Abstract
This study developed a comparative bibliometric profile of multidisciplinary health research at South African universities over a 30-year period (1984–2013), based on two measures of multidisciplinarity. The first measure used article co-authorship as a proxy for collaboration between authors with health and non-health addresses, and the second measure focussed on articles published in journals with both health and non-health subject categories. The article overlap between the two measures was 25%, meaning that one measure would exclude 75% of articles identified by the other. Both showed an increase in the percentage contribution of multidisciplinary health research to health research over time, and both generated similar profiles of the national institutions that contribute to multidisciplinary health research. Both measures also provided evidence of a sustained increase in the percentage international co-authorship in health research although the second measure gave a markedly lower estimate of the percentage international co-authorship. These preliminary results would need to be followed up with more advanced bibliometric approaches, and possibly qualitative analyses to investigate the degree of integration between disciplines, pointing to interdisciplinary or even transdisciplinary health research.
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References
Abramo, G., D’Angelo, C. A., & Di Costa, F. (2012). Identifying interdisciplinarity through the disciplinary classification of co-authors of scientific publications. Journal of the American Society for Information Science and Technology, 63(11), 2206–2222.
Abramo, G., D’Angelo, C. A., & Di Costa, F. (2017). Specialization versus diversification in research activities: The extent, intensity and relatedness of field diversification by individual scientists. Scientometrics, 112(3), 1403–1418.
AOSTI. (2013). Assessment of scientific production in the African Union, 2005–2010. Bibliometric Series N.1. Malabo: African Observatory of Science, Technology and Innovation.
Archambault, E., Vignola-Gagne, É., Côté, G., Larivère, V., & Gingras, Y. (2006). Benchmarking scientific outputs in the social sciences and humanities: The limits of existing databases. Scientometrics, 68(3), 329–342.
Boshoff, N. (2009). Shanghai Academic Ranking of World Universities (ARWU) and the ‘big five’ South African research universities. South African Journal of Higher Education, 23(4), 635–655.
Boshoff, N. (2010). South–South research collaboration of countries in the Southern African Development Community (SADC). Scientometrics, 84(2), 481–503.
Braun, T., & Schubert, A. (2003). A quantitative view on the coming of age of interdisciplinarity in the sciences 1980–1999. Scientometrics, 58(1), 183–189.
Chang, Y., & Huang, M. (2012). A study of the evolution of interdisciplinarity in library and information science: Using three bibliometric methods. Journal of the American Society for Information Science and Technology, 63(1), 22–33.
Chuang, K.-Y., Chuang, Y.-C., Ho, M., & Ho, Y.-S. (2011). Bibliometric analysis of public health research in Africa: The overall trend and regional comparisons. South African Journal of Science, 107(5/6), 1–6.
Confraria, H., & Godinho, M. M. (2015). The impact of African science: A bibliometric analysis. Scientometrics, 102(2), 1241–1268.
DACST. (1996). White paper on science and technology—preparing for the 21st century. Pretoria: Department of Arts, Culture, Science and Technology. http://www.dst.gov.za/images/pdfs/Science_Technology_White_Paper.pdf. Accessed 26 Mar 2013.
DoH. (2001). Health research policy in South Africa. Pretoria: Department of Health. http://www.gov.za/sites/www.gov.za/files/healthresearch_0.pdf. Accessed 14 Jan 2016.
DST. (2002). South Africa’s National Research and Development Strategy. Pretoria: Department of Science and Technology. http://www.dst.gov.za/index.php/resource-center/strategies-an d-reports/174-national-research-a-development-strategy-2002. Accessed 26 Mar 2013.
Grüne-Yanoff, T. (2016). Interdisciplinary success without integration. European Journal for Philosophy of Science, 6, 343–360.
Hotho, A., Nürnberger, A., & Paaß, G. (2005). A brief survey of text mining. http://www.kde.cs.uni-kassel.de/hotho/pub/2005/hotho05TextMining.pdf. Accessed 28 Mar 2016.
Kahn, M. (2011). A bibliometric analysis of South Africa’s scientific outputs: Some trends and implications. South African Journal of Science, 107(1/2), 1–6.
Karlovčec, M., & Mladenić, D. (2015). Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring. Scientometrics, 102(1), 433–454.
Katz, J. S., & Martin, B. R. (1997). What is research collaboration? Research Policy, 26, 1–18.
Kessel, F., & Rosenfield, P. L. (2008). Towards transdisciplinary research: Historical and contemporary perspectives. American Journal of Preventative Medicine, 35, 225–234.
Klein, J. (2008). Evaluation of interdisciplinary and transdisciplinary research: A literature review. American Journal of Preventative Medicine, 35, 116–123.
Klein, J. T., & Falk-Krzesinski, H. J. (2017). Interdisciplinary and collaborative work: Framing promotion and tenure practices and policies. Research Policy, 46(6), 1055–1061.
Kosten, J. (2016). A classification of the use of research indicators. Scientometrics, 108(1), 457–464.
Levitt, J., Thelwall, M., & Oppenheim, C. (2011). Variations between subjects in the extent to which the social sciences have become more interdisciplinary. Journal of the American Society for Information Science and Technology, 62(6), 1118–1129.
Mañana Rodríguez, J. (2017). Disciplinarity and interdisciplinarity in citation and reference dimensions: Knowledge importation and exportation taxonomy of journals. Scientometrics, 110(2), 617–642.
Martin, B. (2011). What can bibliometrics tell us about changes in the mode of knowledge production? Prometheus, 29(4), 455–479.
Morillo, F., Bordons, M., & Gómez, I. (2001). An approach to interdisciplinarity through bibliometric indicators. Scientometrics, 51(1), 203–222.
Morillo, F., Bordons, M., & Gómez, I. (2003). Interdisciplinarity in science: A tentative typology of disciplines and research areas. Journal of the American Society for Information Science and Technology, 54(13), 1237–1249.
Narváez-Berthelemot, N., Russel, J. M., Arvanitis, R., Waast, R., & Gaillard, J. (2002). Science in Africa: An overview of mainstream scientific output. Scientometrics, 54(2), 229–241.
Nučič, M. (2012). Is sustainability science becoming more interdisciplinary over time? Acta Geographica Slovenica, 52(1), 216–228.
OECD. (1998). Towards sustainable development: Environmental indicators. Paris: Organisation for Economic Co-operation and Development.
Porter, A. L., Cohen, A. S., Roessner, J. D., & Perreault, M. (2007). Measuring researcher interdisciplinarity. Scientometrics, 72(1), 117–147.
Porter, A. L., & Rafols, I. (2009). Is science becoming more interdisciplinary? Measuring and mapping six research fields over time. Scientometrics, 81(3), 719–745.
Porter, A. L., Roessner, J. D., Cohen, A. S., & Perreault, M. (2006). Interdisciplinary research: Meaning, metrics and nurture. Research Evaluation, 15(3), 187–195.
Pouris, A., & Ho, Y. (2014). Research emphasis and collaboration in Africa. Scientometrics, 98(3), 2169–2184.
Pouris, A., & Pouris, A. (2011). Scientometrics of a pandemic: HIV/AIDS research in South Africa and the world. Scientometrics, 86(2), 541–552.
Pudovkin, A. I., & Garfield, E. (2002). Algorithmic procedure for finding semantically related journals. Journal of the American Society for Information Science and Technology, 53(13), 1113–1119.
Rosenfield, P. L. (1992). The potential of transdisciplinary research for sustaining and extending linkages between the health and social sciences. Social Sciences Medicine, 35(11), 1343–1357.
Sooryamoorthy, R. (2010a). Medical research in South Africa: A scientometric analysis of trends, patterns, productivity and partnership. Scientometrics, 84(3), 863–885.
Sooryamoorthy, R. (2010b). The internationalisation of South African medical research, 1975–2005. South African Journal of Science, 106(7/8), 1–7.
Sooryamoorthy, R. (2013). Scientific research in the natural sciences in South Africa: A scientometric study. South African Journal of Science, 109(7/8), 1–11.
Stokols, D., Hall, K., Taylor, B., & Moser, R. (2008). The science of team science: Overview of the field and introduction to the supplement. American Journal of Preventative Medicine, 35(2S), 77–89.
Tijssen, R. J. W. (1992). A quantitative assessment of interdisciplinary structures in science and technology: Co-classification analysis of energy research. Research Policy, 21, 27–44.
Tijssen, R. J. W. (2007). Africa’s contribution to the worldwide research literature: New analytical perspectives, trends, and performance indicators. Scientometrics, 71(2), 303–327.
Verbeek, A., Debackere, K., Luwel, M., & Zimmermann, E. (2002). Measuring progress and evolution in science and technology: The multiple uses of bibliometric indicators. International Journal of Management Reviews, 4(2), 179–211.
Wagner, C., Roessner, J., Bobb, K., Klein, J., Boyack, K., Keyton, J., et al. (2011). Approaches to understanding and measuring interdisciplinary scientific research (IDR): A review of the literature. Journal of Informetrics, 165, 14–26.
Wang, Q., & Waltman, L. (2016). Large-scale analysis of the accuracy of the journal classification systems of Web of Science and Scopus. Journal of Informetrics, 10(2), 347–364.
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The database of South African article output in health research was originally compiled for a bibliometric assessment of South African health research, for a study that was commissioned to CREST by the South African Medical Research Council (SAMRC).
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Klarenbeek, T., Boshoff, N. Measuring multidisciplinary health research at South African universities: a comparative analysis based on co-authorships and journal subject categories. Scientometrics 116, 1461–1485 (2018). https://doi.org/10.1007/s11192-018-2813-8
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DOI: https://doi.org/10.1007/s11192-018-2813-8