Hao Peng, Huilian Sophie Qiu, Henrik Barslund Fosse, Brian Uzzi
{"title":"宣传语言与科学创新理念的采用","authors":"Hao Peng, Huilian Sophie Qiu, Henrik Barslund Fosse, Brian Uzzi","doi":"arxiv-2406.02798","DOIUrl":null,"url":null,"abstract":"How are the merits of innovative ideas communicated in science? Here we\nconduct semantic analyses of grant application success with a focus on\nscientific promotional language, which has been growing in frequency in many\ncontexts and purportedly may convey an innovative idea's originality and\nsignificance. Our analysis attempts to surmount limitations of prior studies by\nexamining the full text of tens of thousands of both funded and unfunded grants\nfrom three leading public and private funding agencies: the NIH, the NSF, and\nthe Novo Nordisk Foundation, one of the world's largest private science\nfoundations. We find a robust association between promotional language and the\nsupport and adoption of innovative ideas by funders and other scientists.\nFirst, the percentage of promotional language in a grant proposal is associated\nwith up to a doubling of the grant's probability of being funded. Second, a\ngrant's promotional language reflects its intrinsic level of innovativeness.\nThird, the percentage of promotional language predicts the expected citation\nand productivity impact of publications that are supported by funded grants.\nLastly, a computer-assisted experiment that manipulates the promotional\nlanguage in our data demonstrates how promotional language can communicate the\nmerit of ideas through cognitive activation. With the incidence of promotional\nlanguage in science steeply rising, and the pivotal role of grants in\nconverting promising and aspirational ideas into solutions, our analysis\nprovides empirical evidence that promotional language is associated with\neffectively communicating the merits of innovative scientific ideas.","PeriodicalId":501285,"journal":{"name":"arXiv - CS - Digital Libraries","volume":"12 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Promotional Language and the Adoption of Innovative Ideas in Science\",\"authors\":\"Hao Peng, Huilian Sophie Qiu, Henrik Barslund Fosse, Brian Uzzi\",\"doi\":\"arxiv-2406.02798\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"How are the merits of innovative ideas communicated in science? Here we\\nconduct semantic analyses of grant application success with a focus on\\nscientific promotional language, which has been growing in frequency in many\\ncontexts and purportedly may convey an innovative idea's originality and\\nsignificance. Our analysis attempts to surmount limitations of prior studies by\\nexamining the full text of tens of thousands of both funded and unfunded grants\\nfrom three leading public and private funding agencies: the NIH, the NSF, and\\nthe Novo Nordisk Foundation, one of the world's largest private science\\nfoundations. We find a robust association between promotional language and the\\nsupport and adoption of innovative ideas by funders and other scientists.\\nFirst, the percentage of promotional language in a grant proposal is associated\\nwith up to a doubling of the grant's probability of being funded. Second, a\\ngrant's promotional language reflects its intrinsic level of innovativeness.\\nThird, the percentage of promotional language predicts the expected citation\\nand productivity impact of publications that are supported by funded grants.\\nLastly, a computer-assisted experiment that manipulates the promotional\\nlanguage in our data demonstrates how promotional language can communicate the\\nmerit of ideas through cognitive activation. With the incidence of promotional\\nlanguage in science steeply rising, and the pivotal role of grants in\\nconverting promising and aspirational ideas into solutions, our analysis\\nprovides empirical evidence that promotional language is associated with\\neffectively communicating the merits of innovative scientific ideas.\",\"PeriodicalId\":501285,\"journal\":{\"name\":\"arXiv - CS - Digital Libraries\",\"volume\":\"12 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Digital Libraries\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2406.02798\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Digital Libraries","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.02798","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Promotional Language and the Adoption of Innovative Ideas in Science
How are the merits of innovative ideas communicated in science? Here we
conduct semantic analyses of grant application success with a focus on
scientific promotional language, which has been growing in frequency in many
contexts and purportedly may convey an innovative idea's originality and
significance. Our analysis attempts to surmount limitations of prior studies by
examining the full text of tens of thousands of both funded and unfunded grants
from three leading public and private funding agencies: the NIH, the NSF, and
the Novo Nordisk Foundation, one of the world's largest private science
foundations. We find a robust association between promotional language and the
support and adoption of innovative ideas by funders and other scientists.
First, the percentage of promotional language in a grant proposal is associated
with up to a doubling of the grant's probability of being funded. Second, a
grant's promotional language reflects its intrinsic level of innovativeness.
Third, the percentage of promotional language predicts the expected citation
and productivity impact of publications that are supported by funded grants.
Lastly, a computer-assisted experiment that manipulates the promotional
language in our data demonstrates how promotional language can communicate the
merit of ideas through cognitive activation. With the incidence of promotional
language in science steeply rising, and the pivotal role of grants in
converting promising and aspirational ideas into solutions, our analysis
provides empirical evidence that promotional language is associated with
effectively communicating the merits of innovative scientific ideas.