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A network approach to the analysis of citation flows: A comparative study of two research areas in the natural and the social sciences.

机译:一种网络分析引文流的方法:自然科学和社会科学两个研究领域的比较研究。

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摘要

This dissertation conceptualizes the citation process as a dyadic relationship that simultaneously depends on characteristics of both citing and cited articles. Using data on two research areas, one in astrophysics and one in economics, this research develops a network-analytic approach to analyze all of the citation links from later papers to earlier papers in an area. Specifically, regression analyses examine the extent to which paper, author, and journal characteristics of both potentially citing and potentially cited papers influence the probability that a citation between the papers exists. Substantively, this project extends our understanding of stratification in science by assessing the relative worth of competing arguments on the use and functions of citations. Furthermore, a network approach permits the inclusion of variables indicating various relationships between citing and cited authors and papers so that I can test the argument that social ties between scientists influence their citation decisions. Finally, by adopting a comparative framework, this dissertation tests hypotheses about variation in the allocation of citations across disciplines differentially located along a hard-soft dimension.; Results from both generalized least squares and logistic regressions identify strong effects of cited article quality and content but only weak or insignificant effects of functionally irrelevant characteristics of cited author such as institutional prestige or eminence. These findings tend to support a normative interpretation of the allocation of citations in which citations reflect payment of intellectual debt rather than a social constructivist interpretation in which citations are rhetorical tools of persuasion. Furthermore, the lack of effects of social ties between citing and cited authors provides little support for the argument that authors who know one another are more likely to cite one another's work. Finally, consistent with much of the literature on disciplinary differences, my results suggest that the reward system is more universalistic and less dependent upon ascriptive characteristics in astrophysics than in economics. However, results from these two areas provide only weak support for the argument that the natural sciences differ from the social sciences in their pattern of rapid incorporation of new knowledge and cumulative building upon recent work.
机译:本文将引文过程概念化为二元关系,同时取决于被引文和被引文的特征。这项研究使用两个研究领域的数据,一个是天体物理学领域,另一个是经济学领域,开发了一种网络分析方法来分析该地区后来论文到早期论文的所有引文链接。具体而言,回归分析检查了潜在引用和可能被引用的论文的论文,作者和期刊特征在多大程度上影响了论文之间被引用的可能性。实质上,该项目通过评估关于引用的使用和功能的竞争性论据的相对价值,扩展了我们对科学分层的理解。此外,网络方法允许包含一些变量,这些变量指示引用和被引用的作者与论文之间的各种关系,因此我可以检验科学家之间的社会联系会影响他们的引用决定的论点。最后,通过采用比较框架,本论文检验了关于沿软硬维度不同学科跨学科的引文分配变化的假设。广义最小二乘和逻辑回归的结果表明,被引用文章的质量和内容具有强烈影响,而被引用作者的功能无关特征(如机构声望或知名度)的影响则微弱或无关紧要。这些发现倾向于支持对引用分配的一种规范解释,在这种解释中,引用反映了知识分子债务的支付,而不是一种对社会建构主义的解释,在这种解释中,引用是说服力的修辞工具。此外,被引作者和被引作者之间缺乏社会联系的影响,为相互认识的作者更可能引用彼此的著作这一论点提供了很少的支持。最后,与许多关于学科差异的文献一致,我的结果表明,与经济学相比,天体物理学中的奖赏体系更具普遍性,并且较少依赖于描述性特征。但是,这两个领域的结果仅为自然科学与社会科学的不同之处在于它们迅速吸收新知识并在最近的工作中积累基础的论点提供了微弱的支持。

著录项

  • 作者

    Baldi, Stephane.;

  • 作者单位

    The Ohio State University.;

  • 授予单位 The Ohio State University.;
  • 学科 Sociology Theory and Methods.; History of Science.
  • 学位 Ph.D.
  • 年度 1997
  • 页码 175 p.
  • 总页数 175
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 社会学理论与方法论;自然科学史;
  • 关键词

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