IDEAS home Printed from https://ideas.repec.org/a/rnd/arimbr/v15y2023i3p146-158.html
   My bibliography  Save this article

Factorial Structure and Psychometric Validation of Social Media Intelligence Quotient (SMIQ) Scales among Graduates

Author

Listed:
  • Nadhrathul Ain Ibrahim
  • Rosidah Musa

Abstract

The Social Media Intelligence Quotient (SMIQ)'s underlying factorial structure will be extracted, and validated, and its psychometric properties will be examined in this study. Self-administered questionnaires from the universities that produce the most employable graduates in Malaysia, such as Universiti Malaya, Universiti Kebangsaan Malaysia, and Universiti Teknologi Mara, were utilized by the researcher to gather the data. It involved 352 final-year students from the Faculty of Business Management. To ascertain the factorial structure of the SMIQ, the researcher used the Exploratory Factor Analysis (EFA). Additionally, the confirmatory factorial analysis (CFA) was used to evaluate the psychometric characteristics of each item to confirm and validate it. A structural model was also developed to measure the nomological validity between social media dependency and SMIQ. It revealed that SMIQ is second order with three factorial structure constructs and met the psychometric criteria. Thus, the findings have essential implications for future research directions and the management of social media skills.

Suggested Citation

  • Nadhrathul Ain Ibrahim & Rosidah Musa, 2023. "Factorial Structure and Psychometric Validation of Social Media Intelligence Quotient (SMIQ) Scales among Graduates," Information Management and Business Review, AMH International, vol. 15(3), pages 146-158.
    • Handle: RePEc:rnd:arimbr:v:15:y:2023:i:3:p:146-158
    DOI: 10.22610/imbr.v15i3(I).3525
    as

    Download full text from publisher

    File URL: https://ojs.amhinternational.com/index.php/imbr/article/view/3525/2265
    Download Restriction: no
    File URL: https://ojs.amhinternational.com/index.php/imbr/article/view/3525
    Download Restriction: no
    File URL: https://libkey.io/10.22610/imbr.v15i3(I).3525?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. Joo Y. Park & Chang Soo Sung & Il Im, 2017. "Does Social Media Use Influence Entrepreneurial Opportunity? A Review of its Moderating Role," Sustainability, MDPI, vol. 9(9), pages 1-16, September.
    2. Li, Huanli & Wu, Yun & Cao, Dongmei & Wang, Yichuan, 2021. "Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility," Journal of Business Research, Elsevier, vol. 122(C), pages 700-712.
    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. Qiu Peiyao & Zhang Runze, 2024. "The Impact of Blockchain Technology Applications on Enterprise Innovation in the Digital Economy Era: An Empirical Test Based on a PSM-DID Model," SAGE Open, , vol. 14(3), pages 21582440241, August.
    2. Lin, Yongjia & Lu, Zhenye & Wang, Yizhi, 2023. "The impact of environmental, social, and governance (ESG) practices on investment efficiency in China: Does digital transformation matter?," Research in International Business and Finance, Elsevier, vol. 66(C).
    3. Yanan Liang & Cheng Zhang, 2024. "Digital transformation and total factor productivity of enterprises: evidence from China," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-22, February.
    4. Tao, Zhibin & Chao, Jiaxiao, 2024. "Unlocking new opportunities in the industry 4.0 era, exploring the critical impact of digital technology on sustainable performance and the mediating role of GSCM practices," Innovation and Green Development, Elsevier, vol. 3(3).
    5. Ronald Baganzi & Antonio K. W. Lau, 2017. "Examining Trust and Risk in Mobile Money Acceptance in Uganda," Sustainability, MDPI, vol. 9(12), pages 1-22, December.
    6. Rowan Mulligan & José Ramos & Pilar Martín & Ana Zornoza, 2021. "Inspiriting Innovation: The Effects of Leader-Member Exchange (LMX) on Innovative Behavior as Mediated by Mindfulness and Work Engagement," Sustainability, MDPI, vol. 13(10), pages 1-18, May.
    7. Sanae Hobad & Laila Hobad & Abderrazzak Kabbouri, 2023. "Female entrepreneurship and social media in Morocco [L'entrepreneuriat féminin et les médias sociaux au Maroc]," Post-Print hal-03973512, HAL.
    8. Ana Dias Daniel & Shahzada Adeel & Anabela Botelho, 2021. "Entrepreneurial Alertness Research: Past and Future," SAGE Open, , vol. 11(3), pages 21582440211, September.
    9. Ioniţă Cătălin Gabriel, 2022. "Exploration vs. Exploitation: How Innovation Strategies Impact Firm Performance and Competitive Advantage," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 16(1), pages 31-46, August.
    10. Bui Quang Hung & Tran Anh Hoa & Tu Thanh Hoai & Nguyen Phong Nguyen, 2024. "Resilience and Performance Among Vietnamese Business Organizations in Turbulent Environments: How Do Digitalized Management Accounting Systems and Organizational Mindfulness Matter?," SAGE Open, , vol. 14(3), pages 21582440241, August.
    11. Singh, Shiwangi & Sharma, Meenakshi & Dhir, Sanjay, 2021. "Modeling the effects of digital transformation in Indian manufacturing industry," Technology in Society, Elsevier, vol. 67(C).
    12. Mehdi Tajpour & Elahe Hosseini & Vanessa Ratten & Behrooz Bahman-Zangi & Seydeh Mersedeh Soleymanian, 2023. "The Role of Entrepreneurial Thinking Mediated by Social Media on the Sustainability of Small and Medium-Sized Enterprises in Iran," Sustainability, MDPI, vol. 15(5), pages 1-26, March.
    13. Jichang Zhang & Jing Long & Alexandra Martina Eugenie von Schaewen, 2021. "How Does Digital Transformation Improve Organizational Resilience?—Findings from PLS-SEM and fsQCA," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    14. Carla Riverola & Ozgur Dedehayir & Francesc Miralles, 2022. "A Taxonomy of Social-Network-Utilization Strategies for Emerging High-Technology Firms," Sustainability, MDPI, vol. 14(12), pages 1-14, June.
    15. Jiang, Weijie & Li, Jiaye, 2024. "Digital transformation and its effect on resource allocation efficiency and productivity in Chinese corporations," Technology in Society, Elsevier, vol. 78(C).
    16. Lu, Hui Ting & Li, Xue & Yuen, Kum Fai, 2023. "Digital transformation as an enabler of sustainability innovation and performance – Information processing and innovation ambidexterity perspectives," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    17. Guo, Bin & Zhang, Jiale & Tan, Ziyan, 2024. "Firm digitalization as strategic response: An integrated model based on the awareness-motivation-capability (AMC) framework," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    18. Yang, Hefan & Liu, Xilu & Meng, Yao & Feng, Baoyi & Chen, Zhijun, 2024. "Digital transformation and the allocation of decision-making rights within business groups – Empirical evidence from China," Journal of Business Research, Elsevier, vol. 179(C).
    19. Verma, Pratima & Kumar, Vimal & Yalcin, Haydar & Daim, Tugrul, 2023. "Organizational architecture of strategic entrepreneurial firms for digital transformation: A bibliometric analysis," Technology in Society, Elsevier, vol. 75(C).
    20. Aboobucker Ilmudeen, 2022. "Leveraging IT-enabled dynamic capabilities to shape business process agility and firm innovative capability: moderating role of turbulent environment," Review of Managerial Science, Springer, vol. 16(8), pages 2341-2379, November.

    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:rnd:arimbr:v:15:y:2023:i:3:p:146-158. 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: Muhammad Tayyab (email available below). General contact details of provider: https://ojs.amhinternational.com/index.php/imbr .

    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.