DEVELOPING A DRONE ECONOMY: A METHODOLOGICAL FRAMEWORK

Authors

DOI:

https://doi.org/10.60022/sis.4.(01).5

Keywords:

drone economy, UAV integration, strategic industries, sustainable development, ESG framework, digital transformation, technological innovation

Abstract

The emergence of the drone economy represents a trans- formative element of modern digitalized national economies, integrating unmanned aerial vehicles (UAVs) into strategic industries such as energy, agriculture, logistics, infrastructure, and defense. This study proposes a comprehensive methodological framework for assessing the development of the drone economy, addressing its technological, economic, regulatory, industrial, and sustainable development dimensions. The research employs a systems approach, combining literature review, system-­ structural analysis, comparative assessment, statistical normalization, and expert judgment to construct an integral index of drone economy development (DEI). In addition, a sector-­ specific efficiency indicator is introduced to evaluate the impact of UAV implementation on productivity, cost reduction, safety, and environmental, social, and governance (ESG) outcomes. The proposed indicators enable a holistic assessment of UAV integration, capturing both direct and indirect effects, as well as structural and institutional constraints. The framework also facilitates cross-­ country and cross-­ sectoral comparisons and provides guidance for policymakers, industry stakeholders, and investors in identifying priority areas for fostering the drone economy. The findings highlight the importance of combining technological adoption with ESG principles to achieve sustainable, efficient, and socially responsible industrial transformation. By integrating drone technologies into strategic sectors, countries can enhance competitiveness, optimize resource utilization, and promote digital and green growth. The study contributes to the literature by offering a systematic tool for evaluating the multi-­ dimensional impact of UAV adoption and establishing a foundation for further research on the role of drones in economic development and sustainable industrial ecosystems.

References

Vedrtnam A., Negi H., & Kalauni K. (2025). Materials and Energy-­ Centric Life Cycle Assessment for Drones: A Review. Journal of Composites Science, 9(4), 169. https://doi.org/10.3390/jcs9040169

Kapochkina M. B., & Saray V. V. (2019). World experience and prospects for the use of unmanned aerial vehicles. Information technologies: science, engineering, technology, education, health. https://repository.kpi.kharkov.ua/server/api/core/bitstreams/2824f25e-d9e4-46ca-a821-89b8b894c6be/content

Jahani H., Khosravi Y., Kargar B., Ong K. L., & Arisian S. (2025). Exploring the role of drones and UAVs in logistics and supply chain management: a novel text-based literature review. International Journal of Production Research, 63(5), 1873–1897. https://doi.org/10.1080/00207543.2024.2373425

Hoang V. T., Phung M. D., Dinh T. H., & Ha Q. P. (2020). System Architecture for Real-­ Time Surface Inspection Using Multiple UAVs. IEEE Systems Journal, № 14(2), 2925–2936. https://doi.org/10.1109/JSYST.2019.2922290

Nooralishahi P., Ibarra-­ Castanedo C., Deane S., Lopez F., Pant S., Genest M., Avdelidis N. P., & Maldague X. P.V. (2021). Drone-­ Based Non-­ Destructive Inspection of Industrial Sites: A Review and Case Studies. Drones, № 5(106), 1–29. https://doi.org/10.3390/ drones5040106

Shakhatreh S., Sawalmeh A. H., Al-­ Fuqaha A., Dou Z., Almaita E., & Khalil I. (2019). Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges. IEEE Access, 7, 48572–48634. https://doi.org/10.1109/ACCESS.2019.2909530

Pohylenko I. S. (2024). The role and significance of unmanned aerial vehicles in aviation activities. Almanac of Law. Legal principles of normative activity: national and foreign experience: to the 75th anniversary of the V. M. Koretsky Institute of State and Law of the NAS of Ukraine, 1949–2024, 15, 399–404.

Kotsemir M. (2019). Unmanned aerial vehicles research in Scopus: an analysis and visualization of publication activity and research collaboration at the country level. Qual Quant, 53, 2143–2173. https://doi.org/10.1007/s11135-019-00863‑z

Jakubiak M., Sroka K., Maciuk K., Abazeed A., Kovalova A., & Santos, L. (2026). Unmanned Aerial Vehicles (UAVs) in the Energy and Heating Sectors: Current Practices and Future Directions. Energies, 19(1), 5. https://doi.org/10.3390/en19010005

Decker C., & Chiambaretto P. (2022). Economic policy choices and trade-offs for Unmanned aircraft systems Traffic Management (UTM): Insights from Europe and the United States. Transportation Research Part A: Policy and Practice, 157, 40–58. https://doi.org/10.1016/j.tra.2022.01.006

RSS (2023, December 12). Drone Market Surpassing USD101.1 Billion by 2032. https://rss.globenewswire.com/de/news-release/2023/12/12/2794386/0/en/Drone-­ Market-­ Surpassing-­ USD‑101–1-Billion-by‑2032-Amid-­ Accelerating-Industry-­Demand-­ Says-­ Market-us.html

Gitnux (2026, February 13). UAV Drone Industry Statistics. Report 2026. https://gitnux.org/uav-drone-­ industry-statistics/

Kurbanzade, A. K., Baig, A. Z., & Mehrotra, S. (2023). Elevating Industries with Unmanned Aerial Vehicles: Integrating Sustainability and Operational Innovation. Mathematics: Optimization and Control. https://doi.org/10.48550/arXiv.2312.13551

Yunus S. M., & Affandi H. M. (2025). Developing an Ecosystem Model for Integrating Drone Technology into Secondary School in Malaysia: Assessing Readiness and Exploring Future Directions. In: Herrera, L.M., Gougoulakis, P., Teräs, M., Kontio, J. (eds) Career Development, Digitalization and Inclusive Learning. Palgrave Studies in Technical and Vocational Education and Training. Palgrave Macmillan, Cham. https://doi.org/10.1007/978–3–032–01959–2_16

Sinha H., Malik N., & Dahiya M. (2023). Drone Ecosystem: Architecture for Configuring and Securing UAVs. In: Tanwar, S., Wierzchon, S.T., Singh, P.K., Ganzha, M., Epiphaniou, G. (eds) Proceedings of Fourth International Conference on Computing, Communications, and Cyber-­ Security. CCCS 2022. Lecture Notes in Networks and Systems, vol 664. Springer, Singapore. https://doi.org/10.1007/978-981-99-1479-1_2

De Simone C., Ceci F., & Alaimo C. (2023). Data Ecosystem and Data Value Chain: An Exploration of Drones Technology Applications. In: Za, S., Winter, R., Lazazzara, A. (eds) Sustainable Digital Transformation. Lecture Notes in Information Systems and Organisation, vol 59. Springer, Cham. https://doi.org/10.1007/978-3-031-15770-7_13

Impro Drone (n. d.). The Economic Impact of UAVs: How Drones Are Creating New Business Opportunities.https://improdrone.com/the-economic-­ impact-of-uavs-how-drones-are-creating-new-business-­ opportunities/

Mazur M., Borucka A. (2025). Commercial Drone Deliveries: Evolution, Applications, and Market Dynamics, 13th International Conference on Traffic and Logistic Engineering (ICTLE), Macau, China, 2025, pp. 336–340, https://doi.org/10.1109/ICTLE67020.2025.11203681

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Published

2026-03-29

How to Cite

Kostynets, V., & Udovichenko, K. (2026). DEVELOPING A DRONE ECONOMY: A METHODOLOGICAL FRAMEWORK. Smart Economy, Entrepreneurship and Security, 4(1), 48–58. https://doi.org/10.60022/sis.4.(01).5