IDEAS home Printed from https://ideas.repec.org/a/bcp/journl/v9y2025i3sp2771-2783.html
   My bibliography  Save this article

Unpacking Student Confidence and Performance in Higher Education: A Bibliometric Review of Self-Efficacy and Academic Achievement

Author

Listed:
  • Liyana Ab Rahman

    (Faculty of Accountancy, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35400, Tapah Road, Perak, Malaysia)

  • Mohd Taufik Bin Mohd Suffian

    (Faculty of Accountancy, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35400, Tapah Road, Perak, Malaysia)

  • Masetah Ahmad Tarmizi

    (Faculty of Accountancy, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35400, Tapah Road, Perak, Malaysia)

  • Siti Marlia Shamsudin

    (Faculty of Accountancy, Universiti Teknologi MARA, Perak Branch, Tapah Campus, 35400, Tapah Road, Perak, Malaysia)

  • Yuni Nustini

    (Department of Accounting, Faculty of Economics and Business, Universitas Islam Indonesia, Indonesia)

Abstract

Self-efficacy plays a critical role in shaping student learning experiences and academic outcomes in higher education. Despite the increasing amount of literature on the topic, comprehensive bibliometric analyses in this area remain scarce. In this regard, the present research has addressed this gap by reviewing 480 publications downloaded from Scopus. It examines trends in publication activity, leading institutions and countries, highly cited works, and frequently used author keywords. The VOS viewer software was utilized to facilitate the data analysis and visualization. Research findings indicated a notable rise in publications between 2016 and 2021, followed by a period of stagnation in 2022 and 2023 and a subsequent decline in 2024. Results showed that most publications were in English and predominantly in article format. The study identified Universidad de Granada as the most active institution, with the United States emerging as the leading country in this field. By mapping citation patterns and institutional collaborations, this study contributes to a deeper understanding of how self-efficacy research supports student learning and success in higher education.

Suggested Citation

  • Liyana Ab Rahman & Mohd Taufik Bin Mohd Suffian & Masetah Ahmad Tarmizi & Siti Marlia Shamsudin & Yuni Nustini, 2025. "Unpacking Student Confidence and Performance in Higher Education: A Bibliometric Review of Self-Efficacy and Academic Achievement," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(3s), pages 2771-2783, April.
    • Handle: RePEc:bcp:journl:v:9:y:2025:i:3s:p:2771-2783
    as

    Download full text from publisher

    File URL: https://www.rsisinternational.org/journals/ijriss/Digital-Library/volume-9-issue-3s/2771-2783.pdf
    Download Restriction: no
    File URL: https://rsisinternational.org/journals/ijriss/articles/unpacking-student-confidence-and-performance-in-higher-education-a-bibliometric-review-of-self-efficacy-and-academic-achievement/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    2. Chioma Okoro & Oluwatobi Mary Owojori & Nnedinma Umeokafor, 2022. "The Developmental Trajectory of a Decade of Research on Mental Health and Well-Being amongst Graduate Students: A Bibliometric Analysis," IJERPH, MDPI, vol. 19(9), pages 1-20, April.
    3. Mukherjee, Debmalya & Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2022. "Guidelines for advancing theory and practice through bibliometric research," Journal of Business Research, Elsevier, vol. 148(C), pages 101-115.
    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. Francisco Díez-Martín & Giorgia Miotto & Cristina Del-Castillo-Feito, 2024. "The intellectual structure of gender equality research in the business economics literature," Review of Managerial Science, Springer, vol. 18(6), pages 1649-1680, June.
    2. Nobanee, Haitham & Ellili, Nejla Ould Daoud, 2023. "What do we know about meme stocks? A bibliometric and systematic review, current streams, developments, and directions for future research," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 589-602.
    3. Sa Nguyen Tran & Dao Thi Thieu Ha, 2025. "Green banking disclosure: A bibliometric analysis," HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE - ECONOMICS AND BUSINESS ADMINISTRATION, HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE, HO CHI MINH CITY OPEN UNIVERSITY, vol. 15(1), pages 20-37.
    4. David Moroz, 2024. "What does terroir mean? A science mapping of a multidimensional concept," Journal of Agricultural Economics, Wiley Blackwell, vol. 75(3), pages 889-913, September.
    5. Mariani, Marcello M. & Hashemi, Novin & Wirtz, Jochen, 2023. "Artificial intelligence empowered conversational agents: A systematic literature review and research agenda," Journal of Business Research, Elsevier, vol. 161(C).
    6. Weaich, Malcolm, 2024. "Exploring the Transdisciplinary Nexus of Young People's Future Livelihoods and Relational Well-Being: A Bibliometric Approach," SocArXiv fhng9_v1, Center for Open Science.
    7. Umashankar Samal, 2025. "Evolution of machine learning and deep learning in intelligent manufacturing: a bibliometric study," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 16(9), pages 3134-3150, September.
    8. Sánchez-Pérez, Manuel & Marín-Carrillo, María Belén & Segovia-López, Cristina & Terán-Yépez, Eduardo, 2025. "Bibliometric articles in business and management: Factors affecting production and scholarly impact," Journal of Business Research, Elsevier, vol. 186(C).
    9. Rakesh Gupta & Reema Khurana & Anu Prashaant, 2024. "Open banking on the horizon: a scientometric analysis and research agenda," Electronic Commerce Research, Springer, vol. 24(1), pages 577-604, March.
    10. Carmen Elena Stoenoiu & Lorentz Jäntschi, 2024. "Sustainable Development of the Economy—A Case Study of the Impacts of the Size of Enterprises and Factors Affecting Performance," Sustainability, MDPI, vol. 16(13), pages 1-38, June.
    11. Irma Baneviciene & Maike Andresen & Vilmante Kumpikaite-Valiuniene, 2024. "Assessing the status quo of international employees’ adjustment research, 1990–2022: a review and future research agenda," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
    12. Sharma, Wamika & Lim, Weng Marc & Kumar, Satish & Verma, Aastha & Kumra, Rajeev, 2024. "Game on! A state-of-the-art overview of doing business with gamification," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    13. Atul Rawat & Shivam Joshi & Sushil Kumar Rai, 2024. "Evaluating the issue of sustainable tourism with a system dynamic approach: evidence from Uttarakhand, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(10), pages 1-28, October.
    14. Peng He & Tong-Yuan Wang & Qi Shang & Jun Zhang & Henry Xu, 2024. "Knowledge mapping of e-commerce supply chain management: a bibliometric analysis," Electronic Commerce Research, Springer, vol. 24(3), pages 1889-1925, September.
    15. Muhammad Khalid Shahid & Aye Aye Khin & Lim Chee Seong & Muhammad Shahbaz & Fiaz Ahmad, 2024. "Mapping the Relationship of Research and Development Expenditures and Economic Growth through Bibliometric Analysis: A Theoretical Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17529-17555, December.
    16. Nejla Ould Daoud Ellili, 2024. "Financial inclusion and sustainable development: A review and research agenda," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(4), pages 1345-1364, December.
    17. Pinho, Celso R.A. & Pinho, Maria Luiza C.A. & Deligonul, Seyda Z. & Tamer Cavusgil, S., 2022. "The agility construct in the literature: Conceptualization and bibliometric assessment," Journal of Business Research, Elsevier, vol. 153(C), pages 517-532.
    18. Pereira, Vijay & Nair, Asha KS. & Bhattacharyya, Som Sekhar, 2025. "Exploring and investigating the complementarity and multidimensionality of innovation for sustainability research: Past present and future," Technovation, Elsevier, vol. 139(C).
    19. Sascha Kraus & Ricarda B. Bouncken & Alba Yela Aránega, 2024. "The burgeoning role of literature review articles in management research: an introduction and outlook," Review of Managerial Science, Springer, vol. 18(2), pages 299-314, February.
    20. Mukherjee, Debmalya & Kumar, Satish & Pandey, Nitesh & Lahiri, Somnath, 2023. "Is offshoring dead? A multidisciplinary review and future directions," Journal of International Management, Elsevier, vol. 29(3).

    More about this item

    Statistics

    Access and download statistics

    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:bcp:journl:v:9:y:2025:i:3s:p:2771-2783. 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: Dr. Pawan Verma (email available below). General contact details of provider: https://rsisinternational.org/journals/ijriss/ .

    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.