IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i15p11886-d1208953.html
   My bibliography  Save this article

Bibliometric Analysis of Ambiguity Tolerance: Unearthing Its Role in Sustainable Language Education

Author

Listed:
  • Yi Xue

    (Faculty of Foreign Studies, Beijing Language and Culture University, Beijing 100083, China)

  • Zhonggen Yu

    (Faculty of Foreign Studies, Beijing Language and Culture University, Beijing 100083, China)

Abstract

Against the backdrop of the COVID-19 post-pandemic era, ambiguity tolerance has been the subject of extensive research and scholarship. While ambiguity tolerance has long been a hot topic across multiple disciplines, scant attention has been given to its role in language education via bibliometric analysis. Two authors adopt an integrative study on ambiguity tolerance in sustainable language education to fill this void. Through a general review and visualization analysis, this study seeks to explore the various influential factors that are associated with ambiguity tolerance in language education. Author co-citation analysis (ACA) and the mapping knowledge domain (MKD) are the underlying theoretical frameworks for bibliographic visualization. VOSviewer and CitNetExplorer are two analytical software utilized to visualize bibliographic data. It is concluded that multilingualism, motivation, self-efficacy, and engagement are positively correlated with ambiguity tolerance and collectively contribute to improving language learning outcomes. Future research could further discuss ambiguity tolerance in the application of emerging technologies in the new decade.

Suggested Citation

  • Yi Xue & Zhonggen Yu, 2023. "Bibliometric Analysis of Ambiguity Tolerance: Unearthing Its Role in Sustainable Language Education," Sustainability, MDPI, vol. 15(15), pages 1-21, August.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:15:p:11886-:d:1208953
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/15/11886/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/15/11886/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nees Jan Eck & Ludo Waltman, 2017. "Citation-based clustering of publications using CitNetExplorer and VOSviewer," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 1053-1070, May.
    2. Yi Bu & Tian-yi Liu & Win-bin Huang, 2016. "MACA: a modified author co-citation analysis method combined with general descriptive metadata of citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 143-166, July.
    3. Dahlin, Kristina & Chuang, You-Ta & Roulet, Thomas J, 2018. "Opportunity, Motivation, and Ability to Learn from Failures and Errors: Review, Synthesis, and Ways to Move Forward," SocArXiv 4qwzh, Center for Open Science.
    4. Endres, Megan L & Chowdhury, Sanjib & Milner, Morgan, 2009. "Ambiguity tolerance and accurate assessment of self-efficacy in a complex decision task," Journal of Management & Organization, Cambridge University Press, vol. 15(1), pages 31-46, March.
    5. Jian-gang Shi & Wei Miao & Hongyun Si, 2019. "Visualization and Analysis of Mapping Knowledge Domain of Urban Vitality Research," Sustainability, MDPI, vol. 11(4), pages 1-17, February.
    6. Beatrice Schindler Rangvid, 2018. "Student engagement in inclusive classrooms," Education Economics, Taylor & Francis Journals, vol. 26(3), pages 266-284, May.
    7. Yangyi Kwon & Jhong Yun (Joy) Kim & Andrew Keane, 2020. "The Structural Relationship among Career-Related Mentoring, Ambiguity Tolerance, and Job Search Effort and Behavior of Korean College Students," Sustainability, MDPI, vol. 12(21), pages 1-14, October.
    Full references (including those not matched with items on IDEAS)

    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. Lutz Bornmann & Robin Haunschild & Sven E. Hug, 2018. "Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co-occurrence analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 427-437, February.
    2. Ayamga, Matthew & Annosi, Maria Carmela & Kassahun, Ayalew & Dolfsma, Wilfred & Tekinerdogan, Bedir, 2024. "Adaptive organizational responses to varied types of failures: Empirical insights from technology providers in Ghana," Technovation, Elsevier, vol. 129(C).
    3. Cai, Ya-Jun & Lo, Chris K.Y., 2020. "Omni-channel management in the new retailing era: A systematic review and future research agenda," International Journal of Production Economics, Elsevier, vol. 229(C).
    4. Rosa Lombardi & Raffaele Trequattrini & Federico Schimperna & Myriam Cano-Rubio, 2021. "The Impact of Smart Technologies on theManagement and Strategic Control: A Structured Literature Review," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2021(suppl. 1), pages 11-30.
    5. Wuliyasu Bai & Liang Yan & Jingbo Liang & Long Zhang, 2022. "Mapping Knowledge Domain on Economic Growth and Water Sustainability: A Scientometric Analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(11), pages 4137-4159, September.
    6. Yi Bu & Binglu Wang & Win-bin Huang & Shangkun Che & Yong Huang, 2018. "Using the appearance of citations in full text on author co-citation analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(1), pages 275-289, July.
    7. Kaili Zhang & Bin Zhao & Kui Yin, 2024. "When Leaders Acknowledge Their Own Errors, Will Employees Follow Suit? A Social Learning Perspective," Journal of Business Ethics, Springer, vol. 189(2), pages 403-421, January.
    8. Fellnhofer, Katharina & Sornette, Didier, 2022. "Embracing The Intuitive-Analytical Paradox? How Intuitive And Analytical Decision-Making Drive Paradoxes In Simple And Complex Environments," OSF Preprints evjd6, Center for Open Science.
    9. Lin Hu & Qinghai Chen & Tingting Yang & Chuanjian Yi & Jing Chen, 2024. "Visualization and Analysis of Hotspots and Trends in Seafood Cold Chain Logistics Based on CiteSpace, VOSviewer, and RStudio Bibliometrix," Sustainability, MDPI, vol. 16(15), pages 1-22, July.
    10. Luca Brunelli & Emiliano Borri & Anna Laura Pisello & Andrea Nicolini & Carles Mateu & Luisa F. Cabeza, 2024. "Thermal Energy Storage in Energy Communities: A Perspective Overview through a Bibliometric Analysis," Sustainability, MDPI, vol. 16(14), pages 1-27, July.
    11. Simon Zaby, 2019. "Science Mapping of the Global Knowledge Base on Microfinance: Influential Authors and Documents, 1989–2019," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    12. Paul Donner, 2021. "Validation of the Astro dataset clustering solutions with external data," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(2), pages 1619-1645, February.
    13. Yusuke Toyoda, 2021. "Survey paper: achievements and perspectives of community resilience approaches to societal systems," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 705-756, October.
    14. Ioana Bianca (Câmpean) Pătrînjan, 2022. "Global Evolution of Research on Sustainable Development and Carbon Dioxide Emissions: a Bibliometric Review," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(2), pages 153-161, Decembrie.
    15. Marcos Ferasso & Tatiana Beliaeva & Sascha Kraus & Thomas Clauss & Domingo Ribeiro‐Soriano, 2020. "Circular economy business models: The state of research and avenues ahead," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3006-3024, December.
    16. Gutiérrez-Nieto, Begoña & Serrano-Cinca, Carlos, 2019. "20 years of research in microfinance: An information management approach," International Journal of Information Management, Elsevier, vol. 47(C), pages 183-197.
    17. Atif Maqbool Khan & Artur Wyrwa, 2024. "A Survey of Quantitative Techniques in Electricity Consumption—A Global Perspective," Energies, MDPI, vol. 17(19), pages 1-38, September.
    18. Gourley, Patrick, 2021. "Back to basics: How reading the text and taking notes improves learning," International Review of Economics Education, Elsevier, vol. 37(C).
    19. P. K. Priyan & Wakara Ibrahimu Nyabakora & Geofrey Rwezimula, 2023. "A bibliometric review of the knowledge base on financial inclusion," SN Business & Economics, Springer, vol. 3(2), pages 1-21, February.
    20. Gloria Alexandra Ortiz Rocha & Maria Angelica Pichimata & Edwin Villagran, 2021. "Research on the Microclimate of Protected Agriculture Structures Using Numerical Simulation Tools: A Technical and Bibliometric Analysis as a Contribution to the Sustainability of Under-Cover Cropping," Sustainability, MDPI, vol. 13(18), pages 1-40, 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:gam:jsusta:v:15:y:2023:i:15:p:11886-:d:1208953. 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.