Mapping of Crowdsourcing Research A Bibliometric Analysis

  • Basharat Ahmad Malik Aligarh Muslim University, Aligarh - 202 001, India
  • Azra Aftab Aligarh Muslim University, Aligarh - 202 001, India
  • Naushad Ali P.M. Aligarh Muslim University, Aligarh - 202 001, India
Keywords: Crowdsourcing, Bibliometrics, Citation, Top-cited articles, SCI-expanded


This study presented a bibliometric examination of the crowdsourcing publications. The objective of this study is to bibliometrically examine the publications related to crowdsourcing in the Science Citation Index Expanded of the Web of Science. A systematic search has been carried out for publications between 2008 and 2017. The parameters analysed included document type, language, most prolific journal, leading countries/territories, institutions and authors in terms of total publications, independent publications, collaborative publications, first authors, corresponding authors and single authors. Highly cited articles and the future direction of hot topics are also investigated. 81 per cent of the total publications are articles. English remains the dominant language and accounted for nearly 100 per cent of the total output. The USA, China and the UK produced 80 per cent of total production. PLOS One was leading journal in terms of total output and total citation till 2016. It was found that 1459 articles, including 1347 first authors, 1443 corresponding authors and 79 single authors, were published by 6973 authors. Fritz Steffen and See Linda were the most prolific authors. This paper will be useful for researchers to know the current trends and achievements of crowd - sourcing research.

Author Biographies

Basharat Ahmad Malik, Aligarh Muslim University, Aligarh - 202 001, India

Mr Basharat Ahmad Malik is a Research Scholar in the Department of Library & Information Science, Aligarh Muslim University, Aligarh. He has a number of research publications to his credit. He has presented research papers in various national and international conferences. His areas of interest include knowledge sharing, scientometrics and e-learning. Contribution in the current study is the collection and analysis of actual data taken from WoS.

Azra Aftab, Aligarh Muslim University, Aligarh - 202 001, India

Ms Azra Aftab is a Senior research Fellow currently pursuing PhD from the Department of Library Information Sciences Aligarh Muslim University, Aligarh. Her area of interest includes ICT applications in libraries. She has published and presented research papers in various national and international conferences. Contribution in the current study is developed the main conceptual ideas and the outline of evidence.

Naushad Ali P.M., Aligarh Muslim University, Aligarh - 202 001, India

Dr  Naushad AliP.M. is presently working as Professor in the Department of Library and Information Science, Aligarh Muslim University, Aligarh. He has published two book and over 68 research paper in various national and international journals and conference proceedings. He has presented research papers in more than 20 conferences. His areas of interest include Information management, knowledge management, e-learning and e-publishing. Contribution in the current study is to take part in the planning and supervision of the work.


Howe, J. The rise of crowdsourcing. Wired Magazine, 2006. crowds_pr.html (accessed on 5 July 2018)

Aftab, A. & Naushad Ali, P.M. Crowdsourcing: An innovative approach to develop library and information systems. In Expanding Dgital Footprints: Role of Libraries and Information Centers, 2017.

Yuen, M.C.; King, I. & Leung, K.S. A survey of crowdsourcing systems. In Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011, (October), 766– 773. doi: 10.1109/PASSAT/SocialCom.2011.36.

Mao, K.; Capra, L.; Harman, M. & Jia, Y. A survey of the use of crowdsourcing in software engineering, J. Sys. Software, 2017, 126, 57–84. doi: 10.1016/j.jss.2016.09.015.

Feng, J.H.; Li, G.L. & Feng, J.H. A survey on crowdsourcing. Chinese J. Comput., 2015, 9, 1713–1726. on_Crowdsourcing.htm (accessed on 2 August 2018)

Hossain, M. Crowdsourcing in business and management disciplines: An integrative literature review Mokter Hossain. N J. Global Entrepreneurship Res., 2015, 5(21). doi: 10.1186/s40497-015-0039-2

Evans, R.D.; Gao, J.X.; Mahdikhah, S.; Messaadia, M. & Baudry, D. A review of crowdsourcing literature related to the manufacturing industry. J. Adv. Manage. Sci., 2016, 4(3). doi: 10.12720/joams.4.3.224-231.

Buettner, R. A systematic literature review of crowdsourcing research from a human resource management perspective. In Proceedings of the 48th Hawaii International Conference on System Sciences, 2015. buettner2015b.pdf (accessed on 2 August 2018).

Morschheuser, B.; Hamari, J.; Koivisto, J. & Maedche, A. Gamified crowdsourcing: Conceptualisation, literature review, and future agenda. Int. J. Human Comput. Stud., 2017, 106(March 2016), 26-43. doi:10.1016/j.ijhcs.2017.04.005.

Hosseini, M.; Shahri, A.; Phalp, K.; Taylor, J. & Ali, R. Crowdsourcing: A taxonomy and systematic mapping study. Comput. Sci. Rev., 2015, 17, 43–69. doi: 10.1016/j.cosrev.2015.05.001.

Pritchard, A. Statistical bibliography or bibliometrics. J. Doc., 1969, 25(4), 348-349.

Serenko, A.; Hardie, T.; Bontis, N.; Booker, L. & Sadeddin, K. A scientometric analysis of knowledge management and intellectual capital academic literature (1994-2008), J. Knowl. Manage., 2010, 14(1), 3–23. doi: 10.1108/13673271011015534.

Price J.D.S. Little Science, Big Science ...and Beyond. New York: Columbia University Press (1986). Available at science_big_science_and_beyond.pdf (accessed on 21 October 2018).

Merton R.K. Sociological ambivalence and other essays. 2nd editon. New York: Free Press (1976).

Garfield, E. Citation Indexing: Its theory and application in science, technology, and humanities. New York: Wiley (1979). Available at http://www.garfield.library.upenn. edu/ci/title.pdf (accessed on 21 October 2018).

Brookes, B.C. Biblio-, Sciento-, Infor-metrics??? What are we talking about? In Informetrics 89/90. edited by L. Egghe, R. Rousseau, Amsterdam: Elsevier science publishers, 1990. bitstream/1942/857/1/Brookes31.PDF (accessed on 20 October 2018).

Skoie, H. Bibliometrics-some warnings from the north. Scientometrics, 1999, 48(3), 433–437. doi: 10.1007/BF02457603

Qiu, H. & Chen, Y.F. Bibliometric analysis of biological invasions research during the period of 1991 to 2007. Scientometrics, 2009, 81(3), 601–610. doi: 10.1007/s11192-008-2207-4.

Fu, H.Z.; Wang, M.H. & Ho, Y.S. The most frequently cited adsorption research articles in the science citation index (Expanded). J. Colloid Interface Sci., 2012, 379(1), 148–156. doi: 10.1016/j.jcis.2012.04.051.

Ho, Y.S. & Hartley, J. Highly cited publications in World War II: A bibliometric analysis. Scientometrics, 2017, 110(2), 1065–1075. doi: 10.1007/s11192-016-2199-4.

Raza, A. & Malik, B.A. A bibliometric analysis of the journal of knowledge management. J. Indian Lib. Assoc., 2018, 54(2), 91–99. php/jila/article/view/195 (accessed on 9 July 2018)

Ho, Y-S.; Siu, E. & Chuang, K-Y. A bibliometric analysis of dengue-related publications in the science citation index expanded. Future Virology, 2016, 11(9), 631–648. doi: 10.2217/fvl-2016-0057.

Sui, X.; Chen, Y.; Lu, Z. & Chen, Y. A bibliometric analysis of research papers related to the Mekong River. Scientometrics, 2015, 105(1), 419–434.doi: 10.1007/s11192-015-1683-6.

Ho, Y.-S. Top-cited Articles in chemical engineering in science citation index expanded: A bibliometric analysis. Chinese J. Chem. Eng., 2012, 20(3), 478–488. doi: 10.1016/S1004-9541(11)60209-7

Serenko, A. Meta-analysis of scientometric research of knowledge management: Discovering the identity of the discipline. J. Knowl. Manage., 2013, 17(5), 773–812. doi: 10.1108/JKM-05-2013-0166.

Garfield, E. Keywords plus: ISI’s breakthrough retrieval method. Part 1. Expanding your searching power on current contents on diskette. Current Contents, 1990, 13, 295. pdf (accessed on 5 August 2018)

Fu, H.-Z. & Ho, Y.-S. A bibliometric analysis of the J. Membr. Sci. (1976-2010). Electron. Lib., 2015, 33(4), 698–713. doi: 10.1108/EL-12-2013-0221

Chuang, K.Y. & Ho, Y.S. Bibliometric profile of topcited single-author articles in the science citation index expanded. J. Informetrics, 2014, 8(4), 951–962. doi: 10.1016/J.JOI.2014.09.008

Ho, Y.S. The top-cited research works in the science citation index expanded. Scientometrics, 2013, 94(3), 1297–1312. doi: 10.1007/s11192-012-0837-z.

Fu, H.Z. & Ho, Y.S. Independent research of China in science citation index expanded during 1980–2011. J. Informetrics, 2013, 7, 210–222. doi: 10.1016/j.joi.2012.11.005.

Zhai, C. & Ho, Y.S. A bibliometric analysis of distributed control publications. Meas. Control, 2018, 51(3–4), 113– 121. doi: 10.1177/0020294018768352.

Liang, X. & He, M. A co-citation bibliometric analysis of crowdsourcing research. ICEB. http://iceb.johogo. com/proceedings/2017/ICEB_2017_paper_20-full.pdf (accessed on 11 July 2018)

How to Cite
MalikB., AftabA., & P.M.N. (2019). Mapping of Crowdsourcing Research A Bibliometric Analysis. DESIDOC Journal of Library & Information Technology, 39(1), 23-30.
Research Paper