Population modeling of the emergence and development of scientific fields

被引:113
作者
Bettencourt, Luis M. A. [1 ]
Kaiser, David I. [2 ,6 ]
Kaur, Jasleen [1 ,3 ]
Castillo-Chavez, Carlos [4 ]
Wojick, David E. [5 ]
机构
[1] Los Alamos Natl Lab, Div Theoret, Los Alamos, NM USA
[2] MIT, Ctr Theoret Phys, Nucl Sci Lab, Dept Phys, Cambridge, MA 02139 USA
[3] Indiana Univ, Sch Informat, Bloomington, IN 47405 USA
[4] Arizona State Univ, Dept Math & Stat, Tempe, AZ USA
[5] US DOE, Off Sci & Tech Informat, Oak Ridge, TN USA
[6] Santa Fe Inst, Santa Fe, NM 87501 USA
关键词
D O I
10.1007/s11192-007-1888-4
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We analyze the temporal evolution of emerging fields within several scientific disciplines in terms of numbers of authors and publications. From bibliographic searches we construct databases of authors, papers, and their dates of publication. We show that the temporal development of each field, while different in detail, is well described by population contagion models, suitably adapted from epidemiology to reflect the dynamics of scientific interaction. Dynamical parameters are estimated and discussed to reflect fundamental characteristics of the field, such as time of apprenticeship and recruitment rate. We also show that fields tire characterized by simple scaling laws relating numbers of new publications to new authors, with exponents that reflect increasing or decreasing returns in scientific productivity.
引用
收藏
页码:495 / 518
页数:24
相关论文
共 39 条
[1]   COSMOLOGY FOR GRAND UNIFIED THEORIES WITH RADIATIVELY INDUCED SYMMETRY-BREAKING [J].
ALBRECHT, A ;
STEINHARDT, PJ .
PHYSICAL REVIEW LETTERS, 1982, 48 (17) :1220-1223
[2]  
[Anonymous], LIT ANAL CHEM SCIENT
[3]   The power of a good idea:: Quantitative modeling of the spread of ideas from epidemiological models [J].
Bettencourt, LMA ;
Cintrón-Arias, A ;
Kaiser, DI ;
Castillo-Chávez, C .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 364 :513-536
[4]   Growth, innovation, scaling, and the pace of life in cities [J].
Bettencourt, Luis M. A. ;
Lobo, Jose ;
Helbing, Dirk ;
Kuehnert, Christian ;
West, Geoffrey B. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (17) :7301-7306
[5]   Mapping the backbone of science [J].
Boyack, KW ;
Klavans, R ;
Börner, K .
SCIENTOMETRICS, 2005, 64 (03) :351-374
[6]  
BRAUER F, 2001, TEXTS APPL MATH, V40
[7]   THE EPIDEMIC SPREAD OF FULLERENE RESEARCH [J].
BRAUN, T .
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION IN ENGLISH, 1992, 31 (05) :588-589
[8]   Nanoscience and nanotechnology on the balance [J].
Braun, T ;
Schubert, A ;
Zsindely, S .
SCIENTOMETRICS, 1997, 38 (02) :321-325
[9]   Gatekeeping patterns in nano-titled journals [J].
Braun, Tibor ;
Zsindely, Sandor ;
Diospatonyi, Ildiko ;
Zador, Erika .
SCIENTOMETRICS, 2007, 70 (03) :651-667
[10]   ON THE ROLE OF LONG INCUBATION PERIODS IN THE DYNAMICS OF ACQUIRED IMMUNODEFICIENCY SYNDROME (AIDS) .1. SINGLE POPULATION-MODELS [J].
CASTILLOCHAVEZ, C ;
COOKE, K ;
HUANG, W ;
LEVIN, SA .
JOURNAL OF MATHEMATICAL BIOLOGY, 1989, 27 (04) :373-398