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Technological or social? Influencing factors and mechanisms of the psychological digital divide in rural Chinese elderly

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  • Wang, Weihua
  • Zhang, Yuting
  • Zhao, Junjie

Abstract

The psychological digital divide (PDD) significantly impacts participation and may hinder the development of smart rural communities. This study aimed to address the issue by conducting a questionnaire survey of 394 elderly individuals from rural China, revealing the essential characteristics and core mechanisms of PDD based on the relative deprivation theory (RDT). The study also focused on a moderation test of cognitive age to validate its critical role in the formation of PDD among rural elderly individuals. The final results confirmed the stability of the PDD induction model and highlighted that the information systems (IS) continuance intention of the elderly can be affected by both technological and social environments, through relative digital deprivation. Specifically, social exclusion and technology anxiety were identified as key drivers of PDD, with technology anxiety having a stronger impact. Furthermore, the cognitive age of elderly individuals intensifies the negative influence of relative digital deprivation on IS continuance intention, while also strengthening the relationship between social exclusion and relative digital deprivation. These findings not only shed light on the nature of PDD but also provide a theoretical framework for understanding the transition from social to digital exclusion.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:teinso:v:74:y:2023:i:c:s0160791x23001124
    DOI: 10.1016/j.techsoc.2023.102307
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    1. Ruopu Li & Kang Chen & Di Wu, 2020. "Challenges and Opportunities for Coping with the Smart Divide in Rural America," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 110(2), pages 559-570, March.
    2. Lijun Wan & Siqi Jiang & Shi Yin, 2022. "Research on the Influencing Factors of Sustainable Development of Smart Community," Mathematical Problems in Engineering, Hindawi, vol. 2022, pages 1-12, August.
    3. Ayu Washizu & Satoshi Nakano & Hideo Ishii & Yasuhiro Hayashi, 2019. "Willingness to Pay for Home Energy Management Systems: A Survey in New York and Tokyo," Sustainability, MDPI, vol. 11(17), pages 1-20, September.
    4. Lytras, Miltiadis D. & Visvizi, Anna & Chopdar, Prasanta Kr & Sarirete, Akila & Alhalabi, Wadee, 2021. "Information Management in Smart Cities: Turning end users’ views into multi-item scale development, validation, and policy-making recommendations," International Journal of Information Management, Elsevier, vol. 56(C).
    5. Jun He & Leshui He & Wen Zhou & Xuanhua Nie & Ming He, 2020. "Discrimination and Social Exclusion in the Outbreak of COVID-19," IJERPH, MDPI, vol. 17(8), pages 1-4, April.
    6. Weihua Wang & Saebum Kim, 2019. "Lady first? The gender difference in the influence of service quality on online consumer behavior," Nankai Business Review International, Emerald Group Publishing Limited, vol. 10(3), pages 408-428, January.
    7. Veronika Zavratnik & Dan Podjed & Jure Trilar & Nina Hlebec & Andrej Kos & Emilija Stojmenova Duh, 2020. "Sustainable and Community-Centred Development of Smart Cities and Villages," Sustainability, MDPI, vol. 12(10), pages 1-17, May.
    8. Maggie Walter, 2016. "Social Exclusion/Inclusion for Urban Aboriginal and Torres Strait Islander People," Social Inclusion, Cogitatio Press, vol. 4(1), pages 68-76.
    9. Alexander Seifert & Shelia R Cotten & Bo Xie & Deborah Carr, 2021. "A Double Burden of Exclusion? Digital and Social Exclusion of Older Adults in Times of COVID-19 [Attitudes towards and limitations to ICT use in assisted and independent living communities: Finding," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 76(3), pages 99-103.
    10. Björn Niehaves & Ralf Plattfaut, 2014. "Internet adoption by the elderly: employing IS technology acceptance theories for understanding the age-related digital divide," European Journal of Information Systems, Taylor & Francis Journals, vol. 23(6), pages 708-726, November.
    11. Meuter, Matthew L. & Ostrom, Amy L. & Bitner, Mary Jo & Roundtree, Robert, 2003. "The influence of technology anxiety on consumer use and experiences with self-service technologies," Journal of Business Research, Elsevier, vol. 56(11), pages 899-906, November.
    12. Lisha Ye & Huiqin Yang, 2020. "From Digital Divide to Social Inclusion: A Tale of Mobile Platform Empowerment in Rural Areas," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
    13. Soojung Kim & Yahua Bi & Insin Kim, 2021. "Travel Website Atmospheres Inducing Older Travelers’ Familiarity: The Moderating Role of Cognitive Age," IJERPH, MDPI, vol. 18(9), pages 1-17, April.
    14. Guo, Congbin & Wan, Boshen, 2022. "The digital divide in online learning in China during the COVID-19 pandemic," Technology in Society, Elsevier, vol. 71(C).
    15. Chaouali, Walid & Souiden, Nizar, 2019. "The role of cognitive age in explaining mobile banking resistance among elderly people," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 342-350.
    16. Li-Chun Hsu & Kai-Yu Wang & Wen-Hai Chih & Wei-Ching Lin, 2021. "Modeling revenge and avoidance in the mobile service industry: moderation role of technology anxiety," The Service Industries Journal, Taylor & Francis Journals, vol. 41(15-16), pages 1029-1052, December.
    17. Wang, Di & Zhou, Tao & Wang, Mengmeng, 2021. "Information and communication technology (ICT), digital divide and urbanization: Evidence from Chinese cities," Technology in Society, Elsevier, vol. 64(C).
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    1. 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.

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