Abstract
This paper aims to identify the critical factors that can enhance the digital economy through circular economic models (CE) within Indian manufacturing companies and further model the determinants of sustainable CE. A systematic literature review was done to identify the factors driving CE in the context of emerging country including India and used as an input in the reliability, factor, regression and correlation (RFRC) model and structural equation modeling (SEM) technique. This study discovered that the key challenges to sustainable exports through CE adoption in the Indian manufacturing industry are driven by science and technology innovation, R&D in CE, enhancing investment in foreign direct investment (FDI), commercial diplomacy, and cooperative marketing strategy, which dramatically impacts the sustainable exports and thus needs to be prioritized. The unique contribution of this study is the sustainable approach used in theory building based on CE model especially. The challenges to SMEs export competitiveness (SEC) were identified in the context of emerging country including India and further the interrelationships among the determinants were presented. The findings will be helpful for managers, international markets and policymakers.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs42943-024-00097-3/MediaObjects/42943_2024_97_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs42943-024-00097-3/MediaObjects/42943_2024_97_Fig2_HTML.png)
Similar content being viewed by others
Data Availability
Data cannot be shared openly but are available on request from authors.
References
“3R Initiative.” https://www.env.go.jp/recycle/3r/initiative/en/index.html. Accessed July 31, 2023.
Adam, N. A., & Alarifi, G. (2021). Innovation practices for survival of small and medium enterprises (SMEs) in the COVID-19 times: The role of external support. Journal of Innovation and Entrepreneurship. https://doi.org/10.1186/s13731-021-00156-6
Admin, S. (2022) “Share, reuse, repair hub,” Circular Innovation Council, Aug. 11, 2022. https://circularinnovation.ca/share-reuse-repair/
Agrawal, S., Singh, P., & Mazumdar, M. (2021). Entrepreneurial innovation and R&D, SMEs size and ownership: A study of SMEs transition in India. International Journal of Global Business and Competitiveness, 16(1), 15–27. https://doi.org/10.1007/s42943-021-00022-y
Ahmed, Z., Mahmud, S., & Acet, H. (2022). Circular economy model for develo** countries: Evidence from Bangladesh. Heliyon, 8(5), e09530. https://doi.org/10.1016/j.heliyon.2022.e09530
Al Khasawneh, M., Abuhashesh, M., Ahmad, A., Masa’deh, R., & Alshurideh, M. T. (2021). Customers online engagement with social media influencers’ content related to COVID 19. Studies in Systems, Decision and Control, 334, 385–404. https://doi.org/10.1007/978-3-030-67151-8_22
Alharbi, R. K. (2022). Saudi Arabia’ s small and medium enterprises (SMES) sector post-Covid-19 recovery: Stakeholders’ perception on investment sustainability. International Journal of Organizational Analysis. https://doi.org/10.1108/ijoa-10-2021-2993
Ali Abbasi, G., Abdul Rahim, N. F., Wu, H., Iranmanesh, M., & Keong, B. N. C. (2022). Determinants of SME’s social media Marketing adoption: Competitive industry as a moderator. SAGE Open, 12(1), 215824402110672. https://doi.org/10.1177/21582440211067220
Al-Shami, S. A., Alsuwaidi, A. K. M. S., & Akmal, S. (2022). The effect of entrepreneurial orientation on innovation performance in the airport industry through learning orientation and strategic alignment. Cogent Business and Management. https://doi.org/10.1080/23311975.2022.2095887
Alsuwaidi, A. A. K. M. S., & Akmal, S. (2022). The effect of entrepreneurial orientation on innovation performance in the airport industry through learning orientation and strategic alignment. Cogent Business and Management. https://doi.org/10.1080/23311975.2022.2095887
Amoah, J., Belás, J., Khan, K. A., & Metzker, Z. (2021). Antecedents of sustainable SMEs in the social media space: A partial least square-structural equation modeling (PLS-SEM) approach. Management and Marketing, 16(1), 26–46. https://doi.org/10.2478/mmcks-2021-0003
Andersen, M. M., Ogallo, E., & DinizFaria, L. G. (2022). Green economic change in Africa—Green and circular innovation trends, conditions and dynamics in Kenyan companies. Innovative Development, 12(2), 231–257. https://doi.org/10.1080/2157930X.2021.1876586
Andriamahefazafy, M., & Failler, P. (2022). Towards a circular economy for African Islands: An analysis of existing baselines and strategies. Circular Economy and Sustainability, 2(1), 47–69. https://doi.org/10.1007/s43615-021-00059-4
Arasli, H., Abdullahi, M., & Gunay, T. (2021). Social media as a destination marketing tool for a sustainable heritage festival in Nigeria: A moderated mediation study. Sustainability, 13(11), 3–6. https://doi.org/10.3390/su13116191
Arruda, E. H., Melatto, R. A. P., Levy, W., & Conti, D. M. (2021). Circular economy: A brief literature review (2015–2020). Sustainable Operations and Computers, 2, 79–86. https://doi.org/10.1016/j.susoc.2021.05.001
Arsawan, I. W. E., Koval, V., Rajiani, I., Rustiarini, N. W., Supartha, W. G., & Suryantini, N. P. S. (2022a). Leveraging knowledge sharing and innovation culture into SMEs sustainable competitive advantage. International Journal of Productivity and Performance Management, 71(2), 405–428. https://doi.org/10.1108/IJPPM-04-2020-0192
Arthur, L., Hondo, D., Hughes, M., & Kohonen, R. (2022). Prospects for transitioning from a linear to circular economy in develo** Asia. Asian Development Bank Institute. https://www.adb.org/publications/prospects-for-transitioning-from-a-linear-to-circular-economy-in-develo**-asia. Accessed 27 Nov. 2022.
Awinja, N. N., & Fatoki, I. O. (2021). Effect of digital financial services on the growth of SMEs in Kenya. African Journal of Empirical Research, 2(1), 79–94. https://doi.org/10.51867/ajer.v2i1.16
Bag, S., Dhamija, P., Bryde, D. J., & Singh, R. K. (2022). Effect of eco-entrepreneurial innovation and R&D on green supply chain management, circular economy capability, and performance of small and medium enterprises. Journal of Business Research, 141, 60–72. https://doi.org/10.1016/j.jbusres.2021.12.011
Baker, W. E., Mukherjee, D., & Gattermann Perin, M. (2022). Learning orientation and competitive advantage: A critical synthesis and future directions. Journal of Business Research, 144(January), 863–873. https://doi.org/10.1016/j.jbusres.2022.02.003
Barraood, S. O. (2021). Test case quality factors. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(3), 1683–1694.
Bartolacci, F., Caputo, A., & Soverchia, M. (2020). Sustainability and financial performance of small and medium sized enterprises: A bibliometric and systematic literature review. Business Strategy and the Environment, 29(3), 1297–1309. https://doi.org/10.1002/bse.2434
Belás, J., Amoah, J., Dvorský, J., & Šuleř, P. (2021). The importance of social media for management of SMEs. Economics and Sociology, 14(4), 118–132. https://doi.org/10.14254/2071-789X.2021/14-4/7
Bhardwaj, B. R., & Lai, K.-H. (2012). Strategy for enhancing sustainable Technopreneurship in emerging economies, chapter published in Handbook of Research on Techno-Entrepreneurship: How Technology and Entrepreneurship are sha** the Development of Industries and Companies, Second Edition, edited by Francois Therin, Curtin University Sarawak, Malaysia, 337–346, Edward Elgar, UK & USA. Drivers of green strategy for enhancing sustainable Techno-Preneurship in emerging economies—PolyU Scholars Hub.
Bhardwaj, B. R., & Mangal, V. A. (2012). Impact of green policy on ecologically sustainable organization: A study in emerging country context of India. International Journal of Global Business and Competitiveness. 7(1), 33–45. ISSN 1849-5419.
Bhardwaj, B. R., Gupta, R., & Neihsiel, H. L. (2022a). Determinants of behavioral decision making of entrepreneurial investors. Journal of Management and Entrepreneurship, Special Issue (ISSN: 2229-5348), April 2022: 71–78.
Bhardwaj, B. R., Jain, A., Gupta, R., & Dixit, S. (2022c). Influence of marketing strategies of trade promotion organizations (TPOs) on entrepreneurial country competitiveness and economic growth: Application of structural equation modeling. Journal of Management and Entrepreneurship, ISSN: 2229-5348.
Bhardwaj, B. R. (2016). Role of green policy on sustainable supply chain management: A model for implementing corporate social responsibility (CSR). Benchmarking: an International Journal, 23(2), 456–468. https://doi.org/10.1108/BIJ-08-2013-0077
Bhardwaj, B. R. (2020). Role of knowledge management in enhancing the entrepreneurial ecosystems through corporate entrepreneurship and strategic intent in high-tech firms. Journal of the Knowledge Economy, 10(4), 1831–1859.
Bhardwaj, B. R., Bhardwaj, M., Gaur, S., & Sinha, S. (2023b). Enhancing sustainable dynamic digital capability using strategic intelligence through artificial intelligence in techno-preneurship. Journal of Data Acquisition and Processing, 38(2), 2558–2595.
Bhardwaj, B. R., Bhardwaj, M., Jain, R., Sinha, S., Neihisal, H. L., & Bhardwaj, A. (2023a). Applications of neural networks, decision sciences and artificial intelligence, ICT, and intelligent based mobile systems in enhancing e-governance in sustainable education. Journal of Data Acquisition and Processing., 38(3), 3622–3633.
Bhardwaj, B. R., Bhardwaj, M., Jain, R., Sinha, S., Neihisal, H. L., & Bhardwaj, A. (2023c). Big data analytics and artificial intelligence: A tool for translational drug discovery using bioinformatics in healthcare sector. Journal of Data Acquisition and Processing., 38(4), 2093–2107.
Bhardwaj, B. R., Mangal, V., & Lai, K.-H. (2013). Impact of green policy on ecologically sustainable organization: A study in emerging market context. International Journal of Global Business Competitiveness, 7(1), 33–45.
Bleischwitz, R., et al. (2022). The circular economy in China: Achievements, challenges and potential implications for decarbonisation. Resources, Conservation and Recycling, 183, 106350. https://doi.org/10.1016/j.resconrec.2022.106350
Blomsma, F., & Brennan, G. (2017). The emergence of circular economy: A new framing around prolonging resource productivity. Journal of Industrial Ecology, 21, 603–614.
Cabrera, D., Cabrera, L., & Cabrera, E. (2023). The steps to doing a systems literature review (SLR). April, 0–3. https://doi.org/10.54120/jost.pr000019.v1
Calisto Friant, M., Vermeulen, W. J. V., & Salomone, R. (2021). Analysing European Union circular economy policies: Words versus actions. Sustain Product Consumption, 27, 337–353.
Ceballos, G., Ehrlich, P. R., & Dirzo, R. (2017). Biological annihilation via the ongoing sixth mass extinction signaled by vertebrate population losses and declines. Proceedings of the National Academy of Sciences of the United States of America, 114, E6089–E6096.
Charoensukmongkol, P. (2022). Does entrepreneurs’ improvisational behavior improve firm performance in time of crisis? https://doi.org/10.1108/MRR-12-2020-0738
Charoensukmongkol, P., & Phungsoonthorn, T. (2022). The interaction effect of crisis communication and social support on the emotional exhaustion of University employees during the COVID-19 crisis. International Journal of Business Communication, 59(2), 269–286. https://doi.org/10.1177/2329488420953188
Chen, W. D., Chen, Y., & Huang, S. C. (2021). Liquidity risk and bank performance during financial crises. Journal of Financial Stability, 56(June), 100906. https://doi.org/10.1016/j.jfs.2021.100906
Chennak, A., Giannakas, K., & Awada, T. (2023). On the economics of the transition to a circular economy. Circular Economy and Sustainability. https://doi.org/10.1007/s43615-023-00297-8
Dixit, S., Bhardwaj, B. R., Gupta, R., & Jain, A. (2022). Determinants of start-up survivability: A behavioral framework for entrepreneurial sustainability. Journal of Management and Entrepreneurship, Special Issue (ISSN: 2229–5348), 71–78.
Duong, P. A. N., Voordeckers, W., Huybrechts, J., & Lambrechts, F. (2022). On external knowledge sources and innovation performance: Family versus non-family firms. Technovation, 114, 102448. https://doi.org/10.1016/j.technovation.2021.102448
Fakhreddin, F., & Foroudi, P. (2022). The impact of market orientation on new product performance through product launch quality: A resource-based view. Cogent Business and Management. https://doi.org/10.1080/23311975.2022.2108220
Garcia-Saravia Ortiz-de-Montellano, C., Samani, P., & van der Meer, Y. (2023). How can the circular economy support the advancement of the Sustainable Development Goals (SDGs)? A comprehensive analysis. Sustain Product Consumption, 40, 352–362. https://doi.org/10.1016/j.spc.2023.07.003
Geidam, M. M., Yahaya, H. D., & Gasamu, A. (2021). The effect of Covid-19 on the financial performance of micro small and medium enterprises in Yobe State: Way forward for sustainable development. International Journal of Advances in Engineering and Management, 3(5), 588–593.
Ghag, N., Acharya, P., & Khanapuri, V. (2022). Prioritizing the challenges faced in achieving international competitiveness by export-oriented Indian SMEs: a DEMATEL approach. International Journal of Global Business and Competitiveness 17(Suppl1), 12–24. https://doi.org/10.1007/s42943-022-00061-z
Giovannucci, D., (2000). National trade promotion organizations: Their role and functions. Available at SSRN 996771.
Halog, A., & Anieke, S. (2021). A review of circular economy studies in developed countries and its potential adoption in develo** countries. Circular Economy and Sustainability, 1(1), 209–230. https://doi.org/10.1007/s43615-021-00017-0
Herrador, M., de Jong, W., Nasu, K., & Granrath, L. (2022). Circular economy and zero-carbon strategies between Japan and South Korea: A comparative study. Science of the Total Environment, 820, 153274. https://doi.org/10.1016/j.scitotenv.2022.153274
Herzer, D. (2010). Outward FDI and economic growth. Journal of Economic Studies, 37(5), 476–494.
Hiu Kan Wong, A., **nru Wu, C., Whitla, P., & Stanley Snell, R. (2022). How LMX and marketing capabilities guide and motivate customer-facing employees’ learning. Journal of Business Research, 138, 161–169. https://doi.org/10.1016/j.jbusres.2021.09.002
Hoang, C. L., Bui Thanh, T., & Palazzo, M. (2021). Market orientation, corporate social responsibility, and firm performance: The moderating role of relationship marketing orientation. Cogent Business and Management. https://doi.org/10.1080/23311975.2021.1926212
Holmes, A. F., Webb, K. J., & Albritton, B. R. (2022). Connecting students to community: Engaging students through course embedded service-learning activities. The International Journal of Management Education, 20(1), 100610. https://doi.org/10.1016/j.ijme.2022.100610
Hossain, M. S., Kannan, S. N., & Raman Nair, S. K. K. (2021). Factors influencing sustainable competitive advantage in the hospitality industry. Journal of Quality Assurance in Hospitality and Tourism, 22(6), 679–710. https://doi.org/10.1080/1528008X.2020.1837049
Huang, C. C., Hsu, C. C., & Collar, E. (2021). An evaluation of the operational performance and profitability of the U.S. airlines. International Journal of Global Business and Competitiveness,16, 73–85. https://doi.org/10.1007/s42943-021-00031-x
Hwang, J., & Lim, Y. (2021). An effect of educational quality on learning outcomes and organisational performance: Focused on Korean small and medium-sized enterprises (SMEs). Journal of Education and Work, 34(2), 158–169. https://doi.org/10.1080/13639080.2021.1897546
International Trade Centre. (2022). Hosting the world trade promotion organization conference and awards conference. Trade Support Institution Strengthening, Geneva, Switzerland.
Ismail, A. R., & Mohamad, B. (2022). Determinants of SMEs’ performance: Amalgamation of entrepreneurial, market and brand orientations. International Journal of Entrepreneurial Behaviour and Research. https://doi.org/10.1108/IJEBR-02-2022-0167
Jiang, G., Liu, F., Liu, W., Liu, S., Chen, Y., & Xu, D. (2021). Effects of information quality on information adoption on social media review platforms: Moderating role of perceived risk. Data Science and Management, 1(1), 13–22. https://doi.org/10.1016/j.dsm.2021.02.004
Khan, F. B. (2022). Can the arts and crafts sector in India be sustainable: A grounded theory approach to map** challenges and proposing solutions. International Journal of Global Business and Competitiveness, 17(suppl 1), 46–55. https://doi.org/10.1007/s42943-022-00065-9
Kotler, P., Manrai, L. A., Lascu, D. N., & Manrai, A. K. (2019). Influence of country and company characteristics on international business decisions: A review, conceptual model, and propositions. International Business Review, 28(3), 482–498.
Kurniawan, M. A., & Iskandar, Y. (2023). The effect of technology adaptation and government financial support on sustainable performance of MSMEs during the COVID-19 pandemic. Cogent Business and Management. https://doi.org/10.1080/23311975.2023.2177400
Lazarevic, D., Salo, H., & Kautto, P. (2022). Circular economy policies and their transformative outcomes: The transformative intent of Finland’s strategic policy programme. Journal of Cleaner Production., 379, 134892. https://doi.org/10.1016/j.jclepro.2022.134892
Le, T. T., & Ikram, M. (2022a). Do sustainability innovation and firm competitiveness help improve firm performance? Evidence from the SME sector in Vietnam. Sustainable Production and Consumption, 29, 588–599. https://doi.org/10.1016/j.spc.2021.11.008
Le, T. T., & Ikram, M. (2022b). Do sustainability entrepreneurial innovation and R&Dand SMEs competitiveness help improve SMEs performance? Evidence from the SME sector in vietnam. Sustainable Production and Consumption, 29, 588–599. https://doi.org/10.1016/j.spc.2021.11.008
Liu, W., Shao, X., De Sisto, M., & Li, W. H. (2021). A new approach for addressing endogeneity issues in the relationship between corporate social responsibility and corporate financial performance. Finance Research Letters, 39(October 2019), 101623. https://doi.org/10.1016/j.frl.2020.101623
Malami Sarkin Tudu, S., Abd Wahab, A., & Ibrahim, H. (2022). Predicting key predictors of project desertion in blockchain: Experts’ verification using one-sample T-test. Interdisciplinary Journal of Information, Knowledge, and Management, 17, 497–521. https://doi.org/10.28945/5022
Matekenya, W., & Moyo, C. (2022). Innovation as a driver of SMME performance in South Africa: A quantile regression approach. African Journal of Economic and Management Studies, 13(3), 452–467. https://doi.org/10.1108/AJEMS-06-2021-0306
Migdadi, M. M. (2021). Organisational learning capability, innovation and organisational performance. European Journal of Innovation Management, 24(1), 151–172. https://doi.org/10.1108/EJIM-11-2018-0246
Mohan, J., Mohanty, C. R. C., Cross, J. S., et al. (2023). Map** 3R and circular economy policy implementation in Asia and the Pacific. Circular Economy and Sustainability. https://doi.org/10.1007/s43615-023-00302-0
Momaya, K. (2001). International competitiveness: Evaluation and enhancement. Hindustan Publishing Corporation.
Momaya, K. S. (2018). Innovation capabilities and firm competitiveness performance: Thinking differently about future. International Journal of Global Business and Competitiveness, 13(1), 16–25.
Momaya, K. S. (2022). Breakthrough innovation and platform leadership: A case of super app from India. International Journal of Global Business and Competitiveness,17, 229–238. https://doi.org/10.1007/s42943-022-00059-7
Moreira, A., Navaia, E., & Ribau, C. (2022). Moderation effects of government institutional support, active and reactive internationalization behavior on innovation capability and export performance. Economies, 10(8), 177. https://doi.org/10.3390/economies10080177
Mukhopadhyay, B. R., & Mukhopadhyay, B. K. (2022a). Strategies to overcome barriers to the circular economy. The Sentinel, Editorial, 29th March.
Mukhopadhyay, B. R., & Mukhopadhyay, B. K. (2022b). Business barriers to the Circularity and how to overcome them. Tripura Times, Editorial, 3rd April.
Mukhopadhyay, B. R., & Mukhopadhyay, B. K. (2022c). It pays but also costs to engage in the Circular Economy. The Sentinel, Editorial, 2nd August.
Nurfarida, I. N., Sarwoko, E., & Arief, M. (2021). The impact of social media adoption on customer orientation and SME performance: An empirical study in Indonesia. Journal of Asian Finance, 8(6), 357–365. https://doi.org/10.13106/jafeb.2021.vol8.no6.0357
Pai, P. (2011). Impact of marketing strategies on the business performance of small and medium enterprises in India. Career Development International, 4(2), 108–119.
Pinyol Alberich, J., Pansera, M., & Hartley, S. (2023). Understanding the EU’s circular economy policies through futures of circularity. Journal of Cleaner Production, 385, 135723. https://doi.org/10.1016/j.jclepro.2022.135723
Rajaram, H., Loane, J., MacMahon, S., & Caffery, F. (2021). Expert review of taxonomy based testing: A testing framework for medical device software. In Proceedings of the international conference on evaluation of novel approaches to software engineering. https://doi.org/10.5220/0010458503310339
Rana, N. (2022). Foreign direct investment inflow and its effect on the economy of India. Research Gate Publications.
Rowinski, M. (2022). How small businesses drive the American economy. Forbes, 1–5. https://www.forbes.com/sites/forbesbusinesscouncil/2022/03/25/howsmall-businesses-drive-the-american-economy/?sh=1e29deeb4169
Santos-Vijande, M. L., López-Sánchez, J. Á., Loredo, E., Rudd, J., & López-Mielgo, N. (2022). Role of innovation and architectural marketing capabilities in channelling entrepreneurship into performance. Journal of Innovation and Knowledge, 7(2), 100174. https://doi.org/10.1016/j.jik.2022.100174
Saruchera, F., & Mpunzi, S. (2023). Digital capital and food agricultural SMEs: Examining the effects on SME performance, inequalities and government role. Cogent Business and Management. https://doi.org/10.1080/23311975.2023.2191304
Seran, T., & Bez, S. M. (2021). Open innovation’s “multiunit back-end problem”: How corporations can overcome Business unit rivalry. California Management Review, 63(2), 135–157. https://doi.org/10.1177/0008125620968609
Sudha, B. (2013). Foreign direct investment. International Journal of Scientific Research., 2(4), 175–177. https://doi.org/10.15373/22778179/APR2013/61
Tajvidi, R., & Karami, A. (2021). The effect of social media on firm performance. Computers in Human Behavior, 115, 1–10. https://doi.org/10.1016/j.chb.2017.09.026
Tleuken, A., Tokazhanov, G., Jemal, K. M., Shaimakhanov, R., Sovetbek, M., & Karaca, F. (2022). Legislative, institutional, industrial and governmental involvement in circular economy in central Asia: A systematic review. Sustainability, 14, 13. https://doi.org/10.3390/su14138064
Tourani, N. (2022). Thriving in a shifting landscape: Role of social media in support of business strategy. Asia Pacific Management Review, 27(4), 276–281. https://doi.org/10.1016/j.apmrv.2021.11.001
Van Langen, S. K., & Passaro, R. (2021). The Dutch green deals policy and its applicability to circular economy policies. Sustainability, 13, 21. https://doi.org/10.3390/su132111683
Wang, J., Li, J., & Zhang, Q. (2021). Does carbon efficiency improve financial performance? Evidence from chinese firms. Energy Economics, 104(April), 105658. https://doi.org/10.1016/j.eneco.2021.105658
Yahaya, H. D., & Nadarajah, G. (2023). Determining key factors influencing SMEs’ performance: A systematic literature review and experts’ verification. Cogent Business and Management. https://doi.org/10.1080/23311975.2023.2251195
Yeniaras, V., DiBenedetto, A., & Dayan, M. (2021). Effects of relational ties paradox on financial and non-financial consequences of servitisation: Roles of organisational flexibility and improvisation. Industrial Marketing Management, 99(September), 54–68. https://doi.org/10.1016/j.indmarman.2021.09.006
Yusriza. (2021). Department of statistics Malaysia small and medium enterprises (SMEs) performance 2019. July 2020.
Zhang, F., & Zhu, L. (2021). Social media strategic capability, organisational unlearning, and disruptive innovation of SMEs: The moderating roles of TMT heterogeneity and environmental dynamism. Journal of Business Research, 133(April), 183–193. https://doi.org/10.1016/j.jbusres.2021.04.071
Zhu, X. M., Song, X. N., Leng, P., Zhou, F. C., Gao, L., & Guo, D. (2022). Performances of six reanalysis profile products in the atmospheric correction of passive microwave data for estimating land surface temperature under cloudy-sky conditions. International Journal of Digital Earth, 15(1), 296–322. https://doi.org/10.1080/17538947.2022.2025463
Acknowledgements
The authors would also like to acknowledge the contributions made by the anonymous reviewers for their valuable feedback, patience and support for the research paper. The authors are also thankful to MacArthur Foundation, UK for their collaboration and direction during Prof. (Dr.) Broto Rauth Bhardwaj’s Post-Doctoral study on “Sustainable strategies for organization”. The first author is grateful to Prof. Sushil, Prof. K. S. Momaya and Team GIFT, IIT Delhi for their kind support during post-doctoral thesis submission. This research outcome is part of the post doc research data collection and analysis on circular economy.
Funding
This work was partially supported by Bharati Vidyapeeth Deemed to be University, Pune, seed money funding under minor project.
Author information
Authors and Affiliations
Contributions
Broto Rauth Bhardwaj: conceptualization, methodology, and writing—original draft, supervision, writing—review and editing, model building, explanation and complete rewriting based on the feedback given by the esteemed reviewers. Aakriti Jain: writing—review, explanation and revising, uploading the document online and initial review.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interest.
Ethics Approval and Consent to Participate
Not applicable.
Consent for Publication
Not applicable.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Bhardwaj, B.R., Jain, A. Sustainable Export Competitiveness of SMEs Through Circular Economy and Digital Economy. JGBC (2024). https://doi.org/10.1007/s42943-024-00097-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s42943-024-00097-3