Skip to main content
Log in

Atapuerca: evolution of scientific collaboration in an emergent large-scale research infrastructure

  • Published:
Scientometrics Aims and scope Submit manuscript

Abstract

We study the evolution of scientific collaboration at Atapuerca’s archaeological complex along its emergence as a large-scale research infrastructure (LSRI). Using bibliometric and fieldwork data, we build and analyze co-authorship networks corresponding to the period 1992–2011. The analysis of such structures reveals a stable core of scholars with a long experience in Atapuerca’s fieldwork, which would control coauthorship-related information flows, and a tree-like periphery mostly populated by ‘external’ researchers. Interestingly, this scenario corresponds to the idea of a Equipo de Investigación de Atapuerca, originally envisioned by Atapuerca’s first director 30 years ago. These results have important systemic implications, both in terms of resilience of co-authorship structures and of ‘oriented’ or ‘guided’ self-organized network growth. Taking into account the scientific relevance of LSRIs, we expect a growing number of quantitative studies addressing collaboration among scholars in this sort of facilities in general and, particularly, emergent phenomena like the Atapuerca case.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. Centro Nacional de Investigación sobre la Evolución Humana (CENIEH), http://www.cenieh.es/.

  2. Institut Català de Paleoecologia Humana i Evolució Social (IPHES), http://www.iphes.cat/.

  3. http://www.museoevolucionhumana.com.

  4. http://www.atapuerca.org/.

  5. According to their citation count by May 2012.

  6. http://www.python.org/.

  7. See http://docs.python.org/2/library/difflib.html.

  8. See http://igraph.sourceforge.net/.

References

  • Abbasi, A., Hossain, L., & Leydesdorff, L. (2012). Betweenness centrality as a driver of preferential attachment in the evolution of research collaboration networks. Journal of Informetrics, 6(3), 403–412.

    Article  Google Scholar 

  • Albert, R., & Barabási, A. L. (2002). Statistical mechanics of complex networks. Review of Modern Physics, 74, 47–97.

    Article  MATH  Google Scholar 

  • Arsuaga, J. L., Lorenzo, C., Carretero, J. M., Gracia, A., Martínez, I., García, N., de Castro, J. M. B., et al. (1999). A complete human pelvis from the Middle Pleistocene of Spain. Nature, 399(6733), 255–258.

    Article  Google Scholar 

  • Arsuaga, J. L., Martinez, I., Gracia, A., Carretero, J. M., & Carbonell, E. (1993). Three new human skulls from the sima de los huesos middle pleistocene site in sierra de atapuerca, Spain. Nature, 362(6420), 534–537.

    Article  Google Scholar 

  • Barabási, A., Jeong, H., Nda, Z., Ravasz, E., Schubert, A., & Vicsek, T. (2002). Evolution of the social network of scientific collaborations. Physica A: Statistical Mechanics and its Applications, 311(34), 590–614.

    Article  MATH  MathSciNet  Google Scholar 

  • de Beaver, D., & Rosen, R. (1978). Studies in scientific collaboration. Scientometrics, 1(1), 65–84.

    Article  Google Scholar 

  • de Beaver, D., & Rosen, R. (1979). Studies in scientific collaboration—Part ii. Scientific co-authorship, research productivity and visibility in the French scientific elite, 1799–1830. Scientometrics, 1(2), 133–149.

    Article  Google Scholar 

  • Börner, K., Dall’Asta, L., Ke, W., & Vespignani, A. (2005). Studying the emerging global brain: Analyzing and visualizing the impact of co-authorship teams. Complexity, 10(4), 57–67.

    Article  Google Scholar 

  • Burt, R. S. (2004). Structural holes and good ideas1. American Journal of Sociology, 110(2), 349–399.

    Article  Google Scholar 

  • Carbonell, E., Cáceres, I., Lozano, M., Saladié, P., Rosell, J., Lorenzo, C., Vallverdú, J., et al. (2010). Cultural cannibalism as a paleoeconomic system in the European Lower Pleistocene. Current Anthropology, 51(4), 539–549.

    Article  Google Scholar 

  • Carbonell, E., de Castro, J. B., Arsuaga, J., Diez, J., Rosas, A., Cuenca-Bescos, G., et al. (1995). Lower Pleistocene hominids and artifacts from Atapuerca-TD6 (Spain). Science, 269(5225), 826–830.

    Article  Google Scholar 

  • Carbonell, E., de Castro, J. M. B., Parés, J. M., Pérez-González, A., Cuenca-Bescós, G., Ollé, A., et al. (2008). The first hominin of Europe. Nature, 452(7186), 465–469.

    Article  Google Scholar 

  • Chin, G. Jr., Myers, J., & Hoyt, D. (2002). Social networks in the virtual science laboratory. Communications of the ACM, 45(8), 87–92.

    Article  Google Scholar 

  • Coleman, J. (1990). Foundations of social theory. Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Crane, D. (1972). Invisible colleges: Diffusion of knowledge in scientific communities. Chicago: University of Chicago Press.

    Google Scholar 

  • de Castro, J. M. B., Arsuaga, J. L., Carbonell, E., Rosas, A., Martínez, I., & Mosquera, M. (1997). A hominid from the Lower Pleistocene of Atapuerca, Spain: Possible ancestor to neandertals and modern humans. Science, 276(5317), 1392–1395.

    Article  Google Scholar 

  • de Price, D. J. S. (1986). Little science, big science... and beyond. New York: Columbia University Press.

    Google Scholar 

  • Ding, Y. (2011). Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks. Journal of Informetrics, 5(1), 187–203.

    Article  Google Scholar 

  • European Commission, et al. (2010). A vision for strengthening world-class research infrastructures in the ERA. Report of the expert group on research infrastructures. Brussels: European Commission.

  • Fernández-Jalvo, Y., Díez, J. C., de Castro, J. M. B., Carbonell, E., & Arsuaga, J. L. (1996). Evidence of early cannibalism. Science, 271, 277–278.

    Article  Google Scholar 

  • Franceschet, M., & Costantini, A. (2010). The effect of scholar collaboration on impact and quality of academic papers. Journal of Informetrics, 4(4), 540–553.

    Article  Google Scholar 

  • Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40(1), 35–41.

    Article  Google Scholar 

  • Frenken, K., Hardeman, S., & Hoekman, J. (2009). Spatial scientometrics: Towards a cumulative research program. Journal of Informetrics, 3(3), 222–232.

    Article  Google Scholar 

  • Girvan, M., & Newman, M. E. J. (2002). Community structure in social and biological networks. Proceedings of the National Academy of Science of the USA, 99(12), 7821–7826.

    Article  MATH  MathSciNet  Google Scholar 

  • Glänzel, W. (2001). National characteristics in international scientific co-authorship relations. Scientometrics, 51(1), 69–115.

    Article  Google Scholar 

  • Glänzel, W., & Schubert, A. (2005a). Analysing scientific networks through co-authorship. In Handbook of quantitative science and technology research (pp. 257–276). Dordrecht (NL): Kluwer Academic Publishers.

  • Glänzel, W., & Schubert, A. (2005b). Domesticity and internationality in co-authorship, references and citations. Scientometrics, 65(3), 323–342.

    Article  Google Scholar 

  • Hagstrom, W. O. (1975). The scientific community (Vol. 130). New York: Basic Books.

  • Hara, N., Solomon, P., Kim, S. L., & Sonnenwald, D. H. (2003). An emerging view of scientific collaboration: Scientists’ perspectives on collaboration and factors that impact collaboration. Journal of the American Society for Information Science and Technology, 54(10), 952–965.

    Article  Google Scholar 

  • Havemann, F., Wagner-Döbler, R., & Kretschmer, H. (2001). In Proceedings of the Second Berlin Workshop on Scientometrics and Informetrics, Collaboration in Science and in Technology.

  • He, B., Ding, Y., Tang, J., Reguramalingam, V., & Bollen, J. (2013). Mining diversity subgraph in multidisciplinary scientific collaboration networks: A meso perspective. Journal of Informetrics, 7(1), 117–128.

    Article  Google Scholar 

  • Hennemann, S., Rybski, D., & Liefner, I. (2012). The myth of global science collaboration—Collaboration patterns in epistemic communities. Journal of Informetrics, 6(2), 217–225.

    Article  Google Scholar 

  • Hochadel, O. (2013a). A boom of bones and books: The popularization industry of Atapuerca and human-origins research in contemporary Spain. Public Understanding of Science, 22(5), 530–537.

    Google Scholar 

  • Hochadel, O. (2013b). El Mito de Atapuerca: Orígenes, Ciencia, Divulgación. Barcelona: Edicions UAB.

    Google Scholar 

  • Hou, H., Kretschmer, H., & Liu, Z. (2008). The structure of scientific collaboration networks in scientometrics. Scientometrics, 75(2), 189–202.

    Article  Google Scholar 

  • Jones, B. F., Wuchty, S., & Uzzi, B. (2008). Multi-university research teams: Shifting impact, geography, and stratification in science. Science, 322(5905), 1259–1262.

    Article  Google Scholar 

  • Katz, J. (1994). Geographical proximity and scientific collaboration. Scientometrics, 31(1), 31–43.

    Article  Google Scholar 

  • Katz, J., & Martin, B. R. (1997). What is research collaboration?. Research Policy, 26(1), 1–18.

    Article  Google Scholar 

  • Kraut, R., Egido, C., & Galegher, J. (1988). Patterns of contact and communication in scientific research collaboration. In Proceedings of the 1988 ACM Conference on Computer-Supported Cooperative Work, CSCW ’88, CSCW 88 (pp. 1–12).

  • Kretschmer, H. (2004). Author productivity and geodesic distance in bibliographic co-authorship networks, and visibility on the web. Scientometrics, 60(3), 409–420.

    Article  Google Scholar 

  • Liu, X., Bollen, J., Nelson, M. L., & de Sompel, H. V. (2005). Co-authorship networks in the digital library research community. Information Processing and Management, 41(6), 1462–1480.

    Article  Google Scholar 

  • Mali, F., Kronegger, L., Doreian, P., & Ferligoj, A. (2012). Dynamic scientific co-authorship networks. In A. Scharnhorst, K. Brner, & P. Besselaar (Eds.), Models of science dynamics, understanding complex systems (pp. 195–232). Berlin: Springer.

    Google Scholar 

  • Melin, G., & Persson, O. (1996). Studying research collaboration using co-authorships. Scientometrics, 36(3), 363–377.

    Article  Google Scholar 

  • Newman, M. (2003). The structure and function of complex networks. SIAM Review, 45(2), 167–256.

    Article  MATH  MathSciNet  Google Scholar 

  • Newman, M. (2010). Networks: An introduction. Oxford: Oxford University Press.

    Book  Google Scholar 

  • OECD. (2010). Establishing large international research infrastructures: Issues and options. Report of the Global Science Forum.

  • Perc, M. (2010). Growth and structure of Slovenias scientific collaboration network. Journal of Informetrics, 4(4), 475–482.

    Article  MathSciNet  Google Scholar 

  • Ponds, R., Van Oort, F., & Frenken, K. (2007). The geographical and institutional proximity of research collaboration. Papers in Regional Science, 86(3), 423–443.

    Article  Google Scholar 

  • Viana, M. P., Amancio, D. R., & da F Costa, L. (2013). On time-varying collaboration networks. Journal of Informetrics, 7(2), 371–378.

    Article  Google Scholar 

  • Wasserman, S., & Faust, K. (1994). Social network analysis: Methods and applications (structural analysis in the social sciences) Author: Stanley Wasserman. Cambridge, MA: Cambridge University Press.

    Book  Google Scholar 

  • Wray, K. B. (2002). The epistemic significance of collaborative research. Philosophy of Science, 69(1), 150–168.

    Article  Google Scholar 

  • Wuchty, S., Jones, B. F., & Uzzi, B. (2007). The increasing dominance of teams in production of knowledge. Science, 316(5827), 1036–1039.

    Article  Google Scholar 

  • Zuccala, A. (2006). Modeling the invisible college. Journal of the American Society for Information Science and Technology, 57(2), 152–168.

    Article  Google Scholar 

Download references

Acknowledgments

The authors want to thank Javier Fernández López de Pablo and Ignasi Pastó for fruitful discussions, and the two anonymous referees for their valuable comments on the manuscript. This work has been partially supported by the Spanish DGICYT Grants CGL2012-38434-C03-03 and FIS2012-38266, the Generalitat de Catalunya Grants 2009-SGR-188 and 2009-SGR-838, as well as the FP7-FET Project PLEXMATH. Sergi Lozano acknowledges the Beatriu de Pinós post-doctoral research fellowship (Generalitat de Catalunya and COFUND Marie Curie Actions, EU-FP7), and Alex Arenas the financial support from ICREA Academia and James S. McDonnell Foundation. Fieldwork at Atapuerca is supported by Junta de Castilla y León and Fundación Atapuerca.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sergi Lozano.

Additional information

Sergi Lozano and Alex Arenas are members of the COMPATHEVOL Research Group.

Appendix: TOP-20 articles of Atapuerca

Appendix: TOP-20 articles of Atapuerca

As explained in the main text, the bibliometric dataset was based on the following list of 20 high impact publications reporting the most important empirical findings at the archaeological complex and introducing theories based on them.

  • Carbonell, E.; Bermúdez de Castro, J.M.; Arsuaga, J.L.; Díez, J.C.; Rosas, A.; Cuenca-Bescós, G.; Sala, R.; Mosquera, M. & Rodríguez, X.P. (1995). Lower Pleistocene hominids and artefacts from Atapuerca-TD6 (Spain). Science 269 (5225), 826–830.

  • Arsuaga, J. L., I. Martinez, A. Gracia, and C. Lorenzo. 1997. The Sima de los Huesos crania (Sierra de Atapuerca, Spain). A comparative study. Journal of Human Evolution 33:219–281.

  • Falguères, C., J.-J. Bahain, Y. Yokoyama, J. L. Arsuaga, J. M. Bermúdez de Castro, E. Carbonell, J. L. Bischoff, and J.-M. Dolo. 1999. Earliest humans in Europe: the age of TD6 Gran Dolina, Atapuerca, Spain. Journal of Human Evolution 37:343–352.

  • Arsuaga, J.L.; Martínez, I.; Gracia, A.; Carretero, J.M. & Carbonell, E. (1993): Three new human skulls from the Sima de los Huesos in the Sierra de Atapuerca (Burgos, Spain). Nature 362(6420):534–537.

  • Parés, J. M., and A. Pérez-González. 1995. Paleomagnetic age for hominid fossils at Atapuerca archaeological site, Spain. Science 269:830–832.

  • Carbonell, E.; J. M. Bermúdez de Castro, J. M. Parés, A. Pérez-González, G. Cuenca-Bescós, A. Ollé, M. Mosquera, R. Huguet, J. van der Made, A. Rosas, R. Sala, J. Vallverdú, N. García, D. E. Granger, M. Martinón-Torres, X. P. Rodríguez, G. M. Stock, J. M. Verges, E. Allué, F. Burjachs, I. Cáceres, A. Canals, A. Benito, C. Díez, M. Lozano, A. Mateos, M. Navazo, J. Rodríguez, J. Rosell, J. L. Arsuaga. 2008. The first Hominin of Europe. Nature. 452, 465–469.

  • Fernández-Jalvo, Y., and P. Andrews. 1992. Small mammal taphonomy of Gran Dolina, Atapuerca (Burgos), Spain. Journal of Archaeological Science 19:407–428.

  • Bermúdez de Castro, J. M., J.L. Arsuaga; Carbonell, E; A. Rosas, I. Martínez & M. Mosquera (1997). A Hominid from the Lower Pleistocene of Atapuerca, Spain: Possible Ancestor to Neandertals and Modern Humans. Science 276:1392–1395.

  • Arsuaga, J. L., I. Martinez, A. Gracia, J. M. Carretero, C. Lorenzo, N. Garcia, and A. I. Ortega. 1997. Sima de los Huesos (Sierra de Atapuerca, Spain). The site. Journal of Human Evolution 33:109–127.

  • Parés, J. M., and A. Pérez-González. 1999. Magnetochronology and stratigraphy at Gran Dolina section, Atapuerca (Burgos, Spain). Journal of Human Evolution 37:325–342.

  • Bischoff, J. L., R. W. Williams, R. J. Rosenbauer, A. Aramburu, J. L. Arsuaga, N. García, and G. Cuenca-Bescós. 2007. High-resolution U-series dates from the Sima de los Huesos hominids yields: implications for the evolution of the early Neanderthal lineage. Journal of Archaeological Science 34:763–770.

  • Bischoff, J. L., J. A. Fitzpatrick, L. León, J. L. Arsuaga, C. Falgueres, J. J. Bahain, and T. Bullen. 1997. Geology and preliminary dating of the hominid-bearing sedimentary fill of the Sima de los Huesos chamber, Cueva Mayor of the Sierra de Atapuerca, Burgos, Spain. Journal of Human Evolution 33:129–154.

  • Arsuaga JL, Lorenzo C, Carretero JM, Gracia A, Martinez I, Garcia N, Bermúdez de Castro JM, Carbonell E (1999) A complete human pelvis from the Middle Pleistocene of Spain. Nature 399(6733):255–258.

  • Cuenca-Bescós G, Laplana C, Canudo J.L. (1999). Biochronological implications of the Arvicolidae (Rodentia, Mammalia) from the Lower Pleistocene hominid-bearing level of Trinchera Dolina 6 (TD6, Atapuerca, Spain). Journal of Human Evolution 37(3–4):353–373.

  • Bischoff JL, Shamp DD, Aramburu A, Arsuaga JL, Carbonell E, de Castro JMB (2003). The Sima de los Huesos hominids date to beyond U/Th equilibrium (>350 kyr) and perhaps to 400-500 kyr: New radiometric dates. Journal of Archaeological Science 30(3):275–280.

  • Arsuaga, J. L., I. Martinez, C. Lorenzo, A. Gracia, A. Muñoz, O. Alonso, and J. Gallego. 1999. The human cranial remains from Gran Dolina Lower Pleistocene site (Sierra de Atapuerca, Spain). Journal of Human Evolution 37:431–457.

  • Arsuaga, J. L., Carretero, J.M., Lorenzo, C., Gracia, A., Martínez, I., Bermúdez de Castro, J.M. & Carbonell, E. (1997): Size variation in Middle Pleistocene humans. Science 277:1086–1088.

  • Fernández-Jalvo, Y., Díez, C., Cáceres, I. & Rosell J. 1999. Human cannibalism in the Early Pleistocene of Europe (Gran Dolina, Sierra de Atapuerca, Burgos, Spain). Journal of Human Evolution 37(3–4):591–622.

  • Martínez I, Arsuaga JL (1997) The temporal bones from Sima de los Huesos Middle Pleistocene site (Sierra de Atapuerca, Spain). A phylogenetic approach. Journal of Human Evolution 33(2–3):283–318.

  • Martinón-Torres, M., M. Bastir, et al. (2006). Hominin lower second premolar morphology: evolutionary inferences through geometric morphometric analysis. Journal of Human Evolution 50(5):523–533.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lozano, S., Rodríguez, XP. & Arenas, A. Atapuerca: evolution of scientific collaboration in an emergent large-scale research infrastructure. Scientometrics 98, 1505–1520 (2014). https://doi.org/10.1007/s11192-013-1162-x

Download citation

  • Received:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11192-013-1162-x

Keywords

Navigation