IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v94y2013i3d10.1007_s11192-012-0888-1.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-012-0888-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-012-0888-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Faïz Gallouj, 2002. "Innovation in the Service Economy," Books, Edward Elgar Publishing, number 2391.
    2. 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.
    3. Faïz Gallouj, 2002. "Innovation in the service economy: the new wealth of nations," Post-Print halshs-00198409, HAL.
    4. Cowan, R. & Jonard, N., 2003. "The dynamics of collective invention," Journal of Economic Behavior & Organization, Elsevier, vol. 52(4), pages 513-532, December.
    5. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cathaysa Martín-Blanco & Montserrat Zamorano & Carmen Lizárraga & Valentin Molina-Moreno, 2022. "The Impact of COVID-19 on the Sustainable Development Goals: Achievements and Expectations," IJERPH, MDPI, vol. 19(23), pages 1-25, December.
    2. Shugang Li & Ziyi Li & Yixin Tang & Wenjing Zhao & Xiaoqi Kang & Lingling Zheng & Zhaoxu Yu, 2024. "Pioneering Technology Mining Research for New Technology Strategic Planning," Sustainability, MDPI, vol. 16(15), pages 1-26, August.
    3. Yorela Yenifer Esperilla-Niño-de-Guzmán & María de los Ángeles Baeza-Muñoz & Francisco Jesús Gálvez-Sánchez & Valentín Molina-Moreno, 2024. "Public–Private Partnership (PPP) in Road Infrastructure Projects: A Review of Evolution, Approaches, and Prospects," Sustainability, MDPI, vol. 16(4), pages 1-24, February.
    4. Mehmet Ali Köseoglu & John A. Parnell & Melissa Yan Yee Yick, 2021. "Identifying influential studies and maturity level in intellectual structure of fields: evidence from strategic management," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1271-1309, February.
    5. Diogo Da Fonseca-Soares & Josicleda Domiciano Galvinicio & Sayonara Andrade Eliziário & Angel Fermin Ramos-Ridao, 2022. "A Bibliometric Analysis of the Trends and Characteristics of Railway Research," Sustainability, MDPI, vol. 14(21), pages 1-19, October.
    6. Yueran Duan & Qing Guan, 2021. "Predicting potential knowledge convergence of solar energy: bibliometric analysis based on link prediction model," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 3749-3773, May.
    7. Majdouline, Ilias & Baz, Jamal El & Jebli, Fedwa, 2022. "Revisiting technological entrepreneurship research: An updated bibliometric analysis of the state of art," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    8. Linqing Liu & Shiye Mei, 2016. "Visualizing the GVC research: a co-occurrence network based bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 953-977, November.
    9. Jiancheng Guan & Lanxin Pang, 2018. "Bidirectional relationship between network position and knowledge creation in Scientometrics," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 201-222, April.
    10. Mengyang Wang & Lihe Chai, 2018. "Three new bibliometric indicators/approaches derived from keyword analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 721-750, August.
    11. Andrés Martínez-Medina & Sonia Morales-Calvo & Vicenta Rodríguez-Martín & Víctor Meseguer-Sánchez & Valentín Molina-Moreno, 2022. "Sixteen Years since the Convention on the Rights of Persons with Disabilities: What Have We Learned since Then?," IJERPH, MDPI, vol. 19(18), pages 1-21, September.
    12. Yuandi Wang & Jian Li & Lutao Ning & Deming Zeng & Xin Gu, 2014. "Dynamic patterns of technology collaboration: a case study of the Chinese automobile industry, 1985–2010," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 663-683, October.
    13. Chien-Lung Hsu & Chun-Hao Chiang, 2015. "A bibliometric study of SSME in information systems research," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(3), pages 1835-1865, March.
    14. Martha María Mayes-Ramírez & Francisco Jesús Gálvez-Sánchez & Ángel Fermín Ramos-Ridao & Valentín Molina-Moreno, 2023. "Urban Waste: Visualizing the Academic Literature through Bibliometric Analysis and Systematic Review," Sustainability, MDPI, vol. 15(3), pages 1-24, January.
    15. Jingjing Zhang & Yan Yan & Jiancheng Guan, 2015. "Scientific relatedness in solar energy: a comparative study between the USA and China," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(2), pages 1595-1613, February.
    16. Caviggioli, Federico & Ughetto, Elisa, 2019. "A bibliometric analysis of the research dealing with the impact of additive manufacturing on industry, business and society," International Journal of Production Economics, Elsevier, vol. 208(C), pages 254-268.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pascal Petit, 2010. "Innovation and Services: On Biases and Beyond," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 17, Edward Elgar Publishing.
    2. Faridah Djellal & Faïz Gallouj, 2007. "Innovation and Employment Effects in Services: A Review of the Literature and an Agenda for Research," The Service Industries Journal, Taylor & Francis Journals, vol. 27(3), pages 193-214, April.
    3. Chang, Yuan-Chieh & Chen, Min-Nan, 2016. "Service regime and innovation clusters: An empirical study from service firms in Taiwan," Research Policy, Elsevier, vol. 45(9), pages 1845-1857.
    4. Gallouj, Faïz & Weber, K. Matthias & Stare, Metka & Rubalcaba, Luis, 2015. "The futures of the service economy in Europe: A foresight analysis," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 80-96.
    5. Fourcroy, Charlotte & Gallouj, Faiz & Decellas, Fabrice, 2012. "Energy consumption in service industries: Challenging the myth of non-materiality," Ecological Economics, Elsevier, vol. 81(C), pages 155-164.
    6. Dejian Yu & Wanru Wang & Shuai Zhang & Wenyu Zhang & Rongyu Liu, 2017. "A multiple-link, mutually reinforced journal-ranking model to measure the prestige of journals," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 521-542, April.
    7. Spyros Arvanitis, 2008. "Explaining Innovative Activity In Service Industries: Micro Data Evidence For Switzerland," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(3), pages 209-225.
    8. Djellal, Faridah & Gallouj, FaIz, 2005. "Mapping innovation dynamics in hospitals," Research Policy, Elsevier, vol. 34(6), pages 817-835, August.
    9. Andre Barcet, 2010. "Innovation in Services: A New Paradigm and Innovation Model," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 2, Edward Elgar Publishing.
    10. Souto, Jaime E., 2015. "Business model innovation and business concept innovation as the context of incremental innovation and radical innovation," Tourism Management, Elsevier, vol. 51(C), pages 142-155.
    11. Benoît Desmarchelier & Faridah Djellal & Faïz Gallouj, 2018. "Public Service Innovation Networks (PSINs): Collaborating for Innovation and Value Creation," Working Papers halshs-01934275, HAL.
    12. Chongfeng Wang & Gupeng Zhang, 2019. "Examining the moderating effect of technology spillovers embedded in the intra- and inter-regional collaborative innovation networks of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 561-593, May.
    13. Pim den Hertog & Luis Rubalcaba, 2010. "Policy Frameworks for Service Innovation: A Menu-Approach," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 26, Edward Elgar Publishing.
    14. Djellal, Faridah & Gallouj, Faïz & Miles, Ian, 2013. "Two decades of research on innovation in services: Which place for public services?," Structural Change and Economic Dynamics, Elsevier, vol. 27(C), pages 98-117.
    15. Chen, Ying & Koch, Thorsten & Zakiyeva, Nazgul & Liu, Kailiang & Xu, Zhitong & Chen, Chun-houh & Nakano, Junji & Honda, Keisuke, 2023. "Article’s scientific prestige: Measuring the impact of individual articles in the web of science," Journal of Informetrics, Elsevier, vol. 17(1).
    16. Fiala, Dalibor, 2012. "Time-aware PageRank for bibliographic networks," Journal of Informetrics, Elsevier, vol. 6(3), pages 370-388.
    17. Rafael Cáceres & Joaquin Guzmán, 2015. "Seeking an innovation structure common to both manufacturing and services," Service Business, Springer;Pan-Pacific Business Association, vol. 9(3), pages 361-379, September.
    18. Faridah Djellal & Faïz Gallouj, 2010. "The Innovation Gap and the Performance Gap in the Service Economies: A Problem for Public Policy," Chapters, in: Faïz Gallouj & Faridah Djellal (ed.), The Handbook of Innovation and Services, chapter 27, Edward Elgar Publishing.
    19. John Bryson & Luis Rubalcaba & Patrik Ström, 2011. "Services, innovation, employment and organisation: research gaps and challenges for the next decade," The Service Industries Journal, Taylor & Francis Journals, vol. 32(4), pages 641-655, June.
    20. Yi Zhang & Kaihua Chen & Guilong Zhu & Richard C. M. Yam & Jiancheng Guan, 2016. "Inter-organizational scientific collaborations and policy effects: an ego-network evolutionary perspective of the Chinese Academy of Sciences," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(3), pages 1383-1415, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:scient:v:94:y:2013:i:3:d:10.1007_s11192-012-0888-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.