World citation and collaboration networks: uncovering the role of geography in science
arXiv:1209.0781 · doi:10.1038/srep00902
Abstract
Modern information and communication technologies, especially the Internet, have diminished the role of spatial distances and territorial boundaries on the access and transmissibility of information. This has enabled scientists for closer collaboration and internationalization. Nevertheless, geography remains an important factor affecting the dynamics of science. Here we present a systematic analysis of citation and collaboration networks between cities and countries, by assigning papers to the geographic locations of their authors' affiliations. The citation flows as well as the collaboration strengths between cities decrease with the distance between them and follow gravity laws. In addition, the total research impact of a country grows linearly with the amount of national funding for research & development. However, the average impact reveals a peculiar threshold effect: the scientific output of a country may reach an impact larger than the world average only if the country invests more than about 100,000 USD per researcher annually.
arXiv commentPublished version. 9 pages, 5 figures + Appendix, The world citation and collaboration networks at both city and country level are available at http://becs.aalto.fi/~rajkp/datasets.html
References in corpus (11)
- Spatial Networks
- The complex network of global cargo ship movements
- Universality of citation distributions: towards an objective measure of scientific impact
- Mapping change in large networks
- Diffusion-based method for producing density equalizing maps
- Geographical dispersal of mobile communication networks
- Urban Gravity: a Model for Intercity Telecommunication Flows
- Persistence and Uncertainty in the Academic Career
- The Myth of Global Science Collaboration - Collaboration patterns in epistemic communities
- The evolution of interdisciplinarity in physics research
- Modelling temporal and spatial features of collaboration network
Cited by in corpus (41)
- The Matthew effect in empirical data
- Learning Latent Block Structure in Weighted Networks
- Career on the Move: Geography, Stratification, and Scientific Impact
- Information sharing promotes prosocial behaviour
- The distorted mirror of Wikipedia: a quantitative analysis of Wikipedia coverage of academics
- Coauthorship and citation in scientific publishing
- Self-organization of progress across the century of physics
- A universal opportunity model for human mobility
- The Evolution of IJHCS and CHI: A Quantitative Analysis
- Inheritance patterns in citation networks reveal scientific memes
- Detecting anomalous citation groups in journal networks
- New parameter-free mobility model: Opportunity priority selection model
- Investigating the interplay between fundamentals of national research systems: performance, investments and international collaborations
- A quantitative perspective on ethics in large team science
- Traveling Trends: Social Butterflies or Frequent Fliers?
- Density-equalizing maps for simply-connected open surfaces
- Characterizing scientific production and consumption in Physics
- A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations
- Gravity model explained by the radiation model on a population landscape
- Collaboration networks from a large CV database: dynamics, topology and bonus impact
- Does the geographic proximity effect on knowledge spillovers vary across research fields?
- Collaboration and topic switches in science
- Quantifying gender imbalance in East Asian academia: Research career and citation practice
- Knowledge spillovers: does the geographic proximity effect decay over time? A discipline-level analysis, accounting for cognitive proximity, with and without self-citations
- Mapping the UK Webspace: Fifteen Years of British Universities on the Web
- Small World Picture of Worldwide Seismic Events
- Mapping bilateral information interests using the activity of Wikipedia editors
- Free utility model for explaining the social gravity law
- On the challenges ahead of spatial scientometrics focusing on the city level
- How Integrated are Theoretical and Applied Physics?
- Volumetric density-equalizing reference map with applications
- Multiple gravity laws for human mobility within cities
- Driving forces in researchers mobility
- Self-consistent gravity model for inferring node mass in flow networks
- Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models
- The State of the Art in Cartograms
- A Random Dot Product Model for Weighted Networks
- What is the effect of country-specific characteristics on the research performance of scientific institutions? Using multi-level statistical models to rank and map universities and research-focused institutions worldwide
- Funding shapes the anatomy of scientific research
- Learning-based density-equalizing map
- Attention: to Better Stand on the Shoulders of Giants