Relative age of references as a tool to identify emerging research fields with an application to the field of ecology and environmental sciences

Emerging scientific fields are commonly identified by different citation based bibliometric parameters. However, their main shortcoming is the existence of a time lag needed for a publication to receive citations. In the present study, we assessed the relationship between the age of references in scientific publications and the change in publication rate within a research field. Two indices based on the age of references are presented, the relative age of references and the ratio of references published during the preceding 2 years, and applied thereafter on four datasets from the previously published studies, which assessed eutrophication research, sturgeon research, fisheries research, and the general field of ecology. We observed a consistent pattern that the emerging research topics had a lower median age of references and a higher ratio of references published in the preceding 2 years than their respective general research fields. The main advantage of indices based on the age of references is that they are not influenced by a time lag, and as such they are able to provide insight into current scientific trends. The best potential of the presented indices is to use them combined with other approaches, as each one can reveal different aspects and properties of the assessed data, and provide validation of the obtained results. Their use should be however assessed further before they are employed as standard tools by scientists, science managers and policy makers.

[1]  Henry G. Small,et al.  Tracking and predicting growth areas in science , 2006, Scientometrics.

[2]  Henk F. Moed,et al.  Mapping of science by combined co-citation and word analysis: II: Dynamical aspects , 1991, J. Am. Soc. Inf. Sci..

[3]  Henk F. Moed,et al.  Mapping of science by combined co-citation and word analysis, I. Structural aspects , 1991, J. Am. Soc. Inf. Sci..

[4]  Hao Qiu,et al.  Bibliometric analysis of biological invasions research during the period of 1991 to 2007 , 2009, Scientometrics.

[5]  Lutz Bornmann,et al.  What do citation counts measure? A review of studies on citing behavior , 2008, J. Documentation.

[6]  魏屹东,et al.  Scientometrics , 2018, Encyclopedia of Big Data.

[7]  Carl T. Bergstrom,et al.  Differences in impact factor across fields and over time , 2009 .

[8]  Thierry Lafouge,et al.  Comparative analysis between impact factor and h-index for pharmacology and psychiatry journals , 2010, Scientometrics.

[9]  June M. Verner,et al.  The use of bibliometric and knowledge elicitation techniques to map a knowledge domain: Software Engineering in the 1990s , 2005, Scientometrics.

[10]  Roberto Todeschini,et al.  The j-index: a new bibliometric index and multivariate comparisons between other common indices , 2011, Scientometrics.

[11]  Wolfgang Glänzel,et al.  A Hirsch-type index for journals , 2006, Scientometrics.

[12]  Henk F. Moed,et al.  Mapping of Science by Combined Co-Citation and Word Analysis. I. Structural Aspects , 1991 .

[13]  Wolfgang Glänzel,et al.  A Bibliometric Study of Reference Literature in the Sciences and Social Sciences , 1999, Inf. Process. Manag..

[14]  Johann Hofherr,et al.  Mapping the research on aquaculture. A bibliometric analysis of aquaculture literature , 2011, Scientometrics.

[15]  Yoshiyuki Takeda,et al.  Detecting emerging research fronts based on topological measures in citation networks of scientific publications , 2008 .

[16]  Henry G. Small,et al.  Citation structure of an emerging research area on the verge of application , 2009, Scientometrics.

[17]  L. Egghe An improvement of the h-index: the g-index , 2006 .

[18]  Wolfgang Glänzel,et al.  A bibliometric study based on serial and non-serial reference literature in the sciences and social sciences , 1995 .

[19]  Jorge E. Hirsch,et al.  An index to quantify an individual’s scientific research output that takes into account the effect of multiple coauthorship , 2009, Scientometrics.

[20]  Carl T. Bergstrom Eigenfactor Measuring the value and prestige of scholarly journals , 2007 .

[21]  Wang Jie,et al.  A bibliometric study of the trend in articles related to eutrophication published in Science Citation Index , 2011, Scientometrics.

[22]  Yoshiyuki Takeda,et al.  Tracking emerging technologies in energy research : toward a roadmap for sustainable energy , 2008 .

[23]  Gary G. Yen,et al.  Time line visualization of research fronts , 2003, J. Assoc. Inf. Sci. Technol..

[24]  Brij Mohan Gupta,et al.  Networks of scientific papers: A comparative analysis of co-citation, bibliographic coupling and direct citation , 1977 .

[25]  H. Small,et al.  Tracking and predicting growth areas in science , 2006, Scientometrics.

[26]  Woo Hyoung Lee,et al.  How to identify emerging research fields using scientometrics: An example in the field of Information Security , 2008, Scientometrics.

[27]  Félix de Moya Anegón,et al.  Co-word based thematic analysis of renewable energy (1990–2010) , 2013, Scientometrics.

[28]  Yoshiyuki Takeda,et al.  Optics: a bibliometric approach to detect emerging research domains and intellectual bases , 2009, Scientometrics.

[29]  D. Price Is Technology Historically Independent of Science? A Study in Statistical Historiography , 1965 .

[30]  Leo Egghe Price Index and Its Relation to the Mean and Median Reference Age , 1997, J. Am. Soc. Inf. Sci..

[31]  Ivan Jarić,et al.  Trends in Fisheries Science from 2000 to 2009: A Bibliometric Study , 2012 .

[32]  Carnot E. Nelson,et al.  Communication among scientists and engineers , 1970 .

[33]  Lutz Bornmann,et al.  A multilevel meta-analysis of studies reporting correlations between the h index and 37 different h index variants , 2011, J. Informetrics.

[34]  Rodrigo Costas,et al.  The h-index: Advantages, limitations and its relation with other bibliometric indicators at the micro level , 2007, J. Informetrics.

[35]  Chaomei Chen,et al.  CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature , 2006, J. Assoc. Inf. Sci. Technol..

[36]  Elizabeth A. Corley,et al.  35 years and 160,000 articles: A bibliometric exploration of the evolution of ecology , 2009, Scientometrics.