{"id":22405,"date":"2019-05-15T12:25:19","date_gmt":"2019-05-15T06:25:19","guid":{"rendered":"https:\/\/www.enago.com\/academy\/?p=22405"},"modified":"2019-05-21T20:16:24","modified_gmt":"2019-05-21T14:16:24","slug":"does-size-matter-understanding-optimal-team-size-for-innovative-research","status":"publish","type":"post","link":"https:\/\/www.enago.com\/academy\/does-size-matter-understanding-optimal-team-size-for-innovative-research\/","title":{"rendered":"Does Size Matter? Understanding Optimal Team Size for Innovative Research"},"content":{"rendered":"<p>You can also listen to this article as an audio recording.<\/p>\n<!--[if lt IE 9]><script>document.createElement('audio');<\/script><![endif]-->\n<audio class=\"wp-audio-shortcode\" id=\"audio-22405-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/mpeg\" src=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2019\/05\/amazon_polly_143.mp3?_=1\" \/><a href=\"https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2019\/05\/amazon_polly_143.mp3\">https:\/\/www.enago.com\/academy\/wp-content\/uploads\/2019\/05\/amazon_polly_143.mp3<\/a><\/audio>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-audio-shortcode mejs-audio\" role=\"application\">\n<div class=\"mejs-inner\"><\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<p>This article features a conversation between two senior Principal Investigators (PIs) on the impact of the size of the research team on research output. The two senior PIs in our discussion are Dr. Kelly Lim, a biomedical researcher, and Dr. Liufei Wang, a chemist.<\/p>\n<p><em>Kelly<\/em>: Liufei! So good to run into you. Congratulations on your latest publication. I heard it\u2019s making waves in your field.<\/p>\n<p><em>Liufei<\/em>: Oh hello Kelly! Thank you so much. Yes, we are delirious with the attention our paper is finally getting. It was an ambitious project, and we were a small team. How is your research going?<\/p>\n<p><em>Kelly<\/em>: Oh, well, I am working as part of quite a large group at the moment. We are processing some preliminary data results, but with so many people in the project, it is slow going.<\/p>\n<p><em>Liufei<\/em>: It must be exciting to be part of such a large project though. Did you hear about <u><a href=\"https:\/\/www.ligo.caltech.edu\/\" target=\"_blank\" rel=\"noopener nofollow\">the LIGO experiment<\/a><\/u>? <u><a href=\"https:\/\/hbr.org\/2019\/02\/research-when-small-teams-are-better-than-big-ones\" target=\"_blank\" rel=\"noopener nofollow\">One thousand authors and a Nobel Prize<\/a><\/u>. It seems like a big team can achieve some fantastic results!<\/p>\n<p><em>Kelly<\/em>: It\u2019s interesting that you mention it. Have you heard about the study that experiment inspired? A group of researchers looked into whether <a href=\"https:\/\/www.nature.com\/articles\/s41586-019-0941-9.epdf?referrer_access_token=zQBlw0tIcXNmBvZoe-CN0tRgN0jAjWel9jnR3ZoTv0PMG6AccJlxzpvw8-b9iOEwapFRJ3K8QkBhaobD1OJ9zFjmozp3v_ybpYD9S2wSBBHLvI-VOrwZ5LkdT2eDUQ4cDSbI4uo0-mfi62U5NMYP51d6RaznvP9oTWhVhbzSLUlESEPHXHav3aMINMcAVuJpZjxbWgjJDOBbbpkzA60tFrhI_xQmb-6PZyAw2VecEFZBFyyDs_rI_QVjiYHfegVGbsmDHximxBp6SIP2fHF7Ww%3D%3D&amp;tracking_referrer=www.theatlantic.com\" target=\"_blank\" rel=\"noopener nofollow\">a large research team or a small research<\/a> team is best to produce disruptive, or innovative, research.<\/p>\n<p><em>Liufei<\/em>: Oh, that is quite interesting. If LIGO inspired them, then inevitably they found that large teams are the most disruptive.<\/p>\n<p><em>Kelly<\/em>: They found the opposite. Small teams of researchers produce disruptive research, while large teams develop that research. They <u><a href=\"https:\/\/www.nytimes.com\/2019\/02\/13\/science\/science-research-psychology.html\" target=\"_blank\" rel=\"noopener nofollow\" class=\"broken_link\">looked at scientific publications<\/a><\/u> from the Web of Science as well as patent filings with the USPTO and software developments from GitHub in their analysis. It was very comprehensive- they reviewed everything from 1954-2014.<\/p>\n<p><em>Liufei<\/em>: That is surprising! How do they explain that result in the context of LIGO winning a Nobel Prize?<\/p>\n<p><em>Kelly<\/em>: I found their methodology quite interesting. They <u><a href=\"https:\/\/thewire.in\/the-sciences\/size-matters-for-disruptive-science-make-research-teams-smaller-not-bigger\" target=\"_blank\" rel=\"noopener nofollow\">looked at the citations in each paper<\/a><\/u> to calculate \u201cdisruption.\u201d So, for example, if someone citing your study also went back and cited the authors whom you cited, your research is not considered disruptive. However, if someone only cited your study, your work is innovative.<\/p>\n<p><em>Liufei<\/em>: I see. So if someone cites my work as the foundation of their argument, then my work has changed the scientific conversation. In other words, I have proposed something new and taken the field in a different direction.<\/p>\n<p><em>Kelly<\/em>: Right. But if they cite all of the authors you cited, then your work is merely building on what is already established- an incremental improvement. The study found that large research teams are much more likely to produce these types of incremental improvements, even if they do so with a larger pool of data or flashier methods.<\/p>\n<p><em>Liufei<\/em>: So, is it true in your experience?<\/p>\n<p><em>Kelly<\/em>: I think so, yes. My current team is about 300 people. We made our funding bid to develop on a recent discovery in the field and won a substantial grant from the NSF. In the past, I\u2019ve been in smaller teams that tried to get similar funding for projects, but it\u2019s much more difficult. Funders really <a href=\"https:\/\/www.nature.com\/articles\/d41586-019-00581-4\" target=\"_blank\" rel=\"noopener nofollow\">favor large teams<\/a> whose research builds on something already demonstrated, because it\u2019s likelier to have a successful outcome. I like working on a large team because we can learn so much from each other, but sometimes it is challenging because new ideas are not always appreciated.<\/p>\n<p><em>Liufei<\/em>: There is much more freedom in working on a smaller team. We have to do a lot more work, but everyone\u2019s voice is easily heard, and anyone can propose new ideas. It\u2019s easy to take the project in a risky direction if you only need to convince a few people. My latest paper is a good example!<\/p>\n<p><em>Kelly<\/em>: Exactly. Even in the context of LIGO, it\u2019s still true. Einstein\u2019s theory of relativity is the basis for LIGO. There was only one author of the original paper- Einstein!<\/p>\n<p><em>Liufei<\/em>: An excellent point. It\u2019s just like that Jeff Bezos quote. \u201cIf you can\u2019t feed a team with two pizzas, it\u2019s too large.\u201d<\/p>\n<p><em>Kelly<\/em>: Ha! I don\u2019t know about that. I think there\u2019s a place for small and large teams- we have to make sure that both receive funding so that innovative research can continue. Ah- I\u2019m so sorry, look at the time! I must meet one of my students.<\/p>\n<p><em>Liufei<\/em>: Great to see you. Bye!<\/p>\n<p>The study shows that small teams are more inclined to produce innovative research than large teams. However, large groups are needed to do meaningful work in research development. Hopefully, this study will push for a more balanced funding approach to ensure that science continues moving forward.<\/p>\n<p>Are you a part of a Large or a Small research team. Share your experiences and thoughts in the comments section below.<\/p>\n<div style=\"display:flex; gap:10px;justify-content:\" class=\"wps-pgfw-pdf-generate-icon__wrapper-frontend\">\n\t\t<a  href=\"https:\/\/www.enago.com\/academy\/wp-json\/wp\/v2\/posts\/22405?action=genpdf&amp;id=22405\" class=\"pgfw-single-pdf-download-button\" ><img data-src=\"https:\/\/www.enago.com\/academy\/wp-content\/plugins\/pdf-generator-for-wp\/admin\/src\/images\/PDF_Tray.svg\" title=\"Generate PDF\" style=\"width:auto; height:45px;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><\/a>\n\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>You can also listen to this article as an audio recording. &nbsp; This article features&hellip;<\/p>\n","protected":false},"author":8169,"featured_media":22408,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"footnotes":""},"categories":[1319,1336],"tags":[1510],"ppma_author":[1908],"class_list":["post-22405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-beyond-publishing","category-phd-cafe","tag-tips-for-phd-students"],"better_featured_image":{"id":22408,"alt_text":"team size","caption":"","description":"It is surprising to acknowledge that the size of the research team has an impact on the research output. 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