IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i5p2574-d756662.html
   My bibliography  Save this article

The Difference in Open Innovation between Open Access and Closed Access, According to the Change of Collective Intelligence and Knowledge Amount

Author

Listed:
  • Jinhyo Joseph Yun

    (Daegu Gyeongbuk Institute of Science and Technology, and Open Innovation Academy, Seoul National University, Seoul 42988, Korea)

  • Zheng Liu

    (Cardiff School of Management, Cardiff Metropolitan University, Cardiff CF5 2YB, UK)

  • Euiseob Jeong

    (Korea Institute of Science and Technology Information, Seoul 02456, Korea)

  • Sangwoo Kim

    (Korea Institute of Science and Technology Information, Seoul 02456, Korea)

  • Kyunghun Kim

    (Local Development Research Institute (LADI), Daegu 42768, Korea)

Abstract

This study explored the differences in the effects of collective intelligence and references on open innovation between open and closed access journals. This study analyzed the moderating effect of references on the motivation of collective intelligence on open innovation from 2003 to 2006 and 2013 to 2016, considered to be the digital transformation era. The Scopus database on open and closed access journals was used for ordinary regression analysis. During the 2003–2006 period, only papers in closed access journals demonstrated sufficient effect of collective intelligence and reference on open innovation and the effective moderating role of reference. However, between 2013 and 2016, papers in open and closed access journals demonstrated the incentive effects of collective intelligence and references on citation and the moderating role of references on the correlation between collective intelligence and citation. The increase in digital transformation strengthens the collective intelligence and references of open access journals, and citations of open access journals nearly surpass those of closed access journals.

Suggested Citation

  • Jinhyo Joseph Yun & Zheng Liu & Euiseob Jeong & Sangwoo Kim & Kyunghun Kim, 2022. "The Difference in Open Innovation between Open Access and Closed Access, According to the Change of Collective Intelligence and Knowledge Amount," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:5:p:2574-:d:756662
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/5/2574/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/5/2574/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ding, Ying & Liu, Xiaozhong & Guo, Chun & Cronin, Blaise, 2013. "The distribution of references across texts: Some implications for citation analysis," Journal of Informetrics, Elsevier, vol. 7(3), pages 583-592.
    2. S. Redner, 1998. "How popular is your paper? An empirical study of the citation distribution," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 4(2), pages 131-134, July.
    3. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Jingfeng Xia, 2010. "A longitudinal study of scholars attitudes and behaviors toward open‐access journal publishing," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(3), pages 615-624, March.
    5. David J. Solomon & Bo‐Christer Björk, 2012. "Publication fees in open access publishing: Sources of funding and factors influencing choice of journal," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(1), pages 98-107, January.
    6. Jingfeng Xia, 2010. "A longitudinal study of scholars attitudes and behaviors toward open-access journal publishing," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(3), pages 615-624, March.
    7. Bo-Christer Björk & Patrik Welling & Mikael Laakso & Peter Majlender & Turid Hedlund & Guðni Guðnason, 2010. "Open Access to the Scientific Journal Literature: Situation 2009," PLOS ONE, Public Library of Science, vol. 5(6), pages 1-9, June.
    8. Kevin W. Boyack & Richard Klavans, 2010. "Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 61(12), pages 2389-2404, December.
    9. Ying Ding & Guo Zhang & Tamy Chambers & Min Song & Xiaolong Wang & Chengxiang Zhai, 2014. "Content-based citation analysis: The next generation of citation analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(9), pages 1820-1833, September.
    10. Francis Heylighen, 1999. "Collective Intelligence and its Implementation on the Web: Algorithms to Develop a Collective Mental Map," Computational and Mathematical Organization Theory, Springer, vol. 5(3), pages 253-280, October.
    11. Suh, Yongyoon & Jeon, Jeonghwan, 2019. "Monitoring patterns of open innovation using the patent-based brokerage analysis," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 595-605.
    12. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    13. Thomas W. Malone & Mark Klein, 2007. "Harnessing Collective Intelligence to Address Global Climate Change," Innovations: Technology, Governance, Globalization, MIT Press, vol. 2(3), pages 15-26, July.
    14. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75002, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    15. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    16. Yun, JinHyo Joseph & Won, DongKyu & Park, KyungBae & Jeong, EuiSeob & Zhao, Xiaofei, 2019. "The role of a business model in market growth: The difference between the converted industry and the emerging industry," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 534-562.
    17. Kevin W. Boyack & Richard Klavans, 2010. "Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 61(12), pages 2389-2404, December.
    18. Christian Matt & Thomas Hess & Alexander Benlian, 2015. "Digital Transformation Strategies," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 339-343, October.
    19. Constantin Bratianu & Simona Vasilache, 2009. "Evaluating linear-nonlinear thinking style for knowledge management education," Management & Marketing, Economic Publishing House, vol. 4(3), Autumn.
    20. David J. Solomon & Bo-Christer Björk, 2012. "Publication fees in open access publishing: Sources of funding and factors influencing choice of journal," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(1), pages 98-107, January.
    21. Constantin Bratianu & Simona Vasilache, 2010. "A factorial analysis of the managerial linear thinking model," International Journal of Innovation and Learning, Inderscience Enterprises Ltd, vol. 8(4), pages 393-407.
    22. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75202, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    23. Laursen, Keld & Salter, Ammon J., 2014. "The paradox of openness: Appropriability, external search and collaboration," Research Policy, Elsevier, vol. 43(5), pages 867-878.
    24. Ken Hyland, 2003. "Self‐citation and self‐reference: Credibility and promotion in academic publication," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 54(3), pages 251-259, February.
    25. Mark J. McCabe & Christopher M. Snyder, 2005. "Open Access and Academic Journal Quality," American Economic Review, American Economic Association, vol. 95(2), pages 453-459, May.
    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. Aleksandra Kuzior & Iryna Pidorycheva & Viacheslav Liashenko & Hanna Shevtsova & Nataliia Shvets, 2022. "Assessment of National Innovation Ecosystems of the EU Countries and Ukraine in the Interests of Their Sustainable Development," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    2. Gloria Janeth Murillo-Aviña & Sialia Karina Mellink-Méndez & Josué Aarón López-Leyva & Víctor Manuel Ramos-García, 2022. "Challenges and Opportunities Post Pandemic of Organizational Ergonomics to Promote the Social Sustainability in Cultural and Creative Industries: A Critical Review and Future Research Agenda," Sustainability, MDPI, vol. 14(22), pages 1-16, November.

    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. Swen Nadkarni & Reinhard Prügl, 2021. "Digital transformation: a review, synthesis and opportunities for future research," Management Review Quarterly, Springer, vol. 71(2), pages 233-341, April.
    2. Ander, Veronika & Cihelka, Petr & Tyrychtr, Jan & Novák, David, 2022. "Towards Compromise User Experience Design in Ambient Intelligent Environment," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(2), June.
    3. Coskun-Setirek, Abide & Tanrikulu, Zuhal, 2021. "Digital innovations-driven business model regeneration: A process model," Technology in Society, Elsevier, vol. 64(C).
    4. Sascha Kraus & Paul Jones & Norbert Kailer & Alexandra Weinmann & Nuria Chaparro-Banegas & Norat Roig-Tierno, 2021. "Digital Transformation: An Overview of the Current State of the Art of Research," SAGE Open, , vol. 11(3), pages 21582440211, September.
    5. Piepponen, Amanda & Ritala, Paavo & Keränen, Joona & Maijanen, Päivi, 2022. "Digital transformation of the value proposition: A single case study in the media industry," Journal of Business Research, Elsevier, vol. 150(C), pages 311-325.
    6. Burström, Thommie & Parida, Vinit & Lahti, Tom & Wincent, Joakim, 2021. "AI-enabled business-model innovation and transformation in industrial ecosystems: A framework, model and outline for further research," Journal of Business Research, Elsevier, vol. 127(C), pages 85-95.
    7. Florian Wiesböck & Thomas Hess, 2020. "Digital innovations," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 75-86, March.
    8. Jinkai Liang & Ke Du & Dandan Chen, 2023. "The Effect of Digitalization on Ambidextrous Innovation in Manufacturing Enterprises: A Perspective of Empowering and Enabling," Sustainability, MDPI, vol. 15(16), pages 1-23, August.
    9. Teubner, Alexander & Stockhinger, Jan, 2020. "IT/IS strategy research and digitalization: An extensive literature review," ERCIS Working Papers 34, University of Münster, European Research Center for Information Systems (ERCIS).
    10. Li, Min & Liu, Na & Kou, Aiju & Chen, Wenchuan, 2023. "Customer concentration and digital transformation," International Review of Financial Analysis, Elsevier, vol. 89(C).
    11. Florian Diener & Miroslav Špaček, 2021. "Digital Transformation in Banking: A Managerial Perspective on Barriers to Change," Sustainability, MDPI, vol. 13(4), pages 1-27, February.
    12. Sodamin, Dino & Vaněk, Jiří & Ulman, Miloš & Šimek, Pavel, 2022. "Fair Label versus Blockchain Technology from the Consumer Perspective: Towards a Comprehensive Research Agenda," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(2), June.
    13. Maniriho, Aristide & Musabanganji, Edouard & Mulumeoderhwa, Fidèle & Manirakiza, Dismas & Lebailly, Philippe, 2022. "Preferences of Small-Scale Farmers for Innovative Farming Techniques in Volcanic Highlands in Rwanda," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(2), June.
    14. G. Denisse Chamochumbi D. & Massimo Ciambotti & Federica Palazzi & Francesca Sgr?, 2022. "The digital transformation process in the agri-food sector: A case study," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2022(2 Suppl.), pages 43-70.
    15. Abdul Karim Feroz & Hangjung Zo & Ananth Chiravuri, 2021. "Digital Transformation and Environmental Sustainability: A Review and Research Agenda," Sustainability, MDPI, vol. 13(3), pages 1-20, February.
    16. Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
    17. Saarikko, Ted & Westergren, Ulrika H. & Blomquist, Tomas, 2020. "Digital transformation: Five recommendations for the digitally conscious firm," Business Horizons, Elsevier, vol. 63(6), pages 825-839.
    18. Monica Molino & Claudio G. Cortese & Chiara Ghislieri, 2021. "Technology Acceptance and Leadership 4.0: A Quali-Quantitative Study," IJERPH, MDPI, vol. 18(20), pages 1-18, October.
    19. Shaibu, Abdul-Fatawu & Shaibu, Mohammed Hardi, 2022. "Agricultural Aid and Growth in Sub Saharan Africa: a Review of Empirical Evidence," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(2), June.
    20. Fertő, Imre & Bojnec, Štefan & Podruzsik, Szilárd, 2022. "Do Subsidies Decrease the Farm Income Inequality in Hungary?," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 14(2), June.

    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:gam:jsusta:v:14:y:2022:i:5:p:2574-:d:756662. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.