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Bridging the digital divide: development and validation of a digital literacy scale for older adults in China

Author

Listed:
  • Liqin Yu

    (Hubei University of Technology)

  • Fei Wu

    (Hubei University of Technology)

  • Harrison Hao Yang

    (State University of New York at Oswego)

Abstract

Digital literacy is crucial not only for expanding economic opportunities but also for enhancing the quality of life, as it enables individuals to effectively access and use valuable information. However, there is a notable lack of validated tools specifically designed to assess the digital literacy of older adults. This study aimed to fill this gap by developing and validating a measurement tool to evaluate digital literacy levels among older adults in China. Through a rigorous methodological approach, including exploratory factor analysis and internal consistency assessment, the study confirmed the scale’s validity and reliability. The four-factor model identified includes basic technology literacy, communication literacy, problem-solving literacy, and security literacy, comprising 19 items in total. The scale demonstrated strong reliability (Cronbach’s α = 0.93) and validity, effectively capturing the multidimensional aspects of digital literacy pertinent to the older population. The scale offers a culturally tailored, validated instrument that not only enhances understanding of digital literacy among older adults but also supports government efforts to design effective educational interventions and policies to improve digital inclusion for this demographic.

Suggested Citation

  • Liqin Yu & Fei Wu & Harrison Hao Yang, 2025. "Bridging the digital divide: development and validation of a digital literacy scale for older adults in China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05977-4
    DOI: 10.1057/s41599-025-05977-4
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    References listed on IDEAS

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    1. Ittay Mannheim & Ella Schwartz & Wanyu Xi & Sandra C. Buttigieg & Mary McDonnell-Naughton & Eveline J. M. Wouters & Yvonne van Zaalen, 2019. "Inclusion of Older Adults in the Research and Design of Digital Technology," IJERPH, MDPI, vol. 16(19), pages 1-17, October.
    2. Anca Elena-Bucea & Frederico Cruz-Jesus & Tiago Oliveira & Pedro Simões Coelho, 2021. "Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union," Information Systems Frontiers, Springer, vol. 23(4), pages 1007-1021, August.
    3. Mareike Bünning & Anna Schlomann & Nicole Memmer & Clemens Tesch-Römer & Hans-Werner Wahl, 2023. "Digital Gender Gap in the Second Half of Life Is Declining: Changes in Gendered Internet Use Between 2014 and 2021 in Germany," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 78(8), pages 1386-1395.
    4. Chetty, Krish & Qigui, Liu & Gcora, Nozibele & Josie, Jaya & Wenwei, Li & Fang, Chen, 2018. "Bridging the digital divide: Measuring digital literacy," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy, vol. 12, pages 1-20.
    5. Shao-Jie Li & Yong-Tian Yin & Guang-Hui Cui & Hui-Lan Xu, 2020. "The Associations Among Health-Promoting Lifestyle, eHealth Literacy, and Cognitive Health in Older Chinese Adults: A Cross-Sectional Study," IJERPH, MDPI, vol. 17(7), pages 1-10, March.
    6. Segars, A. H., 1997. "Assessing the unidimensionality of measurement: a paradigm and illustration within the context of information systems research," Omega, Elsevier, vol. 25(1), pages 107-121, February.
    7. Matthew D Grilli & Katelyn S McVeigh & Ziad M Hakim & Aubrey A Wank & Sarah J Getz & Bonnie E Levin & Natalie C Ebner & Robert C Wilson & Derek Isaacowitz, 2021. "Is This Phishing? Older Age Is Associated With Greater Difficulty Discriminating Between Safe and Malicious Emails [A systematic review and meta-analysis of age-related differences in trust]," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(9), pages 1711-1715.
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