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A Digital Sustainability Maturity Framework for Assessing Industry 4.0 and ESG Integration Cover

A Digital Sustainability Maturity Framework for Assessing Industry 4.0 and ESG Integration

Open Access
|May 2026

References

  1. Abate, R., Gallo, M., Guizzi, G., Santillo, L.C., 2025. Dynamic Sustainability Assessment: Enhancing the RAMI 4.0 Model for Environmental Integration in Industry 4.0. IFAC-PapersOnLine, 59, (10), 1964-1969. DOI: 10.1016/j.ifacol.2025.09.330.
  2. Awotunde, J.B., Muduli, K., Brahma, B. (Eds.). (2025). Computational Intelligence for Analysis of Trends in Industry 4.0 and 5.0 (1st ed.). Auerbach Publications. DOI: 10.1201/9781003533023.
  3. Blaber, Z., Gougoumanova, G.,2024. Analytical Thinking in Accounting Education: Student Use of the Sustainability Accounting Standards Board (SASB) Navigator Database, Springer Proceedings in Business and Economics [In:] Tankiso. M., Babu. G. (ed.), Towards Digitally Transforming Accounting and Business Processes, 853-863, Springer, DOI: 10.1007/978-3-031-46177-4_46.
  4. Binder, C., Riedmann, S., Neureiter, C., Vollmar, J., Gupta, R., Calà, A. Lüder,A., 2025. Bridging the Gap: Deriving Specific Reference Architectures from RAMI 4.0 for Flexible Production Systems. IFACPapersOnLine, 59(10), 1119-1124. DOI: 10.1016/j.ifacol.2025.09.189.
  5. Boulitama, O., Lhamidi, S., Taifi, R., & Sabiri, B. (2025). Digital transformation and supply chain capabilities: a sectoral maturity perspective in Morocco. Polish Journal of Management Studies, 31(2), 61-80. DOI: 10.17512/pjms.2025.32.1.04
  6. Bux, C., Geatti, P., Sebastiani, S., Del Chicca, A., Giungato, P., Tarabella, A., & Tricase, C., 2025. Toward an Experimental Common Framework for Measuring Double Materiality in Companies. Sustainability, 17(14), 6518. DOI: 10.3390/su17146518.
  7. Cahan, S.F., Chen, L., Wei, Y., 2025. Do sustainability standards improve the information environment? Evidence from the influence of SASB standards on disagreement among ESG rating agencies. Meditari Accountancy Research, ahead-of-print, DOI: 10.1108/MEDAR-08-2024-2600.
  8. Czerwińska, K., Pacana, A. 2022. Analysis of the maturity of process monitoring in manufacturing companies. Production Engineering Archives, 28(3), 2022. 246-251. DOI: 10.30657/pea.2022.28.30.
  9. da Rocha, T., Szejka, A.L., Osiris Canciglieri Junior. O., Rocha Loures E. da F., 2020. A Preliminary Discussion of the ACATECH 4.0 and AHP to Measure Enterprise Maturity Level Index. [In:] Pokojski J., et al. (Eds.). Transdisciplinary Engineering for Complex Socio-technical Systems – Real-life Applications, Proceedings of the 27th ISTE International Conference on Transdisciplinary Engineering, July 1 – July 10, 2020, 143-150, doi:10.3233/ATDE200071.
  10. Directive (EU) 2022/2464 of the European Parliament and of the Council of 14 December 2022 amending Regulation (EU) No 537/2014, Directive 2004/109/EC, Directive 2006/43/EC and Directive 2013/34/EU, as regards corporate sustainability reporting (Text with EEA relevance) https://eur-lex.europa.eu/eli/dir/2022/2464/oj/eng (Access 15.12.2025).
  11. Dung, L.T., Binh, N.T., 2026. From Digital Roots to Sustainable Routes: Integrating Sharing Economy and ESG for SMEs’ Sustainable Export Competitiveness. Corporate Social Responsibility and Environmental Management, 1-25. DOI: 10.1002/csr.70468.
  12. Durana, P., Perkins, N., Valaskova, K., 2021. Artificial Intelligence Data-driven Internet of Things Systems, Real-Time Advanced Analytics, and Cyber-Physical Production Networks in Sustainable Smart Manufacturing. Economics, Management, and Financial Markets, 16(1), 20–30. DOI: 10.22381/emfm16120212.
  13. Dwivedy, M., Pandit, D., Khatter, K., 2025. Assessment of Smart Manufacturing Readiness for Small and Medium Enterprises in the Indian Automotive Sector. Sustainability, 17(18), 8096. DOI: 10.3390/su17188096.
  14. European Sustainability Reporting Standards) (https://www.unepfi.org/impact/interoperability/european-sustainability-reporting-standards-esrs/) (Access 10.12.2025).
  15. Guimarães, A., Reis, P., Pereira, T., Marques Cardoso, A.J., 2025. Industry 4.0 in Portugal: validation of a readiness assessment model through an empirical approach. Benchmarking: An International Journal, ahead-of-print. DOI: 10.1108/BIJ-02-2025-0121.
  16. Hąbek, P. (2025). Evaluating ESG Software Solutions for Sustainability Reporting in the Manufacturing Sector. Management Systems in Production Engineering, 33(3), 420-432. DOI: 10.2478/mspe-2025-0041.
  17. Hassanpourroudbeneh, F., Zangeneh, P., 2026. Sustainability assessment of Las Bambas copper mine: Reviewing disclosures. The Extractive Industries and Society, 25, 101787, DOI: 10.1016/j.exis.2025.101787.
  18. Heldmann, J., Dang,H.D., Brückner, T., 2025. Investing in a low-carbon transition: Carbon footprint savings with green MSCI indices. Journal of Environmental Management, 393, 126022, DOI: 10.1016/j.jenvman.2025.126022.
  19. Hien, H.T., Thanh, LV., Phi, SN., Le T.-A., 2026. Bibliometric analysis of corporate social responsibility and tax avoidance. Discover Sustainability 7, 105. DOI: 10.1007/s43621-025-02420-1.
  20. Ingaldi, M., Ulewicz, R. 2025. Sustainable development and technological advancements in Industry 4.0: Overcoming barriers in SME sector integration. Management Systems in Production Engineering, 33(2), 144–162, DOI: 10.2478/mspe-2025-0015.
  21. Kagermann, H., Anderl, R., Gausemeier, J., Schuh, G., Wahlster W. 2016. Industrie 4.0 in a Global Context – Strategies for Cooperating with International Partners. acatech – National Academy of Science and Engineering. Munich: Herbert Utz Verlag. https://en.acatech.de/publication/industrie-4-0-in-a-global-context-strategies-for-cooperating-with-international-partners/ (Access 16.12.2025).
  22. Kucęba, R., 2025. The Impact of ESG Reporting on the Multidimensional Activities of Modern Companies. System Safety: Human - Technical Facility - Environment, 7(1), 19-28. DOI: 10.2478/czoto-2025-0003.
  23. Li, T.-T., Wang, K., Sueyoshi, T., Wang, D.D., 2021. ESG: Research progress and future prospects. Sustainability, 13(21), 11663. DOI: 10.3390/su132111663.
  24. Marszałek-Kotzur, I., 2025. Artificial intelligence in industry – Ethical challenges. Production Engineering Archives, 31(4), 550–564. DOI: 10.30657/pea.2025.31.51.
  25. Mazur, M., Ingaldi, M., 2025. Strategies for Solar Energy Utilization in Businesses: A Business Model Canvas Approach. Energies, 18(24), 6533. DOI: 10.3390/en18246533.
  26. Mendonca, R.S., Medeiros, R.L.P., Silva, L.E.S.e., Silva, R.G.G., Santos, L.G.S., de Lucena, V.F., Jr., 2025. Enabling Technologies of Industry 4.0 for the Modernization of an Industrial Process. Processes, 13(8), 2488. DOI:10.3390/pr13082488.
  27. Othen, R., Padberg, J., Möbitz, C., Gries, T. 2025. Digital transformation in the paper industry: Assessing maturity, challenges, and opportunities. Sustainability, 17(2), 770. DOI: 10.3390/su17020770.
  28. Rosak-Szyrocka, J., 2025. From CSR to ESG – The new era in corporate responsibility. System Safety: Human - Technical Facility - Environment, 7(1), 234–246. DOI: 10.2478/czoto-2025-0022.
  29. Rosak-Szyrocka, J., Knop, K., 2024. Navigating the Fourth Industrial Revolution: insights from a comprehensive bibliometric study on Industry 4.0. Production Engineering Archives, 30(4), 501-519. DOI: 10.30657/pea.2024.30.47.
  30. Sá, J. C., Oliveira, A., Hines, P., Mourão, Filipa, McDermott, O., Marques, P. A., Zouari, A., Pathania, A., Ulewicz, R., 2025. The effects of Lean and people’s behaviours on Occupational Safety. Production Engineering Archives, 31(1), 1–14. DOI: 10.30657/pea.2025.31.1.
  31. Sajjad, A., Ahmad, W., Hussain, S., Chuddher, B.A., Sajid, M., Jahanjaib, M., Ali, M.K., Jawad, M.,2024. Assessment by Lean Modified Manufacturing Maturity Model for Industry 4.0: A Case Study of Pakistan’s Manufacturing Sector. IEEE Transactions on Engineering Management, 71, 6420-6434, DOI: 10.1109/TEM.2023.3259005.
  32. Schuh, G., Bleider, M., Hoffmann, J., Hartard, E., Heisenberger, P., Zeller. V., 2019. Systematic Analysis of IT Complexity Challenges Hindering the Implementation of Industrie 4.0 Roadmaps. [In:] Proceedings of the 5th International Conference on e-Society, e-Learning and e-Technologies (ICSLT ‘19). Association for Computing Machinery, New York, NY, USA, 104–108. DOI: 10.1145/3312714.3312716.
  33. Sira, M., 2025. A gap analysis framework for enterprise AI implementation. Production Engineering Archives, 31(3), 291–310. DOI: 10.30657/pea.2025.31.28.
  34. Songkhwan, S., Meathawiroon, C., & Thunyachairat, A., 2025. The influence of lean manufacturing and green supply chain management on firm performance: The mediating role of supply chain resilience. Production Engineering Archives, 31(1), 41–53. DOI: 10.30657/pea.2025.31.4.
  35. Steidle, C., Ostojic, S., Achterfeldt, S., Traverso, M., 2025. Small players, big impact? Unveiling practices and challenges of sustainability reporting by German SMEs. Discovery Sustainability, 6, 780. DOI: 10.1007/s43621-025-01727-3.
  36. Sun, Y., Lu, Y., Wu, Y., Xu, C., Davey, H., 2026. Synergizing ESG and Digital Transformation for Corporate Decarbonization. Business Strategy and the Environment, 35, (2), 2581–2599. DOI: 10.1002/bse.70262.
  37. Sunder, V.M., Prashar, A., Tortorella, G.L., Sreedharan, V.R., 2024. Role of Organizational Learning on Industry 4.0 Awareness and Adoption for Business Performance Improvement. IEEE Transactions on Engineering Management, 71, 4904-4917, DOI: 10.1109/TEM.2023.3235660.
  38. Ślusarczyk, B. (2025). Analysis of the benefits of implementing the industry 4.0 concept in enterprises. Polish Journal of Management Studies, 32(1), 231-250, DOI: 17512/pjms.2025.32.1.14
  39. Tancke, L., Užík, M., Block, S., Glova, J., Boha H., 2023. Managerial perspective on ESG and financial performance of car manufacturers. Polish Journal of Management Studies, 28(1), 330–343. DOI: 10.17512/pjms.2023.28.1.19.
  40. Vijaya, A., Dzaudan Qadri, F.D., Angreani, L.S., Wicaksono, H., 2026. From fragmentation to interoperability: How semantic models transform environmental, social, governance (ESG) reporting, knowledge, and sustainability governance. Journal of Innovation & Knowledge, 13, 100924. DOI: 10.1016/j.jik.2025.100924.
  41. Wu, Q., Gao, X., Lipovka, A. 2026. Integration of Artificial Intelligence into Human Resource Management in Manufacturing Enterprises: A Systematic Literature Review of Challenges, Approaches, and Evolution (2000–2025). Sustainability, 18(5), 2618. DOI: 10.3390/su18052618.
  42. Yoo, S., Managi, S. 2022. Disclosure or action: Evaluating ESG behavior towards financial performance. Finance Research Letters, 44 (C), 102108. DOI: 10.1016/j.frl.2021.102108.
  43. Zhao, X., Chen, X., Lee, C.-C., 2026. Towards green transformation: Digital finance and green technology innovation in renewable energy enterprises. Renewable Energy, 259, 125037, DOI: 10.1016/j.renene.2025.125037.
  44. Schumacher, A., Erol, S., Sihn, W., 2016. A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises. Procedia CIRP, 52, 161–166. DOI: 10.1016/j.procir.2016.07.040.
  45. Zoubek, M., Poor, P., Broum, T., Basl, J., Simon, M., 2021. Industry 4.0 Maturity Model Assessing Environmental Attributes of Manufacturing Company. Applied Sciences, 11(11), 5151. DOI: 10.3390/app11115151.
  46. Chen, D., Wang, S.,(2024. Digital transformation, innovation capabilities, and servitization as drivers of ESG performance in manufacturing SMEs. Scientific Reports, 14, 24516. DOI: 10.1038/s41598-024-76416-8.
  47. Liu, X., Wang, L., 2025. Digital transformation, ESG performance and enterprise innovation. Scientific Reports, 15, 23874. DOI: 10.1038/s41598-025-08850-1.
  48. Marczewska, M., Hegerty, S.W., Panwar, R., Kostrzewski, M., 2025. Digital transformation, ESG, and companies’ performance: an exploratory study of the European food sector. The Journal of Technology Transfer, 50, 883–907, DOI: 10.1007/s10961-025-10247-1.
  49. Steidle, C., Ostojic, S., Achterfeldt, S., Traverso, M., 2025. Small players, big impact? Unveiling practices and challenges of sustainability reporting by German SMEs. Discover Sustainability, 6, 780. DOI: 10.1007/s43621-025-01727-3.
  50. Vijaya, A., Dzaudan Qadri, F.D., Angreani, L.S., Wicaksono, H., 2026. From fragmentation to interoperability: How semantic models transform environmental, social, governance (ESG) reporting, knowledge, and sustainability governance. Journal of Innovation & Knowledge, 13, 100924. DOI: 10.1016/j.jik.2025.100924.
  51. Agrawal K., Nargund, N., 2024. Deep Learning in Industry 4.0: Transforming Manufacturing Through Data-Driven Innovation. [In:] Distributed Computing and Intelligent Technology: 20th International Conference, ICDCIT 2024, Bhubaneswar, India, January 17–20, 2024, Proceedings. Springer-Verlag, Berlin, Heidelberg, 222–236. DOI: 10.1007/978-3-031-50583-6_15.
  52. Bibby, L., Dehe, B., 2019. An Industry 4.0 maturity model proposal. Journal of Manufacturing Technology Management, 31(5), 1023–1043. DOI: 10.1108/JMTM-09-2018-0284.
DOI: https://doi.org/10.30657/pea.2026.32.21 | Journal eISSN: 2353-7779 | Journal ISSN: 2353-5156
Language: English
Page range: 262 - 277
Submitted on: Feb 17, 2026
Accepted on: Apr 10, 2026
Published on: May 8, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Manuela Ingaldi, Robert Ulewicz, published by Quality and Production Managers Association
This work is licensed under the Creative Commons Attribution 4.0 License.