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Exploring the Impact of Female Student’s Digital Intelligence on Sustainable Learning and Digital Mental Well-Being: A Case Study of Saudi Arabia

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  • Norah Muflih Alruwaili

    (Department of Social Work, College of Humanities and Social Sciences, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia)

  • Zaiba Ali

    (Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia)

  • Mohd Shuaib Siddiqui

    (Department of Management, Faculty of Business Administration, University of Tabuk, Tabuk 71491, Saudi Arabia)

  • Asad Hassan Butt

    (Department of Marketing, Faculty of Business Administration, University of Tabuk, Tabuk 71491, Saudi Arabia)

  • Hassan Ahmad

    (Business School, Liaoning University, Shenyang 110036, China)

  • Rahila Ali

    (Faculty of Management, Jagran Lakecity University, Bhopal 462044, MP, India)

  • Shaden Hamad Alsalem

    (Department of Social Work, College of Humanities and Social Sciences, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia)

Abstract

This study investigates the interplay between adaptive online learning, students’ digital intelligence, sustainable learning, and digital mental well-being among female university students in Saudi Arabia. In response to the growing reliance on digital platforms in higher education, a structured questionnaire was distributed via social media to capture student perceptions of their online learning experiences. Using Partial Least Squares Structural Equation Modelling (PLS-SEM), the analysis revealed that while adaptive online learning is a critical enabler, its influence is most effective when mediated by students’ digital intelligence. The findings highlighted that students with higher digital intelligence are more likely to engage in sustainable learning practices and maintain better mental well-being in digital environments. Furthermore, innovative teaching practices were shown to strengthen these relationships, underscoring the importance of interactive and adaptive pedagogies. This research contributes to the growing discourse on digital education by emphasizing the importance of indirect pathways and learner-centred dynamics in shaping positive educational and psychological outcomes. This study offers practical and theoretical implications for educators, institutions, and policymakers aiming to create inclusive, resilient, and psychologically supportive digital learning environments. Future research is encouraged to examine these relationships across different cultural and institutional contexts and explore the longitudinal impacts of digital learning strategies.

Suggested Citation

  • Norah Muflih Alruwaili & Zaiba Ali & Mohd Shuaib Siddiqui & Asad Hassan Butt & Hassan Ahmad & Rahila Ali & Shaden Hamad Alsalem, 2025. "Exploring the Impact of Female Student’s Digital Intelligence on Sustainable Learning and Digital Mental Well-Being: A Case Study of Saudi Arabia," Sustainability, MDPI, vol. 17(14), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6632-:d:1705981
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    References listed on IDEAS

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    1. Adar Ben-Eliyahu, 2021. "Sustainable Learning in Education," Sustainability, MDPI, vol. 13(8), pages 1-10, April.
    2. Maryam Aldossari & Thomas Calvard, 2022. "The Politics and Ethics of Resistance, Feminism and Gender Equality in Saudi Arabian Organizations," Journal of Business Ethics, Springer, vol. 181(4), pages 873-890, December.
    3. Kurt Haim & Wolfgang Aschauer, 2024. "Innovative FOCUS: A Program to Foster Creativity and Innovation in the Context of Education for Sustainability," Sustainability, MDPI, vol. 16(6), pages 1-18, March.
    4. Amr Abdullatif Yassin & Norizan Abdul Razak & Yousef A. M. Qasem & Murad Abdu Saeed Mohammed, 2020. "Intercultural Learning Challenges Affecting International Students’ Sustainable Learning in Malaysian Higher Education Institutions," Sustainability, MDPI, vol. 12(18), pages 1-19, September.
    5. Mohammed Abdullatif Almulla & Waleed Mugahed Al-Rahmi, 2023. "Integrated Social Cognitive Theory with Learning Input Factors: The Effects of Problem-Solving Skills and Critical Thinking Skills on Learning Performance Sustainability," Sustainability, MDPI, vol. 15(5), pages 1-26, February.
    6. Anjeela Jokhan & Aneesh A. Chand & Vineet Singh & Kabir A. Mamun, 2022. "Increased Digital Resource Consumption in Higher Educational Institutions and the Artificial Intelligence Role in Informing Decisions Related to Student Performance," Sustainability, MDPI, vol. 14(4), pages 1-17, February.
    7. José-María Fernández-Batanero & Pedro Román-Graván & Miguel-María Reyes-Rebollo & Marta Montenegro-Rueda, 2021. "Impact of Educational Technology on Teacher Stress and Anxiety: A Literature Review," IJERPH, MDPI, vol. 18(2), pages 1-13, January.
    8. Sungjin Park & Sangkyun Kim, 2022. "Identifying World Types to Deliver Gameful Experiences for Sustainable Learning in the Metaverse," Sustainability, MDPI, vol. 14(3), pages 1-14, January.
    9. Nayef Shaie Alotaibi, 2022. "The Significance of Digital Learning for Sustainable Development in the Post-COVID19 World in Saudi Arabia’s Higher Education Institutions," Sustainability, MDPI, vol. 14(23), pages 1-15, December.
    10. Maria José Sousa & Ana Lúcia Marôco & Sónia P. Gonçalves & Andreia de Bem Machado, 2022. "Digital Learning Is an Educational Format towards Sustainable Education," Sustainability, MDPI, vol. 14(3), pages 1-16, January.
    11. Daniel H. Chang & Michael Pin-Chuan Lin & Shiva Hajian & Quincy Q. Wang, 2023. "Educational Design Principles of Using AI Chatbot That Supports Self-Regulated Learning in Education: Goal Setting, Feedback, and Personalization," Sustainability, MDPI, vol. 15(17), pages 1-15, August.
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