IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i15p9198-d872924.html
   My bibliography  Save this article

The Impact Factors of Industry 4.0 on ESG in the Energy Sector

Author

Listed:
  • Theerasak Nitlarp

    (Faculty of Engineering, Mahidol University, Nakorn Pathom 73170, Thailand)

  • Supaporn Kiattisin

    (Faculty of Engineering, Mahidol University, Nakorn Pathom 73170, Thailand)

Abstract

Digital transformation refers to highly thought-out social, manufacturing, and organizational transitions driven by digital revolutions and emerging technologies. On the other hand, energy is a critical pillar of the economic growth of the country. Meanwhile, global interest in environmental, social, and governance (ESG) investment is growing. The conventional investment paradigm is being phased out in favor of investments that prioritize environmental, social, and corporate responsibility. The energy sector is one of the most significantly affected. Presently, the field of digital transformation is limited in its analysis about the sustainability factors and is still controversial, especially in the energy business. This paper identifies an in-corporation factor in Industry 4.0, taking into account the effect on ESG. The research papers and the World Economic Forum reports were investigated and identified the correlation factor using machine learning to analyze their contents. We spotlighted the documents relevant to the energy industry and sustainable development. To quantify the model, confirmatory factor analysis (CFA) is proposed to generate a valid model, followed by path analysis with latent variables to evaluate the structural equation modeling (SEM). The result provides the conceptual model with impact factors and their correlations. The goodness of fit value is acceptable for the agreed-upon condition, as well as a descriptive that incorporates Industry 4.0 and ESG in terms of business, industry, and ESG in relation to the energy sector’s key issues.

Suggested Citation

  • Theerasak Nitlarp & Supaporn Kiattisin, 2022. "The Impact Factors of Industry 4.0 on ESG in the Energy Sector," Sustainability, MDPI, vol. 14(15), pages 1-19, July.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9198-:d:872924
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/15/9198/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/15/9198/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carla Gonçalves Machado & Mats Peter Winroth & Elias Hans Dener Ribeiro da Silva, 2020. "Sustainable manufacturing in Industry 4.0: an emerging research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1462-1484, March.
    2. Yao-Jen Fan & Shuo-Fang Liu & Ding-Bang Luh & Pei-Shan Teng, 2021. "Corporate Sustainability: Impact Factors on Organizational Innovation in the Industrial Area," Sustainability, MDPI, vol. 13(4), pages 1-24, February.
    3. Helena Naffa & Máté Fain, 2020. "Performance measurement of ESG-themed megatrend investments in global equity markets using pure factor portfolios methodology," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-34, December.
    4. Kraus, Sascha & Schiavone, Francesco & Pluzhnikova, Anna & Invernizzi, Anna Chiara, 2021. "Digital transformation in healthcare: Analyzing the current state-of-research," Journal of Business Research, Elsevier, vol. 123(C), pages 557-567.
    5. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    6. Satyabrata Aich & Ayusha Thakur & Deepanjan Nanda & Sushanta Tripathy & Hee-Cheol Kim, 2021. "Factors Affecting ESG towards Impact on Investment: A Structural Approach," Sustainability, MDPI, vol. 13(19), pages 1-14, September.
    7. N. C. Ashwin Kumar & Camille Smith & Leïla Badis & Nan Wang & Paz Ambrosy & Rodrigo Tavares, 2016. "ESG factors and risk-adjusted performance: a new quantitative model," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(4), pages 292-300, October.
    8. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    9. Yang, Qin & Du, Qiang & Razzaq, Asif & Shang, Yunfeng, 2022. "How volatility in green financing, clean energy, and green economic practices derive sustainable performance through ESG indicators? A sectoral study of G7 countries," Resources Policy, Elsevier, vol. 75(C).
    10. Michał Baran & Aneta Kuźniarska & Zbigniew J. Makieła & Anna Sławik & Magdalena M. Stuss, 2022. "Does ESG Reporting Relate to Corporate Financial Performance in the Context of the Energy Sector Transformation? Evidence from Poland," Energies, MDPI, vol. 15(2), pages 1-22, January.
    11. Alkaraan, Fadi & Albitar, Khaldoon & Hussainey, Khaled & Venkatesh, VG, 2022. "Corporate transformation toward Industry 4.0 and financial performance: The influence of environmental, social, and governance (ESG)," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    12. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    13. Sebastian Saniuk & Sandra Grabowska & Bożena Gajdzik, 2020. "Personalization of Products in the Industry 4.0 Concept and Its Impact on Achieving a Higher Level of Sustainable Consumption," Energies, MDPI, vol. 13(22), pages 1-19, November.
    14. Jaroslav Vrchota & Martin Pech & Ladislav Rolínek & Jiří Bednář, 2020. "Sustainability Outcomes of Green Processes in Relation to Industry 4.0 in Manufacturing: Systematic Review," Sustainability, MDPI, vol. 12(15), pages 1-47, July.
    15. Astrachan, Claudia Binz & Patel, Vijay K. & Wanzenried, Gabrielle, 2014. "A comparative study of CB-SEM and PLS-SEM for theory development in family firm research," Journal of Family Business Strategy, Elsevier, vol. 5(1), pages 116-128.
    16. Müller, Julian Marius & Buliga, Oana & Voigt, Kai-Ingo, 2018. "Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 2-17.
    17. Abdul Karim Feroz & Hangjung Zo & Ananth Chiravuri, 2021. "Digital Transformation and Environmental Sustainability: A Review and Research Agenda," Sustainability, MDPI, vol. 13(3), pages 1-20, February.
    18. Changhong Zhao & Yu Guo & Jiahai Yuan & Mengya Wu & Daiyu Li & Yiou Zhou & Jiangang Kang, 2018. "ESG and Corporate Financial Performance: Empirical Evidence from China’s Listed Power Generation Companies," Sustainability, MDPI, vol. 10(8), pages 1-18, July.
    19. Jeremy Galbreath, 2013. "ESG in Focus: The Australian Evidence," Journal of Business Ethics, Springer, vol. 118(3), pages 529-541, December.
    20. Bożena Gajdzik & Sandra Grabowska & Sebastian Saniuk & Tadeusz Wieczorek, 2020. "Sustainable Development and Industry 4.0: A Bibliometric Analysis Identifying Key Scientific Problems of the Sustainable Industry 4.0," Energies, MDPI, vol. 13(16), pages 1-27, August.
    21. Daniel Schallmo & Christopher A. Williams & Luke Boardman, 2017. "Digital Transformation Of Business Models — Best Practice, Enablers, And Roadmap," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(08), pages 1-17, December.
    22. Bradford Cornell & Alan C. Shapiro, 2021. "Corporate stakeholders, corporate valuation and ESG," European Financial Management, European Financial Management Association, vol. 27(2), pages 196-207, March.
    23. Aflaki, Sam & Masini , Andrea, 2014. "Does Economic Growth Matter? Technology-Push, Demand-Pull and Endogenous Drivers of Innovation in the Renewable Energy Industry," HEC Research Papers Series 1070, HEC Paris.
    24. Fernando E. García-Muiña & María Sonia Medina-Salgado & Anna Maria Ferrari & Marco Cucchi, 2020. "Sustainability Transition in Industry 4.0 and Smart Manufacturing with the Triple-Layered Business Model Canvas," Sustainability, MDPI, vol. 12(6), pages 1-19, March.
    25. Iva Vuksanović Herceg & Vukašin Kuč & Veljko M. Mijušković & Tomislav Herceg, 2020. "Challenges and Driving Forces for Industry 4.0 Implementation," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
    26. Małgorzata Dobrowolska & Lilla Knop, 2020. "Fit to Work in the Business Models of the Industry 4.0 Age," Sustainability, MDPI, vol. 12(12), pages 1-18, June.
    27. Lei Jin & Keran Duan & Xu Tang, 2018. "What Is the Relationship between Technological Innovation and Energy Consumption? Empirical Analysis Based on Provincial Panel Data from China," Sustainability, MDPI, vol. 10(1), pages 1-13, January.
    28. Reinartz, Werner & Haenlein, Michael & Henseler, Jörg, 2009. "An empirical comparison of the efficacy of covariance-based and variance-based SEM," International Journal of Research in Marketing, Elsevier, vol. 26(4), pages 332-344.
    29. Takayuki Mizuno & Shohei Doi & Takahiro Tsuchiya & Shuhei Kurizaki, 2021. "Socially responsible investing through the equity funds in the global ownership network," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-22, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Trotta, Annarita & Rania, Francesco & Strano, Eugenia, 2024. "Exploring the linkages between FinTech and ESG: A bibliometric perspective," Research in International Business and Finance, Elsevier, vol. 69(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Theerasak Nitlarp & Theeraya Mayakul, 2023. "The Implications of Triple Transformation on ESG in the Energy Sector: Fuzzy-Set Qualitative Comparative Analysis (fsQCA) and Structural Equation Modeling (SEM) Findings," Energies, MDPI, vol. 16(5), pages 1-26, February.
    2. Jin Zhu & Fei Huang, 2023. "Transformational Leadership, Organizational Innovation, and ESG Performance: Evidence from SMEs in China," Sustainability, MDPI, vol. 15(7), pages 1-23, March.
    3. Chen, Lifeng & Khurram, Muhammad Usman & Gao, Yuying & Abedin, Mohammad Zoynul & Lucey, Brian, 2023. "ESG disclosure and technological innovation capabilities of the Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 65(C).
    4. Lei Ruan & Heng Liu, 2021. "Environmental, Social, Governance Activities and Firm Performance: Evidence from China," Sustainability, MDPI, vol. 13(2), pages 1-16, January.
    5. Özköse, Hakan & Güney, Gül, 2023. "The effects of industry 4.0 on productivity: A scientific mapping study," Technology in Society, Elsevier, vol. 75(C).
    6. Irene Wei Kiong Ting & Noor Azlinna Azizan & Rajesh Kumar Bhaskaran & Sujit K Sukumaran, 2019. "Corporate Social Performance and Firm Performance: Comparative Study among Developed and Emerging Market Firms," Sustainability, MDPI, vol. 12(1), pages 1-21, December.
    7. Sabri Boubaker & T.D.Q. Le & R. Manita & T. Ngo, 2023. "The Trade-off Frontier for ESG and Sharpe Ratio: A Bootstrapped Double-Frontier Data Envelopment Analysis," Post-Print hal-04434028, HAL.
    8. Tao, Hu & Zhuang, Shan & Xue, Rui & Cao, Wei & Tian, Jinfang & Shan, Yuli, 2022. "Environmental Finance: An Interdisciplinary Review," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    9. Radu-Alexandru Șerban & Diana Marieta Mihaiu & Mihai Țichindelean, 2022. "Environment, Social, and Governance Score and Value Added Impacts on Market Capitalization: A Sectoral-Based Approach," Sustainability, MDPI, vol. 14(4), pages 1-25, February.
    10. Lee, Michael T. & Raschke, Robyn L., 2023. "Stakeholder legitimacy in firm greening and financial performance: What about greenwashing temptations?☆," Journal of Business Research, Elsevier, vol. 155(PB).
    11. Yuming Zhai & Zhenghuan Cai & Han Lin & Ming Yuan & Ye Mao & Mingchuan Yu, 2022. "Does better environmental, social, and governance induce better corporate green innovation: The mediating role of financing constraints," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(5), pages 1513-1526, September.
    12. Xiaoling Yu & Kaitian Xiao, 2022. "Does ESG Performance Affect Firm Value? Evidence from a New ESG-Scoring Approach for Chinese Enterprises," Sustainability, MDPI, vol. 14(24), pages 1-40, December.
    13. Marco Vacchi & Cristina Siligardi & Fabio Demaria & Erika Iveth Cedillo-González & Rocío González-Sánchez & Davide Settembre-Blundo, 2021. "Technological Sustainability or Sustainable Technology? A Multidimensional Vision of Sustainability in Manufacturing," Sustainability, MDPI, vol. 13(17), pages 1-18, September.
    14. Gianpaolo Iazzolino & Maria Elena Bruni & Stefania Veltri & Donato Morea & Giovanni Baldissarro, 2023. "The impact of ESG factors on financial efficiency: An empirical analysis for the selection of sustainable firm portfolios," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1917-1927, July.
    15. Irene Aldridge & Payton Martin, 2022. "ESG In Corporate Filings: An AI Perspective," Papers 2212.00018, arXiv.org.
    16. Tommy Gärling & Magnus Jansson, 2021. "Sustainable Investment: Consequences for Psychological Well-Being," Sustainability, MDPI, vol. 13(16), pages 1-10, August.
    17. Huarng, Kun-Huang & Yu, Tiffany Hui-Kuang, 2024. "Causal complexity analysis of ESG performance," Journal of Business Research, Elsevier, vol. 170(C).
    18. Hakan Gökhan Gündoğdu & Ahmet Aytekin & Şura Toptancı & Selçuk Korucuk & Çağlar Karamaşa, 2023. "Environmental, social, and governance risks and environmentally sensitive competitive strategies: A case study of a multinational logistics company," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4874-4906, November.
    19. Piccarozzi, Michela & Silvestri, Cecilia & Aquilani, Barbara & Silvestri, Luca, 2022. "Is this a new story of the ‘Two Giants’? A systematic literature review of the relationship between industry 4.0, sustainability and its pillars," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    20. Jin Wang & Zihan Hong & Hai Long, 2023. "Digital Transformation Empowers ESG Performance in the Manufacturing Industry: From ESG to DESG," SAGE Open, , vol. 13(4), pages 21582440231, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:14:y:2022:i:15:p:9198-:d:872924. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.