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Patterns and impact of collaboration in China’s social sciences: cross-database comparisons between CSSCI and SSCI

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Abstract

This study quantitatively analyzes the patterns and impact of collaboration at author and country levels in China’s social sciences from 1998 to 2017. Chinese Social Sciences Citation Index (CSSCI) and Social Sciences Citation Index (SSCI) are combined as data sources to show a comprehensive picture of collaboration in China’s social sciences, and to compare the differences in the way Chinese social scientists work when publishing nationally and internationally. Results show that there are huge differences in patterns and impact of collaboration between China’s national and international publications in social sciences. Specifically, non-collaboration dominates in China’s CSSCI papers while collaboration dominates in China’s SSCI papers; two-authored is the main form of collaboration in China’s CSSCI papers but the teamwork of three or more authors is the main form in China’s SSCI papers; few of China’s CSSCI papers are published in international collaboration but Sino-foreign cooperation is very common in China’s SSCI papers; collaboration benefits citations of China’s SSCI papers in all disciplines but international collaboration doesn’t work well for citations of China’s CSSCI papers. Besides, similarities between China’s national and international publications can also be observed, e.g., disciplines more cooperative in China’s CSSCI papers are also those more cooperative in China’s SSCI papers; the top ten countries collaborate with China in CSSCI and SSCI are the same, and the USA accounts for about half of Sino-foreign collaborations in both CSSCI and SSCI. Finally, the usage of bibliometric databases and possible reasons for collaboration differences are discussed.

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References

  • Abramo, G., D’Angelo, A. C., & Murgia, G. (2017). The relationship among research productivity, research collaboration, and their determinants. Journal of Informetrics, 11(4), 1016–1030.

    Article  Google Scholar 

  • Abramo, G., D’Angelo, C. A., & Di Costa, F. (2019). A gender analysis of top scientists’ collaboration behavior: Evidence from Italy. Scientometrics, 120(2), 405–418.

    Article  Google Scholar 

  • Ajiferuke, I., Burell, Q., & Tague, J. (1988). Collaborative coefficient: A single measure of the degree of collaboration in research. Scientometrics, 14(5), 421–433.

    Article  Google Scholar 

  • Clarivate Analytics. (2012). CSSC Category to Web of Science Category Mapping 2012. Retrieved 1 Oct 2021, from http://help.prod-incites.com/inCites2Live/filterValuesGroup/researchAreaSchema/chinaSCADCSubjCat.html

  • Case, D. O., & Miller, J. B. (2011). Do bibliometricians cite differently from other scholars? Journal of the American Society for Information Science and Technology, 62(3), 421–432.

    Google Scholar 

  • de Solla Price, D. J., & Beaver, D. (1966). Collaboration in an invisible college. American Psychologist, 21(11), 1011–1018.

    Article  Google Scholar 

  • Ferligoj, A., Kronegger, L., Mali, F., Snijders, T. A., & Doreian, P. (2015). Scientific collaboration dynamics in a national scientific system. Scientometrics, 104(3), 985–1012.

    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 

  • Garg, K. C., Kumar, S., & Bebi. (2018). Collaboration patterns of Indian scientists in organic chemistry. Current Science, 114(6), 1174–1180.

    Article  Google Scholar 

  • Garg, K. C., & Padhi, P. (2001). A study of collaboration in laser science and technology. Scientometrics, 51(2), 415–427.

    Article  Google Scholar 

  • Gazni, A., & Didegah, F. (2011). Investigating different types of research collaboration and citation impact: A case study of Harvard University’s publications. Scientometrics, 87(2), 251–265.

    Article  Google Scholar 

  • Gazni, A., Sugimoto, C. R., & Didegah, F. (2012). Mapping world scientific collaboration: Authors, institutions, and countries. Journal of the American Society for Information Science and Technology, 63(2), 323–335.

  • Gong, K., Xie, J., Cheng, Y., Larivière, V., & Sugimoto, C. R. (2019). The citation advantage of foreign language references for Chinese social science papers. Scientometrics, 120(3), 1439–1460.

    Article  Google Scholar 

  • Gui, Q., Liu, C., & Du, D. (2019). Globalization of science and international scientific collaboration: A network perspective. Geoforum, 105, 1–12.

  • Guo, T., & Li, G. (2019). Research on indication of corresponding authors. Library Tribune, 39(2), 1–10. (in Chinese).

    Google Scholar 

  • He, T. (2009). International scientific collaboration of China with the G7 countries. Scientometrics, 80(3), 571–582.

    Article  Google Scholar 

  • Henriksen, D. (2016). The rise in co-authorship in the social sciences (1980–2013). Scientometrics, 107(2), 455–476.

    Article  Google Scholar 

  • Jerabek, H. (2015). Empirical social research, history of. International Encyclopedia of the Social & Behavioral Sciences. https://doi.org/10.1016/B978-0-08-097086-8.03217-7

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Khor, K. A., & Yu, L. G. (2016). Influence of international co-authorship on the research citation impact of young universities. Scientometrics, 107(3), 1095–1110.

    Article  Google Scholar 

  • Larivière, V., Gingras, Y., Sugimoto, C. R., & Tsou, A. (2015). Team size matters: Collaboration and scientific impact since 1900. Journal of the Association for Information Science and Technology, 66(7), 1323–1332.

    Article  Google Scholar 

  • Lariviere, V., Gong, K., & Sugimoto, C. R. (2018). Citations strength begins at home. Nature, 564(7735), S70–S71.

    Article  Google Scholar 

  • Lebeau, L. M., Laframboise, M. C., Larivière, V., & Gingras, Y. (2008). The effect of university-industry collaboration on the scientific impact of publications: The Canadian case, 1980–2005. Research Evaluation, 17(3), 227–232.

    Article  Google Scholar 

  • Leimu, R., & Koricheva, J. (2005). Does scientific collaboration increase the impact of ecological articles? BioScience, 55(5), 438–443.

    Article  Google Scholar 

  • Leydesdorff, L., Bornmann, L., & Wagner, C. S. (2019). The relative influences of government funding and international collaboration on citation impact. Journal of the Association for Information Science and Technology, 70(2), 198–201.

    Article  Google Scholar 

  • Li, J., & Li, Y. (2015). Patterns and evolution of coauthorship in China’s humanities and social sciences. Scientometrics, 102(3), 1997–2010.

    Article  Google Scholar 

  • Liu, L., Yu, J., Huang, J., Xia, F., & Jia, T. (2021). The dominance of big teams in China’s scientific output. Quantitative Science Studies, 2(1), 350–362.

    Article  Google Scholar 

  • Ma, N., & Guan, J. (2005). An exploratory study on collaboration profiles of Chinese publications in Molecular Biology. Scientometrics, 65(3), 343–355.

    Article  Google Scholar 

  • Ni, P., & An, X. (2018). Relationship between international collaboration papers and their citations from an economic perspective. Scientometrics, 116(2), 863–877.

    Article  Google Scholar 

  • Ossenblok, T. L., Verleysen, F. T., & Engels, T. C. (2014). Coauthorship of journal articles and book chapters in the social sciences and humanities (2000–2010). Journal of the Association for Information Science and Technology, 65(5), 882–897.

    Article  Google Scholar 

  • Petr, M., Engels, T. C., Kulczycki, E., Dušková, M., Guns, R., Sieberová, M., & Sivertsen, G. (2021). Journal article publishing in the social sciences and humanities: A comparison of Web of Science coverage for five European countries. PLoS ONE, 16(4), e0249879.

    Article  Google Scholar 

  • Quan, W., Chen, B., & Shu, F. (2017). Publish or impoverish: An investigation of the monetary reward system of science in China (1999–2016). Aslib Journal of Information Management, 69(5), 486–502.

    Article  Google Scholar 

  • Quan, W., Mongeon, P., Sainte-Marie, M., Zhao, R., & Larivière, V. (2019). On the development of China’s leadership in international collaborations. Scientometrics, 120(2), 707–721.

    Article  Google Scholar 

  • Shen, H., Xie, J., Li, J., & Cheng, Y. (2021). The correlation between scientific collaboration and citation count at the paper level: A meta-analysis. Scientometrics, 126(4), 3443–3470.

    Article  Google Scholar 

  • Shu, F., Julien, C. A., & Larivière, V. (2019a). Does the web of science accurately represent Chinese scientific performance? Journal of the Association for Information Science and Technology, 70(10), 1138–1152.

    Article  Google Scholar 

  • Shu, F., Julien, C. A., Zhang, L., Qiu, J., Zhang, J., & Larivière, V. (2019b). Comparing journal and paper level classifications of science. Journal of Informetrics, 13(1), 202–225.

    Article  Google Scholar 

  • Shu, F., Liu, S., & Larivière, V. (2022). China’s research evaluation reform: What are the consequences for global science? Minerva. https://doi.org/10.1007/s11024-022-09468-7

    Article  Google Scholar 

  • Shu, F., Ma, Y., Qiu, J., & Larivière, V. (2020a). Classifications of science and their effects on bibliometric evaluations. Scientometrics, 125(3), 2727–2744.

    Article  Google Scholar 

  • Shu, F., Quan, W., Chen, B., Qiu, J., Sugimoto, C. R., & Larivière, V. (2020b). The role of Web of Science publications in China’s tenure system. Scientometrics, 122(3), 1683–1695.

    Article  Google Scholar 

  • Sivertsen, G., & Larsen, B. (2012). Comprehensive bibliographic coverage of the social sciences and humanities in a citation index: An empirical analysis of the potential. Scientometrics, 91(2), 567–575.

    Article  Google Scholar 

  • Song, Y., Ma, F., & Yang, S. (2015). Comparative study on the obsolescence of humanities and social sciences in China: Under the new situation of web. Scientometrics, 102(1), 365–388.

    Article  Google Scholar 

  • Sonnenwald, D. H. (2007). Scientific collaboration. Annual Review of Information Science and Technology, 41(1), 643–681.

    Article  Google Scholar 

  • Sooryamoorthy, R. (2017). Do types of collaboration change citation? A scientometric analysis of social science publications in South Africa. Scientometrics, 111(1), 379–400.

    Article  Google Scholar 

  • Tang, L., & Shapira, P. (2011). China-US scientific collaboration in nanotechnology: Patterns and dynamics. Scientometrics, 88(1), 1–16.

    Article  Google Scholar 

  • Tollefson, J. (2018). China declared largest source of research articles. Nature, 553(7689), 390.

    Article  Google Scholar 

  • Vera-Baceta, M. A., Thelwall, M., & Kousha, K. (2019). Web of science and scopus language coverage. Scientometrics, 121(3), 1803–1813.

    Article  Google Scholar 

  • Wang, H., Deng, S., & Su, X. (2016). A study on construction and analysis of discipline knowledge structure of Chinese LIS based on CSSCI. Scientometrics, 109(3), 1725–1759.

    Article  Google Scholar 

  • Wang, Y., Wu, Y., Pan, Y., Ma, Z., & Rousseau, R. (2005). Scientific collaboration in China as reflected in co-authorship. Scientometrics, 62(2), 183–198.

    Article  Google Scholar 

  • Wen, W., & Yang, R. (2019). Multiple entanglements in Chinese education research in the era of globalization and its way out. Peking University Education Review, 17(4), 173–182. (in Chinese).

    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 

  • Xu, X., & Jiang, K. (2018). Humanities and social sciences academics’ perceptions of incentive mechanism for international publications. Journal of Higher Education, 39(1), 43–55. (in Chinese).

    Google Scholar 

  • Yan, E., Ding, Y., & Zhu, Q. (2010). Mapping library and information science in China: A coauthorship network analysis. Scientometrics, 83(1), 115–131.

    Article  Google Scholar 

  • Yang, D. H., Wang, Y., Yu, T., & Liu, X. (2020). Macro-level collaboration network analysis and visualization with Essential Science Indicators: A case of social science. Malaysian Journal of Library & Information Science, 25(1), 121–138.

  • Zhang, J., Su, X., & Deng, S. (2008). The academic impact of Chinese humanities and social science research. Aslib Proceedings, 60(1), 55–74.

    Article  Google Scholar 

  • Zhang, L., Shang, Y., Huang, Y., & Sivertsen, G. (2021). Toward internationalization: A bibliometric analysis of the social sciences in Mainland China from 1979 to 2018. Quantitative Science Studies, 2(1), 376–408.

    Article  Google Scholar 

  • Zhang, Z., Rollins, J. E., & Lipitakis, E. (2018). China’s emerging centrality in the contemporary international scientific collaboration network. Scientometrics, 116(2), 1075–1091.

    Article  Google Scholar 

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Acknowledgements

This work uses Web of Science data by Clarivate Analytics provided by the Indiana University Network Science Institute and the Cyberinfrastructure for Network Science Center at Indiana University. We gratefully acknowledge financial support from the Social Science Foundation of Jiangsu Province (No. 21TQC008) and the Introduction Program of High-level Innovation and Entrepreneurship Talents in Jiangsu Province (No. JSSCBS20210305). We also appreciate two anonymous reviewers for their helpful suggestions.

Funding

This work was supported by the Social Science Foundation of Jiangsu Province (No. 21TQC008) and the Introduction Program of High-level Innovation and Entrepreneurship Talents in Jiangsu Province (No. JSSCBS20210305).

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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Kaile Gong and Ying Cheng. The first draft of the manuscript was written by Kaile Gong and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Correspondence to Kaile Gong.

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Gong, K., Cheng, Y. Patterns and impact of collaboration in China’s social sciences: cross-database comparisons between CSSCI and SSCI. Scientometrics 127, 5947–5964 (2022). https://doi.org/10.1007/s11192-022-04483-7

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