IDEAS home Printed from https://ideas.repec.org/a/ssi/jouesi/v9y2021i2p108-122.html
   My bibliography  Save this article

An empirical investigation of adoption Big Data in higher education sustainability

Author

Listed:
  • Waleed Mugahed Al-Rahmi

    (Universiti Teknologi Malaysia, Malaysia)

  • Salem Alkhalaf

    (Qassim University, Saudi Arabia)

Abstract

The present research aimed at developing a model on measuring education sustainability, incorporating the literature knowledge management sharing (KMS), innovation as well as adoption of big data (BD) within educational environment. This research hypothesizes that knowledge management sharing influences innovation adoption of BD besides sustainability for learning, while innovation influences adoption of BD besides sustainability in education. It is also hypothesized that BD adoption could be positively connected with education sustainability. The current study adopted a quantitative data gathering approach besides analysis approaches by surveying a total of 811 university undergraduates who were selected by stratified random selection. Learners’ feedback was organized along with the four study constructs thus investigated to clarify their education sustainability. Accordingly, the data was analyzed quantitatively by means of Structure Equation Modelling (SEM). Findings demonstrated that knowledge management sharing positively influenced innovation, adoption of big data as sustainability for education. Results also indicate that innovation were negatively significant determinants of adoption of BD but was positively related to sustainability for education. Last, adoption of BD was positively associated to education sustainability. The BD adoption, innovation and knowledge management sharing successfully explained 79.2 % of education sustainability. Implications along with findings of this research were then provided.

Suggested Citation

  • Waleed Mugahed Al-Rahmi & Salem Alkhalaf, 2021. "An empirical investigation of adoption Big Data in higher education sustainability," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 9(2), pages 108-122, December.
    • Handle: RePEc:ssi:jouesi:v:9:y:2021:i:2:p:108-122
    DOI: 10.9770/jesi.2021.9.2(7)
    as

    Download full text from publisher

    File URL: https://jssidoi.org/jesi/uploads/articles/34/Al-Rahmi_An_empirical_investigation_of_adoption_Big_Data_in_higher_education_sustainability.pdf
    Download Restriction: no
    File URL: https://jssidoi.org/jesi/article/903
    Download Restriction: no
    File URL: https://libkey.io/10.9770/jesi.2021.9.2(7)?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
    ---><---

    References listed on IDEAS

    as
    1. Necmi K. Avkiran & Christian M. Ringle (ed.), 2018. "Partial Least Squares Structural Equation Modeling," International Series in Operations Research and Management Science, Springer, number 978-3-319-71691-6, March.
    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. Nisar Ahmed Dahri & Waleed Mugahed Al-Rahmi & Abeer S. Almogren & Noraffandy Yahaya & Muhammad Saleem Vighio & Qusay Al-Maatuok, 2023. "Mobile-Based Training and Certification Framework for Teachers’ Professional Development," Sustainability, MDPI, vol. 15(7), pages 1-22, March.
    2. Mohammed Abdullatif Almulla, 2022. "Using Digital Technologies for Testing Online Teaching Skills and Competencies during the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(9), pages 1-18, May.
    3. Philip Hallinger & Sujitra Jayaseelan & Mark W. Speece, 2024. "The Evolution of Educating for Sustainable Development in East Asia: A Bibliometric Review, 1991–2023," Sustainability, MDPI, vol. 16(20), pages 1-23, October.

    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. Danilo Soares‐Silva & Gustavo Hermínio Salati Marcondes de Moraes & Alexandre Cappellozza & Cristiano Morini, 2020. "Explaining library user loyalty through perceived service quality: What is wrong?," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(8), pages 954-967, August.
    2. Al-Baraa Abdulrahman Al-Mekhlafi & Ahmad Shahrul Nizam Isha & Nicholas Chileshe & Mohammed Abdulrab & Anwar Ameen Hezam Saeed & Ahmed Farouk Kineber, 2021. "Modelling the Relationship between the Nature of Work Factors and Driving Performance Mediating by Role of Fatigue," IJERPH, MDPI, vol. 18(13), pages 1-17, June.
    3. Nketiah, Emmanuel & Song, Huaming & Cai, Xiang & Adjei, Mavis & Adu-Gyamfi, Gibbson & Obuobi, Bright, 2022. "Citizens’ intention to invest in municipal solid waste to energy projects in Ghana: The impact of direct and indirect effects," Energy, Elsevier, vol. 254(PC).
    4. Yi Mei & Xiaoyan Xu & Xiaodong Li, 2020. "Encouraging Patient Engagement Behaviors from the Perspective of Functional Quality," IJERPH, MDPI, vol. 17(22), pages 1-15, November.
    5. Adilson Carlos Yoshikuni & José Eduardo Ricciardi Favaretto & Alberto Luiz Albertin & Fernando de Souza Meirelles, 2022. "How can Strategy-as-Practice Enable Innovation under the Influence of Environmental Dynamism?," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 26(1), pages 200131-2001.
    6. Younès El Manzani & Mohamed Larbi Sidmou & Jean-Jack Cegarra, 2018. "Does IS0 9001 quality management system support product innovation? An analysis from the sociotechnical systems theory," Post-Print hal-03080217, HAL.
    7. Luger, Michaela & Hofer, Katharina Maria & Floh, Arne, 2022. "Support for corporate social responsibility among generation Y consumers in advanced versus emerging markets," International Business Review, Elsevier, vol. 31(2).
    8. Juan E. Núñez-Ríos & Jacqueline Y. Sánchez-García & Omar G. Rojas & Elias Olivares-Benitez, 2020. "Factors to Foster Organizational Sustainability in Tourism SMEs," Sustainability, MDPI, vol. 12(20), pages 1-21, October.
    9. Alessia Acampora & Michele Preziosi & Maria Claudia Lucchetti & Roberto Merli, 2022. "The Role of Hotel Environmental Communication and Guests’ Environmental Concern in Determining Guests’ Behavioral Intentions," Sustainability, MDPI, vol. 14(18), pages 1-23, September.
    10. Stephan Gerschewski & Yong Kyu Lew & Zaheer Khan & Byung Il Park, 2018. "Post-Entry Performance of International New Ventures: The Mediating Role of Learning Orientation," John H Dunning Centre for International Business Discussion Papers jhd-dp2018-06, Henley Business School, University of Reading.
    11. Sami S. Binyamin & Md. Rakibul Hoque, 2020. "Understanding the Drivers of Wearable Health Monitoring Technology: An Extension of the Unified Theory of Acceptance and Use of Technology," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
    12. Ahrholdt, Dennis C. & Gudergan, Siegfried P. & Ringle, Christian M., 2019. "Enhancing loyalty: When improving consumer satisfaction and delight matters," Journal of Business Research, Elsevier, vol. 94(C), pages 18-27.
    13. Shami, Mohammad Reza & Rad, Vahid Bigdeli & Moinifar, Maryam, 2022. "The structural model of indicators for evaluating the quality of urban smart living," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    14. Seiler, Volker & Fanenbruck, Katharina Maria, 2021. "Acceptance of digital investment solutions: The case of robo advisory in Germany," Research in International Business and Finance, Elsevier, vol. 58(C).
    15. Pan Gong & Ningshuang Zeng & Kunhui Ye & Markus König, 2019. "An Empirical Study on the Acceptance of 4D BIM in EPC Projects in China," Sustainability, MDPI, vol. 11(5), pages 1-19, March.
    16. Achmed Bramantya & Muafi Muafi, 2022. "The effect of perceived organizational support and psychological capital on work performance mediated by organizational citizenship behavior," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 11(6), pages 229-240, September.
    17. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris, 2022. "Managing knowledge in Indian Organizations: An empirical investigation to examine the moderating role of jugaad," Journal of Business Research, Elsevier, vol. 141(C), pages 26-39.
    18. Minerva Martínez Avila & Juan José García-Machado & Eréndira Fierro Moreno, 2021. "A Multiple Full Mediating Effect in a PLS Hierarchical Component Model: Application to the Collaborative Public Management," Mathematics, MDPI, vol. 9(16), pages 1-19, August.
    19. Hsu, Sheila Hsuan-Yu & Tsou, Hung-Tai & Chen, Ja-Shen, 2021. "“Yes, we do. Why not use augmented reality?†customer responses to experiential presentations of AR-based applications," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    20. Abdullah J. Sultan, 2022. "Aligning employees’ work engagement and behavioral performance with internal branding: the missing link of employees’ perceived brand authenticity," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 27(1), pages 52-64, March.

    More about this item

    Keywords

    adoption of big data; knowledge management sharing; sustainability for education; Structure Equation Modelling (SEM);
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:ssi:jouesi:v:9:y:2021:i:2:p:108-122. 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: Manuela Tvaronaviciene (email available below). General contact details of provider: .

    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.