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Scientometric analysis of social science and science disciplines in a developing nation: a case study of Pakistan in the last decade

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Abstract

Our study is a scientometric analysis of research publications of science and social science disciplines in Pakistan during 2009–2018. The study examines 2000 published articles belonging to 50 research scholars of different disciplines. This analysis is conducted on three different levels: researcher level, field level and domain level. In this paper we discuss readability scores, title formats, single and multiple authorships of articles, citation rates, publication rates over time, the research contribution of both genders and the impact of PhD institution of authors in research publications. The IR features like number of words, sentence length and readability scores are extracted. The results indicate that more research is being conducted in science disciplines as compared to social sciences. It also appears that the readability scores of authors changed over time, and Science articles have higher readability scores compared to Social Science articles. Moreover, title formats are observed to effect citation rates. Titles tend to use more colons over time; and the use of simple sentences as titles is more than 50%, while use of question marks is below 3%, the rest are titles with colons. The citation rates also appear to increase due to co-authorship. Male researchers contribute more to research activities in science disciplines while in social science the ratio is almost equal while PhD institutes appear to influence the performance of researcher slightly. Finally, it is observed that the publication rates of Science disciplines are much higher than Social Science articles, depicting that the growth of Science disciplines is more rapid in Pakistan.

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References

  • Bornmann, L., & Mutz, R. (2015). Growth rates of modern science: A bibliometric analysis based on the number of publications and cited references. Journal of the Association for Information Science and Technology, 66(11), 2215–2222.

    Article  Google Scholar 

  • Buter, R. K., & van Raan, A. F. (2011). Non-alphanumeric characters in titles of scientific publications: An analysis of their occurrence and correlation with citation impact. Journal of Informetrics, 5(4), 608–617.

    Article  Google Scholar 

  • Dias, L., Gerlach, M., Scharloth, J., & Altmann, E. G. (2018). Using text analysis to quantify the similarity and evolution of scientific disciplines. Royal Society Open Science, 5(1), 171545.

    Article  Google Scholar 

  • Flesch, R. (1948). A new readability yardstick. Journal of Applied Psychology, 32(3), 221.

    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 

  • Gillam, L. (2013). Readability for author profiling? Notebook for PAN at CLEF 2013. Working notes for CLEF 2013 conference, Valencia, Spain. Available online at http://ceur-ws.org/Vol-1179/CLEF2013wn-PAN-Gillam2013b.pdf.

  • Glänzel, W., & Thijs, B. (2004). Does co-authorship inflate the share of self-citations? Scientometrics, 61(3), 395–404.

    Article  Google Scholar 

  • Gupta, B. M., & Mahesh, G. (2013). A comparative analysis of social sciences research publications in four South Asian countries. Library Philosophy and Practice (e-journal). 956. https://digitalcommons.unl.edu/libphilprac/956.

  • Habibzadeh, F., & Yadollahie, M. (2010). Are shorter article titles more attractive for citations? Crosssectional study of 22 scientific journals. Croatian Medical Journal, 51(2), 165–170.

    Article  Google Scholar 

  • Hartley, J. (2007). Longitudinal studies of the effects of new technologies on writing: Two case studies. Studies in Writing, 20, 293.

    Google Scholar 

  • Hartley, J., & Cabanac, G. (2015). An academic odyssey: Writing over time. Scientometrics, 103(3), 1073–1082.

    Article  Google Scholar 

  • Hartley, J., Howe, M., & McKeachie, W. (2001). Writing through time: Longitudinal studies of the effects of new technology on writing. British Journal of Educational Technology, 32(2), 141–151.

    Article  Google Scholar 

  • Larivière, V., Vignola-Gagné, E., Villeneuve, C., Gélinas, P., & Gingras, Y. (2011). Sex differences in research funding, productivity and impact: An analysis of Québec university professors. Scientometrics, 87(3), 483–498.

    Article  Google Scholar 

  • Lewison, G., & Hartley, J. (2005). What’s in a title? Numbers of words and the presence of colons. Scientometrics, 63(2), 341–356.

    Article  Google Scholar 

  • Mendenhall, T. C. (1887). The characteristic curves of composition. Science, 9(214), 237–249.

    Article  Google Scholar 

  • Mikros, G. K., & Perifanos, K. (2013). Authorship attribution in greek tweets using author’s multilevel N-gram profiles. In AAAI spring Symposium: Analyzing Microtext.

  • Morton, A. Q., & Michaelson, S. (1990). The QSUM plot (Vol. 3). Edinburgh: University of Edinburgh, Department of Computer Science.

    Google Scholar 

  • Nair, L. B., & Gibbert, M. (2016). What makes a ‘good’ title and (how) does it matter for citations? A review and general model of article title attributes in management science. Scientometrics, 107(3), 1331–1359.

    Article  Google Scholar 

  • Patra, B. G., Banerjee, S., Das, D., Saikh, T., & Bandyopadhyay, S. (2013). Automatic author profiling based on linguistic and stylistic features. In Notebook for PAN at CLEF.

  • Paula, Antoinette G. Acuña, Alfonso, Carlo J. Ellasos, Jethro, A. Bautista, & Madhavi, Devaraj. (2017). Scientometric mapping of social science studies in East Asia and the Philippines. International Journal of u- and e- Service, Science and Technology, 10, 49–58. https://doi.org/10.14257/ijunesst.2017.10.8.05.

    Article  Google Scholar 

  • Rangel, F., Rosso, P., Koppel, M., Stamatatos, E., & Inches, G. (2013). Overview of the author profiling task at PAN 2013. In CLEF conference on multilingual and multimodal information access evaluation (pp. 352–365). CELCT.

  • Rangel Pardo, F. M., Celli, F., Rosso, P., Potthast, M., Stein, B., & Daelemans, W. (2015). Overview of the 3rd author profiling task at PAN 2015. In CLEF 2015 evaluation labs and workshop working notes papers (pp. 1–8).

  • Schler, J., Koppel, M., Argamon, S., & Pennebaker, J. W. (2006). Effects of age and gender on blogging. In AAAI spring symposium: Computational approaches to analyzing weblogs (Vol. 6, pp. 199–205).

  • Stamatatos, E. (2009). A survey of modern authorship attribution methods. Journal of the American Society for Information Science and Technology, 60(3), 538–556.

    Article  Google Scholar 

  • Subotic, S., & Mukherjee, B. (2014). Short and amusing: The relationship between title characteristics, downloads, and citations in psychology articles. Journal of Information Science, 40(1), 115–124.

    Article  Google Scholar 

  • Tabatabaei-Malazy, O., Ramezani, A., Atlasi, R., Larijani, B., & Abdollahi, M. (2016). Scientometric study of academic publications on antioxidative herbal medicines in type 2 diabetes mellitus. Journal of Diabetes & Metabolic Disorders, 15(1), 48.

    Article  Google Scholar 

  • Taşkın, Z., & Doğan, G. (2013). Evaluation of scientific disciplines in Turkey: A citation analysis study. In International symposium on information management in a changing world (pp. 148–155). Springer, Berlin, Heidelberg.

  • Todorovsky, D. (2014). Follow-up study: On the working time budget of a university teacher. 45 years self-observation. Scientometrics, 101(3), 2063–2070.

    Article  Google Scholar 

  • Weren, E. R., Kauer, A. U., Mizusaki, L., Moreira, V. P., de Oliveira, J. P. M., & Wives, L. K. (2014). Examining multiple features for author profiling. Journal of Information and Data Management, 5(3), 266.

    Google Scholar 

  • Weren, E. R., Moreira, V. P., & Oliveira, J. (2013). Using simple content features for the author profiling task. In Notebook for PAN at cross-language evaluation forum. Valencia, Spain.

  • Wolfram, D., & Zhao, Y. (2014). A comparison of journal similarity across six disciplines using citing discipline analysis. Journal of Informetrics, 8(4), 840–853.

    Article  Google Scholar 

  • Zipf, G. K. (1932). Selected studies of the principle of relative frequency in language. Oxford: Harvard University Press.

    Book  Google Scholar 

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Authors and Affiliations

  1. Department of Computer Science & IT, The Islamia University, Bahawalpur, 63100, Pakistan

    Malik Muhammad Saad Missen, Sajeeha Qureshi, Nadeem Akhtar & Hina Asmat

  2. Department of Mathematics, Khawaja Fareed University of Engineering and Technology, Rahim Yar Khan, 64200, Pakistan

    Nadeem Salamat

  3. Laboratoire Informatique, Image et Interaction (L3i), Facultés des Sciences et Technologies, University of La Rochelle, La Rochelle, France

    Mickaël Coustaty

  4. Division of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, 45229, USA

    V. B. Surya Prasath

  5. Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA

    V. B. Surya Prasath

  6. Department of Biomedical Informatics, College of Medicine, University of Cincinnati, Cincinnati, OH, 45267, USA

    V. B. Surya Prasath

  7. Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, OH, 45221, USA

    V. B. Surya Prasath

Authors
  1. Malik Muhammad Saad Missen
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  2. Sajeeha Qureshi
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  3. Nadeem Salamat
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  4. Nadeem Akhtar
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  5. Hina Asmat
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  6. Mickaël Coustaty
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  7. V. B. Surya Prasath
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Correspondence to Malik Muhammad Saad Missen.

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Appendix: Medians, citation range, and number of articles

Appendix: Medians, citation range, and number of articles

For the analysis conducted in this work, we had to consider every article written by the selected authors in the past 10 years. A total of 2351 articles of science disciplines and 1176 articles of social sciences were considered. These were separated in two groups; those with single authorship and multi-authorship. The medians, citation range, and number of articles examined are given in the Table 10. Note that these results for each field show that there are very few articles written by single author, except in Mathematics where there are considerable number of single author articles relative to other fields, however they too are less than multiple author based articles.

Table 10 The medians and ranges of citation rates for single and multi-authored articles in different fields
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Missen, M.M.S., Qureshi, S., Salamat, N. et al. Scientometric analysis of social science and science disciplines in a developing nation: a case study of Pakistan in the last decade. Scientometrics 123, 113–142 (2020). https://doi.org/10.1007/s11192-020-03379-8

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