ISSN: 2222-6990
Open access
Purpose: Circular economy (CE) and digital innovation (DI) are abstract ideas of sustainable development. After the declaration of the UN’s sustainable development goals (SDGs) in 2015, research on CE, DI and sustainability has gained popularity among academia and researchers. This study seeks to present an in-depth examination and explanation of the status of existing literature in this field. Methodology: The data, 1684 documents were selected through scientific literature search from Scopus and Web of Science (WoS) for the period 2016-2023. Various bibliometric tools, biblioshiny and VOSviewer were used to analyze the gathered data for the descriptive and bibliometric analyses and to probe the research questions. Findings: From the bibliometric and content analysis, findings suggest that the development of current circularity and innovation practices leading to sustainability is steadily increasing with an extremely high annual growth rate (161.63%). About 96.67% of articles were published in the period (2020-2023), it infers that this is a trendy topic. Another finding implies that the topic has been pioneered by European countries, UK, Italy and Germany and has recently become prominence in China and India in developing economy. The data also shows that in wealthy nations, there is a significant author-country collaboration. Moreover, the result of co-occurrence analysis indicates that ‘sustainability’, ‘circular economy’, ‘industry 4.0’ and ‘digitalization’ are the emerging co-words in this field. So, the field is still new in the emerging economy. Practical Implications: The outcome of this paper will provide a helpful starting point for policymakers, academics and industrial people for making more informative decisions towards digitalization and sustainability in the circular economy environment. Research Limitations: The limitation of the study is that it cannot infer
the generalized findings as it considers only two databases and English literature. Further
research can be done to explore and measure the quantitative assessment of circularity, sustainability, industry 4.0 and digitalization domain.
Abdelkafi, N., Xu, J., Pero, M., Ciccullo, F., & Masi, A. (2023). Does the combination of sustainable business model patterns lead to truly sustainable business models? Critical analysis of existing frameworks and extensions. In Journal of Business Economics (Vol. 93, Issue 4). Springer Berlin Heidelberg. https://doi.org/10.1007/s11573-023-01140-0
Acciarini, C., Borelli, F., Capo, F., Cappa, F., & Sarrocco, C. (2022). Can digitalization favour the emergence of innovative and sustainable business models? A qualitative exploration in the automotive sector. Journal of Strategy and Management, 15(3), 335–352. https://doi.org/10.1108/JSMA-02-2021-0033
Acerbi, F., Sassanelli, C., & Taisch, M. (2022). A conceptual data model promoting data-driven circular manufacturing. Operations Management Research, 15(3–4), 838–857. https://doi.org/10.1007/s12063-022-00271-x
Ada, E., Sezer, M. D., Kazancoglu, Y., & Khaleel, R. (2023). Towards the Smart Sustainable and Circular Food Supply Chains through Digital Technologies. International Journal of Mathematical, Engineering and Management Sciences, 8(3), 374–402. https://doi.org/10.33889/IJMEMS.2023.8.3.022
Ahmadov, T., Durst, S., Gerstlberger, W., & Kraut, E. (2023). SMEs on the way to a circular economy: insights from a multi-perspective review. In Management Review Quarterly (Issue 0123456789). Springer International Publishing. https://doi.org/10.1007/s11301-023-00380-2
Ayan, B., Güner, E., & Son-Turan, S. (2022). Blockchain Technology and Sustainability in Supply Chains and a Closer Look at Different Industries: A Mixed Method Approach. Logistics, 6(4). https://doi.org/10.3390/logistics6040085
Bananuka, J., Tumwebaze, Z., & Orobia, L. (2019). The adoption of integrated reporting: a developing country perspective. Journal of Financial Reporting and Accounting, 17(1), 2–23. https://doi.org/10.1108/JFRA-09-2017-0089
Bashir, M., Naqshbandi, M. M., & Farooq, R. (2020). Business model innovation: a systematic review and future research directions. International Journal of Innovation Science, 12(4), 457-476.
Boffa, D., Prencipe, A., Papa, A., Corsi, C., & Sorrentino, M. (2023). Boosting circular economy via the b-corporation roads. The effect of the entrepreneurial culture and exogenous factors on sustainability performance. In International Entrepreneurship and Management Journal (Vol. 19, Issue 2). https://doi.org/10.1007/s11365-023-00835-8
Bornmann, L., & Daniel, H. D. (2007). What do we know about the h index?. Journal of the American Society for Information Science and technology, 58(9), 1381-1385.
Bui, T. D., Ali, M. H., Tsai, F. M., Iranmanesh, M., Tseng, M. L., & Lim, M. K. (2020). Challenges and Trends in Sustainable Corporate Finance: A Bibliometric Systematic Review. Journal of Risk and Financial Management, 13(11). https://doi.org/10.3390/jrfm13110264
Caiado, R. G. G., Scavarda, L. F., Vidal, G., de Mattos Nascimento, D. L., & Garza-Reyes, J. A. (2023). A taxonomy of critical factors towards sustainable operations and supply chain management 4.0 in developing countries. Operations Management Research, 0123456789. https://doi.org/10.1007/s12063-023-00430-8
Caviggioli, F. & Ughetto, E. (2019). A bibliometric analysis of the research dealing with the impact of additive manufacturing on industry, business and society, International Journal of Production Economics, 208, 254-268
Chatzistamoulou, N. (2023). Is digital transformation the Deus ex Machina towards sustainability transition of the European SMEs? ECOLOGICAL ECONOMICS, 206. https://doi.org/10.1016/j.ecolecon.2023.107739
Machado, A., Secinaro, S., Calandra, D., & Lanzalonga, F. (2022). Knowledge management and digital transformation for Industry 4.0: a structured literature review. Knowledge Management Research and Practice, 20(2), 320–338. https://doi.org/10.1080/14778238.2021.2015261
Giovanni, P. (2022). Leveraging the circular economy with a closed-loop supply chain and a reverse omnichannel using blockchain technology and incentives. In International Journal of Operations and Production Management (Vol. 42, Issue 7). https://doi.org/10.1108/IJOPM-07-2021-0445
Di Vaio, A., Hasan, S., Palladino, R., & Hassan, R. (2023). The transition towards circular economy and waste within accounting and accountability models: a systematic literature review and conceptual framework. Environment, Development and Sustainability, 25(1), 734–810. https://doi.org/10.1007/s10668-021-02078-5
Dicuonzo, G., Donofrio, F., Ranaldo, S., & Dell’Atti, V. (2022). The effect of innovation on environmental, social and governance (ESG) practices. Meditari Accountancy Research, 30(4), 1191–1209. https://doi.org/10.1108/MEDAR-12-2020-1120
Santos, P. S., & Campos, L. M. de S. (2021). Practices for garment industry’s post-consumer textile waste management in the circular economy context: An analysis on literature. Brazilian Journal of Operations and Production Management, 18(1), 1–17. https://doi.org/10.14488/BJOPM.2021.004
Echchakoui, S. (2020). Why and How to Merge Scopus and Web of Science during Bibliometric Analysis: The Case of Sales Force Literature from 1912 to 2019. J. Mark. Anal. 8, 165–184.
Ferrigno, G., Sarto, N., Piccaluga, A., & Baroncelli, A. (2023). Industry 4.0 base technologies and business models: a bibliometric analysis. European Journal of Innovation Management, 26(7), 502–526. https://doi.org/10.1108/EJIM-02-2023-0107
Florek-Paszkowska, A., Ujwary-Gil, A., & Godlewska-Dziobo?, B. (2021). Business innovation andFlorek-Paszkowska, A., Ujwary-Gil, A., & Godlewska-Dziobo?, B. (2021). Business innovation and critical success factors in the era of digital transformation and turbulent times. Journal of Entrepreneurship, Management and Innovation. Journal of Entrepreneurship, Management and Innovation, 17(4), 7–28.
Forliano, C., Bernardi, P., & Yahiaoui, D. (2021). Entrepreneurial universities: A bibliometric analysis within the business and management domains. Technological Forecasting and Social Change, 165, 120522. https://doi.org/10.1016/j.techfore.2020.120522
Gatell, I. S., & Avella, L. (2024). Impact of Industry 4.0 and circular economy on lean culture and leadership: Assessing digital green lean as a new concept. European Research on Management and Business Economics, 30(1), 100232. https://doi.org/10.1016/j.iedeen.2023.100232
Geissdoerfer, M., Savaget, P., Bocken, N. M. P., & Hultink, E. J. (2017). The
circular economy-a new sustainability paradigm? Journal of Cleaner
Production, 143, 757–768.
Ghadimi, P., O’Neill, S., Wang, C. & Sutherland, J.W. (2020). Analysis of enablers on the successful implementation of green manufacturing for Irish SMEs, Journal of Manufacturing Technology Management, 32 (1), doi: 10.1108/JMTM-10-2019-0382.
Haron, H., So, I. G., Gui, A., Sari, S. A., Ramli, N. M., & Jamil, N. N. (2022). the Relationship Between Islamic Corporate Governance, Human Governance, Usage of Information Technology and Sustainability Reporting: Comparison of Shariah Compliant Companies in Malaysia and Indonesia. International Journal of Business and Society, 23(3), 1443–1461. https://doi.org/10.33736/ijbs.5174.2022
Luna, S., Ferrer-Serrano, M., & Latorre-Martinez, M. P. (2022). Circular Economy and Innovation: a Systematic Literature Review. Central European Business Review, 11(1), 65–84. https://doi.org/10.18267/j.cebr.275
Hettiarachchi, B. D., Seuring, S., & Brandenburg, M. (2022). Industry 4.0-driven operations and supply chains for the circular economy: a bibliometric analysis. Operations Management Research, 15(3–4), 858–878. https://doi.org/10.1007/s12063-022-00275-7
Hoang, T. H., Nguyen, N. P. P., Hoang, N. Y. N., Akbari, M., Quang, H. T., & Binh, A. D. T. (2023). Application of social media in supply chain 4.0 practices: a bibliometric analysis and research trends. Operations Management Research, 16(3), 1162–1184. https://doi.org/10.1007/s12063-023-00378-9
Huy, P. Q., & Phuc, V. K. (2023). Acquiring Sustainability in The Prospect of Digital Transformation Through Global Brain-Reflective Accounting Practices Application. International Journal of Economics and Management, 17(2), 229–249. https://doi.org/10.47836/ijeam.17.2.06
Ivanova, T., & Shkrobot, M. (2023). DIGITALIZATION IN THE REVERSE SUPPLY CHAIN: A BIBLIOMETRIC ANALYSIS. LOGFORUM, 19(4), 683–702. https://doi.org/10.17270/J.LOG.2023.865 WE - Emerging Sources Citation Index (ESCI)
Jamwal, A., Agrawal, R., & Sharma, M. (2022). A Framework to Overcome Blockchain Enabled Sustainable Manufacturing Issues through Circular Economy and Industry 4.0 Measures. International Journal of Mathematical, Engineering and Management Sciences, 7(6), 764–790. https://doi.org/10.33889/IJMEMS.2022.7.6.050
Jin, B. E., & Shin, D. C. (2021). The power of 4th industrial revolution in the fashion industry: what, why, and how has the industry changed? Fashion and Textiles, 8(1). https://doi.org/10.1186/s40691-021-00259-4
Kallmuenzer, A., & Peters, M. (2018). Innovativeness and control mechanisms in tourism and hospitality family firms: A comparative study. International Journal of Hospitality Management, 70, 66-74.
Korhonen, J., Honkasalo, A., & Seppälä, J. (2018). Circular Economy: The Concept and its Limitations. Ecological Economics, 143, 37–46. https://doi.org/10.1016/j.ecolecon.2017.06.041
Kottmeyer, B. (2021). Digitisation and Sustainable Development: The Opportunities and Risks of Using Digital Technologies for the Implementation of a Circular Economy. Journal of Entrepreneurship and Innovation in Emerging Economies, 7(1), 17–23. https://doi.org/10.1177/2393957520967799
Larrinaga, C., & Garcia-Torea, N. (2022). An ecological critique of accounting: The circular economy and COVID-19. Critical Perspectives on Accounting, 82, 102320. https://doi.org/10.1016/j.cpa.2021.102320
Liu, Q. L., Trevisan, A. H., Yang, M. Y., & Mascarenhas, J. (2022). A framework of digital technologies for the circular economy: Digital functions and mechanisms. BUSINESS STRATEGY AND THE ENVIRONMENT, 31(5), 2171–2192. https://doi.org/10.1002/bse.3015
Lopes, J. D. (2022). Industry 4.0 and the Small Business Something Behind the Technology - a Literature Review. Serbian Journal of Management, 17(1), 161–178. https://doi.org/10.5937/sjm17-36382
Ly, B. (2021). Competitive advantage and internationalization of a circular economy model in apparel multinationals. Cogent Business and Management, 8(1). https://doi.org/10.1080/23311975.2021.1944012
Manea, D. I., Istudor, N., Dinu, V., & Paraschiv, D. M. (2021). Circular economy and innovative entrepreneurship, prerequisites for social progress. Journal of Business Economics and Management, 22(5), 1342–1359. https://doi.org/10.3846/jbem.2021.15547
Minashkina, D., & Happonen, A. (2023). Warehouse Management Systems for Social and Environmental Sustainability: A Systematic Literature Review and Bibliometric Analysis. Logistics, 7(3). https://doi.org/10.3390/logistics7030040
Ogrean, C. (2023). Interplays Between Artificial Intelligence and Sustainability in Business/Management. A Bibliometric Analysis. STUDIES IN BUSINESS AND ECONOMICS, 18(2), 336–357. https://doi.org/10.2478/sbe-2023-0041 WE - Emerging Sources Citation Index (ESCI)
Pan, L., Xu, Z., & Skare, M. (2023). Sustainable business model innovation literature: a bibliometrics analysis. Review of Managerial Science, 17(3), 757–785. https://doi.org/10.1007/s11846-022-00548-2
Perotti, F. A., Dhir, A., Ferraris, A., & Kliestik, T. (2023). Investigating digital technologies’ implementation in circular businesses: Evidence from the going circular path. Journal of Management and Organization. https://doi.org/10.1017/jmo.2023.60
Popescu, C., Hysa, E., Kruja, A., & Mansi, E. (2022). Social Innovation, Circularity and Energy Transition for Environmental, Social and Governance (ESG) Practices—A Comprehensive Review. Energies, 15(23). https://doi.org/10.3390/en15239028
Rada, E., C. (2023). Origins of the Concept of Circular Economy and its Evolution. doi: 10.7250/conect.2023.110
Rajesh, R., & Rajendran, C. (2020). Relating environmental, social, and governance scores and sustainability performances of firms: An empirical analysis. Business Strategy and the Environment, 29(3), 1247-1267.
Rodrigues, V., Eusébio, C., & Breda, Z. (2023). Enhancing sustainable development through tourism digitalisation: a systematic literature review. In Information Technology and Tourism (Vol. 25, Issue 1). Springer Berlin Heidelberg. https://doi.org/10.1007/s40558-022-00241-w
Rosa, P., Sassanelli, C., Urbinati, A., Chiaroni, D., & Terzi, S. (2020). Assessing relations between Circular Economy and Industry 4.0: a systematic literature review. International Journal of Production Research, 58(6), 1662–1687. https://doi.org/10.1080/00207543.2019.1680896
Schroeder, P., Anggraeni, K., & Weber, U. (2019). The relevance of circular economy practices to the sustainable development goals. Journal of Industrial Ecology, 23(1), 77-95.
Sjödin, D., Parida, V., & Kohtamäki, M. (2023). Artificial intelligence enabling circular business model innovation in digital servitization: Conceptualizing dynamic capabilities, AI capacities, business models and effects. Technological Forecasting and Social Change, 197(September). https://doi.org/10.1016/j.techfore.2023.122903
Syed, R. T., Singh, D., & Spicer, D. (2023). Entrepreneurial higher education institutions: Development of research and future directions. Higher Education Quarterly, 77(1), 158-183.
Szeto, E. (2000). Innovation capacity: Working towards a mechanism for improving innovation within an inter-organizational network, The TQM Magazine, 12(2), 149-158.
Talukder, S.C. & Lakner, Z. (2023). Exploring the Landscape of Social Entrepreneurship and Crowdfunding: A Bibliometric Analysis. Sustainability, 15, 9411. https://doi.org/10.3390/su15129411
The Ellen MacArthur Foundation. (2015). Towards a circular economy: Business rationale for an accelerated transition. Available at: www.ellenmacarthurfoundation.org
Triguero, A., Cuerva, M. C., & Sáez-Martínez, F. J. (2022). Closing the loop through eco-innovation by European firms: Circular economy for sustainable development. Business Strategy and the Environment, 31(5), 2337–2350. https://doi.org/10.1002/bse.3024
Trollman, H., Garcia-Garcia, G., Jagtap, S., & Trollman, F. (2022). Blockchain for Ecologically Embedded Coffee Supply Chains. LOGISTICS-BASEL, 6(3). https://doi.org/10.3390/logistics6030043 WE - Emerging Sources Citation Index (ESCI)
Turek, J., Ocicka, B., Rogowski, W., & Jefmanski, B. (2023). The role of Industry 4.0 technologies in driving the financial importance of sustainability risk management. EQUILIBRIUM-QUARTERLY JOURNAL OF ECONOMICS AND ECONOMIC POLICY, 18(4), 1009–1044. https://doi.org/10.24136/eq.2023.032 WE - Emerging Sources Citation Index (ESCI)
Ulrich, P., & Fibitz, A. (2020). Blessing or Curse: Does Digitalization Foster Business Model Innovation? Evidence From a Quantitative Empirical Study. Corporate and Business Strategy Review, 1(2), 44–65. https://doi.org/10.22495/cbsrv1i2art4
Varani?t?, V., Ži?kut?, I., Ve?erskien?, G., & Zaukas, G. (2023). Performance Management Framework for Circular Economy Strategies. Engineering Economics, 34(5), 579-592.
Zhu, J., & Liu, W. (2020). A Tale of Two Databases: The Use of Web of Science and Scopus in Academic Papers. Scientometrics, 123, 321–335.
Sufian, M. A., & Yahya, S. (2024). Circular Economy and Digital Innovation Practices for Sustainability-A Bibliometric Analysis. International Journal of Academic Research in Business and Social Sciences, 14(11), 315–337.
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