Kevin W. Walker, Donald L. Gilstrap, Vincent F. Scalfani, Elaine Walker
{"title":"Comparing impact of green open access and toll-access publication in the chemical sciences","authors":"Kevin W. Walker, Donald L. Gilstrap, Vincent F. Scalfani, Elaine Walker","doi":"10.1016/j.acalib.2024.102984","DOIUrl":null,"url":null,"abstract":"This study investigates the comparative research impact and dissemination of green open access (GOA) and traditional toll-access (TA) publications within the chemical sciences. Employing programmatic data harvesting via ChemRxiv and Scopus APIs and integrating both descriptive and inferential statistical analyses, this research presents a replicable framework for bibliometric assessment. The findings indicate that GOA publications achieve higher levels of social media engagement and exhibit citation rates comparable to those of TA publications, even when featured in journals with lower h-index scores, suggesting enhanced visibility and sustained readership. Notably, the study underscores the critical importance of controlling for article age, as demonstrated by the significant correlational interactions between age and key bibliometric and altmetric measures. This insight not only fills a gap in existing literature but also informs effective methodological approaches for future analyses. The confirmation of non-normal distribution behaviors in these metrics reinforces the need for non-parametric analytical methods, highlighting the limitations of traditional parametric comparisons. Collectively, these findings contribute to a more comprehensive understanding of how access models shape scholarly impact and underscore the necessity of employing robust, tailored statistical methods. The study advocates for continued longitudinal research to further elucidate the complex dynamics of research dissemination and engagement.","PeriodicalId":520338,"journal":{"name":"The Journal of Academic Librarianship","volume":"82 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"The Journal of Academic Librarianship","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1016/j.acalib.2024.102984","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This study investigates the comparative research impact and dissemination of green open access (GOA) and traditional toll-access (TA) publications within the chemical sciences. Employing programmatic data harvesting via ChemRxiv and Scopus APIs and integrating both descriptive and inferential statistical analyses, this research presents a replicable framework for bibliometric assessment. The findings indicate that GOA publications achieve higher levels of social media engagement and exhibit citation rates comparable to those of TA publications, even when featured in journals with lower h-index scores, suggesting enhanced visibility and sustained readership. Notably, the study underscores the critical importance of controlling for article age, as demonstrated by the significant correlational interactions between age and key bibliometric and altmetric measures. This insight not only fills a gap in existing literature but also informs effective methodological approaches for future analyses. The confirmation of non-normal distribution behaviors in these metrics reinforces the need for non-parametric analytical methods, highlighting the limitations of traditional parametric comparisons. Collectively, these findings contribute to a more comprehensive understanding of how access models shape scholarly impact and underscore the necessity of employing robust, tailored statistical methods. The study advocates for continued longitudinal research to further elucidate the complex dynamics of research dissemination and engagement.
本研究调查了化学科学领域绿色开放存取(GOA)和传统收费存取(TA)出版物的研究影响和传播的比较。本研究通过 ChemRxiv 和 Scopus API 采集程序化数据,并结合描述性和推论性统计分析,提出了一个可复制的文献计量评估框架。研究结果表明,即使在 h 指数较低的期刊上发表,GOA 出版物也能获得更高的社交媒体参与度,并显示出与 TA 出版物相当的引用率。值得注意的是,该研究强调了控制文章年龄的重要性,年龄与关键文献计量学和 Altmetric 计量学之间的显著相关性相互作用就证明了这一点。这一见解不仅填补了现有文献的空白,还为今后的分析提供了有效的方法论。这些指标中的非正态分布行为的确认加强了对非参数分析方法的需求,突出了传统参数比较的局限性。总之,这些发现有助于更全面地了解获取模式是如何形成学术影响力的,并强调了采用稳健的、量身定制的统计方法的必要性。本研究主张继续开展纵向研究,以进一步阐明研究传播和参与的复杂动态。