Digital Integration and Green Economy for the Transition to Industry 5.0
Keywords:
Industry 5.0, digitalization, raw materials, e-waste recycling, Green Economy, asymmetric development
Abstract
The purpose of the article is to study the integration of digitalization and the Green Economy, identifying the characteristics of their combination and development, and generating recommendations to achieve a positive synergistic effect and to accelerate the transition to Industry 5.0. The article is dedicated to the combination of Green Economy and digitali zation, which leads to the emergence of completely new features in the Economy. The relevance of the topic is determined by the fact that the use and d evelopment of human capital, the Green Economy and digitali zation can have an important synergistic effect with the emergence of new characteristics, with both positive and negative consequences, and affect the achievement of the goal. sustainable developm ent. Research methods: analysis and synthesis, abstraction and generalization, a systematic approach to the analysis of the Green and Digital Economy, economic - statistical and mathematical analysis. The article identifies the fundamental risks of the digitalization of the Economy, being the main ones: the depletion of limited resources, electronic waste, the deepening of asymmetric development.
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References
Aclima (2020). Waste to Energy & The Europea. URL: https://aclima.eus/waste-to-energy-the-european-green-deal/
Ardito, L., D’Adda, D. And Petruzzeli, A.M. (2018), “Mapping innovation dynamics in the Internet of Things domain: evidence from patent analysis”, Technological Forecasting and Social Change, Vol. 136, 317-330, doi: 10.1016/j.techfore.2017.04.022.
Digital agenda (2022a) URL: https://cutt.ly/A0Udn0b
Digital agenda (2022b) URL: https://cutt.ly/O0UdRD7
Digitalization and natural resources (2021). Geological Survey of Finland, Open File Research Report 50/2021 Toni Eerola (ed.), Pasi Eilu (ed.), Jyri Hanski, Susanna Horn, Jachym Judl, Marjaana Karhu, Päivi Kivikytö-Reponen,Panu Lintinen and Bo Långbacka URL: https://tupa.gtk.fi/raportti/arkisto/50_2021.pdf
Enterprises analysing big data (2022). Percentage of enterprises URL: https://cutt.ly/N0UdPZM
European commission (2020). Critical materials for strategic technologies and sectors in the EU - a foresight study, 2020" The reuse policy of European Commission documents is regulated by Decision 2011/833/EU (OJ L 330, 14.12.2011, 39) URL: https://rmis.jrc.ec.europa.eu/uploads/CRMs_for_Strategic_Technologies_and_Sectors_in_th e_EU_2020.pdf
Europinian Comission (2022a). URL: https://digital-strategy.ec.europa.eu/en/policies/europes-digital-decade
Eurostat (2021). Recycling rate of e-waste URL: https://ec.europa.eu/eurostat/databrowser/view/T2020_RT130/bookmark/table?lang=en&b ookmarkId=a69be825-957e-473c-a81f-f02866dc9141
Foram (2018). Global raw materials polices URL: http://www.foramproject.net/wp-content/uploads/2018/09/FORAM-D3.1.pdf
Forbs (2022a). Alarming Cyber Statistics For Mid-Year 2022 That You Need To Know URL: https://www.forbes.com/sites/chuckbrooks/2022/06/03/alarming-cyber-statistics-for-mid-year-2022-that-you-need-to-kno w/?sh=3d19a9967864
Forbs ( 20 2 2b). Cybersecurity in 2022 – A Fresh Look at Some Very Alarming Stats URL: https://www.forbes.com/sites/chuckbrooks/2022/01/21/cybersecurity-in-2022--a-fresh-look-at-some-very-alarming-stats/?sh=144f23746b61)
Hunt, M., Young, J., Marx, R., Lipson, C. (2018). No More FOMO: Limiting Social Media Decreases Loneliness and Depression. Journal of Social and Clinical Psychology. 37. 751-768. 10.1521/jscp.2018.37.10.751.
IEA (2021), The Role of Critical Minerals in Clean Energy Transitions, IEA, Paris URL:
https://www.iea.org/reports/the-role-of-critical-minerals-in-clean-energy-transitions
Kerdlap Piya, Sze Choong Low Jonathan (2020), Daren Zong Loong Tan, Zhiquan Yeo, Seeram Ramakrishna, M3-IS-LCA: A Methodology for Multi-level Life Cycle Environmental Performance Evaluation of Industrial Symbiosis Networks,Resources, Conservation and Recycling,Volume 161,2020,104963, ISSN 0921-3449, URL:
https://doi.org/10.1016/j.resconrec.2020.104963.
Lewicka, E., Katarzyna, G., Krzysztof, G. (2021). "On the Possibilities of Critical Raw Materials Production from the EU’s Primary Sources" Resources 10, no. 5: 50. https://doi.org/10.3390/resources10050050
Mondejar, Maria, E.; Avtar, Ram Baños Díaz; Heyker Lellani (2021). Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet, Science of The Total Environment, Vol. 794, 2021 URL: https://doi.org/10.1016/j.scitotenv.2021.148539.
Marscheider-Weidemann, F., Langkau, S., Hummen, T., Erdmann, L., Tercero Espinoza, L., Angerer, G. Benecke, S. (2016). Rohstoffe für Zukunftstechnologien 2016. Edited by Deutsche Rohstoffagentur (DERA) in der Bundesanstalt für Geowissenschaften und Rohstoffe (BGR). Berlin (DERA Rohstoffinformationen, 28). Retrieved from URL: http://www.deutsche- rohstoffagentur.de/DERA/DE/Do wnloads/Studie_Zukunftstechnologien -2016.pdf
McGovern G. (2020). World Wide Waste URL: https://gerrymcgovern.com/books/world-wide-waste/
OECD (2022). The future of work URL: https://www.oecd.org/future-of-work/reports-and-data/
OECD.AI (2022a) Top countries in VC investments in AI by industry. URL:https://oecd.aien/data?selectedArea=investments-in-ai&selectedVisualization=top- countries-in-vc-investments-in-ai-by-industry
OECD.AI (2022b). The impact of AI on the labour market: is this time different? URL:
https://oecd.ai/en/wonk/impact-ai-on-the-labour-market-is-this-time-different
Oztemel E., Gursev S. (2020), A taxonomy of Industry 4.0 and related technologies, in: Industry 4.0. Current status and future trends, Hamilton Ortiz J. (ed.), IntechOpen, URL:https://www.intechopen.com/books/industry-4-0-current-status-and-future-trends (13.06.2020)
PWC (2021). Cybersecurity as an enabler of resilience and business value URL: https://www.pwc.com/mu/en/services/advisory/consulting/blog/cybersecurity.html
Rui Wang, Qi Zhang, Lu Zhan, Zhenming Xu, (2022). Urgency of technology and equipment upgrades in e-waste dismantling base: Pollution identification and emission reduction,Environmental Pollution,Volume 308,2022,119704,ISSN 0269-7491, URL:https://doi.org/10.1016/j.envpol.2022.119704.
The Global E-Waste Statistics Partnership (2020). Surge in global e-waste, up 21 per cent in 5 year. URL: https://globalewaste.org/news/surge-global-waste/
Trusova, N., Oleksenko, R., Kalchenko, S., Yeremenko, D., Pasieka, S., Moroz, S. (2021). Managing the Intellectual Potential in the Business-Network of Innovative Digital
Technologies. Studies of Applied Economics, 39(5). Available online. In: DOI: 10.25115/eea.v39i5.4910. Date of consultation: 17/10/2022.
TWI 2050. (2020). Spillover effects. URL: https://www.unsdsn.org/spillover-effects
UNCDAT (2020) Digital economy growth and mineral resources Implications for Developing Countries. Technical note NO16 UN edited TN/UNCTAD/ICT4D/16 December 2020 https://unctad.org/system/files/official-document/tn_unctad_ict4d16_en.pdf
UNCTAD (2021). DIGITAL ECONOMY REPORT 2021. Cross-border data flows and development: For whom the data flow URL: https://unctad.org/system/files/official-document/der2021_en.pdf
WBGU (2019) Towards our Common Digital Future. URL:https://www.wbgu.de/en/publications/publication/towards-our-common-digital- future
WEF (2022a) Jobs of Tomorrow: The Triple Returns of Social Jobs in the Economic Recovery URL: https://www3.weforum.org/docs/WEF_Jobs_of_Tomorrow_2022.pdf
WEF (2022b) Catalysing Education 4.0 Investing in the Future of Learning for a Human- Centric Recovery URL: https://www3.weforum.org/docs/WEF_Catalysing_Education_4.0_2022.pdf
World Economic Forum (2019). A Vision for a Sustainable Battery Value Chain in 2030 Unlocking the Full Potential to Power Sustainable Development and Climate Change Mitigation URL: https://www3.weforum.org/docs/WEF_A_Vision_for_a_Sustainable_Battery_Value_Chain_in_2030_Report.pdf
World Economic Forum (2021). Here's how agile governance could help manage global uncertainty URL: https://www. weforum.org/agenda/2021/10/agile -governance-could-help- manage-uncertainty/
Ardito, L., D’Adda, D. And Petruzzeli, A.M. (2018), “Mapping innovation dynamics in the Internet of Things domain: evidence from patent analysis”, Technological Forecasting and Social Change, Vol. 136, 317-330, doi: 10.1016/j.techfore.2017.04.022.
Digital agenda (2022a) URL: https://cutt.ly/A0Udn0b
Digital agenda (2022b) URL: https://cutt.ly/O0UdRD7
Digitalization and natural resources (2021). Geological Survey of Finland, Open File Research Report 50/2021 Toni Eerola (ed.), Pasi Eilu (ed.), Jyri Hanski, Susanna Horn, Jachym Judl, Marjaana Karhu, Päivi Kivikytö-Reponen,Panu Lintinen and Bo Långbacka URL: https://tupa.gtk.fi/raportti/arkisto/50_2021.pdf
Enterprises analysing big data (2022). Percentage of enterprises URL: https://cutt.ly/N0UdPZM
European commission (2020). Critical materials for strategic technologies and sectors in the EU - a foresight study, 2020" The reuse policy of European Commission documents is regulated by Decision 2011/833/EU (OJ L 330, 14.12.2011, 39) URL: https://rmis.jrc.ec.europa.eu/uploads/CRMs_for_Strategic_Technologies_and_Sectors_in_th e_EU_2020.pdf
Europinian Comission (2022a). URL: https://digital-strategy.ec.europa.eu/en/policies/europes-digital-decade
Eurostat (2021). Recycling rate of e-waste URL: https://ec.europa.eu/eurostat/databrowser/view/T2020_RT130/bookmark/table?lang=en&b ookmarkId=a69be825-957e-473c-a81f-f02866dc9141
Foram (2018). Global raw materials polices URL: http://www.foramproject.net/wp-content/uploads/2018/09/FORAM-D3.1.pdf
Forbs (2022a). Alarming Cyber Statistics For Mid-Year 2022 That You Need To Know URL: https://www.forbes.com/sites/chuckbrooks/2022/06/03/alarming-cyber-statistics-for-mid-year-2022-that-you-need-to-kno w/?sh=3d19a9967864
Forbs ( 20 2 2b). Cybersecurity in 2022 – A Fresh Look at Some Very Alarming Stats URL: https://www.forbes.com/sites/chuckbrooks/2022/01/21/cybersecurity-in-2022--a-fresh-look-at-some-very-alarming-stats/?sh=144f23746b61)
Hunt, M., Young, J., Marx, R., Lipson, C. (2018). No More FOMO: Limiting Social Media Decreases Loneliness and Depression. Journal of Social and Clinical Psychology. 37. 751-768. 10.1521/jscp.2018.37.10.751.
IEA (2021), The Role of Critical Minerals in Clean Energy Transitions, IEA, Paris URL:
https://www.iea.org/reports/the-role-of-critical-minerals-in-clean-energy-transitions
Kerdlap Piya, Sze Choong Low Jonathan (2020), Daren Zong Loong Tan, Zhiquan Yeo, Seeram Ramakrishna, M3-IS-LCA: A Methodology for Multi-level Life Cycle Environmental Performance Evaluation of Industrial Symbiosis Networks,Resources, Conservation and Recycling,Volume 161,2020,104963, ISSN 0921-3449, URL:
https://doi.org/10.1016/j.resconrec.2020.104963.
Lewicka, E., Katarzyna, G., Krzysztof, G. (2021). "On the Possibilities of Critical Raw Materials Production from the EU’s Primary Sources" Resources 10, no. 5: 50. https://doi.org/10.3390/resources10050050
Mondejar, Maria, E.; Avtar, Ram Baños Díaz; Heyker Lellani (2021). Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet, Science of The Total Environment, Vol. 794, 2021 URL: https://doi.org/10.1016/j.scitotenv.2021.148539.
Marscheider-Weidemann, F., Langkau, S., Hummen, T., Erdmann, L., Tercero Espinoza, L., Angerer, G. Benecke, S. (2016). Rohstoffe für Zukunftstechnologien 2016. Edited by Deutsche Rohstoffagentur (DERA) in der Bundesanstalt für Geowissenschaften und Rohstoffe (BGR). Berlin (DERA Rohstoffinformationen, 28). Retrieved from URL: http://www.deutsche- rohstoffagentur.de/DERA/DE/Do wnloads/Studie_Zukunftstechnologien -2016.pdf
McGovern G. (2020). World Wide Waste URL: https://gerrymcgovern.com/books/world-wide-waste/
OECD (2022). The future of work URL: https://www.oecd.org/future-of-work/reports-and-data/
OECD.AI (2022a) Top countries in VC investments in AI by industry. URL:https://oecd.aien/data?selectedArea=investments-in-ai&selectedVisualization=top- countries-in-vc-investments-in-ai-by-industry
OECD.AI (2022b). The impact of AI on the labour market: is this time different? URL:
https://oecd.ai/en/wonk/impact-ai-on-the-labour-market-is-this-time-different
Oztemel E., Gursev S. (2020), A taxonomy of Industry 4.0 and related technologies, in: Industry 4.0. Current status and future trends, Hamilton Ortiz J. (ed.), IntechOpen, URL:https://www.intechopen.com/books/industry-4-0-current-status-and-future-trends (13.06.2020)
PWC (2021). Cybersecurity as an enabler of resilience and business value URL: https://www.pwc.com/mu/en/services/advisory/consulting/blog/cybersecurity.html
Rui Wang, Qi Zhang, Lu Zhan, Zhenming Xu, (2022). Urgency of technology and equipment upgrades in e-waste dismantling base: Pollution identification and emission reduction,Environmental Pollution,Volume 308,2022,119704,ISSN 0269-7491, URL:https://doi.org/10.1016/j.envpol.2022.119704.
The Global E-Waste Statistics Partnership (2020). Surge in global e-waste, up 21 per cent in 5 year. URL: https://globalewaste.org/news/surge-global-waste/
Trusova, N., Oleksenko, R., Kalchenko, S., Yeremenko, D., Pasieka, S., Moroz, S. (2021). Managing the Intellectual Potential in the Business-Network of Innovative Digital
Technologies. Studies of Applied Economics, 39(5). Available online. In: DOI: 10.25115/eea.v39i5.4910. Date of consultation: 17/10/2022.
TWI 2050. (2020). Spillover effects. URL: https://www.unsdsn.org/spillover-effects
UNCDAT (2020) Digital economy growth and mineral resources Implications for Developing Countries. Technical note NO16 UN edited TN/UNCTAD/ICT4D/16 December 2020 https://unctad.org/system/files/official-document/tn_unctad_ict4d16_en.pdf
UNCTAD (2021). DIGITAL ECONOMY REPORT 2021. Cross-border data flows and development: For whom the data flow URL: https://unctad.org/system/files/official-document/der2021_en.pdf
WBGU (2019) Towards our Common Digital Future. URL:https://www.wbgu.de/en/publications/publication/towards-our-common-digital- future
WEF (2022a) Jobs of Tomorrow: The Triple Returns of Social Jobs in the Economic Recovery URL: https://www3.weforum.org/docs/WEF_Jobs_of_Tomorrow_2022.pdf
WEF (2022b) Catalysing Education 4.0 Investing in the Future of Learning for a Human- Centric Recovery URL: https://www3.weforum.org/docs/WEF_Catalysing_Education_4.0_2022.pdf
World Economic Forum (2019). A Vision for a Sustainable Battery Value Chain in 2030 Unlocking the Full Potential to Power Sustainable Development and Climate Change Mitigation URL: https://www3.weforum.org/docs/WEF_A_Vision_for_a_Sustainable_Battery_Value_Chain_in_2030_Report.pdf
World Economic Forum (2021). Here's how agile governance could help manage global uncertainty URL: https://www. weforum.org/agenda/2021/10/agile -governance-could-help- manage-uncertainty/
Published
2023-05-02
How to Cite
Kotowicz-Jawor, J., & Matviienko, H. (2023). Digital Integration and Green Economy for the Transition to Industry 5.0. Journal of the University of Zulia , 14(40), 239-257. https://doi.org/10.46925//rdluz.40.13
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Papers
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