Investigating the Impact of Digitalization on Resource Use, Energy Use, and Waste Reduction Towards Sustainability: Considering Environmental Awareness as a Moderator
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Henderson, Kirsten & Loreau, Michel, 2023. "A model of Sustainable Development Goals: Challenges and opportunities in promoting human well-being and environmental sustainability," Ecological Modelling, Elsevier, vol. 475(C).
- Seema Jayachandran, 2022.
"How Economic Development Influences the Environment,"
Annual Review of Economics, Annual Reviews, vol. 14(1), pages 229-252, August.
- Seema Jayachandran, 2021. "How Economic Development Influences the Environment," NBER Working Papers 29191, National Bureau of Economic Research, Inc.
- Sayed Fayaz Ahmad & Mohd. Khairil Rahmat & Muhammad Shujaat Mubarik & Muhammad Mansoor Alam & Syed Irfan Hyder, 2021. "Artificial Intelligence and Its Role in Education," Sustainability, MDPI, vol. 13(22), pages 1-11, November.
- Pirhonen, Jari & Lolich, Luciana & Tuominen, Katariina & Jolanki, Outi & Timonen, Virpi, 2020. "“These devices have not been made for older people's needs” – Older adults' perceptions of digital technologies in Finland and Ireland," Technology in Society, Elsevier, vol. 62(C).
- John Hulland, 1999. "Use of partial least squares (PLS) in strategic management research: a review of four recent studies," Strategic Management Journal, Wiley Blackwell, vol. 20(2), pages 195-204, February.
- M.A.P. Pinheiro & D. Jugend & Ana Beatriz Lopes de Sousa Jabbour & C.J. Chiappetta Jabbour & H. Latan, 2022. "Circular Economy-Based New Products and Company Performance: The Role of Stakeholders and Industry 4.0 Technologies," Post-Print hal-04276066, HAL.
- Sovacool, Benjamin K. & Dworkin, Michael H., 2015. "Energy justice: Conceptual insights and practical applications," Applied Energy, Elsevier, vol. 142(C), pages 435-444.
- Tehseen Mazhar & Hafiz Muhammad Irfan & Sunawar Khan & Inayatul Haq & Inam Ullah & Muhammad Iqbal & Habib Hamam, 2023. "Analysis of Cyber Security Attacks and Its Solutions for the Smart grid Using Machine Learning and Blockchain Methods," Future Internet, MDPI, vol. 15(2), pages 1-37, February.
- Tsega Y. Melesse & Chiara Franciosi & Valentina Di Pasquale & Stefano Riemma, 2023. "Analyzing the Implementation of Digital Twins in the Agri-Food Supply Chain," Logistics, MDPI, vol. 7(2), pages 1-17, June.
- Saqib Yaqoob Malik & Yukun Cao & Yasir Hayat Mughal & Ghulam Muhammad Kundi & Mudassir Hayat Mughal & T. Ramayah, 2020. "Pathways towards Sustainability in Organizations: Empirical Evidence on the Role of Green Human Resource Management Practices and Green Intellectual Capital," Sustainability, MDPI, vol. 12(8), pages 1-24, April.
- Hafiz Muhammad Shahid & Rafay Waseem & Humayoon Khan & Faria Waseem & Muhammad Junaid Hasheem & Yangyan Shi, 2020. "Process Innovation as a Moderator Linking Sustainable Supply Chain Management with Sustainable Performance in the Manufacturing Sector of Pakistan," Sustainability, MDPI, vol. 12(6), pages 1-24, March.
- Piotr F. Borowski, 2021. "Digitization, Digital Twins, Blockchain, and Industry 4.0 as Elements of Management Process in Enterprises in the Energy Sector," Energies, MDPI, vol. 14(7), pages 1-20, March.
- Amankwah-Amoah, Joseph & Khan, Zaheer & Wood, Geoffrey & Knight, Gary, 2021. "COVID-19 and digitalization: The great acceleration," Journal of Business Research, Elsevier, vol. 136(C), pages 602-611.
- Yasser Khan & Mazliham Bin Mohd Su’ud & Muhammad Mansoor Alam & Syed Fayaz Ahmad & Ahmad Y. A. Bani Ahmad (Ayassrah) & Nasir Khan, 2022. "Application of Internet of Things (IoT) in Sustainable Supply Chain Management," Sustainability, MDPI, vol. 15(1), pages 1-14, December.
- Marco Antonio Paula Pinheiro & Daniel Jugend & Ana Beatriz Lopes de Sousa Jabbour & Charbel Jose Chiappetta Jabbour & Hengky Latan, 2022. "Circular economy‐based new products and company performance: The role of stakeholders and Industry 4.0 technologies," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 483-499, January.
- Rajnish Kler & Roshan Gangurde & Samariddin Elmirzaev & Md Shamim Hossain & Nhut V. T. Vo & Tien V. T. Nguyen & P. Naveen Kumar & Peiman Ghasemi, 2022. "Optimization of Meat and Poultry Farm Inventory Stock Using Data Analytics for Green Supply Chain Network," Discrete Dynamics in Nature and Society, Hindawi, vol. 2022, pages 1-8, October.
- David J. Langley, 2022. "Digital Product-Service Systems: The Role of Data in the Transition to Servitization Business Models," Sustainability, MDPI, vol. 14(3), pages 1-17, January.
- Marc Helmold, 2023. "5S Concept in Quality Management," Management for Professionals, in: Virtual and Innovative Quality Management Across the Value Chain, chapter 10, pages 113-126, Springer.
- Hua Feng & Fengyan Wang & Guomin Song & Lanlan Liu, 2022. "Digital Transformation on Enterprise Green Innovation: Effect and Transmission Mechanism," IJERPH, MDPI, vol. 19(17), pages 1-31, August.
- Oró, Eduard & Depoorter, Victor & Garcia, Albert & Salom, Jaume, 2015. "Energy efficiency and renewable energy integration in data centres. Strategies and modelling review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 429-445.
- Yang, Fucheng & Luo, Chunyang & Pan, Lu, 2024. "Do digitalization and intellectual capital drive sustainable open innovation of natural resources sector? Evidence from China," Resources Policy, Elsevier, vol. 88(C).
- Zhou, Jingyu & Liu, Weibai, 2024. "Carbon Reduction Effects of Digital Technology Transformation: Evidence from the Listed Manufacturing Firms in China," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
- Madurai Elavarasan, Rajvikram & Pugazhendhi, Rishi & Irfan, Muhammad & Mihet-Popa, Lucian & Khan, Irfan Ahmad & Campana, Pietro Elia, 2022. "State-of-the-art sustainable approaches for deeper decarbonization in Europe – An endowment to climate neutral vision," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
- Simona Sternad Zabukovšek & Samo Bobek & Uroš Zabukovšek & Zoran Kalinić & Polona Tominc, 2022. "Enhancing PLS-SEM-Enabled Research with ANN and IPMA: Research Study of Enterprise Resource Planning (ERP) Systems’ Acceptance Based on the Technology Acceptance Model (TAM)," Mathematics, MDPI, vol. 10(9), pages 1-28, April.
- Najjar, Mohammad & Figueiredo, Karoline & Hammad, Ahmed W.A. & Haddad, Assed, 2019. "Integrated optimization with building information modeling and life cycle assessment for generating energy efficient buildings," Applied Energy, Elsevier, vol. 250(C), pages 1366-1382.
- Sayed Fayaz Ahmad & Muhammad Mansoor Alam & Mohd. Khairil Rahmat & Muhammad Shujaat Mubarik & Syed Irfan Hyder, 2022. "Academic and Administrative Role of Artificial Intelligence in Education," Sustainability, MDPI, vol. 14(3), pages 1-11, January.
- Ashraf, Muhammad Zubair & Wei, Wei & Usman, Muhammad & Mushtaq, Shahid, 2024. "How can natural resource dependence, environmental-related technologies and digital trade protect the environment: Redesigning SDGs policies for sustainable environment?," Resources Policy, Elsevier, vol. 88(C).
- 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.
- Huang, Ruting & Yao, Xin, 2024. "City size and energy efficiency of Chinese manufacturing firms: An empirical study from a city characteristic perspective," Energy Economics, Elsevier, vol. 129(C).
- Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(C).
- Karam M. Al-Obaidi & Mohataz Hossain & Nayef A. M. Alduais & Husam S. Al-Duais & Hossein Omrany & Amirhosein Ghaffarianhoseini, 2022. "A Review of Using IoT for Energy Efficient Buildings and Cities: A Built Environment Perspective," Energies, MDPI, vol. 15(16), pages 1-32, August.
- Liu, Yiou & Yu, Yang & Huang, Yingfei & Guan, Weimin, 2024. "Utilizing the resources efficiency: Evidence from the impacts of media industry and digitalization," Resources Policy, Elsevier, vol. 88(C).
- Oghazi, Pejvak & Mostaghel, Rana & Hultman, Magnus, 2024. "International industrial manufacturers: Mastering the era of digital innovation and circular economy," Technological Forecasting and Social Change, Elsevier, vol. 201(C).
- Anna-Kate Goodall & Wendy McWilliam & Colin Meurk & Olaf Schelezki & Suphicha Muangsri, 2023. "Evaluation of an Incentive Programme for Increasing Green Infrastructure on Vineyards," Land, MDPI, vol. 12(9), pages 1-19, September.
- Fang, Wei & Liu, Zhen & Surya Putra, Ahmad Romadhoni, 2022. "Role of research and development in green economic growth through renewable energy development: Empirical evidence from South Asia," Renewable Energy, Elsevier, vol. 194(C), pages 1142-1152.
- Dong, Kangyin & Liu, Yang & Wang, Jianda & Dong, Xiucheng, 2024. "Is the digital economy an effective tool for decreasing energy vulnerability? A global case," Ecological Economics, Elsevier, vol. 216(C).
- Qian Zhang & Qizhen Wang, 2023. "Digitalization, Electricity Consumption and Carbon Emissions—Evidence from Manufacturing Industries in China," IJERPH, MDPI, vol. 20(5), pages 1-21, February.
- Ma, Shuaiyin & Ding, Wei & Liu, Yang & Ren, Shan & Yang, Haidong, 2022. "Digital twin and big data-driven sustainable smart manufacturing based on information management systems for energy-intensive industries," Applied Energy, Elsevier, vol. 326(C).
- Yang Liu & Jing Cheng & Jingjing Dai, 2024. "Biased innovation and network evolution: digital driver for green innovation of manufacturing in China," Journal of Applied Economics, Taylor & Francis Journals, vol. 27(1), pages 2308951-230, December.
- Peter Glavič, 2021. "Evolution and Current Challenges of Sustainable Consumption and Production," Sustainability, MDPI, vol. 13(16), pages 1-24, August.
- Bruce R Lewis & Gary F Templeton & Terry Anthony Byrd, 2005. "A methodology for construct development in MIS research," European Journal of Information Systems, Taylor & Francis Journals, vol. 14(4), pages 388-400, December.
- Gau, Jacinta M., 2011. "The Convergent and Discriminant Validity of Procedural Justice and Police Legitimacy: An Empirical Test of Core Theoretical Propositions," Journal of Criminal Justice, Elsevier, vol. 39(6), pages 489-498.
- Ignacio Martínez & Belén Zalba & Raquel Trillo-Lado & Teresa Blanco & David Cambra & Roberto Casas, 2021. "Internet of Things (IoT) as Sustainable Development Goals (SDG) Enabling Technology towards Smart Readiness Indicators (SRI) for University Buildings," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
- Jing Yi Yong & Mohd‐Yusoff Yusliza & Thurasamy Ramayah & Charbel Jose Chiappetta Jabbour & Simone Sehnem & Venkatesh Mani, 2020. "Pathways towards sustainability in manufacturing organizations: Empirical evidence on the role of green human resource management," Business Strategy and the Environment, Wiley Blackwell, vol. 29(1), pages 212-228, January.
- Xiao, Zunlan & Duritan, Mary Josephine M. & Han, Dongmei & Zong, Yi, 2024. "How does Green education result in resource extraction and consumption sustainability?," Resources Policy, Elsevier, vol. 89(C).
- ElMassah, Suzanna & Mohieldin, Mahmoud, 2020. "Digital transformation and localizing the Sustainable Development Goals (SDGs)," Ecological Economics, Elsevier, vol. 169(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.- Long Xue & Qianyu Zhang & Xuemang Zhang & Chengyu Li, 2022. "Can Digital Transformation Promote Green Technology Innovation?," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
- Chun-Yi Lin & Chen Li & Sadaf Mahmood & Feng Guo & Zuoyi Qian, 2024. "Integrating Culture and Tourism: A Resilient Scale for Digital Transformation Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16122-16155, December.
- Diána Esses & Mária Szalmáné Csete & Bálint Németh, 2021. "Sustainability and Digital Transformation in the Visegrad Group of Central European Countries," Sustainability, MDPI, vol. 13(11), pages 1-14, May.
- Liu, Wen & Xu, Jiaqi & She, Shengxiang, 2023. "Green economic development by increasing efficiency of natural resource consumption," Resources Policy, Elsevier, vol. 85(PB).
- José Moleiro Martins & Hira Aftab & Mário Nuno Mata & Muhammad Ussama Majeed & Sumaira Aslam & Anabela Batista Correia & Pedro Neves Mata, 2021. "Assessing the Impact of Green Hiring on Sustainable Performance: Mediating Role of Green Performance Management and Compensation," IJERPH, MDPI, vol. 18(11), pages 1-18, May.
- Yongjie Feng & Zenglian Zhang & Jingxian Zhang, 2024. "Navigating the Digital Transformation Terrain: Insights into the Interplay of Compensation, Incentives, and Managerial Behavior," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16799-16848, December.
- Ji Luo & Sayed Fayaz Ahmad & Asma Alyaemeni & Yuhan Ou & Muhammad Irshad & Randah Alyafi-Alzahri & Ghadeer Alsanie & Syeda Taj Unnisa, 2024. "Role of perceived ease of use, usefulness, and financial strength on the adoption of health information systems: the moderating role of hospital size," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
- Ga-Rog Han & Jae-Eun Lee, 2024. "The Moderating Effect of ESG Level in the Relationship between Digital Transformation Capability and Financial Performance: Evidence from Foreign Subsidiaries of Korean Firms," Sustainability, MDPI, vol. 16(9), pages 1-15, April.
- Lai, Xiaobing & Yue, Shujing & Guo, Chong & Gao, Peng, 2024. "Unleashing global potential: The impact of digital technology innovation on corporate international diversification," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
- Manish Mohan Baral & U. V. Adinarayana Rao & K. Srinivasa Rao & Girish Chandra Dey & Subhodeep Mukherjee & M. Arun Kumar, 2023. "Achieving Sustainability of SMEs Through Industry 4.0-Based Circular Economy," International Journal of Global Business and Competitiveness, Springer, vol. 18(2), pages 128-144, December.
- Wang, Baoyi & Khan, Inayat & Ge, Chenlu & Naz, Huma, 2024. "Digital transformation of enterprises promotes green technology innovation – The regulated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
- Renato Camodeca & Alex Almici, 2021. "Digital Transformation and Convergence toward the 2030 Agenda’s Sustainability Development Goals: Evidence from Italian Listed Firms," Sustainability, MDPI, vol. 13(21), pages 1-18, October.
- Imad Assarraj & Mohamed Al Maache, 2024. "The Impact of Digital Transformation on Corporate Social Responsibility (CSR): An Empirical Study of Companies Listed on the Casablanca Stock Exchange," Post-Print hal-04771367, HAL.
- Ayman wael AL-Khatib & Ahmed Shuhaiber, 2022. "Green Intellectual Capital and Green Supply Chain Performance: Does Big Data Analytics Capabilities Matter?," Sustainability, MDPI, vol. 14(16), pages 1-23, August.
- Päivi Luoma & Romana Rauter & Esko Penttinen & Anne Toppinen, 2023. "The value of data for environmental sustainability as perceived by the customers of a tissue‐paper supplier," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(6), pages 3110-3123, November.
- Wang, Feng & Rani, Tayyaba & Razzaq, Asif, 2024. "Resource curse, energy consumption, and moderating role of digital governance: Insights from South Asian countries," Resources Policy, Elsevier, vol. 98(C).
- Sayed Fayaz Ahmad & Muhammad Mansoor Alam & Mohd. Khairil Rahmat & Muhammad Khalil Shahid & Mahnaz Aslam & Nur Agus Salim & Mohammed Hasan Ali Al-Abyadh, 2023. "Leading Edge or Bleeding Edge: Designing a Framework for the Adoption of AI Technology in an Educational Organization," Sustainability, MDPI, vol. 15(8), pages 1-20, April.
- Sreenivasan Jayashree & Mohammad Nurul Hassan Reza & Chinnasamy Agamudai Nambi Malarvizhi & Hesti Maheswari & Zohre Hosseini & Azilah Kasim, 2021. "The Impact of Technological Innovation on Industry 4.0 Implementation and Sustainability: An Empirical Study on Malaysian Small and Medium Sized Enterprises," Sustainability, MDPI, vol. 13(18), pages 1-23, September.
- She, Yanan & Wang, Huan & Zhen, Shangsong & Peng, Yue & Wang, Wei & Liu, Yunqiang, 2025. "Two-way empowerment or one-way game? The impact of data factor endowment matching on enterprises’ green efficiency," Renewable and Sustainable Energy Reviews, Elsevier, vol. 208(C).
- Paula Benevene & Ilaria Buonomo, 2020. "Green Human Resource Management: An Evidence-Based Systematic Literature Review," Sustainability, MDPI, vol. 12(15), pages 1-25, July.
More about this item
Keywords
digital transformation; environmental awareness; energy use; resource use; sustainability; waste reduction; manufacturing industry;All these keywords.
Statistics
Access and download statisticsCorrections
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:17:y:2025:i:9:p:4073-:d:1647072. 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.