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Seniors’ Knowledge-Based Digital Marginalization in the Era of Information Technology Advancements

Author

Listed:
  • Yanglin Li

    (Qingdao Film Academy
    City University of Macau)

  • Yuezheng Yang

    (Beijing Normal University - Hong Kong Baptist University United International College)

  • Shuyao Shi

    (Beijing Normal University - Hong Kong Baptist University United International College)

  • Bin Wang

    (Beijing Normal University - Hong Kong Baptist University United International College)

  • Guangquan Chen

    (Hong Kong Baptist University)

Abstract

In an era marked by rapid digitalization and the ubiquity of information technology, society is witnessing a transformative shift toward more sophisticated and intelligent living and working environments. While this technological wave is readily embraced by the younger generation, who find convenience and utility in its offerings, a pressing global concern looms large—the ever-escalating challenge of population aging, which has reached unprecedented levels. The elderly, though esteemed, often find themselves grappling with the intricacies of adapting to an array of digital products and services, resulting in a stark consequence: digital exclusion and division, effectively sidelining China’s elderly citizens in an increasingly digitized and intelligent society. Against this backdrop, the harsh spotlight cast by the COVID-19 pandemic on the elderly, seemingly relegated to the margins of society, underscores the glaring dearth of research dedicated to probing the nuances of digital exclusion among China’s older adults. This study takes up the crucial mission of dissecting the multifaceted factors contributing to digital exclusion and unraveling the intricate dilemmas surrounding digital inclusion for the elderly. Employing a multifaceted research approach, including offline questionnaires and online data collection, the study harnesses statistical analysis methods to uncover the underpinnings of digital rejection among China’s elderly. This analytical journey yields a treasure trove of influential factors, culminating in the creation of a comprehensive evaluation system. The study assigns appropriate weights to these influential factors and employs a random forest model to forecast the extent of digital exclusion among the elderly residing in diverse regions of Tianjin. As a culmination of this extensive investigative endeavor, the study offers a collection of recommendations and strategies aimed at alleviating the predicament of digital exclusion encountered by China’s elderly population in the contemporary internet age.

Suggested Citation

  • Yanglin Li & Yuezheng Yang & Shuyao Shi & Bin Wang & Guangquan Chen, 2024. "Seniors’ Knowledge-Based Digital Marginalization in the Era of Information Technology Advancements," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 12622-12650, September.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:3:d:10.1007_s13132-023-01600-6
    DOI: 10.1007/s13132-023-01600-6
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    1. Babu George & Ontario Wooden, 2023. "Managing the Strategic Transformation of Higher Education through Artificial Intelligence," Administrative Sciences, MDPI, vol. 13(9), pages 1-20, August.
    2. Lingchen Liu & Fan Wu & Huiying Tong & Cuihong Hao & Tingting Xie, 2021. "The Digital Divide and Active Aging in China," IJERPH, MDPI, vol. 18(23), pages 1-14, December.
    3. Seung-Yoon Shin & Dongwook Kim & Soon Ae Chun, 2021. "Digital Divide in Advanced Smart City Innovations," Sustainability, MDPI, vol. 13(7), pages 1-22, April.
    4. Jeffin Thomas Mammen & M Rugmini Devi & R Girish Kumar, 2023. "North–South digital divide: A comparative study of personal and positional inequalities in USA and India," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 15(4), pages 482-495, June.
    5. Wang, Weihua & Zhang, Yuting & Zhao, Junjie, 2023. "Technological or social? Influencing factors and mechanisms of the psychological digital divide in rural Chinese elderly," Technology in Society, Elsevier, vol. 74(C).
    6. Polyxeni Vassilakopoulou & Eli Hustad, 2023. "Bridging Digital Divides: a Literature Review and Research Agenda for Information Systems Research," Information Systems Frontiers, Springer, vol. 25(3), pages 955-969, June.
    7. Longjunjiang Huang & Xian Liang & Lishan Li & Hui Xiao & Fangting Xie, 2023. "The Impact of Internet Use on the Well-Being of Rural Residents," Agriculture, MDPI, vol. 13(7), pages 1-18, July.
    8. Anrijs, Sarah & Mariën, Ilse & De Marez, Lieven & Ponnet, Koen, 2023. "Excluded from essential internet services: Examining associations between digital exclusion, socio-economic resources and internet resources," Technology in Society, Elsevier, vol. 73(C).
    9. Olga Kolotouchkina & Monica Viñarás-Abad & Luis Mañas-Viniegra, 2023. "Digital Ageism: Emerging Challenges and Best Practices of Age-Friendly Digital Urban Governance," Media and Communication, Cogitatio Press, vol. 11(3), pages 6-17.
    10. Vera Gallistl & Rebekka Rohner & Alexander Seifert & Anna Wanka, 2020. "Configuring the Older Non-User: Between Research, Policy and Practice of Digital Exclusion," Social Inclusion, Cogitatio Press, vol. 8(2), pages 233-243.
    11. Wang, Shangrui & Cao, Anran & Wang, Guohua & Xiao, Yiming, 2022. "The Impact of energy poverty on the digital divide: The mediating effect of depression and Internet perception," Technology in Society, Elsevier, vol. 68(C).
    12. Samuel T. Faloye & Nurudeen Ajayi, 2022. "Understanding the impact of the digital divide on South African students in higher educational institutions," African Journal of Science, Technology, Innovation and Development, Taylor & Francis Journals, vol. 14(7), pages 1734-1744, November.
    13. Yu Song & Chenfei Qian & Susan Pickard, 2021. "Age-Related Digital Divide during the COVID-19 Pandemic in China," IJERPH, MDPI, vol. 18(21), pages 1-13, October.
    14. Emem O. Anwana & Oluwatobi Mary Owojori, 2023. "Analysis of Flooding Vulnerability in Informal Settlements Literature: Mapping and Research Agenda," Social Sciences, MDPI, vol. 12(1), pages 1-21, January.
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