Searching for converging research using field to field citations

We define converging research as the emergence of an interdisciplinary research area from fields that did not show interdisciplinary connections before. This paper presents a process to search for converging research using journal subject categories as a proxy for fields and citations to measure interdisciplinary connections, as well as an application of this search. The search consists of two phases: a quantitative phase in which pairs of citing and cited fields are located that show a significant change in number of citations, followed by a qualitative phase in which thematic focus is sought in publications associated with located pairs. Applying this search on publications from the Web of Science published between 1995 and 2005, 38 candidate converging pairs were located, 27 of which showed thematic focus, and 20 also showed a similar focus in the other, reciprocal pair.

[1]  I. K. Ravichandra Rao,et al.  Classification of growth models based on growth rates and its applications , 1992, Scientometrics.

[2]  Henry G. Small,et al.  Emerging research fronts in science and technology: patterns of new knowledge development , 2009, Scientometrics.

[3]  Thed N. van Leeuwen,et al.  Impact measures of interdisciplinary research in physics , 2002, Scientometrics.

[4]  A. Gambardella,et al.  Does technological convergence imply convergence in markets? Evidence from the electronics industry , 1998 .

[5]  Steven A. Morris,et al.  Manifestation of emerging specialties in journal literature: A growth model of papers, references, exemplars, bibliographic coupling, cocitation, and clustering coefficient distribution , 2005, J. Assoc. Inf. Sci. Technol..

[6]  Isabel Gómez,et al.  Interdisciplinarity in science: A tentative typology of disciplines and research areas , 2003, J. Assoc. Inf. Sci. Technol..

[7]  Vincent Larivière,et al.  On the relationship between interdisciplinarity and scientific impact , 2009, J. Assoc. Inf. Sci. Technol..

[8]  Amanda Amos,et al.  Drawing the line: an analysis of lay people's discussions about the new genetics , 1998, Public understanding of science.

[9]  Thed N. van Leeuwen,et al.  Citation delay in interdisciplinary knowledge exchange , 2001, Scientometrics.

[10]  T. D. N. Thi,et al.  Why do academic scientists engage in interdisciplinary research , 2005 .

[11]  Carole L. Palmer,et al.  Structures and Strategies of Interdisciplinary Science , 1999, J. Am. Soc. Inf. Sci..

[12]  Ed C. M. Noyons,et al.  Improving the functionality of interactive bibliometric science maps , 2004, Scientometrics.

[13]  Ernst Cassirer,et al.  The Influence of Language upon the Development of Scientific Thought , 1942 .

[14]  Henk F. Moed,et al.  Citation Analysis in Research Evaluation , 1899 .

[15]  Donna M. Mertens.  FROM THE COGNITIVE PARADiGM , 2007 .

[16]  James Joyce,et al.  Perspectives on technology , 1977, Medical History.

[17]  Xavier Gabaix,et al.  Quantifying stock-price response to demand fluctuations. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  Mihail C. Roco,et al.  Converging Technologies for Improving Human Performance , 2003 .

[19]  Göran Persson.  Mistra's role and some lessons learned in the first five years , 1999 .

[20]  Steven A. Morris,et al.  Manifestation of emerging specialties in journal literature: A growth model of papers, references, exemplars, bibliographic coupling, cocitation, and clustering coefficient distribution: Research Articles , 2005 .

[21]  Anthony F. J. van Raan,et al.  Out of particles: Impact of CERN, DESY and SLAC research to fields other than physics , 2006, Scientometrics.

[22]  Ed C. M. Noyons,et al.  Using bibliometric maps to visualise term distribution in scientific papers , 2002, Proceedings Sixth International Conference on Information Visualisation.

[23]  Sybille Hinze,et al.  Bibliographical cartography of an emerging interdisciplinary discipline: The case of bioelectronics , 1994, Scientometrics.

[24]  Harry Eugene Stanley,et al.  Econophysics: can physicists contribute to the science of economics? , 1999, Comput. Sci. Eng..

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

[26]  L. Vaccarezza.  The new production of knowledge. The dinamics of science and research in contemporary societies, Michael Gibbons, Camille Limoges, Hega Nowotny, Simon Schwartzman, Peter Scott y Martin Trow, Londres, SAGE Publications, 1994, 179 páginas. , 1995 .

[27]  Ed C. M. Noyons,et al.  How to identify research groups using publication analysis: an example in the field of nanotechnology , 2006, Scientometrics.

[28]  B. Silverman,et al.  Some Aspects of the Spline Smoothing Approach to Non‐Parametric Regression Curve Fitting , 1985 .

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

[30]  Nebojsa Nakicenovic,et al.  Converging Technologies - Shaping the Future of European Societies , 2004 .

[31]  H. Moed.  Citation Analysis in Research Evaluation (Information Science & Knowledge Management) , 2005 .

[32]  W. Arthur.  Inductive Reasoning and Bounded Rationality , 1994 .

[33]  Anthony F. J. van Raan,et al.  Identification of converging research areas using publication and citation data , 2010 .

[34]  M. Kenward,et al.  An Introduction to the Bootstrap , 2007 .

[35]  Derek J. de Solla Price,et al.  The analysis of square matrices of scientometric transactions , 2005, Scientometrics.

[36]  Jan Berg,et al.  A multidimensional analysis of scientific dynamics. Part I. Case studies of mathematical logic in the 20th century , 1996, Scientometrics.

[37]  Rafael Bailón-Moreno,et al.  Structure and dynamics of scientific networks. Part I: Fundamentals of the quantitative model of translation , 1999, Scientometrics.

[38]  Mihail C. Roco,et al.  Coherence and Divergence of Megatrends in Science and Engineering , 2002 .

[39]  G. Heimeriks,et al.  Disciplinary, Multidisciplinary, Interdisciplinary: Concepts and Indicators. , 2001 .

[40]  Joachim Schummer,et al.  Multidisciplinarity, interdisciplinarity, and patterns of research collaboration in nanoscience and nanotechnology , 2004, Scientometrics.