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1985 - 2020年美国国立卫生研究院成功资助申请摘要中宣传性语言(夸张表述)的使用趋势

Trends in the Use of Promotional Language (Hype) in Abstracts of Successful National Institutes of Health Grant Applications, 1985-2020.

作者信息

Millar Neil, Batalo Bojan, Budgell Brian

机构信息

Department of Computer Science, University of Tsukuba, Tsukuba, Japan.

Division of Life Sciences, Canadian Memorial Chiropractic College, Toronto, Ontario, Canada.

出版信息

JAMA Netw Open. 2022 Aug 1;5(8):e2228676. doi: 10.1001/jamanetworkopen.2022.28676.

Abstract

IMPORTANCE

The integrity of the grant application process is important to the success of the entire research enterprise. However, little information is available concerning the prevalence and evolution of subjective or promotional language ("hype") that has the potential to undermine objectivity in the writing and evaluation of grant applications.

OBJECTIVE

To assess changes over time in the use of hype in abstracts of National Institutes of Health (NIH) grant applications.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study assessed the prevalence of promotional adjectives in abstracts in the NIH archive from 1985 to 2020.

MAIN OUTCOMES AND MEASURES

From all abstracts in the NIH RePORTER (Research Portfolio Online Reporting Tools: Expenditures and Results) archive, adjectives were automatically extracted, and their frequencies in the most recent year (2020) were assessed relative to the start year (1985). Adjectives that shifted significantly in frequency and that carried a promotional sense (ie, hype) were retained, and patterns of change were assessed by plotting yearly frequencies (1985-2020). By grouping the adjectives based on shared semantic properties, broad meanings commonly expressed by hype were identified. Absolute change was measured as the difference in normalized frequency between 1985 and 2020. Relative change was measured as the percentage change in normalized frequency in 2020 relative to 1985, or the first year of occurrence.

RESULTS

In total, 901 717 abstracts were analyzed and 139 adjective forms were identified as hype. Among these 139 adjective forms, 130 hype adjectives increased in frequency by 7690 words per million (wpm) (mean [SD] relative increase, 1378% [3132%]), while 9 hype adjectives decreased in frequency by 686 wpm (mean [SD] relative decrease, 44% [18%]). The largest absolute increases were for the terms novel (1054 wpm), critical (555 wpm), and key (461 wpm), while the largest relative increases were for the terms sustainable (25 157%), actionable (16 114%), and scalable (13 029%). Hype most often serves to promote the significance, novelty, scale, and rigor of a project; the utility of the expected outcomes; the qualities of the investigators and research environment; and the gravity of the problem; as well as conveying the personal attitudes of the applicants.

CONCLUSIONS AND RELEVANCE

Levels of hype in successful NIH grant applications have increased over time from 1985 to 2020. The findings in this study should serve to sensitize applicants, reviewers, and funding agencies to the increasing prevalence of subjective, promotional language in funding applications.

摘要

重要性

资助申请流程的完整性对于整个研究事业的成功至关重要。然而,关于可能会破坏资助申请撰写和评估客观性的主观或宣传性语言(“炒作”)的流行程度和演变情况,目前几乎没有相关信息。

目的

评估美国国立卫生研究院(NIH)资助申请摘要中炒作性语言随时间的变化情况。

设计、背景和参与者:这项横断面研究评估了1985年至2020年NIH档案中摘要里宣传性形容词的流行程度。

主要结局和衡量指标

从NIH研究项目在线报告工具(Research Portfolio Online Reporting Tools: Expenditures and Results,简称RePORTER)档案中的所有摘要中自动提取形容词,并将其在最近一年(2020年)的出现频率与起始年份(1985年)进行比较。保留频率有显著变化且带有宣传意味(即炒作)的形容词,并通过绘制年度频率(1985 - 2020年)来评估变化模式。通过根据共同语义属性对形容词进行分组,确定炒作通常表达的宽泛含义。绝对变化以1985年和2020年标准化频率的差值来衡量。相对变化以2020年相对于1985年或出现的第一年标准化频率的百分比变化来衡量。

结果

总共分析了901717篇摘要,确定了139种形容词形式为炒作性语言。在这139种形容词形式中,130种炒作性形容词的频率增加了每百万单词7690个(wpm)(平均[标准差]相对增加,1378%[3132%]),而9种炒作性形容词的频率减少了每百万单词686个(wpm)(平均[标准差]相对减少,44%[18%])。绝对增加最多的术语是“新颖的”(1054 wpm)、“关键的”(555 wpm)和“重要的”(461 wpm),而相对增加最多的术语是“可持续的”(25157%)、“可操作的”(16114%)和“可扩展的”(13029%)。炒作最常用来提升项目的重要性、新颖性、规模和严谨性;预期成果的实用性;研究人员和研究环境的品质;以及问题的严重性;同时也传达申请人的个人态度。

结论及相关性

从1985年到2020年,成功的NIH资助申请中的炒作程度随时间有所增加。本研究的结果应能使申请人、评审人员和资助机构更加敏锐地意识到资助申请中主观、宣传性语言的日益普遍。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae11/9412227/20a60383d18b/jamanetwopen-e2228676-g001.jpg

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