DEVELOPING COUNTRIES AND THE INDUSTRY 4.0 MOVEMENT: RESEARCH MAPPING FOR PRACTICAL INSIGHTS
Main Article Content
Abstract
This paper investigates the adoption of Industry 4.0 in developing countries, emphasizing the unique challenges these economies face compared to advanced nations. Despite the global spread of digital technologies such as automation, big data analytics, and the Internet of Things (IoT), adoption in resource-constrained contexts remains limited due to inadequate infrastructure, financial restrictions, skill gaps, and organizational resistance. To address these issues, the study employs a bibliometric methodology, analyzing 398 journal articles indexed in Web of Science through co-word and bibliographic coupling techniques. This approach enables the mapping of dominant themes, influential research clusters, and key gaps in the literature. The results highlight five thematic areas: global technological developments, sustainability integration, adoption barriers, implementation practices, and strategies for overcoming obstacles. Findings indicate that while challenges are considerable, Industry 4.0 can enhance productivity, stimulate Innovation, and support sustainability by strengthening supply chains and promoting efficient resource use. The study also reveals that transformative benefits can only be realized when supportive policies, international collaboration, private-sector participation, and workforce development are followed in a coordinated manner. The research contributes to theory by linking Industry 4.0 adoption to sustainability frameworks such as the Circular Economy and the Sustainable Development Goals. It also offers practical guidance for policymakers, SMEs, and managers on designing context-sensitive strategies tailored to developing economies. By providing a structured overview of challenges and opportunities, the study lays a foundation for future empirical research and offers actionable insights for advancing sustainable industrial transformation.
JEL Classification Codes: O32, L69.
Downloads
Article Details
Section

This work is licensed under a Creative Commons Attribution 4.0 International License.
How to Cite
References
Aghimien, D. O., Aigbavboa, C., Edwards, D. J., Mahamadu, A.-M., Olomolaiye, P., Nash, H., & Onyia, M. (2022). A fuzzy synthetic evaluation of the challenges of smart city development in developing countries. Smart and Sustainable Built Environment, 11(3), 405–421. https://doi.org/10.1108/SASBE-06-2020-0092
Akanmu, D., & Nordin, N. (2022). Integration of IR 4.0 Into Six Sigma for Sustainability in Malaysia Manufacturing Industry. Jurnal Intelek, 17(1), 30-42.
Akbari, M., & Hopkins, J. L. (2022). Digital technologies as enablers of supply chain sustainability in an emerging economy. Operations Management Research, 15(3), 689–710. https://doi.org/10.1007/S12063-021-00226-8
Alaloul, W. S., Liew, M. S., Zawawi, N. A. W. A., & Mohammed, B. S. (2018). Industry Revolution IR 4.0: Future Opportunities and Challenges in Construction Industry. MATEC Web of Conferences, 203, 02010. https://doi.org/10.1051/matecconf/201820302010
Agrawal, S., Murthy, P., Kumar, R., Jain, S., & Agarwal, R. (2023). Data-Driven Decision Making in Supply Chain Management. Innovative Research Thoughts, 9(5), 265–281. https://doi.org/10.36676/irt.v9.i5.1487
Alhammadi, A., Alsyouf, I., Semeraro, C., & Obaideen, K. (2024). The role of Industry 4.0 in advancing sustainability development: A focus review in the United Arab Emirates. Cleaner Engineering and Technology, 18, 100708. https://doi.org/10.1016/j.clet.2023.100708
Alojail, M., & Khan, S. B. (2023). Impact of digital transformation toward sustainable development. Sustainability, 15(20), 14697. https://doi.org/10.3390/SU152014697
Alsehaimi, A. O., & Sanni-Anibire, M. O. (2024). Industry 4.0 technologies: an examination of benefits, challenges and critical success factors for implementation in the Saudi construction industry. Construction Innovation: Information Process Management. https://doi.org/10.1108/CI-01-2024-0001
Ayalew, M. M., & Xianzhi, Z. (2020). The effect of financial constraints on Innovation in developing countries: Evidence from 11 African countries. Asian Review of Accounting, 28(3), 273–308. https://doi.org/10.1108/ARA-02-2019-0036
Bag, S., Wood, L. C., Xu, L., Dhamija, P., & Kayikci, Y. (2020). Big data analytics as an operational excellence approach to enhance sustainable supply chain performance. Resources, Conservation and Recycling, 153, 104559. https://doi.org/10.1016/j.resconrec.2019.104559
Bag, S., Yadav, G., Dhamija, P., & Kataria, K. K. (2021). Key resources for Industry 4.0 adoption and its effect on sustainable production and circular economy: An empirical study. Journal of Cleaner Production, 281, 125233. https://doi.org/10.1016/J.JCLEPRO.2020.125233
Bogoviz, A. V., Osipov, V. S., Chistyakova, M. K., & Borisov, M. Y. (2019). Comparative Analysis of Formation of Industry 4.0 in Developed and Developing Countries. Studies in Systems, Decision and Control, 169, 155–164. https://doi.org/10.1007/978-3-319-94310-7_15
Chand Bhatt, P., Kumar, V., Lu, T.-C., & Daim, T. (2021). Technology convergence assessment: Case of blockchain within the IR 4.0 platform. Technology in Society, 67, 101709. https://doi.org/10.1016/j.techsoc.2021.101709
Chauhan, C., Singh, A., & Luthra, S. (2021). Barriers to industry 4.0 adoption and its performance implications: An empirical investigation of emerging economy. Journal of Cleaner Production, 285, 124809. https://doi.org/10.1016/J.JCLEPRO.2020.124809
Chen, P., & Kim, S. (2023). The impact of digital transformation on innovation performance - The mediating role of innovation factors. Heliyon, 9(3), e13916. https://doi.org/10.1016/j.heliyon.2023.e13916
Chien, C.-F., Hong, T.-Y., & Guo, H.-Z. (2017). An empirical study for smart production for TFT-LCD to empower Industry 3.5. Journal of the Chinese Institute of Engineers, 40(7), 552–561. https://doi.org/10.1080/02533839.2017.1372220
Daú, G., Scavarda, A., Scavarda, L. F., & Portugal, V. J. T. (2019). The Healthcare Sustainable Supply Chain 4.0: The Circular Economy Transition Conceptual Framework with the Corporate Social Responsibility Mirror. Sustainability, 11(12), 3259. https://doi.org/10.3390/su11123259
Delecroix, B., & Epstein, R. (2004). Co-word analysis for the non-scientific information example of Reuters Business Briefings. Data Science Journal, 3, 80–87. https://doi.org/10.2481/dsj.3.80
Elheddad, M., Benjasak, C., Deljavan, R., Alharthi, M., & Almabrok, J. M. (2021). The effect of the Fourth Industrial Revolution on the environment: The relationship between electronic finance and pollution in OECD countries. Technological Forecasting and Social Change, 163, 120485. https://doi.org/10.1016/J.TECHFORE.2020.120485
Elliott, J. (2012). An Introduction to Sustainable Development. Routledge. https://doi.org/10.4324/9780203844175
Ghobakhloo, M. (2020). Industry 4.0, digitization, and opportunities for sustainability. Journal of Cleaner Production, 252, 119869. https://doi.org/10.1016/J.JCLEPRO.2019.119869
Gillani, F., Chatha, K. A., Sadiq Jajja, M. S., & Farooq, S. (2020). Implementation of digital manufacturing technologies: Antecedents and consequences. International Journal of Production Economics, 229, 107748. https://doi.org/10.1016/j.ijpe.2020.107748
Giovannoni, E., & Fabietti, G. (2013). What Is Sustainability? A Review of the Concept and Its Applications. Integrated Reporting: Concepts and Cases That Redefine Corporate Accountability, 21–40. https://doi.org/10.1007/978-3-319-02168-3_2
Gökalp, E., Şener, U., & Eren, P. E. (2017). Development of an Assessment Model for Industry 4.0: Industry 4.0-MM (pp. 128–142). https://doi.org/10.1007/978-3-319-67383-7_10
Gupta, H., Yadav, A. K., Kusi-Sarpong, S., Khan, S. A., & Sharma, S. C. (2022). Strategies to overcome barriers to innovative digitalisation technologies for supply chain logistics resilience during pandemic. Technology in Society, 69, 101970. https://doi.org/10.1016/J.TECHSOC.2022.101970
Ibrahim, F. S. B., Ebekozien, A., Khan, P. A. M., Aigbedion, M., Ogbaini, I. F., & Amadi, G. C. (2022). Appraising fourth industrial revolution technologies role in the construction sector: how prepared is the construction consultants? Facilities, 40(7/8), 515–532. https://doi.org/10.1108/F-09-2021-0086
Javaid, M., Haleem, A., Singh, R. P., & Sinha, A. K. (2024). Digital economy to improve the culture of industry 4.0: A study on features, implementation and challenges. Green Technologies and Sustainability, 2(2), 100083. https://doi.org/10.1016/J.GRETS.2024.100083
Khan, A., Jhanjhi, N. Z., & Sujatha, R. (2022). Emerging Industry Revolution IR 4.0 Issues and Challenges. In Cyber Security Applications for Industry 4.0 (pp. 151–169). Chapman and Hall/CRC. https://doi.org/10.1201/9781003203087-7
Kumar, R., Singh, R. K., & Dwivedi, Y. K. (2020). Application of industry 4.0 technologies in SMEs for ethical and sustainable operations: Analysis of challenges. Journal of Cleaner Production, 275, 124063. https://doi.org/10.1016/j.jclepro.2020.124063
Li, L. (2018). China’s manufacturing locus in 2025: With a comparison of “Made-in-China 2025” and “Industry 4.0.” Technological Forecasting and Social Change, 135, 66–74. https://doi.org/10.1016/j.techfore.2017.05.028
Li, Y., Zhang, Y., Pan, A., Han, M., & Veglianti, E. (2022). Carbon emission reduction effects of industrial robot applications: Heterogeneity characteristics and influencing mechanisms. Technology in Society, 70, 102034. https://doi.org/10.1016/j.techsoc.2022.102034
Luthra, S., Kumar, A., Zavadskas, E. K., Mangla, S. K., & Garza-Reyes, J. A. (2020). Industry 4.0 as an enabler of sustainability diffusion in supply chain: an analysis of influential strength of drivers in an emerging economy. International Journal of Production Research, 58(5), 1505–1521. https://doi.org/10.1080/00207543.2019.1660828
Luthra, S., & Mangla, S. K. (2018). Evaluating challenges to Industry 4.0 initiatives for supply chain sustainability in emerging economies. Process Safety and Environmental Protection, 117, 168–179. https://doi.org/10.1016/j.psep.2018.04.018
Mangalaraj, G., Singh, A., & Taneja, A. (2023). Probing the Past to Guide the Future IT Regulation Research: Topic Modeling and Co-word Analysis of SOX-IS Research. Information Systems Management, 40(4), 302–315. https://doi.org/10.1080/10580530.2022.2140368
Mohamed, B., Ismail, S., & Abdullah, D. (2019). Industrial Revolution (IR4.0) Impact on Management. Proceedings of the International Conference on Creative Economics, Tourism and Information Management, 104–109. https://doi.org/10.5220/0009865501040109
Mubarak, M. F., Tiwari, S., Petraite, M., Mubarik, M., & Raja Mohd Rasi, R. Z. (2021). How Industry 4.0 technologies and open Innovation can improve green innovation performance? Management of Environmental Quality: An International Journal, 32(5), 1007–1022. https://doi.org/10.1108/MEQ-11-2020-0266
Nara, E. O. B., da Costa, M. B., Baierle, I. C., Schaefer, J. L., Benitez, G. B., do Santos, L. M. A. L., & Benitez, L. B. (2021). Expected impact of Industry 4.0 technologies on sustainable development: A study in the context of Brazil's plastic industry. Sustainable Production and Consumption, 25, 102–122. https://doi.org/10.1016/J.SPC.2020.07.018
Ocelík, V., Kolk, A., & Ciulli, F. (2023). Multinational enterprises, Industry 4.0 and sustainability: A multidisciplinary review and research agenda. Journal of Cleaner Production, 413, 137434. https://doi.org/10.1016/J.JCLEPRO.2023.137434
Popoola, O. M. J., Che Ahmad, A., Arowolo, R. O., & Malek, M. (2018). Task Performance and Skills in IR 4.0: The Moderating Effect of Attitude. Indian-Pacific Journal of Accounting and Finance, 2(4), 44–56. https://doi.org/10.52962/ipjaf.2018.2.4.59
Raj, A., Dwivedi, G., Sharma, A., Lopes de Sousa Jabbour, A. B., & Rajak, S. (2020). Barriers to the adoption of Industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective. International Journal of Production Economics, 224, 107546. https://doi.org/10.1016/j.ijpe.2019.107546
Raut, R. D., Mangla, S. K., Narwane, V. S., Gardas, B. B., Priyadarshinee, P., & Narkhede, B. E. (2019). Linking big data analytics and operational sustainability practices for sustainable business management. Journal of Cleaner Production, 224, 10–24. https://doi.org/10.1016/j.jclepro.2019.03.181
Sharma, M., Kamble, S., Mani, V., Sehrawat, R., Belhadi, A., & Sharma, V. (2021). Industry 4.0 adoption for sustainability in multi-tier manufacturing supply chain in emerging economies. Journal of Cleaner Production, 281, 125013. https://doi.org/10.1016/j.jclepro.2020.125013
Tabassum, M., Perumal, S., Mohanan, S., Suresh, P., Cheriyan, S., & Hassan, W. (2021). IoT, IR 4.0, and AI Technology Usability and Future Trend Demands (pp. 109–144). https://doi.org/10.4018/978-1-7998-4610-9.ch006
Tortorella, G. L., & Fettermann, D. (2018). Implementation of Industry 4.0 and lean production in Brazilian manufacturing companies. International Journal of Production Research, 56(8), 2975–2987. https://doi.org/10.1080/00207543.2017.1391420
Tortorella, G. L., Giglio, R., & van Dun, D. H. (2019). Industry 4.0 adoption as a moderator of the impact of lean production practices on operational performance improvement. International Journal of Operations & Production Management, 39(6/7/8), 860–886. https://doi.org/10.1108/IJOPM-01-2019-0005
Tortorella, G. L., Rossini, M., Costa, F., Portioli Staudacher, A., & Sawhney, R. (2021). A comparison on Industry 4.0 and Lean Production between manufacturers from emerging and developed economies. Total Quality Management and Business Excellence, 32(11–12), 1249–1270. https://doi.org/10.1080/14783363.2019.1696184
Verma, P., Kumar, V., Bhatt, P. C., Drave, V. A., Kumar, Hsu, S.-C., Lai, K. K., & Pal, V. (2020). Industry 4.0 in Emerging Economies (pp. 31–48). https://doi.org/10.4018/978-1-7998-3904-0.ch002
Xu, M., David, J. M., & Kim, S. H. (2018). The Fourth Industrial Revolution: Opportunities and Challenges. International Journal of Financial Research, 9(2), 90-95. https://doi.org/10.5430/IJFR.V9N2P90
Yadav, G., Kumar, A., Luthra, S., Garza-Reyes, J. A., Kumar, V., & Batista, L. (2020). A framework to achieve sustainability in manufacturing organisations of developing economies using Industry 4.0 technologies' enablers. Computers in Industry, 122, 103280. https://doi.org/10.1016/j.compind.2020.103280
Zupic, I., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629