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Sustainable manufacturing in Industry 4.0: an emerging research agenda

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  1. Devika Kannan & Parvaneh Gholipour & Chunguang Bai, 2023. "Smart manufacturing as a strategic tool to mitigate sustainable manufacturing challenges: a case approach," Annals of Operations Research, Springer, vol. 331(1), pages 543-579, December.
  2. 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.
  3. Manjot Singh Bhatia & Saurabh Kumar, 2022. "Linking stakeholder and competitive pressure to Industry 4.0 and performance: Mediating effect of environmental commitment and green process innovation," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 1905-1918, July.
  4. Elisabeth Viles & María Sol Cavallieri & Florencia Kalemkerian & Jairo R. Montoya‐Torres & Javier Santos, 2024. "Assessing sustainable production: A selection of indicators aligned with the SDGs," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2530-2548, June.
  5. Deepak Datta Nirmal & K. Nageswara Reddy & Amrik S. Sohal & Minakshi Kumari, 2025. "Development of a framework for adopting Industry 4.0 integrated sustainable supply chain practices: ISM–MICMAC approach," Annals of Operations Research, Springer, vol. 348(3), pages 1387-1455, May.
  6. Nelli, Linnea & Virgillito, Maria Enrica & Vivarelli, Marco, 2025. "A Twin Transition or a Policy Flagship? Emergent Constellations and Dominant Blocks in Green and Digital Technologies," IZA Discussion Papers 17779, IZA Network @ LISER.
  7. Monica Singhania & Ibna Bhan & Surabhi Seth, 2025. "Digitalisation and Firm‐Level ESG Performance and Disclosures: A Scientometric Review and Research Agenda," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 4212-4236, October.
  8. Seelent, João Felipe Capioto & Lermen, Fernando Henrique & Franco, Cíntia Wilke & Benitez, Guilherme Brittes, 2025. "Managing paradoxical tensions between Corporate Social Responsibility and Automation: How organizations reach sustainability and digital transformation," International Journal of Production Economics, Elsevier, vol. 288(C).
  9. Sajid Nazir & Arsalan Zahid Piprani & Sumona Mukhuty & Arvind Upadhyay & Jyri Vilko & Wai Chuen Poon, 2026. "Industry 4.0 Integration for Sustainability and Value Creation: Moderating Role of Digital and Environmental Strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 35(2), pages 2192-2209, February.
  10. Ali Bastas, 2021. "Sustainable Manufacturing Technologies: A Systematic Review of Latest Trends and Themes," Sustainability, MDPI, vol. 13(8), pages 1-22, April.
  11. Suparak Suriyankietkaew & Suthep Nimsai, 2021. "COVID-19 Impacts and Sustainability Strategies for Regional Recovery in Southeast Asia: Challenges and Opportunities," Sustainability, MDPI, vol. 13(16), pages 1-28, August.
  12. Maria Polorecka & Jozef Kubas & Pavel Danihelka & Katarina Petrlova & Katarina Repkova Stofkova & Katarina Buganova, 2021. "Use of Software on Modeling Hazardous Substance Release as a Support Tool for Crisis Management," Sustainability, MDPI, vol. 13(1), pages 1-15, January.
  13. Andre Dionisio Rocha & Nelson Freitas & Duarte Alemão & Magno Guedes & Renato Martins & José Barata, 2021. "Event-Driven Interoperable Manufacturing Ecosystem for Energy Consumption Monitoring," Energies, MDPI, vol. 14(12), pages 1-19, June.
  14. Antonius Setyadi & Sundari Soekotjo & Setyani Dwi Lestari & Suharno Pawirosumarto & Alana Damaris, 2025. "Trends and Opportunities in Sustainable Manufacturing: A Systematic Review of Key Dimensions from 2019 to 2024," Sustainability, MDPI, vol. 17(2), pages 1-34, January.
  15. Shuigen Hu & Xianbo Wang, 2025. "A Text-Mining-Based Evaluation of Data Element Policies in China: Integrating the LDA and PMC Models in the Context of Green Development," Sustainability, MDPI, vol. 17(15), pages 1-36, July.
  16. Luis M. Camarinha-Matos & Andre Dionisio Rocha & Paula Graça, 2024. "Collaborative approaches in sustainable and resilient manufacturing," Journal of Intelligent Manufacturing, Springer, vol. 35(2), pages 499-519, February.
  17. Liu, Liang & Yang, Kun & Fujii, Hidemichi & Liu, Jun, 2021. "Artificial intelligence and energy intensity in China’s industrial sector: Effect and transmission channel," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 276-293.
  18. Hossein Rahnama & Kerstin Johansen & Lisa Larsson & Anna Öhrwall Rönnbäck, 2022. "Collaboration in Value Constellations for Sustainable Production: The Perspective of Small Technology Solution Providers," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
  19. Karine Borges de Oliveira & Otávio José de Oliveira, 2022. "Making Hospitals Sustainable: Towards Greener, Fairer and More Prosperous Services," Sustainability, MDPI, vol. 14(15), pages 1-21, August.
  20. Anbesh Jamwal & Niladri Palit & Sushma Kumari & Rajeev Agrawal & Monica Sharma, 2026. "A decision framework for SMEs to address sustainability issues with Industry 4.0 technologies," Annals of Operations Research, Springer, vol. 359(1), pages 615-643, April.
  21. Małgorzata Jasiulewicz-Kaczmarek & Katarzyna Antosz & Ryszard Wyczółkowski & Dariusz Mazurkiewicz & Bo Sun & Cheng Qian & Yi Ren, 2021. "Application of MICMAC, Fuzzy AHP, and Fuzzy TOPSIS for Evaluation of the Maintenance Factors Affecting Sustainable Manufacturing," Energies, MDPI, vol. 14(5), pages 1-30, March.
  22. Rodrigo Goyannes Gusmão Caiado & Renan Silva Santos & Carlos Alejandro Días Schery & Luiz Felipe Scavarda & Jose Arturo Garza‐Reyes, 2025. "Balancing Priorities: A Configurational Framework to Achieve Strategic Benefits From Sustainable Industry 4.0 Enablers in Operations and Supply Chain," Business Strategy and the Environment, Wiley Blackwell, vol. 34(3), pages 2934-2963, March.
  23. Jana Blštáková & Zuzana Joniaková & Nadežda Jankelová & Katarína Stachová & Zdenko Stacho, 2020. "Reflection of Digitalization on Business Values: The Results of Examining Values of People Management in a Digital Age," Sustainability, MDPI, vol. 12(12), pages 1-17, June.
  24. Usama Awan & Robert Sroufe & Karoly Bozan, 2022. "Designing Value Chains for Industry 4.0 and a Circular Economy: A Review of the Literature," Sustainability, MDPI, vol. 14(12), pages 1-20, June.
  25. Arpita Chari & Denis Niedenzu & Mélanie Despeisse & Carla Gonçalves Machado & João Domingues Azevedo & Rui Boavida‐Dias & Björn Johansson, 2022. "Dynamic capabilities for circular manufacturing supply chains—Exploring the role of Industry 4.0 and resilience," Business Strategy and the Environment, Wiley Blackwell, vol. 31(5), pages 2500-2517, July.
  26. Acquah, Innocent Senyo Kwasi & Quaicoe, Judith & Gatsi, John Gartchie, 2024. "Modelling circular economy capabilities and sustainable manufacturing practices for environmental performance: Assessing linear (PLS-SEM) and non-linear (fsQCA) effects," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  27. Srikant Gupta & Rajesh Kumar Singh & Chintan Amrit, 2025. "Integrating Industry 4.0 with Circular Economy Approach for Sustainable and Flexible Manufacturing Systems," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 26(1), pages 115-145, March.
  28. Anbesh Jamwal & Sushma Kumari & Rajeev Agrawal & Monica Sharma & Ismail Gölgeci, 2024. "Unlocking Circular Economy Through Digital Transformation: the Role of Enabling Factors in SMEs," International Journal of Global Business and Competitiveness, Springer, vol. 19(1), pages 24-36, June.
  29. Mahak Sharma & Pratibha Singh & Konstantinos Tsagarakis, 2024. "Strategic pathways to achieve Sustainable Development Goal 12 through Industry 4.0: Moderating role of institutional pressure," Business Strategy and the Environment, Wiley Blackwell, vol. 33(6), pages 5812-5838, September.
  30. Duan, Wenqi & Khurshid, Adnan & Khan, Khalid & Calin, Adrian Cantemir, 2024. "Transforming industry: Investigating 4.0 technologies for sustainable product evolution in china through a novel fuzzy three-way decision-making process," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  31. Wang, Yifei & He, Rui & Tian, Zhigang, 2023. "Opportunistic condition-based maintenance optimization for electrical distribution systems," Reliability Engineering and System Safety, Elsevier, vol. 236(C).
  32. Siltori, Patricia F.S. & Anholon, Rosley & Rampasso, Izabela Simon & Quelhas, Osvaldo L.G. & Santa-Eulalia, Luis A. & Leal Filho, Walter, 2021. "Industry 4.0 and corporate sustainability: An exploratory analysis of possible impacts in the Brazilian context," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
  33. Rodríguez-Espíndola, Oscar & Cuevas-Romo, Ana & Chowdhury, Soumyadeb & Díaz-Acevedo, Natalie & Albores, Pavel & Despoudi, Stella & Malesios, Chrisovalantis & Dey, Prasanta, 2022. "The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs," International Journal of Production Economics, Elsevier, vol. 248(C).
  34. Yang Lu, 2025. "The Current Status and Developing Trends of Industry 4.0: a Review," Information Systems Frontiers, Springer, vol. 27(1), pages 215-234, February.
  35. Luis Fonseca & António Amaral & José Oliveira, 2021. "Quality 4.0: The EFQM 2020 Model and Industry 4.0 Relationships and Implications," Sustainability, MDPI, vol. 13(6), pages 1-20, March.
  36. Krzysztof Ejsmont & Bartlomiej Gladysz & Aldona Kluczek, 2020. "Impact of Industry 4.0 on Sustainability—Bibliometric Literature Review," Sustainability, MDPI, vol. 12(14), pages 1-29, July.
  37. Małgorzata Jasiulewicz-Kaczmarek & Patryk Żywica & Arkadiusz Gola, 2021. "Fuzzy set theory driven maintenance sustainability performance assessment model: a multiple criteria approach," Journal of Intelligent Manufacturing, Springer, vol. 32(5), pages 1497-1515, June.
  38. Han, Hui & Trimi, Silvana, 2022. "Towards a data science platform for improving SME collaboration through Industry 4.0 technologies," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
  39. 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.
  40. Milad Elyasi & Simon Thevenin & Audrey Cerqueus, 2025. "Use of AI in assembly line design and worker and equipment management: review and future directions," Flexible Services and Manufacturing Journal, Springer, vol. 37(2), pages 367-408, June.
  41. Yu, Yubing & Zhang, Justin Zuopeng & Cao, Yanhong & Kazancoglu, Yigit, 2021. "Intelligent transformation of the manufacturing industry for Industry 4.0: Seizing financial benefits from supply chain relationship capital through enterprise green management," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
  42. Oana Camelia Iacob (Pargaru) & Radu Alexandru Chiotan & Ana Madalina Bigu (Potcovaru) & Ghenadie Ciobanu, "undated". "The Current State of Industrial Production in the European Union and New Recovery Solutions," BASIQ Conference Proceedings 2023:017, Bucharest University of Economic Studies.
  43. Meindl, Benjamin & Ayala, Néstor Fabián & Mendonça, Joana & Frank, Alejandro G., 2021. "The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
  44. Jing Li & Chien-Wen Chen & Chi-Hui Wu & Hsing-Chun Hung & Ching-Torng Lin, 2020. "How do Partners Benefit from IT Use in Supply-Chain Management: An Empirical Study of Taiwan’s Bicycle Industry," Sustainability, MDPI, vol. 12(7), pages 1-24, April.
  45. Jason Kobina Arku & Yunfei Shao & Shadrach Twumasi Ankrah, 2024. "Building a Hierarchical Enablers Framework for Service Business Model Innovation for Sustainable Performance: Evidence from Ghana’s Electricity Sector," Sustainability, MDPI, vol. 16(8), pages 1-23, April.
  46. Jinghua Liu & Muhammad Umer Quddoos & Muhammad Hanif Akhtar & Muhammad Sajid Amin & Muhammad Tariq & Arij Lamar, 2022. "Digital technologies and circular economy in supply chain management: in the era of COVID-19 pandemic," Operations Management Research, Springer, vol. 15(1), pages 326-341, June.
  47. Nelli, Linnea & Virgillito, Maria Enrica & Vivarelli, Marco, 2026. "A twin transition or a flagship policy? Emergent constellations and dominant blocks in green and digital technologies," Energy Policy, Elsevier, vol. 209(PA).
  48. Palash Saha & Subrata Talapatra & H. M. Belal & Victoria Jackson, 2022. "Unleashing the Potential of the TQM and Industry 4.0 to Achieve Sustainability Performance in the Context of a Developing Country," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 495-513, December.
  49. Veepan Kumar & Prem Vrat & Ravi Shankar, 2022. "Factors Influencing the Implementation of Industry 4.0 for Sustainability in Manufacturing," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 453-478, December.
  50. Nagarajan Harikannan & Sekar Vinodh, 2025. "State of art review on sustainable manufacturing and Industry 4.0," Business Strategy and the Environment, Wiley Blackwell, vol. 34(1), pages 872-913, January.
  51. Blichfeldt, Henrik & Faullant, Rita, 2021. "Performance effects of digital technology adoption and product & service innovation – A process-industry perspective," Technovation, Elsevier, vol. 105(C).
  52. 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).
  53. 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.
  54. Witold Torbacki, 2025. "Towards Sustainable Industry 4.0: An MCDA-Based Assessment Framework for Manufacturing and Logistics," Sustainability, MDPI, vol. 17(11), pages 1-28, June.
  55. Lei Shen & Cong Sun & Muhammad Ali, 2021. "Path of Smart Servitization and Transformation in the Textile Industry: A Case Study of Various Regions in China," Sustainability, MDPI, vol. 13(21), pages 1-15, October.
  56. Shao, Xue-Feng & Liu, Wei & Li, Yi & Chaudhry, Hassan Rauf & Yue, Xiao-Guang, 2021. "Multistage implementation framework for smart supply chain management under industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
  57. Abdulkarim Hasan Rashed, 2025. "The path toward the 2030 Agenda: the implementation status of sustainable development goals in the large industrial sector of Bahrain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 15393-15420, July.
  58. Alejandro M. Martín-Gómez & Alejandro Agote-Garrido & Juan Ramón Lama-Ruiz, 2024. "A Framework for Sustainable Manufacturing: Integrating Industry 4.0 Technologies with Industry 5.0 Values," Sustainability, MDPI, vol. 16(4), pages 1-18, February.
  59. Cumali Kılıç & Gaye Atilla, 2024. "Industry 4.0 and sustainable business models: An intercontinental sample," Business Strategy and the Environment, Wiley Blackwell, vol. 33(4), pages 3142-3166, May.
  60. Joma Aldrini & Ines Chihi & Lilia Sidhom, 2024. "Fault diagnosis and self-healing for smart manufacturing: a review," Journal of Intelligent Manufacturing, Springer, vol. 35(6), pages 2441-2473, August.
  61. Wai Sze Yip & Suet To & Hongting Zhou, 2022. "Current status, challenges and opportunities of sustainable ultra-precision manufacturing," Journal of Intelligent Manufacturing, Springer, vol. 33(8), pages 2193-2205, December.
  62. Andreas Felsberger & Gerald Reiner, 2020. "Sustainable Industry 4.0 in Production and Operations Management: A Systematic Literature Review," Sustainability, MDPI, vol. 12(19), pages 1-39, September.
  63. Ramin Bashir Khodaparasti & Hooshmand Bagheri Garabollagh, 2023. "Examining Circular Economy Practices and Sustainability Performance in Knowledge-Based Companies in Iran," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(62), pages 196-196, February.
  64. Rodrigo Goyannes Gusmão Caiado & Luiz Felipe Scavarda & Guilherme Vidal & Daniel Luiz de Mattos Nascimento & Jose Arturo Garza-Reyes, 2025. "A taxonomy of critical factors towards sustainable operations and supply chain management 4.0 in developing countries," Operations Management Research, Springer, vol. 18(2), pages 744-767, June.
  65. Henao, Rafael & Sarache, William, 2022. "Sustainable performance in manufacturing operations: The cumulative approach vs. trade-offs approach," International Journal of Production Economics, Elsevier, vol. 244(C).
  66. Salayeva, Guli & Reyimberganov, Baxrom, 2026. "Barriers to Digital Transformation of SMEs in Transition Economies: Implications for Green Growth," SocArXiv sfrkp_v1, Center for Open Science.
  67. Özköse, Hakan & Güney, Gül, 2023. "The effects of industry 4.0 on productivity: A scientific mapping study," Technology in Society, Elsevier, vol. 75(C).
  68. Favi, Claudio & Marconi, Marco & Mandolini, Marco & Germani, Michele, 2022. "Sustainable life cycle and energy management of discrete manufacturing plants in the industry 4.0 framework," Applied Energy, Elsevier, vol. 312(C).
  69. Lucero Jazmín Cuevas‐Pichardo & Gonzalo Maldonado‐Guzmán & Antonio Duréndez Gómez‐Guillamón & Jose Arturo Garza‐Reyes, 2025. "The Mediating Role of Circular Economy in the Relationship Between Industry 4.0 and Sustainable Performance in the Manufacturing Industry," Business Strategy and the Environment, Wiley Blackwell, vol. 34(2), pages 1735-1750, February.
  70. Malgorzata Brojak-Trzaskowska, 2024. "Eco-Innovation Versus Eco-Investment in the Context of Sustainable Development: The Perspective of Local and Regional Economies," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 838-848.
  71. Kazancoglu, Yigit & Sezer, Muruvvet Deniz & Ozkan-Ozen, Yesim Deniz & Mangla, Sachin Kumar & Kumar, Ajay, 2021. "Industry 4.0 impacts on responsible environmental and societal management in the family business," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  72. Ana Teresa Tavares-Lehmann & Celeste Varum, 2021. "Industry 4.0 and Sustainability: A Bibliometric Literature Review," Sustainability, MDPI, vol. 13(6), pages 1-15, March.
  73. Sehrish Atif & Shehzad Ahmed & Muhammad Wasim & Bassam Zeb & Zeeshan Pervez & Lorraine Quinn, 2021. "Towards a Conceptual Development of Industry 4.0, Servitisation, and Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 13(11), pages 1-27, June.
  74. Tat-Dat Bui & Hania Aminah & Ching-Hsin Wang & Ming-Lang Tseng & Mohammad Iranmanesh & Ming K. Lim, 2022. "Developing a Food and Beverage Corporate Sustainability Performance Structure in Indonesia: Enhancing the Leadership Role and Tenet Value from an Ethical Perspective," Sustainability, MDPI, vol. 14(6), pages 1-24, March.
  75. Peerally, Jahan Ara & Santiago, Fernando & De Fuentes, Claudia & Moghavvemi, Sedigheh, 2022. "Towards a firm-level technological capability framework to endorse and actualize the Fourth Industrial Revolution in developing countries," Research Policy, Elsevier, vol. 51(10).
  76. Qingyang Wu, 2023. "Sustainable growth through industrial robot diffusion: Quasi‐experimental evidence from a Bartik shift‐share design," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1107-1133, October.
  77. Bartlomiej Gladysz & Krzysztof Ejsmont & Aldona Kluczek & Donatella Corti & Stanislaw Marciniak, 2020. "A Method for an Integrated Sustainability Assessment of RFID Technology," Resources, MDPI, vol. 9(9), pages 1-24, September.
  78. Sharma, Nagendra Kumar & Kumar, Vimal & Verma, Pratima & Sharma, Mahak & Al Khalil, Ashwaq & Daim, Tugrul, 2024. "Industry 4.0 factors affecting SMEs towards sustainable manufacturing," Technology in Society, Elsevier, vol. 79(C).
  79. 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.
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