div><div class="information"><div class="nav_right_btn"><li><a class="fa fa-chevron-left" onclick="window.history.go(-1)"></a></li><li><a class="fa fa-search" onclick="openWindow();"></a></li></div><div class="avatar"><img src="/opendata/images/logo.webp" alt="favicon"></div></div></div><div class="sidebar animated fadeInDown"><div class="sidebar-top"><div class="logo-title"><div class="title"><img src="/opendata/images/logo.webp" style="width:175px;" alt="favicon"><h3 title=""><a href="/opendata">OpenData</a></h3><div class="description"><p>A collection of publicly available<br>behavioral datasets</p></div></div><ul class="social-links"><li><a target="_blank" rel="noopener" href="https://github.com/nimh-dsst/opendata"><i class="fa fa-github"></i></a></li></ul></div></div><div class="footer"><div class="p"> <span> MIT License </span><i class="fa fa-star"></i><span> DSST/NIMH</span></div><div class="by_farbox"><span>Powered by </span><a href="https://hexo.io/zh-cn/" target="_blank">Hexo </a><span> & </span><span>Anatolo </span></div><div class="beian"></div></div></div><div class="main"><div class="autopagerize_page_element"><div class="content"><div class="post-page"><div class="post animated fadeInDown"><div class="post-title"><h3><a>Ahl et al. (2023)</a></h3></div><div class="post-subtitle"><h4>Having less means wanting more: Children hold an intuitive economic theory of diminishing marginal utility</h4></div><div class="post-links"><a target="_blank" rel="noopener" href="https://doi.org/10.1016/j.cognition.2023.105367">[Paper] </a><a target="_blank" rel="noopener" href="https://osf.io/fub2x"> [Data]</a></div><div class="post-content"><p><p>Judgments surrounding resource acquisition and valuation are ubiquitous in daily life. How do humans decide what something is worth to themselves or someone else? One important cue to value is that of resource quantity. As described by economists, the principle of diminishing marginal utility (DMU) holds that as resource abundance increases, the value placed on each unit decreases; likewise, when resources become more scarce, the value placed on each unit rises. While prior research suggests that adults make judgments that align with this concept, it is unclear whether children do so. In Study 1 (n &#x3D; 104), children (ages 5 through 8) were presented with scenarios involving losses or gains to others’ resources and predicted the actions and emotions of the individuals involved. Participants made decisions that aligned with DMU, e.g., expecting individuals with fewer resources to expend more effort for an additional resource than individuals with greater resources. In Study 2 (n &#x3D; 104), children incorporated information about preferences when inferring others’ resource valuations, showing how quantity and preference are both included in children’s inferences about others’ utility. Our results indicate the early emergence of an intuitive economic theory that aligns with an important economic principle. Long before formal learning on this topic, children integrate quantity and preference information to sensibly predict others’ resource valuations, with implications for economic decision-making, social preferences, and judgments of partner quality across the lifespan.</p>
</p></div><div class="post-footer"><div class="meta"><div class="info"><i class="fa fa-tag"></i></div></div></div></div><div class="pagination"><ul class="clearfix"><li class="pre pagbuttons"><a class="btn" role="navigation" href="/opendata/barnby-et-al-2023/" title="Barnby et al. (2023)">Previous</a></li><li class="next pagbuttons"><a class="btn" role="navigation" href="/opendata/emerson-conway-2023/" title="Emerson &amp; Conway (2023)">Next</a></li></ul></div><script src="/opendata/js/visitors.js"></script></div></div></div></div><script src="/opendata/js/jquery-migrate-1.2.1.min.js"></script><script src="/opendata/js/jquery.appear.js"></script><script src="/opendata/js/add-bookmark.js"></script><script>(function(window){var INSIGHT_CONFIG={TRANSLATION:{POSTS:"Posts",PAGES:"Pages",CATEGORIES:"Categories",TAGS:"Tags",UNTITLED:"(Untitled)",},CONTENT_URL:"/opendata/content.json",};window.INSIGHT_CONFIG=INSIGHT_CONFIG})(window);</script><script src="/opendata/js/insight.js" defer></script><div class="searchbox ins-search"><div class="searchbox-container ins-search-container"><div class="searchbox-input-wrapper"><input class="searchbox-input ins-search-input" type="text" placeholder="Search..."><span class="searchbox-close"><a class="fa fa-times-circle" onclick="closeWindow();"></a></span></div><div class="searchbox-result-wrapper ins-section-wrapper"><div class="ins-section-container"><p>Seraching...</p></div></div></div></div></body></html>
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