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A bibliometric study of service innovation research: based on complex network analysis

Author

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  • Wenjia Zhu

    (Fudan University)

  • Jiancheng Guan

    (University of Chinese Academy of Sciences)

Abstract

In the paper, we apply small world complex network theory to analyze scientific research in the field of service innovation, and discover its research focuses. Our study considers the key words and subject categories of the publications as actors to map keyword co-occurrence network and subject category co-occurrence network, and compare them with their corresponding random binary networks to judge whether these complex networks have the characteristics of small world network, in order to find the hot issues in the field by the small world network analysis. We discuss the knowledge structure in the field through analyzing 437 papers that were searched from Web of Science database over the period 1992–2011. We find that case study, service industry, service quality, market orientation, new product development, and knowledge management were the most popular keywords of the field, and also show the dynamic development of the research focuses in recent 10 years. The researchers who made most contribution in a certain field are also found out. It is concluded that there were more researchers who did investigation about service innovation in the category of Business and Economics, Engineering, Public Administration, Operations Research and Management Science, and Computer Science than those in other categories. The study suggests a quantitative method to analyze trends of scientific research in a certain field, and presents some directions of research mainstream to the researchers who may be interested in the service innovation.

Suggested Citation

  • Wenjia Zhu & Jiancheng Guan, 2013. "A bibliometric study of service innovation research: based on complex network analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(3), pages 1195-1216, March.
    • Handle: RePEc:spr:scient:v:94:y:2013:i:3:d:10.1007_s11192-012-0888-1
    DOI: 10.1007/s11192-012-0888-1
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    References listed on IDEAS

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    1. Faïz Gallouj, 2002. "Innovation in the Service Economy," Books, Edward Elgar Publishing, number 2391.
    2. Faïz Gallouj, 2002. "Innovation in the Service Economy: the New Wealth of Nations," Post-Print hal-01111977, HAL.
    3. Cowan, R. & Jonard, N., 2003. "The dynamics of collective invention," Journal of Economic Behavior & Organization, Elsevier, vol. 52(4), pages 513-532, December.
    4. Senator Jeong & Sungin Lee & Hong‐Gee Kim, 2009. "Are you an invited speaker? A bibliometric analysis of elite groups for scholarly events in bioinformatics," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(6), pages 1118-1131, June.
    5. Ying Ding, 2011. "Applying weighted PageRank to author citation networks," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(2), pages 236-245, February.
    6. Chen, Zifeng & Guan, Jiancheng, 2010. "The impact of small world on innovation: An empirical study of 16 countries," Journal of Informetrics, Elsevier, vol. 4(1), pages 97-106.
    7. Melissa A. Schilling & Corey C. Phelps, 2007. "Interfirm Collaboration Networks: The Impact of Large-Scale Network Structure on Firm Innovation," Management Science, INFORMS, vol. 53(7), pages 1113-1126, July.
    8. Ying Ding, 2011. "Applying weighted PageRank to author citation networks," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(2), pages 236-245, February.
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