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Nexus Effect of Industry 4.0 and Circular Economy Practices in Achieving Sustainable Development Goals

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Abstract

The Sustainable Development Goals (SDGs) encourage sustainable practices in organisations opting to use renewable energy resources. The current study focuses on the development of a framework for the adoption of Industry 4.0 technologies (I4.0T) and Circular Economy (CE) practices that can help to achieve the SDGs for the manufacturing sector. The I4.0T-CE practices and the performance metrics were identified from the literature. The Pythagorean fuzzy analytical hierarchy process (PF-AHP) was used to compute the weights of the 30 identified I4.0-CE practices and the Pythagorean fuzzy combined compromise solution (PF-CoCoSo) method was used to prioritise the 18 performance metrics. The PF-AHP and the PF-CoCoSo are the advanced computational methods used in multi-criteria decision analysis. The data was collected from 15 experts of Indian manufacturing industries. The industrial expert panel was asked to provide their input through a pairwise comparison matrix. The analysis of the results shows that the top three I4.0-CE practices are “Reduced”, “Collaborations and Partnerships” and “Continuous Improvement”. In contrast, the top three performance metrics are the “No. of global policy measures”, “No. of government budget appropriations” and “No. of innovation using low carbon technologies”. The study contributes to industrial practitioners in implementation, and researchers in theoretical enhancement. The performance metrics enable tracking progress, identifying improvement areas, and making informed decisions for achieving SDGs.

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References

  1. Abdullah NHN, Sanusi S (2023) Circular Supply Chain Management in Manufacturing Companies, pp 395–411. https://doi.org/10.4018/978-1-6684-7664-2.ch019

    Book  Google Scholar 

  2. Ajwani-Ramchandani R, Figueira S, Torres de Oliveira R, Jha S, Ramchandani A, Schuricht L (2021) Towards a circular economy for packaging waste by using new technologies: The case of large multinationals in emerging economies. J Clean Prod 281:125139. https://doi.org/10.1016/j.jclepro.2020.125139

    Article  Google Scholar 

  3. Andronie, M., Lăzăroiu, G., Ștefănescu, R., Uță, C., & Dijmărescu, I. (2021). Sustainable, smart, and sensing technologies for cyber-physical manufacturing systems: A systematic literature review. In Sustainability (Switzerland) (Vol. 13, Issue 10). MDPI AG. https://doi.org/10.3390/su13105495

    Chapter  Google Scholar 

  4. Arora NK, Mishra I (2019) United Nations Sustainable Development Goals 2030 and environmental sustainability: race against time. Environ Sustain 2(4):339–342. https://doi.org/10.1007/s42398-019-00092-y

    Article  Google Scholar 

  5. Baah C, Opoku-Agyeman D, Acquah ISK, Agyabeng-Mensah Y, Afum E, Faibil D, Abdoulaye FAM (2021) Examining the correlations between stakeholder pressures, green production practices, firm reputation, environmental and financial performance: Evidence from manufacturing SMEs. Sustain Prod Consum 27:100–114. https://doi.org/10.1016/j.spc.2020.10.015

    Article  Google Scholar 

  6. Bag S, Gupta S, Kumar S (2021) Industry 4.0 adoption and 10R advance manufacturing capabilities for sustainable development. Int J Prod Econ 231:107844. https://doi.org/10.1016/j.ijpe.2020.107844

    Article  Google Scholar 

  7. Bag S, Pretorius JHC (2022) Relationships between industry 4.0, sustainable manufacturing and circular economy: proposal of a research framework. Int J Organ Anal 30(4):864–898. https://doi.org/10.1108/IJOA-04-2020-2120

    Article  Google Scholar 

  8. Bai C, Zhou H, Sarkis J (2023) Evaluating Industry 4.0 technology and sustainable development goals – a social perspective. Int J Prod Res:1–21. https://doi.org/10.1080/00207543.2022.2164375

  9. Belmonte-Ureña LJ, Plaza-Úbeda JA, Vazquez-Brust D, Yakovleva N (2021) Circular economy, degrowth and green growth as pathways for research on sustainable development goals: A global analysis and future agenda. Ecol Econ 185:107050. https://doi.org/10.1016/j.ecolecon.2021.107050

    Article  Google Scholar 

  10. Bjørnbet MM, Skaar C, Fet AM, Schulte KØ (2021) Circular economy in manufacturing companies: A review of case study literature. J Clean Prod 294:126268. https://doi.org/10.1016/j.jclepro.2021.126268

    Article  Google Scholar 

  11. Chauhan C, Kaur P, Arrawatia R, Ractham P, Dhir A (2022) Supply chain collaboration and sustainable development goals (SDGs). Teamwork makes achieving SDGs dream work. J Bus Res 147:290–307. https://doi.org/10.1016/j.jbusres.2022.03.044

    Article  Google Scholar 

  12. Chen W (2023) Digital economy development, corporate social responsibility and low-carbon innovation. Corp Soc Responsib Environ Manag 30(4):1664–1679. https://doi.org/10.1002/csr.2443

    Article  Google Scholar 

  13. Chen W-M, Kim H (2019) Circular economy and energy transition: A nexus focusing on the non-energy use of fuels. Energy Environ 30(4):586–600. https://doi.org/10.1177/0958305X19845759

    Article  Google Scholar 

  14. COMPREHENSIVE LITERATURE STUDY ON INDUSTRY 4.0. (n.d.). https://www.facebook.com/smnsakib.information

  15. Condemi A, Cucchiella F, Schettini D (2019) Circular economy and e-waste: An opportunity from RFID TAGs. Appl Sci (Switzerland) 9(16). https://doi.org/10.3390/app9163422

  16. Dantas TET, Souza ED, Destro IR, Hammes G, Rodriguez CMT, Soares SR (2021) How the combination of Circular Economy and Industry 4.0 can contribute towards achieving the Sustainable Development Goals. Sustain Prod Consum 26:213–227. https://doi.org/10.1016/j.spc.2020.10.005

    Article  Google Scholar 

  17. De Marchi V, Di Maria E (2020) Achieving Circular Economy Via the Adoption of Industry 4.0 Technologies: A Knowledge Management Perspective, pp 163–178. https://doi.org/10.1007/978-3-030-43589-9_7

    Book  Google Scholar 

  18. de Sousa Jabbour ABL, Jabbour CJC, Foropon C, Godinho Filho M (2018) When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors. Technol Forecast Soc Chang 132:18–25. https://doi.org/10.1016/j.techfore.2018.01.017

    Article  Google Scholar 

  19. Despeisse M, Baumers M, Brown P, Charnley F, Ford SJ, Garmulewicz A, Knowles S, Minshall THW, Mortara L, Reed-Tsochas FP, Rowley J (2017) Unlocking value for a circular economy through 3D printing: A research agenda. Technol Forecast Soc Chang 115:75–84. https://doi.org/10.1016/j.techfore.2016.09.021

    Article  Google Scholar 

  20. Dong K, Li J, Dong X (2023) How do green product exports affect carbon emissions? Evidence from China. Chinese J Popul, Resourc Environ 21(2):43–51. https://doi.org/10.1016/j.cjpre.2023.06.001

    Article  Google Scholar 

  21. Eisen C, Schenten J, Theis A, Rehn-Groenendijk J, Helferich M, Müller H, Hanss D (2024) Toward system innovation for more sustainable chemistry: insights into consumers’ perceptions, knowledge, and behavior related to traceability and product design strategies along leather supply chains. Front Sustain 5:1351638. https://doi.org/10.3389/frsus.2024.1351638

    Article  Google Scholar 

  22. Elistia E, Syahzuni BA (2018) The correlation of the human development index (hdi) towards economic growth (gdp per capita) in 10 asean member countries. Jhss (J Human Soc Stud) 2(2):40–46. https://doi.org/10.33751/jhss.v2i2.949

    Article  Google Scholar 

  23. Esmaeilian B, Sarkis J, Lewis K, Behdad S (2020) Blockchain for the future of sustainable supply chain management in Industry 4.0. Resour Conserv Recyc 163. https://doi.org/10.1016/j.resconrec.2020.105064

  24. Fatimah YA, Govindan K, Murniningsih R, Setiawan A (2020) Industry 4.0 based sustainable circular economy approach for smart waste management system to achieve sustainable development goals: A case study of Indonesia. J Clean Prod 269:122263. https://doi.org/10.1016/j.jclepro.2020.122263

    Article  Google Scholar 

  25. Foster W, Azimov U, Gauthier-Maradei P, Molano LC, Combrinck M, Munoz J, Esteves JJ, Patino L (2021) Waste-to-energy conversion technologies in the UK: Processes and barriers – A review. Renew Sust Energ Rev 135:110226. https://doi.org/10.1016/j.rser.2020.110226

    Article  CAS  Google Scholar 

  26. Garcia-Muiña F, González-Sánchez R, Ferrari A, Settembre-Blundo D (2018) The Paradigms of Industry 4.0 and Circular Economy as Enabling Drivers for the Competitiveness of Businesses and Territories: The Case of an Italian Ceramic Tiles Manufacturing Company. Soc Sci 7(12):255. https://doi.org/10.3390/socsci7120255

    Article  Google Scholar 

  27. Garcia-Muiña FE, González-Sánchez R, Ferrari AM, Volpi L, Pini M, Siligardi C, Settembre-Blundo D (2019) Identifying the Equilibrium Point between Sustainability Goals and Circular Economy Practices in an Industry 4.0 Manufacturing Context Using Eco-Design. Soc Sci 8(8):241. https://doi.org/10.3390/socsci8080241

    Article  Google Scholar 

  28. Gebara CH, Laurent A (2023) National SDG-7 performance assessment to support achieving sustainable energy for all within planetary limits. Renew Sust Energ Rev 173:112934. https://doi.org/10.1016/j.rser.2022.112934

    Article  Google Scholar 

  29. Ghoreishi M, Happonen A (2020) Key enablers for deploying artificial intelligence for circular economy embracing sustainable product design: Three case studies AIP Conference Proceedings, vol 2233. https://doi.org/10.1063/5.0001339

    Book  Google Scholar 

  30. Govindan K, Hasanagic M (2018) A systematic review on drivers, barriers, and practices towards circular economy: a supply chain perspective. Int J Prod Res 56(1–2):278–311. https://doi.org/10.1080/00207543.2017.1402141

    Article  Google Scholar 

  31. Hannan MA, Begum RA, Al-Shetwi AQ, Ker PJ, Al Mamun MA, Hussain A, Basri H, Mahlia TMI (2020) Waste collection route optimisation model for linking cost saving and emission reduction to achieve sustainable development goals. Sustain Cities Soc 62:102393. https://doi.org/10.1016/j.scs.2020.102393

    Article  Google Scholar 

  32. Haščič I, Migotto M (n.d.) Measuring environmental innovation using patent data. https://doi.org/10.1787/5js009kf48xw-en

  33. Helander H, Petit-Boix A, Leipold S, Bringezu S (2019) How to monitor environmental pressures of a circular economy: An assessment of indicators. J Ind Ecol 23(5):1278–1291. https://doi.org/10.1111/jiec.12924

    Article  Google Scholar 

  34. Jelinek T, Bhave A, Buchoud N, Bühler MM, Glauner P, Inderwildi O, Kraft M, Mok C, Nübel K, Voss A (2024) International Collaboration: Mainstreaming Artificial Intelligence and Cyberphysical Systems for Carbon Neutrality. IEEE Trans Ind Cyber-Phys Syst 2:26–34. https://doi.org/10.1109/ticps.2024.3351624

    Article  Google Scholar 

  35. Kayikci Y, Kazancoglu Y, Gozacan-Chase N, Lafci C (2022) Analyzing the drivers of smart sustainable circular supply chain for sustainable development goals through stakeholder theory. Bus Strateg Environ 31(7):3335–3353. https://doi.org/10.1002/bse.3087

    Article  Google Scholar 

  36. Khan AA, Abonyi J (2022) Simulation of Sustainable Manufacturing Solutions: Tools for Enabling Circular Economy. Sustainability (Switzerland) 14(15). https://doi.org/10.3390/su14159796

  37. Khan A, Turowski K (2016) A survey of current challenges in manufacturing industry and preparation for industry 4.0. Adv Intel Syst Comput 450:15–26. https://doi.org/10.1007/978-3-319-33609-1_2

    Article  Google Scholar 

  38. Khan MAR, Bilal A (2019) Literature Survey about Elements of Manufacturing Shop Floor Operation Key Performance Indicators. In: 2019 5th International Conference on Control, Automation and Robotics (ICCAR), pp 586–592. https://doi.org/10.1109/ICCAR.2019.8813436

    Chapter  Google Scholar 

  39. Khan SAR, Razzaq A, Yu Z, Miller S (2021) Industry 4.0 and circular economy practices: A new era business strategies for environmental sustainability. Bus Strateg Environ 30(8):4001–4014. https://doi.org/10.1002/bse.2853

    Article  Google Scholar 

  40. Khan S, Haleem A (2021) Investigation of circular economy practices in the context of emerging economies: a CoCoSo approach. Int J Sustain Eng 14(3):357–367. https://doi.org/10.1080/19397038.2020.1871442

    Article  Google Scholar 

  41. Kiel D, Müller JM, Arnold C, Voigt K-I (2017) Sustainable industrial value creation: benefits and challenges of industry 4.0. Int J Innov Manag 21(08):1740015. https://doi.org/10.1142/S1363919617400151

    Article  Google Scholar 

  42. Klimenko VV, Klimenko AV, Tereshin AG (2019) From Rio to Paris via Kyoto: How the Efforts to Protect the Global Climate Affect the World Energy Development. Therm Eng 66(11):769–778. https://doi.org/10.1134/S0040601519110028

    Article  CAS  Google Scholar 

  43. Kurniawan TA, Liang X, O’Callaghan E, Goh H, Othman MHD, Avtar R, Kusworo TD (2022) Transformation of Solid Waste Management in China: Moving towards Sustainability through Digitalization-Based Circular Economy. Sustainability 14(4):2374. https://doi.org/10.3390/su14042374

    Article  CAS  Google Scholar 

  44. Kurniawan TA, Meidiana C, Dzarfan Othman MH, Goh HH, Chew KW (2023) Strengthening waste recycling industry in Malang (Indonesia): Lessons from waste management in the era of Industry 4.0. J Clean Prod 382:135296. https://doi.org/10.1016/j.jclepro.2022.135296

    Article  Google Scholar 

  45. Lahane S, Kant R (2021) A hybrid Pythagorean fuzzy AHP – CoCoSo framework to rank the performance outcomes of circular supply chain due to adoption of its enablers. Waste Manag 130:48–60. https://doi.org/10.1016/j.wasman.2021.05.013

    Article  Google Scholar 

  46. Laskurain-Iturbe I, Arana-Landín G, Landeta-Manzano B, Uriarte-Gallastegi N (2021) Exploring the influence of industry 4.0 technologies on the circular economy. J Clean Prod 321:128944. https://doi.org/10.1016/j.jclepro.2021.128944

    Article  Google Scholar 

  47. Lin CSK, Pfaltzgraff LA, Herrero-Davila L, Mubofu EB, Abderrahim S, Clark JH, Koutinas AA, Kopsahelis N, Stamatelatou K, Dickson F, Thankappan S, Mohamed Z, Brocklesby R, Luque R (2013) Food waste as a valuable resource for the production of chemicals, materials and fuels. Current situation and global perspective. Energy Environ Sci 6(2):426. https://doi.org/10.1039/c2ee23440h

    Article  CAS  Google Scholar 

  48. Mageto, J. (2022). Current and Future Trends of Information Technology and Sustainability in Logistics Outsourcing. In Sustainability (Switzerland) (Vol. 14, Issue 13). MDPI. https://doi.org/10.3390/su14137641

    Chapter  Google Scholar 

  49. Maitre-Ekern E (2021) Re-thinking producer responsibility for a sustainable circular economy from extended producer responsibility to pre-market producer responsibility. J Clean Prod 286:125454. https://doi.org/10.1016/j.jclepro.2020.125454

    Article  Google Scholar 

  50. Mantlana KB, Maoela MA (2020) Map** the interlinkages between sustainable development goal 9 and other sustainable development goals: A preliminary exploration. Bus Strat Develop 3(3):344–355. https://doi.org/10.1002/bsd2.100

    Article  Google Scholar 

  51. Moktadir MA, Rahman T, Rahman MH, Ali SM, Paul SK (2018) Drivers to sustainable manufacturing practices and circular economy: A perspective of leather industries in Bangladesh. J Clean Prod 174:1366–1380. https://doi.org/10.1016/j.jclepro.2017.11.063

    Article  Google Scholar 

  52. Nobre AG, Martínez JAE, Florêncio O (2021) Mineral Nanotechnology in Circular Economy. In: Smart Innovation, Systems and Technologies, vol 233, pp 220–226. https://doi.org/10.1007/978-3-030-75680-2_26

    Chapter  Google Scholar 

  53. Nordhaus W (2018) Projections and Uncertainties about Climate Change in an Era of Minimal Climate Policies. Am Econ J Econ Pol 10(3):333–360. https://doi.org/10.1257/pol.20170046

    Article  Google Scholar 

  54. Palsodkar M, Yadav G, Nagare MR (2023) Integrating Industry 4.0 and agile new product development practices to evaluate the penetration of sustainable development goals in manufacturing industries. J Eng, Des Technol. https://doi.org/10.1108/JEDT-02-2022-0101

  55. Patyal, V. S., Sarma, P. R. S., Modgil, S., Nag, T., & Dennehy, D. (2022). Map** the links between Industry 4.0, circular economy and sustainability: a systematic literature review. In Journal of Enterprise Information Management (Vol. 35, Issue 1, pp. 1–35). Emerald Group Holdings Ltd. https://doi.org/10.1108/JEIM-05-2021-0197

    Chapter  Google Scholar 

  56. Peng X, Huang H (2020) Fuzzy decision making method based on cocoso with critic for financial risk evaluation. Technol Econ Dev Econ 26(4):695–724. https://doi.org/10.3846/tede.2020.11920

    Article  Google Scholar 

  57. Pham TT, Kuo TC, Tseng ML, Tan RR, Tan K, Ika DS, Lin CJ (2019) Industry 4.0 to accelerate the circular economy: A case study of electric scooter sharing. Sustainability (Switzerland) 11(23). https://doi.org/10.3390/su11236661

  58. Pinheiro MAP, Jugend D, Lopes de Sousa Jabbour AB, Chiappetta Jabbour CJ, Latan H (2022) Circular economy-based new products and company performance: The role of stakeholders and Industry 4.0 technologies. Bus Strateg Environ 31(1):483–499. https://doi.org/10.1002/bse.2905

    Article  Google Scholar 

  59. Puntillo P (2023) Circular economy business models: Towards achieving sustainable development goals in the waste management sector—Empirical evidence and theoretical implications. Corp Soc Responsib Environ Manag 30(2):941–954. https://doi.org/10.1002/csr.2398

    Article  Google Scholar 

  60. Quiroz-Flores JC, Aguado-Rodriguez RJ, Zegarra-Aguinaga EA, Collao-Diaz MF, Flores-Perez AE (2023) Industry 4.0, circular economy and sustainability in the food industry: a literature review. Int J Ind Eng Oper Manag. https://doi.org/10.1108/ijieom-12-2022-0071

  61. Rajput S, Singh SP (2019) Connecting circular economy and industry 4.0. Int J Inf Manag 49:98–113. https://doi.org/10.1016/j.i**fomgt.2019.03.002

    Article  Google Scholar 

  62. Rajput S, Singh SP (2020) Industry 4.0 Model for circular economy and cleaner production. J Clean Prod 277:123853. https://doi.org/10.1016/j.jclepro.2020.123853

    Article  Google Scholar 

  63. Ramakrishna S, Ngowi A, De Jager H, Awuzie BO (2020) Emerging Industrial Revolution: Symbiosis of Industry 4.0 and Circular Economy: The Role of Universities. Sci Technol Soc 25(3):505–525. https://doi.org/10.1177/0971721820912918

    Article  Google Scholar 

  64. Rocca R, Rosa P, Sassanelli C, Fumagalli L, Terzi S (2020) Integrating virtual reality and digital twin in circular economy practices: A laboratory application case. Sustainability (Switzerland) 12(6). https://doi.org/10.3390/su12062286

  65. Rosa P, Sassanelli C, Urbinati A, Chiaroni D, Terzi S (2020) Assessing relations between Circular Economy and Industry 4.0: a systematic literature review. Int J Prod Res 58(6):1662–1687. https://doi.org/10.1080/00207543.2019.1680896

    Article  Google Scholar 

  66. Sahu A, Agrawal S, Kumar G (2022) Integrating Industry 4.0 and circular economy: a review. J Enterp Inf Manag 35(3):885–917. https://doi.org/10.1108/JEIM-11-2020-0465

    Article  Google Scholar 

  67. Schroeder P, Anggraeni K, Weber U (2019) The Relevance of Circular Economy Practices to the Sustainable Development Goals. J Ind Ecol 23(1):77–95. https://doi.org/10.1111/jiec.12732

    Article  Google Scholar 

  68. Silva THH, Sehnem S (2022) Industry 4.0 and the Circular Economy: Integration Opportunities Generated by Startups. Logistics 6(1). https://doi.org/10.3390/logistics6010014

  69. Singh Takhar S, Liyanage K (2020) The impact of Industry 4.0 on sustainability and the circular economy reporting requirements. Int J Integr Supp Manag 13(3)

  70. Sun X, Wang X (2022) Modeling and Analyzing the Impact of the Internet of Things-Based Industry 4.0 on Circular Economy Practices for Sustainable Development: Evidence From the Food Processing Industry of China. Front Psychol 13. https://doi.org/10.3389/fpsyg.2022.866361

  71. Sun X, Yu H, Solvang WD (2022) Towards the smart and sustainable transformation of Reverse Logistics 4.0: a conceptualization and research agenda. Environ Sci Pollut Res 29(46):69275–69293. https://doi.org/10.1007/s11356-022-22473-3

    Article  Google Scholar 

  72. Tavares TM, Godinho Filho M, Ganga GMD, Callefi MHBM (2020) The relationship between additive manufacturing and circular economy: a sistematic review. Indep J Manag Prod 11(5):1648. https://doi.org/10.14807/ijmp.v11i5.1290

    Article  Google Scholar 

  73. Teixidó J, Verde SF, Nicolli F (2019) The impact of the EU Emissions Trading System on low-carbon technological change: The empirical evidence. Ecol Econ 164:106347. https://doi.org/10.1016/j.ecolecon.2019.06.002

    Article  Google Scholar 

  74. Trojanowska J, Kolinski A, Galusik D, Varela MLR, Machado J (2018) A Methodology of Improvement of Manufacturing Productivity Through Increasing Operational Efficiency of the Production Process, pp 23–32. https://doi.org/10.1007/978-3-319-68619-6_3

    Book  Google Scholar 

  75. Tseng M-L, Tan RR, Chiu ASF, Chien C-F, Kuo TC (2018) Circular economy meets industry 4.0: Can big data drive industrial symbiosis? Resources. Conserv Recy 131:146–147. https://doi.org/10.1016/j.resconrec.2017.12.028

    Article  Google Scholar 

  76. Vandaele, N., & Porter, W. (2015). Renewable Energy in Develo** and Developed Nations: Outlooks to 2040. In Journal of Undergraduate Research (Vol. 15, Issue 3).

    Google Scholar 

  77. Vélez-Henao JA, Pauliuk S (2023) Material Requirements of Decent Living Standards. Environ Sci Technol 57(38):14206–14217. https://doi.org/10.1021/acs.est.3c03957

    Article  CAS  Google Scholar 

  78. Wilts H, Garcia BR, Garlito RG, Gómez LS, Prieto EG (2021) Artificial Intelligence in the Sorting of Municipal Waste as an Enabler of the Circular Economy. Resources 10(4):28. https://doi.org/10.3390/resources10040028

    Article  Google Scholar 

  79. Yazdani M, Zarate P, Zavadskas EK, Turskis Z (2019) A combined compromise solution (CoCoSo) method for multi-criteria decision-making problems. Manag Decis 57(9). https://doi.org/10.1108/MD-05-2017-0458

  80. Yildizbasi A (2021) Blockchain and renewable energy: Integration challenges in circular economy era. Renew Energy 176:183–197. https://doi.org/10.1016/j.renene.2021.05.053

    Article  Google Scholar 

  81. Yu Z, Khan SAR, Umar M (2022) Circular economy practices and industry 4.0 technologies: A strategic move of automobile industry. Bus Strateg Environ 31(3):796–809. https://doi.org/10.1002/bse.2918

    Article  Google Scholar 

  82. Zheng M, Feng G-F, Wang Q-J, Chang C-P (2023) Financial globalization and technological innovation: International evidence. Econ Syst 47(1):101048. https://doi.org/10.1016/j.ecosys.2022.101048

    Article  Google Scholar 

  83. Zhou X, Song M, Cui L (2020) Driving force for China’s economic development under Industry 4.0 and circular economy: Technological innovation or structural change? J Clean Prod 271:122680. https://doi.org/10.1016/j.jclepro.2020.122680

    Article  Google Scholar 

  84. Žižek SŠ, Nedelko Z, Mulej M, Čič ŽV (2020) Key Performance Indicators and Industry 4.0 – A Socially Responsible Perspective. Naše Gospodarstvo/Our Economy 66(3):22–35. https://doi.org/10.2478/ngoe-2020-0015

    Article  Google Scholar 

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Parth Koltharkar carried out the literature review and identified the prominent industry 4.0 and circular economy practices. Manoj Palsodkar and Parth Koltharkar formed the expert panel, collected the inputs required for the analysis and summarized the result, findings and summarization. Both authors approved the final manuscript.

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Palsodkar, M.A., Koltharkar, P.P. Nexus Effect of Industry 4.0 and Circular Economy Practices in Achieving Sustainable Development Goals. Circ.Econ.Sust. (2024). https://doi.org/10.1007/s43615-024-00390-6

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