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Sustainability in a Digitized Era Analyzing the Moderation Effect of Social Strata and Digital Capital Dependence on Digital Divide

Author

Listed:
  • Swapnil Singh

    (Department of Sociology, Banaras Hindu University, Varanasi 22-1005, India)

  • Uma Shankar Singh

    (Institute of Management, University of Szczecin, 71-004 Szczecin, Poland)

  • Malgorzata Nermend

    (Institute of Pedagogy, University of Szczecin, 71-415 Szczecin, Poland)

Abstract

Although we have evolved digitally and technologically in the 21st century, disparities still exist in society. The research problem cited for the study is the need to assess the impact of the digital divide in the formation of digital capital, where the already stratified society based on variables such as age, gender, education, and region (rural–urban) will act as moderators to mitigate the digital inequalities for a sustainable world. The research objectives are to explore the underpinning reasons for the digital divide in reinforcing social inequalities, quantify the impact of the digital divide on digital capital statistically, and to evaluate the moderating effect of social strata variables comparatively. The idea of digital capital culminates into five hypotheses for this study as the digital divide impacts digital capital, as well as the assessment of moderating effects of age, education, and region. Statistical tools, specifically frequency, percentage, reliability, ANOVA, correlation, and regression, have been used to test the hypothesis and proposed conceptual model. The social strata dimension in the study revealed a higher variance of opinion. Digital capital is taken as the dependent variable and the digital divide is the independent variable, which shows Beta as 0.591 and B as 0.585, indicating a good relationship of 59.1% and an effect of 58.5%. Finally, the research reveals that there exists a digital divide and, hence, digital inequalities in India need to be addressed for attaining various Sustainable Development Goals. The study has significant implications for the leaders and policymakers to work towards inclusivity by bridging the digital divide and eliminating digital inequalities in India.

Suggested Citation

  • Swapnil Singh & Uma Shankar Singh & Malgorzata Nermend, 2022. "Sustainability in a Digitized Era Analyzing the Moderation Effect of Social Strata and Digital Capital Dependence on Digital Divide," Sustainability, MDPI, vol. 14(21), pages 1-22, November.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14508-:d:963620
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    References listed on IDEAS

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    1. Arso M. Vukićević & Ivan Mačužić & Marko Djapan & Vladimir Milićević & Luiza Shamina, 2021. "Digital Training and Advanced Learning in Occupational Safety and Health Based on Modern and Affordable Technologies," Sustainability, MDPI, vol. 13(24), pages 1-13, December.
    2. Thierry Pénard & Nicolas Poussing, 2010. "Internet Use and Social Capital: The Strength of Virtual Ties," Journal of Economic Issues, Taylor & Francis Journals, vol. 44(3), pages 569-595.
    3. Paweł Bartoszczuk & Uma Shankar Singh & Małgorzata Rutkowska, 2022. "An Empirical Analysis of Renewable Energy Contributions Considering Green Consumer Values—A Case Study of Poland," Energies, MDPI, vol. 15(3), pages 1-25, January.
    4. Yanjie Li & Daria Terenteva & Olga Konnikova & Evgenii Konnikov, 2021. "Comparative Assessment of Sustainable Consumption Based on the Digital Information Environment Content-Thematic Component Differentiation," Sustainability, MDPI, vol. 13(13), pages 1-13, June.
    5. Kinga Hoffmann-Burdzińska & Agata Stolecka-Makowska & Olaf Flak & Marcin Lipowski & Mariusz Łapczyński, 2022. "Consumers’ Social Responsibility in the Process of Energy Consumption—The Case of Poland," Energies, MDPI, vol. 15(14), pages 1-17, July.
    6. Mateusz Piwowarski & Uma Shankar Singh & Kesra Nermend, 2019. "The Cognitive Neuroscience Methods in the Analysis of the Impact of Advertisements in Shaping People's Health Habits," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 457-471.
    7. Guandalini, Ilaria, 2022. "Sustainability through digital transformation: A systematic literature review for research guidance," Journal of Business Research, Elsevier, vol. 148(C), pages 456-471.
    8. Katriona O’Sullivan & Serena Clark & Kevin Marshall & Malcolm MacLachlan, 2021. "A Just Digital framework to ensure equitable achievement of the Sustainable Development Goals," Nature Communications, Nature, vol. 12(1), pages 1-4, December.
    9. Małgorzata Łatuszyńska & Kesra Nermend, 2022. "Energy Decision Making: Problems, Methods, and Tools—An Overview," Energies, MDPI, vol. 15(15), pages 1-5, July.
    10. Elżbieta Szaruga & Elżbieta Załoga, 2022. "Qualitative–Quantitative Warning Modeling of Energy Consumption Processes in Inland Waterway Freight Transport on River Sections for Environmental Management," Energies, MDPI, vol. 15(13), pages 1-21, June.
    11. Hidalgo, Antonio & Gabaly, Samuel & Morales-Alonso, Gustavo & Urueña, Alberto, 2020. "The digital divide in light of sustainable development: An approach through advanced machine learning techniques," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    12. Nicole Zillien & Eszter Hargittai, 2009. "Digital Distinction: Status‐Specific Types of Internet Usage," Social Science Quarterly, Southwestern Social Science Association, vol. 90(2), pages 274-291, June.
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