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Fragmentation or cohesion? Visualizing the process and consequences of information system diversity, 1993–2012

  • Research Essay
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European Journal of Information Systems

Abstract

In information systems (IS) literature, there is ongoing debate as to whether the field has become fragmented and lost its identity in response to the rapid changes of the field. The paper contributes to this discussion by providing quantitative measurement of the fragmentation or cohesiveness level of the field. A co-word analysis approach aiding in visualization of the intellectual map of IS is applied through application of clustering analysis, network maps, strategic diagram techniques, and graph theory for a collection of 47,467 keywords from 9551 articles, published in 10 major IS journals and the proceedings of two leading IS conferences over a span of 20 years, 1993 through 2012. The study identified the popular, core, and bridging topics of IS research for the periods 1993–2002 and 2003–2012. Its results show that research topics and subfields underwent substantial change between those two periods and the field became more concrete and cohesive, increasing in density. Findings from this study suggest that the evolution of the research topics and themes in the IS field should be seen as part of the natural metabolism of the field, rather than a process of fragmentation or disintegration.

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References

  • Abbott A (2001) Chaos of Disciplines. University of Chicago Press, Chicago.

    Google Scholar 

  • Agarwal R and Lucas HL (2005) The information systems identity crisis: focusing on high-visibility and high-impact research. MIS Quarterly 29(3), 381–398.

    Google Scholar 

  • Akhlaghpour S, Wu J, Lapointe L and Pinsonneault A (2013) The ongoing quest for the IT artifact: looking back, moving forward. Journal of Information Technology 28(2), 150–166.

    Article  Google Scholar 

  • Albert S and Whetten DA (1985) Organizational identity. Research in Organizational Behavior 7, 263–295.

    Google Scholar 

  • An XY and Wu QQ (2011) Co-word analysis of the trends in [the] stem cells field based on subject heading weighting. Scientometrics 88(1), 133–144.

    Article  Google Scholar 

  • Banville C and Landry M (1989) Can the field of MIS be disciplined? Communications of the ACM 32(1), 48–60.

    Article  Google Scholar 

  • Barabasi AL and Albert R (1999) Emergence of scaling in random networks. Science 286(5439), 509–512.

    Article  Google Scholar 

  • Bauin S, Michelet B, Schweighoffer MG and Vermeulin P (1991) Using bibliometrics in strategic analysis: ‘understanding chemical reactions’ at the CNRS. Scientometrics 22(1), 113–137.

    Article  Google Scholar 

  • Bauman Z (1992) Intimations of Postmodernity. Routledge, London.

    Google Scholar 

  • Benbasat I and Weber R (1996) Research commentary: rethinking ‘diversity’ in information systems research. Information Systems Research 7(4), 389–399.

    Article  Google Scholar 

  • Benbasat I and Zmud R (2003) The identity crisis within the IS discipline: defining and communicating the discipline’s core properties. MIS Quarterly 27(2), 183–194.

    Google Scholar 

  • Bernroider EWN, Pilkington A and Córdoba JR (2013) Research in information systems: a study of diversity and inter-disciplinary discourse in the AIS basket journals between 1995 and 2011. Journal of Information Technology 28(1), 74–89.

    Article  Google Scholar 

  • Björkman I, Fey CF and Park HJ (2007) Institutional theory and MNC subsidiary HRM practices: evidence from a three-country study. Journal of International Business Studies 38(3), 430–446.

    Article  Google Scholar 

  • Borgatti SP and Everett MG (1999) Models of core/periphery structures. Social Networks 21(4), 375–395.

    Article  Google Scholar 

  • Bryant A (2008) The future of information systems – thinking informatically. European Journal of Information Systems 17(6), 695–698.

    Article  Google Scholar 

  • Burt RS (1992) Structural Holes: The Social Structure of Competition. Harvard University Press, Cambridge, UK.

    Google Scholar 

  • Callon M, Courtial J and Laville F (1991) Co-word analysis as a tool for describing the network of interactions between basic and technological research: the case of polymer Chemistry. Scientometrics 22(1), 155–205.

    Article  Google Scholar 

  • Callon M, Courtial J, Turner WA and Bauin S (1983) From translations to problematic networks: an introduction to co-word analysis. Social Science Information 22(2), 191–235.

    Article  Google Scholar 

  • Callon M, Law J and Rip A (1986) Mapping the Dynamics of Science and Technology: Sociology of Science in the Real World. Palgrave Macmillan, Basingstoke, UK.

    Book  Google Scholar 

  • Cambrosio A, Limoges C, Courtial JP and Laville F (1993) Historical scientometrics? Mapping over 70 years of biological safety research with co-word analysis. Scientometrics 27(2), 119–143.

    Article  Google Scholar 

  • Carr N (2003) IT doesn’t matter. Harvard Business Review 81(5), 41–49.

    Google Scholar 

  • Cattani G and Ferriani S (2008) Core/periphery perspective on individual creative performance: social networks and cinematic achievements in the hollywood film industry. Organization Science 19(6), 824–844.

    Article  Google Scholar 

  • Chang P-L, Wu C-C and Leu H-J (2010) Using patent analyses to monitor the technological trends in an emerging field of technology: a case of carbon nanotube field emission display. Scientometrics 82(1), 5–19.

    Article  Google Scholar 

  • Chen C, Chen Y, Horowitz M, Hou H, Liu Z and Pelligrino D (2009) Towards an explanatory and computational theory of scientific discovery. Journal of Informetrics 3(3), 191–209.

    Article  Google Scholar 

  • Clark R (2010) Word-system mobility and economic growth, 1980–2000. Social Forces 88(3), 1123–1151.

    Article  Google Scholar 

  • Clarke R (2008) An exploratory study of information systems researcher impact. Communication of the Association for Information Systems 22(1), 1–32.

    Google Scholar 

  • Córdoba JR, Pilkington A and Bernroider EWN (2012) Information systems as a discipline in the making: comparing EJIS and MISQ between 1995 and 2008. European Journal of Information Systems 21(5), 479–495.

    Article  Google Scholar 

  • Coulter N, Monarch I and Konda S (1998) Software engineering as seen through its research literature: a study in co-word analysis. Journal of the American Society for Information Science 49(13), 1206–1223.

    Article  Google Scholar 

  • Culnan M (1986) The intellectual development of management information systems, 1972–1982: a co-citation analysis. Management Science 32(2), 156–172.

    Article  Google Scholar 

  • Culnan M (1987) Mapping the intellectual structure of MIS, 1980–1985: a co-citation analysis. MIS Quarterly 11(3), 341–353.

    Article  Google Scholar 

  • Dearden J (1972) MIS is a mirage. Harvard Business Review 50(1), 90–99.

    Google Scholar 

  • Ding Y, Chowdhury GG and Foo S (2001) Bibliometric cartography of information retrieval research by using co-word analysis. Information Processing & Management 37(6), 817–842.

    Article  Google Scholar 

  • Dwivedi Y and Kuljis J (2008) Profile of IS research published in the European Journal of Information Systems. European Journal of Information Systems 17(6), 678–693.

    Article  Google Scholar 

  • Dwivedi Y, Williams MD, Lal B and Schwarz A (2008) ‘Profiling adoption, acceptance and diffusion research in the information systems discipline’. In Proceedings of the 16th European Conference on Information Systems, Galway, Ireland, 2008.

  • Eagle N, Macy M and Claxton R (2010) Network diversity and economic development. Science 328(5981), 1029–1031.

    Article  Google Scholar 

  • Everett MG and Borgatti SP (1999) The centrality of groups and classes. Journal of Mathematical Sociology 23(3), 181–201.

    Article  Google Scholar 

  • Foucault M (1972) The Archaeology of Knowledge and the Discourse on Language. Pantheon, New York.

    Google Scholar 

  • Foucault M (1984) The ethics of the concern for self as a practice of freedom. In Michel Foucault: Ethics: Subjectivity and Truth (Essential Works of Michel Foucault, 1954–1984) (Rabinow P, Ed), pp 281–301, Penguin, London.

    Google Scholar 

  • Galliers RD (2003) Change as crisis or growth? Toward a trans-disciplinary view of information systems as a field of study. Journal of the Association for Information Systems 4(6), 337–351.

    Google Scholar 

  • Galliers RD and Whitley EA (2007) Vive les differences? Developing a profile of European information systems research as a basis for international comparisons. European Journal of Information Systems 16(1), 20–35.

    Article  Google Scholar 

  • Garfield E (1989) Delayed recognition in scientific discovery: citation frequency analysis aids the search for case histories. Current Contents 23(5), 3–9.

    Google Scholar 

  • Hassan N and Will H (2006) Synthesizing diversity and pluralism in information systems: forging a unique disciplinary subject matter for the information systems field. Communications of the Association for Information Systems 17(7), 152–180.

    Google Scholar 

  • He Q (1999) Knowledge discovery through co-word analysis. Library Trends 48(1), 133–159.

    Google Scholar 

  • Hernandez B, Jimenez J and Martín MJ (2009) Adoption vs acceptance of e-commerce: two different decisions. European Journal of Marketing 43(9/10), 1232–1245.

    Article  Google Scholar 

  • Hirschheim R and Klein H (2006) Crisis in the IS field? A critical reflection on the state of the discipline. Journal of the Association for Information Systems 4(10), 237–293.

    Google Scholar 

  • Holden RJ and Karsh BT (2010) The technology acceptance model: its past and its future in health care. Journal of Biomedical Informatics 43(1), 159–172.

    Article  Google Scholar 

  • Hsiao CH and Yang C (2011) The intellectual development of the technology acceptance model: a co-citation analysis. International Journal of Information Management 31(2), 128–136.

    Article  Google Scholar 

  • Hu C-P, Hu J-M, Deng S-L and Liu Y (2013) A co-word analysis of library and information science in China. Scientometrics 97(2), 369–382.

    Article  Google Scholar 

  • Keen PGW (1980) ‘MIS research: reference disciplines and a cumulative tradition’. In Proceedings of the First International Conference on Information Systems, paper 9, Philadelphia, USA.

  • Krebs V and Holley J (2002) ‘Building smart communities through network weaving’. Available from: [WWW document] http://www.orgnet.com/buildingnetworks.pdf (accessed on 20 April 2015).

  • Larsen T and Levine L (2005) Searching for management information systems: coherence and change in the discipline. Information Systems Journal 15(4), 357–381.

    Article  Google Scholar 

  • Law J, Bauin S, Courtial J and Whittaker J (1988) Policy and the mapping of scientific change: a co-word analysis of research into environmental acidification. Scientometrics 14(3–4), 251–264.

    Article  Google Scholar 

  • Law J and Whittaker J (1992) Mapping acidification research: a test of the co-word method. Scientometrics 23(3), 417–461.

    Article  Google Scholar 

  • Lee MR and Chen TT (2012) Revealing research themes and trends in knowledge management: from 1995 to 2010. Knowledge-based Systems (28), 47–58.

  • Leydesdorff L (1997) Why words and co-words cannot map the development of the sciences. Journal of the American Society for Information Science 48(5), 418–427.

    Article  Google Scholar 

  • Leydesdorff L and Hellsten I (2006) Measuring the meaning of words in contexts: an automated analysis of controversies about ‘monarch butterflies,’ ‘frankenfoods,’ and ‘stem cells’. Scientometrics 67(2), 231–258.

    Article  Google Scholar 

  • Liu G-Y, Hu J-M and Wang H-L (2011) A co-word analysis of digital library field in China. Scientometrics 91(1), 203–217.

    Article  Google Scholar 

  • Liu Y, Goncalves J, Ferreira D, Xiao B, Hosio S and Kostakos V (2014) ‘CHI 1994–2013: Mapping two decades of intellectual progress through co-word analysis’. In CHI 2014: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Toronto, Canada.

  • Lu K and Wolfram D (2012) Measuring author research relatedness: a comparison of word-based, topic-based, and author cocitation approaches. Journal of the American Society for Information Science and Technology 63(10), 1973–1983.

    Article  Google Scholar 

  • Marc M, Courtial J, Senkovska E, Petard J and Py Y (1991) The dynamics of research in the psychology of work from 1973 to 1987: from the study of companies to the study of professions. Scientometrics 21(1), 69–86.

    Article  Google Scholar 

  • Mayer-Schönberger V (2009) Can we reinvent the internet? Science 325(5939), 396–397.

    Article  Google Scholar 

  • Mingers J (2003) The paucity of multimethod research: a review of the information systems literature. Information Systems Journal 13(3), 233–249.

    Article  Google Scholar 

  • Monarch I (2000) ‘Information science and information systems: converging or diverging’. In Proceedings of the 28th Annual Conference of the Canadian Association for Information Science, Edmonton, Alberta, Canada.

  • Muñoz-Leiva F, Viedma-del-Jesús MI, Sánchez-Fernández J and López-Herrera AG (2011) An application of co-word analysis and bibliometric maps for detecting the most highlighting themes in the consumer behaviour research from a longitudinal perspective. Quality & Quantity 46(4), 1077–1095.

    Article  Google Scholar 

  • Nielsen AE and Thomsen C (2011) Sustainable development: the role of network communication. Corporate Social Responsibility and Environmental Management 18(1), 1–10.

    Article  Google Scholar 

  • Ocholla DN, Onyancha OB and Britz J (2010) Can information ethics be conceptualized by using the core/periphery model? Journal of Informetrics 4(4), 492–502.

    Article  Google Scholar 

  • Poell RF, Rocco TS and Roth GL (2015) The Routledge Companion to Human Resource Development. Routledge, Abingdon, UK.

    Google Scholar 

  • Ritzhaupt A, Stewart M, Smith P and Barron A (2010) An investigation of distance education in North American research literature using co-word analysis. International Review of Research in Open and Distributed Learning 11(1), 37–60.

    Article  Google Scholar 

  • Rombach MP, Porter M, Fowler J and Mucha P (2014) Core-periphery structure in networks. SIAM Journal of Applied Mathematics 74(1), 167–190.

    Article  Google Scholar 

  • Rowe F and Truex D (2011) Evaluation and control at the core: how French scholars inform the discourse. In Emerging Themes in Information Systems (Carugati A and Rossignoli C, Eds), pp 45–61, Springer, Heidelberg, Germany.

    Google Scholar 

  • Shih H-Y (2006) Network characteristics of drive tourism destinations: an application of network analysis in tourism. Tourism Management 27(5), 1029–1039.

    Article  Google Scholar 

  • Stein M, Galliers RD and Whitley EA (2014) Twenty years of the European information systems academy at ECIS: emergent trends and research topics. European Journal of Information Systems – advance online publication on August 26, 2014 doi:10.1057/ejis.2014.25.

  • Steyvers M and Tenenbaum JB (2005) The large-scale structure of semantic networks: statistical analyses and a model of semantic growth. Cognitive Science 29(1), 41–78.

    Article  Google Scholar 

  • Taylor H, Dillon S and van Wingen M (2010) ‘Focus and diversity in information systems research: meeting the dual demands of a healthy applied discipline’. MIS Quarterly 34(4), 647–667.

    Google Scholar 

  • Valente TW (2012) Network interventions. Science 337(6090), 49–53.

    Article  Google Scholar 

  • Vaughan L, Yang R and Tang J (2012) ‘Web co-word analysis for business intelligence in the Chinese environment’. ASLIB Proceedings 64(6), 653–667.

  • Viedma-del-Jesús MI, Perakakis P, Muñoz MÁ, López-Herrera AG and Vila J (2011) Sketching the first 45 years of the journal Psychophysiology (1964–2008): a co-word-based analysis. Psychophysiology 48(8), 1029–1036.

    Article  Google Scholar 

  • Wang Z-Y, Li G, Li C-Y and Li A (2011) Research on the semantic[s]-based co-word analysis. Scientometrics 90(3), 855–875.

    Article  Google Scholar 

  • Ward JH (1963) Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association 58(301), 236–244.

    Article  Google Scholar 

  • Weber R (2003) Editor’s comment: still desperately seeking the IT artifact. MIS Quarterly 27(2), iii–xi.

    Google Scholar 

  • Williams MD, Dwivedi YK, Lal B and Schwarz A (2009) Contemporary trends and issues in IT adoption and diffusion research. Journal of Information Technology 24(1), 1–10.

    Article  Google Scholar 

  • Zhao L and Zhang Q (2011) Mapping knowledge domains of Chinese digital library research output, 1994–2010. Scientometrics 89(1), 51–87.

    Article  Google Scholar 

  • Zong Q-J, Shen H-Z, Yuan Q-J, Hu X-W, Hou Z-P and Deng S-G (2013) Doctoral dissertations of library and information science in China: a co-word analysis. Scientometrics 94(2), 781–799.

    Article  Google Scholar 

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Associate Editors:

Prof. Frantz Rowe and Dr. Raquel Benbunan-Fich

Appendix

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figure A1

Figure A1
figure 11

Clustering analysis for the keywords, 1993–2012.

figure A2

Figure A2
figure 12

Clustering analysis for the keywords, 2003–2013.

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Liu, Y., Li, H., Goncalves, J. et al. Fragmentation or cohesion? Visualizing the process and consequences of information system diversity, 1993–2012. Eur J Inf Syst 25, 509–533 (2016). https://doi.org/10.1057/ejis.2016.5

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