ArticleJAMA network open2022
Trends in the Use of Promotional Language (Hype) in Abstracts of Successful National Institutes of Health Grant Applications, 1985-2020.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- Accelerated use of artificial intelligence-associated vocabulary in Japanese surgical journals after 2023.Surgery today · 2026Article
- National-, institutional-, and individual-level determinants of pharmacology and pharmacy research excellence: an analysis of stanford-elsevier lists of the top 2% scholars (2017-2023).Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Challenging Reward Structures and Organizational Cultures that Propagate Stem Cell Hyperbole.Stem cell reviews and reports · 2025Review
- Autism ableism seen through research abstract contents: A mixed-methods analysis of language in NIH-funded genetic and genomic autism research.Autism : the international journal of research and practice · 2025Article
- Scientific publications that use promotional language in the abstract receive more citations and public attention.Communications psychology · 2025Article
- Gene drive: communication, hype, and the publics.Journal of medical entomology · 2025Article
- Extrusion bioprinting: meeting the promise of human tissue biofabrication?Progress in biomedical engineering (Bristol, England) · 2025Review
- Article
- The rise of promotional rhetoric in the Discussion Sections of an interdisciplinary field: a diachronic perspective.Frontiers in psychology · 2025Article
- Use of Promotional Language in Grant Applications and Grant Success.JAMA network open · 2024Article
- "Best Paper" awards lack transparency, inclusivity, and support for Open Science.PLoS biology · 2024Article
- Promotional language and the adoption of innovative ideas in science.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Increasing Use of Promotional Language in Orthopaedic Surgery Abstracts-An Analysis of 112,916 Abstracts 1985 to 2020.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2024Article
- Biochar in the British print news media: an analysis of promissory discourse and the creation of expectations about carbon removal.Science as culture · 2024Article
- Promotional Language (Hype) in Abstracts of Publications of National Institutes of Health-Funded Research, 1985-2020.JAMA network open · 2023Article
- Trends in the Use of Promotional Language (Hype) in National Institutes of Health Funding Opportunity Announcements, 1992-2020.JAMA network open · 2022Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.