Abstract
Sustainable development (SD) was posited almost three decades ago by the World Commission on Environment and Development (WCED) as an integrated approach for addressing concerns regarding a number of environmental and socio-economic issues. To represent the knowledge structure and evolution of SD in the post-WCED era, this paper resorted to CiteSpace to identify and visualize cited references and keyword networks, the distribution of categories and countries, and highly cited references relating to SD research. Two indicators embedded in CiteSpace were introduced to investigate intellectual turning points and pivotal points to outline the emerging trends, and furthermore, a new indicator (BC × CB) was developed and applied for keyword analysis. Our findings were as follows. First, the United States and UK occupy dominant positions in relation to SD studies in general and meanwhile China records the highest publication counts. Second, the concept of nature capital has contributed significantly to interpretations of SD and the detected promising disciplinary frontiers are materials category and social sciences. Lastly, keyword analysis shows the valuable keywords under the measure of BC × CB and furthermore citation maps and visible hot research areas are revealed as well.
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Bettencourt, L. M., & Kaur, J. (2011). Evolution and structure of sustainability science. Proceedings of the National Academy of Sciences, 108(49), 19540–19545.
Biermann, F., Betsill, M. M., Gupta, J., Kanie, N., Lebel, L., Liverman, D., et al. (2010). Earth system governance: A research framework. International Environmental Agreements: Politics, Law and Economics, 10(4), 277–298.
Brown, B. J., Hanson, M. E., Liverman, D. M., & Merideth, R. W., Jr. (1987). Global sustainability: Toward definition. Environmental Management, 11(6), 713–719.
Buter, R. K., & Van Raan, A. F. J. (2013). Identification and analysis of the highly cited knowledge base of sustainability science. Sustainability Science, 8(2), 253–267.
Callicott, J. B., & Mumford, K. (1997). Ecological sustainability as a conservation concept. Conservation Biology, 11(1), 32–40.
Chen, C. (2005). The centrality of pivotal points in the evolution of scientific networks. In Proceedings of the 10th international conference on intelligent user interfaces. Association for Computing Machinery (ACM) (pp. 98–105).
Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359–377.
Chen, C., Hu, Z., Liu, S., & Tseng, H. (2012). Emerging trends in regenerative medicine: A scientometric analysis in CiteSpace. Expert Opinion on Biological Therapy, 12(5), 593–608.
Costanza, R., d’Arge, R., de Groot, R., Farberk, S., Grasso, M., Hannon, B., et al. (1997). The value of the world’s ecosystem services and natural capital. Nature, 387, 253.
Costanza, R., & Daly, H. E. (1992). Natural capital and sustainable development. Conservation Biology, 6(1), 37–46.
Costanza, R., Stern, D., Fisher, B., He, L., & Ma, C. (2004). Influential publications in ecological economics: A citation analysis. Ecological Economics, 50(3), 261–292.
Daly, H. E. (1990). Toward some operational principles of sustainable development. Ecological Economics, 2(1), 1–6.
Denters, E. (2001). A. Boyle; D. Freestone, eds., International law and sustainable development: Past achievements and future challenges, Oxford University Press, Oxford 1999, xxx + 377 pp. ISBN 0-19-829807-2. Netherlands International Law Review, 48(01), 101–103.
Dovers, S. R., & Handmer, J. W. (1993). Contradictions in sustainability. Environmental Conservation, 20(03), 217–222.
Egghe, L. (2006). Theory and practise of the g-index. Scientometrics, 69(1), 131–152.
Freeman, L. (1977). A set of measures of centrality based on betweenness. Sociometry, 40(1), 35–41.
Goodland, R. (1995). The concept of environmental sustainability. Annual Review of Ecology and Systematics, 26, 1–24.
Hassan, S. U., Haddawy, P., & Zhu, J. (2014). A bibliometric study of the world’s research activity in sustainable development and its sub-areas using scientific literature. Scientometrics, 99(2), 549–579.
He, Q. (1999). Knowledge discovery through co-word analysis. Library Trends, 48(1), 133.
Hopwood, B., Mellor, M., & O’Brien, G. (2005). Sustainable development: Mapping different approaches. Sustainable Development, 13(1), 38–52.
Kajikawa, Y. (2008). Research core and framework of sustainability science. Sustainability Science, 3(2), 215–239.
Kajikawa, Y., Ohno, J., Takeda, Y., Matsushima, K., & Komiyama, H. (2007). Creating an academic landscape of sustainability science: An analysis of the citation network. Sustainability Science, 2(2), 221–231.
Kates, R., Clark, W. C., Hall, J. M., Jaeger, C., Lowe, I., McCarthy, J. J., et al. (2001). Sustainability science. Science, 292(5517), 641–642.
Kates, R. W., Parris, T. M., & Leiserowitz, A. A. (2005). What is sustainable development? Goals, indicators, values, and practice. Environment (Washington DC), 47(3), 8–21.
Kleinberg, J. (2003). Bursty and hierarchical structure in streams. Data Mining and Knowledge Discovery, 7(4), 373–397.
Knowles, B., Blair, L., Hazas, M., & Walker, S. (2013, September). Exploring sustainability research in computing: where we are and where we go next. In Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing (pp. 305–314). ACM.
Korten, D. C. (2015). When corporations rule the world. San Francisco: Berrett-Koehler Publishers.
Leemans, R. (1999). Modelling for species and habitats: New opportunities for problem solving. Science of the Total Environment, 240(1), 51–73.
Leydesdorff, L., & Opthof, T. (2010). Normalization at the field level: Fractional counting of citations. arXiv preprint arXiv:1006.2896.
Linnenluecke, M. K., & Griffiths, A. (2013). Firms and sustainability: Mapping the intellectual origins and structure of the corporate sustainability field. Global Environmental Change, 23(1), 382–391.
Lovins, A. B., Lovins, L. H., & Hawken, P. (1999). A road map for natural capitalism. Harvard Business Review, 77(3), 145–158.
Ma, C., & Stern, D. I. (2006). Environmental and ecological economics: A citation analysis. Ecological Economics, 58(3), 491–506.
Manning, E. W. (1990). Presidential address: Sustainable development, the challenge. The Canadian Geographer, 34(4), 290–302.
Markard, J., Raven, R., & Truffer, B. (2012). Sustainability transitions: An emerging field of research and its prospects. Research Policy, 41(6), 955–967.
Monbiot, G. (2013). Captive state: The corporate takeover of Britain. Hants: Pan Macmillan.
Pearce, D. W., Markandya, A., & Barbier, E. (1989). Blueprint for a green economy. London: Earthscan Publications Ltd.
Pudovkin, A. I., & Garfield, E. (2004). Rank-normalized impact factor: A way to compare journal performance across subject categories. Proceedings of the American Society for Information Science and Technology, 41(1), 507–515.
Quental, N., & Lourenço, J. M. (2012). References, authors, journals and scientific disciplines underlying the sustainable development literature: A citation analysis. Scientometrics, 90(2), 361–381.
Rafols, I., & Meyer, M. (2010). Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience. Scientometrics, 82(2), 263–287.
Redclift, M. (1987). The production of nature and the reproduction of the species. Antipode, 19(2), 222–230.
Redclift, M. (1992). The meaning of sustainable development. Geoforum, 23(3), 395–403.
Revkin, A. C. (2002, August 20). Forget nature. Even Eden is engineered. The New York Times. Retrieved from http://www.nytimes.com/2002/08/20/science/earth/20MANA.html. Accessed 26 May 2016.
Rockström, J., Steffen, W., Noone, K., Persson, Å., Chapin, F. S., Lambin, E. F., et al. (2009). A safe operating space for humanity. Nature, 461(7263), 472–475.
Rosvall, M., & Bergstrom, C. T. (2008). Maps of random walks on complex networks reveal community structure. Proceedings of the National Academy of Sciences, 105(4), 1118–1123.
Rousseeuw, P. J. (1987). Silhouettes: A graphical aid to the interpretation and validation of cluster analysis. Journal of Computational and Applied Mathematics, 20, 53–65.
Schoolman, E. D., Guest, J. S., Bush, K. F., & Bell, A. R. (2012). How interdisciplinary is sustainability research? Analyzing the structure of an emerging scientific field. Sustainability Science, 7(1), 67–80.
Searchinger, T., Heimlich, R., Houghton, R. A., Dong, F., Elobeid, A., Fabiosa, J., et al. (2008). Use of US croplands for biofuels increases greenhouse gases through emissions from land-use change. Science, 319(5867), 1238–1240.
Seuring, S., & Müller, M. (2008). From a literature review to a conceptual framework for sustainable supply chain management. Journal of Cleaner Production, 16(15), 1699–1710.
Shearman, R. (1990). The meaning and ethics of sustainability. Environmental Management, 14(1), 1–8.
Small, H. (1973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24(4), 265–269.
Solomon, S. (Ed.). (2007). Climate change 2007—the physical science basis: Working group I contribution to the fourth assessment report of the IPCC (Vol. 4). New York: Cambridge University Press.
Stern, N. (2007). The economics of climate change: The Stern review. Cambridge: Cambridge University Press.
Thelwall, M., Vann, K., & Fairclough, R. (2006). Web issue analysis: An integrated water resource management case study. Journal of the American Society for Information Science and Technology, 57(10), 1303–1314.
Wackernagel, M., & Rees, W. (1998). Our ecological footprint: Reducing human impact on the earth (No. 9). Gabriola Island: New Society Publishers.
Woods, D. (2002). Sustainable development: A contested paradigm. Birmingham. Cologny, UK: Economics Forum of the Foundation for Water Research.
World Commission on Environment and Development (WCED). (1987). Our common future. Oxford: Oxford University Press.
Xu, L., & Marinova, D. (2013). Resilience thinking: A bibliometric analysis of socio-ecological research. Scientometrics, 96(3), 911–927.
Yang, L., Chen, Z., Liu, T., Gong, Z., Yu, Y., & Wang, J. (2013). Global trends of solid waste research from 1997 to 2011 by using bibliometric analysis. Scientometrics, 96(1), 133–146.
Yarime, M., Takeda, Y., & Kajikawa, Y. (2010). Towards institutional analysis of sustainability science: A quantitative examination of the patterns of research collaboration. Sustainability Science, 5(1), 115–125.
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The authors sincerely treasured the comments and suggestions from reviewers. This work was supported by National Social Science Foundation of China (15ZDC031).
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Zhu, J., Hua, W. Visualizing the knowledge domain of sustainable development research between 1987 and 2015: a bibliometric analysis. Scientometrics 110, 893–914 (2017). https://doi.org/10.1007/s11192-016-2187-8
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DOI: https://doi.org/10.1007/s11192-016-2187-8