Araştırma Makalesi
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Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots

Yıl 2025, Cilt: 7 Sayı: 2, 64 - 76
https://doi.org/10.51534/tiha.1830795

Öz

The twenty-first century, often characterized as an era of rapid technological progression, has ushered in notable transformations across the business landscape, particularly within the field of logistics. As technological capabilities continue to advance, firms have increasingly directed their investments towards sophisticated logistics systems, contributing significantly to the expansion of international trade. Among the prominent technologies shaping this transformation, unmanned aerial vehicles (UAVs) have emerged as a key element of the broader digital shift. Widely recognized for their potential to enhance operational speed and reduce costs, UAVs are progressively being integrated into the strategic investment plans of numerous national and international companies. This study explores the relationship between the use of UAVs and logistics activities within the context of air transportation, drawing on the professional perceptions of licensed UAV operators. UAV utilization, as the independent variable, was assessed across the dimensions of Design, Perceived Ease of Use, Perceived Benefit, Performance Expectation, Safety and Job Relevance, while Logistics Effectiveness was identified as the dependent variable. Since the items related to Job Relevance loaded under the Design dimension during analysis, this dimension was removed from the model. The research sample comprised 301 UAV0–UAV1 pilots certified by the Turkish Directorate General of Civil Aviation. The findings demonstrate a positive relationship between UAV usage and logistics activities. In particular, the strongest relationship was observed between the Safety dimension of UAVs and the Logistics Effectiveness variable. The results indicate that UAV use within the logistics sector is generally perceived as safe, and existing operational procedures in the country are regarded as sufficient. Nevertheless, as UAV technologies continue to evolve, the necessity for ongoing enhancement of safety measures remains clear.

Etik Beyan

Yapılan çalışmada araştırma ve yayın etiğine uyulmuştur.

Kaynakça

  • Ahmed, F., Paul, A., & Rathore, M. M. (2022). Recent advances in unmanned aerial vehicles: A comprehensive review. Arabian Journal for Science and Engineering, 47(12), 15123–15147.
  • Air Transport Action Group. (2024). Aviation benefits report 2024. ATAG Publishing.
  • Akar, H. (2025). Global trends in air cargo logistics and e-commerce integration. Journal of Air Transport Studies, 18(1), 45–62.
  • Allied Market Research. (2024). Drone market by type, application and industry vertical: Global opportunity analysis and industry forecast, 2024–2030. Allied Analytics LLP.
  • Aydın, B. Z. (2007). Revealing the dimensions of performance measures with the help of factor analysis. In Proceedings of the 8th Turkish Econometrics and Statistics Congress. İnönü University, Malatya.
  • Büyüköztürk, Ş. (2002). Factor analysis: Basic concepts and its use in scale development. Educational Administration in Theory and Practice, 32, 470–483.
  • Büyüköztürk, Ş. (2002). Factor analysis: Basic concepts and its use in scale development. Ankara University Journal of Faculty of Educational Sciences, 32, 470–480.
  • Christopher, M. (2020). Logistics & supply chain management (6th ed.). Pearson Education.
  • Council of Supply Chain Management Professionals. (2022). CSCMP supply chain management definitions and frameworks. CSCMP.
  • Çancı, M., & Erdal, M. (2013). International transport management (4th ed.). UTIKAD Publications.
  • Deloitte. (2023). Global smart last-mile logistics outlook 2023. Deloitte Insights.
  • George, D., & Mallery, P. (2010). SPSS for Windows step by step: A simple guide and reference (17.0 update). Pearson Education.
  • Grant, D. B., Wong, C. Y., & Trautrims, A. (2022). Sustainable logistics and supply chain management (3rd ed.). Kogan Page.
  • Grant, D. B., Trautrims, A., & Wong, C. Y. (2023). Fundamentals of logistics management (Updated ed.). Kogan Page.
  • Gürkan, Ö., Ali, Ö., & Oğuzhan, K. (2013). Technology use in logistics. Anadolu University, 2155(1183), 10.
  • FlyPortts. (2025). Air cargo industry market outlook 2025. FlyPortts Aviation Analytics.
  • Future Market Insights. (2025). Drone logistics and transportation market report 2025–2035. FMI Research.
  • Haidari, L., Brown, A., Ferguson, M., Bancroft, E., Spiker, M., Wilcox, A., Ambikapathi, R., Sampath, V., Connor, D. L., & Lee, B. Y. (2016). The economic and operational value of using drones to transport vaccines. Vaccine, 34, 4062–4067. https://doi.org/10.1016/j.vaccine.2016.06.022
  • Jazairy, A., Hulthén, H., & Pedersen, A.-C. (2024). Drones in last-mile delivery: A logistics management perspective. The International Journal of Logistics Management, 35(2), 214–239.
  • International Air Transport Association. (2004). International Air Transport Annual Report. https://www.iata.org/
  • IMARC Group. (2025). Global drone market: Industry trends, share, size, growth and forecast 2025–2030. IMARC Publications.
  • International Civil Aviation Organization. (2011). ICAO publications. https://www.icao.int/ International Civil Aviation Organization. (2023). Technical instructions for the safe transport of dangerous goods by air. ICAO Publishing.
  • International Air Transport Association. (2024). Air cargo annual review 2024. IATA.
  • International Civil Aviation Organization. (2024). Air cargo and global trade statistical yearbook 2024. ICAO.
  • Ivanov, D., & Dolgui, A. (2022). Digital supply chain management: Concepts and perspectives. Transportation Research Part E: Logistics and Transportation Review, 163, 102729.
  • İlhan, F. (2007). A study on factor analysis and its application to data obtained in agricultural research (Master’s thesis). Selçuk University, Graduate School of Natural and Applied Sciences.
  • Kalaycı, Ş. (2008). SPSS applied multivariate statistics techniques. Asil Publishing.
  • Kamali, A. (2018). Investigating the usability of UAV (drone) technology in the logistics industry in Bahrain. Ciit Journal, 9.
  • Kaplan, İ. (2011). The relationship between organizational citizenship behavior and job satisfaction: An application on Konya law enforcement organization (Doctoral dissertation). Selçuk University, Institute of Social Sciences.
  • Kayış, A. (2010). SPSS applied multivariate statistical techniques. In Ş. Kalaycı (Ed.), Multivariate statistics. Nobel Publishing.
  • Kim, K., Kim, S., & Jung, H. (2024). Drone-assisted multimodal logistics: Trends and research issues. Drones, 8(9), 468. https://doi.org/10.3390/drones8090468
  • Kurtulmuş, K. (2010). Research methods. Türkmen Bookstore.
  • Kurtuluş, K. (1985). Marketing research. Istanbul University Press.
  • McCoy, J. V. (2003). Unmanned aerial logistics vehicles: A concept worth pursuing. Biblioscholar.
  • Nagy, G., Bányainé Tóth, Á., Illés, B., & Varga, A. K. (2023). The impact of increasing digitalization on the logistics sector and logistics service providers. Multidisciplinary Sciences, 13(4), 19–29.
  • Obaid, L. A., Abdalla, A., & Al-Turjman, F. (2025). State-of-the-art review of unmanned aerial vehicles (UAVs): Applications, challenges, and opportunities. Results in Engineering, 23, 102145.
  • Organization for Economic Co-operation and Development. (2023). Logistics performance and economic competitiveness report 2023. OECD Publishing.
  • Organization for Economic Co-operation and Development. (2023). Regulatory frameworks for emerging aviation technologies. OECD Publishing.
  • Organization for Economic Co-operation and Development. (2023). Global trade and logistics transformation study. OECD Publishing.
  • Özdamar, K. (2002). Statistical data analysis with package programs. Kaan Kitabevi.
  • Rennie, K. M. (1997). Exploratory and confirmatory rotation strategies in exploratory factor analysis. https://eric.ed.gov/.
  • Rushton, A., Croucher, P., & Baker, P. (2022). The handbook of logistics and distribution management (7th ed.). Kogan Page.
  • Rodrigue, J.-P., Slack, B., & Comtois, C. (2013). Liner shipping connectivity index and container port throughput. Retrieved from http://people.hofstra.edu/geotrans/eng/ch3en/conc3en/liner_shipping_connectivity_index.html
  • Sungur, O. (2010). SPSS applied multivariate statistical techniques. In Ş. Kalaycı (Ed.), Asil Publishing. Stattimes. (2024). Air cargo market dynamics and competitive landscape 2024. STAT Media Group. Tunalı, S. (2017). Drone technology. Journal of Safety Management, 30.
  • Turienzo, J., López, P., & Medina, J. (2024). Logistics business model evolution under digital transformation forces. Journal of Business Economics, 104(3), 511–528.
  • United Nations Conference on Trade and Development. (2023). Review of maritime transport 2023. UNCTAD Publishing.
  • World Bank. (2024). Global logistics performance and trade facilitation report 2024. World Bank Publications.
  • World Economic Forum. (2024). The future of global supply chains: 2024 outlook report. World Economic Forum.
  • World Bank. (2024). Global air transport and logistics overview 2024. World Bank Publications.
  • Yaşlıoğlu, M. M. (2017). Factor analysis and validity in social sciences: Using exploratory and confirmatory factor analysis. Istanbul University Journal of Business School, 46, 75.

Lojistik Sektöründe Drone Teknolojilerinin Uygulanması: İHA Pilotları Üzerine İnovasyon Odaklı Bir Çalışma

Yıl 2025, Cilt: 7 Sayı: 2, 64 - 76
https://doi.org/10.51534/tiha.1830795

Öz

Hızlı teknolojik ilerlemenin yaşandığı bir dönem olarak nitelendirilen yirmi birinci yüzyıl, iş dünyasında, özellikle lojistik alanında önemli dönüşümler getirmiştir. Teknolojik imkanlar gelişmeye devam ettikçe, şirketler yatırımlarını giderek daha sofistike lojistik sistemlerine yöneltmiş ve uluslararası ticaretin genişlemesine önemli katkıda bulunmuştur. Bu dönüşümü şekillendiren öne çıkan teknolojiler arasında, insansız hava araçları (İHA’lar) daha geniş kapsamlı dijital dönüşümün önemli bir unsuru olarak ortaya çıkmıştır. Operasyonel hızı artırma ve maliyetleri düşürme potansiyeli ile yaygın olarak tanınan İHA’lar, giderek birçok ulusal ve uluslararası şirketin stratejik yatırım planlarına entegre edilmektedir. Bu çalışma, lisanslı İHA operatörlerinin profesyonel algılarına dayanarak, hava taşımacılığı bağlamında İHA kullanımı ile lojistik faaliyetleri arasındaki ilişkiyi incelemektedir. Bağımsız değişken olarak İHA kullanımı, Tasarım, Algılanan Kullanım Kolaylığı, Algılanan Fayda, Performans Beklentisi, Güvenlik ve İşle İlgili Olma boyutları üzerinden değerlendirilirken, bağımlı değişken olarak Lojistik Etkinlik belirlenmiştir. Analiz sırasında İşle İlgili Olma ile ilgili öğeler Tasarım boyutuna yüklendiğinden, bu boyut modelden çıkarılmıştır. Araştırma örneği, Türkiye Sivil Havacılık Genel Müdürlüğü tarafından sertifikalandırılmış 301 İHA0-İHA1 pilotundan oluşmuştur. Bulgular, İHA kullanımı ile lojistik faaliyetleri arasında pozitif bir ilişki olduğunu göstermektedir. Özellikle, İHA’ların Güvenlik boyutu ile Lojistik Etkinlik değişkeni arasında en güçlü ilişki gözlemlenmiştir. Sonuçlar, lojistik sektöründe İHA kullanımının genel olarak güvenli olarak algılandığını ve ülkedeki mevcut operasyonel prosedürlerin yeterli görüldüğünü göstermektedir. Bununla birlikte, İHA teknolojileri gelişmeye devam ettikçe, güvenlik önlemlerinin sürekli olarak iyileştirilmesi gerekliliği açıkça ortadadır.

Etik Beyan

Yapılan çalışmada araştırma ve yayın etiğine uyulmuştur.

Kaynakça

  • Ahmed, F., Paul, A., & Rathore, M. M. (2022). Recent advances in unmanned aerial vehicles: A comprehensive review. Arabian Journal for Science and Engineering, 47(12), 15123–15147.
  • Air Transport Action Group. (2024). Aviation benefits report 2024. ATAG Publishing.
  • Akar, H. (2025). Global trends in air cargo logistics and e-commerce integration. Journal of Air Transport Studies, 18(1), 45–62.
  • Allied Market Research. (2024). Drone market by type, application and industry vertical: Global opportunity analysis and industry forecast, 2024–2030. Allied Analytics LLP.
  • Aydın, B. Z. (2007). Revealing the dimensions of performance measures with the help of factor analysis. In Proceedings of the 8th Turkish Econometrics and Statistics Congress. İnönü University, Malatya.
  • Büyüköztürk, Ş. (2002). Factor analysis: Basic concepts and its use in scale development. Educational Administration in Theory and Practice, 32, 470–483.
  • Büyüköztürk, Ş. (2002). Factor analysis: Basic concepts and its use in scale development. Ankara University Journal of Faculty of Educational Sciences, 32, 470–480.
  • Christopher, M. (2020). Logistics & supply chain management (6th ed.). Pearson Education.
  • Council of Supply Chain Management Professionals. (2022). CSCMP supply chain management definitions and frameworks. CSCMP.
  • Çancı, M., & Erdal, M. (2013). International transport management (4th ed.). UTIKAD Publications.
  • Deloitte. (2023). Global smart last-mile logistics outlook 2023. Deloitte Insights.
  • George, D., & Mallery, P. (2010). SPSS for Windows step by step: A simple guide and reference (17.0 update). Pearson Education.
  • Grant, D. B., Wong, C. Y., & Trautrims, A. (2022). Sustainable logistics and supply chain management (3rd ed.). Kogan Page.
  • Grant, D. B., Trautrims, A., & Wong, C. Y. (2023). Fundamentals of logistics management (Updated ed.). Kogan Page.
  • Gürkan, Ö., Ali, Ö., & Oğuzhan, K. (2013). Technology use in logistics. Anadolu University, 2155(1183), 10.
  • FlyPortts. (2025). Air cargo industry market outlook 2025. FlyPortts Aviation Analytics.
  • Future Market Insights. (2025). Drone logistics and transportation market report 2025–2035. FMI Research.
  • Haidari, L., Brown, A., Ferguson, M., Bancroft, E., Spiker, M., Wilcox, A., Ambikapathi, R., Sampath, V., Connor, D. L., & Lee, B. Y. (2016). The economic and operational value of using drones to transport vaccines. Vaccine, 34, 4062–4067. https://doi.org/10.1016/j.vaccine.2016.06.022
  • Jazairy, A., Hulthén, H., & Pedersen, A.-C. (2024). Drones in last-mile delivery: A logistics management perspective. The International Journal of Logistics Management, 35(2), 214–239.
  • International Air Transport Association. (2004). International Air Transport Annual Report. https://www.iata.org/
  • IMARC Group. (2025). Global drone market: Industry trends, share, size, growth and forecast 2025–2030. IMARC Publications.
  • International Civil Aviation Organization. (2011). ICAO publications. https://www.icao.int/ International Civil Aviation Organization. (2023). Technical instructions for the safe transport of dangerous goods by air. ICAO Publishing.
  • International Air Transport Association. (2024). Air cargo annual review 2024. IATA.
  • International Civil Aviation Organization. (2024). Air cargo and global trade statistical yearbook 2024. ICAO.
  • Ivanov, D., & Dolgui, A. (2022). Digital supply chain management: Concepts and perspectives. Transportation Research Part E: Logistics and Transportation Review, 163, 102729.
  • İlhan, F. (2007). A study on factor analysis and its application to data obtained in agricultural research (Master’s thesis). Selçuk University, Graduate School of Natural and Applied Sciences.
  • Kalaycı, Ş. (2008). SPSS applied multivariate statistics techniques. Asil Publishing.
  • Kamali, A. (2018). Investigating the usability of UAV (drone) technology in the logistics industry in Bahrain. Ciit Journal, 9.
  • Kaplan, İ. (2011). The relationship between organizational citizenship behavior and job satisfaction: An application on Konya law enforcement organization (Doctoral dissertation). Selçuk University, Institute of Social Sciences.
  • Kayış, A. (2010). SPSS applied multivariate statistical techniques. In Ş. Kalaycı (Ed.), Multivariate statistics. Nobel Publishing.
  • Kim, K., Kim, S., & Jung, H. (2024). Drone-assisted multimodal logistics: Trends and research issues. Drones, 8(9), 468. https://doi.org/10.3390/drones8090468
  • Kurtulmuş, K. (2010). Research methods. Türkmen Bookstore.
  • Kurtuluş, K. (1985). Marketing research. Istanbul University Press.
  • McCoy, J. V. (2003). Unmanned aerial logistics vehicles: A concept worth pursuing. Biblioscholar.
  • Nagy, G., Bányainé Tóth, Á., Illés, B., & Varga, A. K. (2023). The impact of increasing digitalization on the logistics sector and logistics service providers. Multidisciplinary Sciences, 13(4), 19–29.
  • Obaid, L. A., Abdalla, A., & Al-Turjman, F. (2025). State-of-the-art review of unmanned aerial vehicles (UAVs): Applications, challenges, and opportunities. Results in Engineering, 23, 102145.
  • Organization for Economic Co-operation and Development. (2023). Logistics performance and economic competitiveness report 2023. OECD Publishing.
  • Organization for Economic Co-operation and Development. (2023). Regulatory frameworks for emerging aviation technologies. OECD Publishing.
  • Organization for Economic Co-operation and Development. (2023). Global trade and logistics transformation study. OECD Publishing.
  • Özdamar, K. (2002). Statistical data analysis with package programs. Kaan Kitabevi.
  • Rennie, K. M. (1997). Exploratory and confirmatory rotation strategies in exploratory factor analysis. https://eric.ed.gov/.
  • Rushton, A., Croucher, P., & Baker, P. (2022). The handbook of logistics and distribution management (7th ed.). Kogan Page.
  • Rodrigue, J.-P., Slack, B., & Comtois, C. (2013). Liner shipping connectivity index and container port throughput. Retrieved from http://people.hofstra.edu/geotrans/eng/ch3en/conc3en/liner_shipping_connectivity_index.html
  • Sungur, O. (2010). SPSS applied multivariate statistical techniques. In Ş. Kalaycı (Ed.), Asil Publishing. Stattimes. (2024). Air cargo market dynamics and competitive landscape 2024. STAT Media Group. Tunalı, S. (2017). Drone technology. Journal of Safety Management, 30.
  • Turienzo, J., López, P., & Medina, J. (2024). Logistics business model evolution under digital transformation forces. Journal of Business Economics, 104(3), 511–528.
  • United Nations Conference on Trade and Development. (2023). Review of maritime transport 2023. UNCTAD Publishing.
  • World Bank. (2024). Global logistics performance and trade facilitation report 2024. World Bank Publications.
  • World Economic Forum. (2024). The future of global supply chains: 2024 outlook report. World Economic Forum.
  • World Bank. (2024). Global air transport and logistics overview 2024. World Bank Publications.
  • Yaşlıoğlu, M. M. (2017). Factor analysis and validity in social sciences: Using exploratory and confirmatory factor analysis. Istanbul University Journal of Business School, 46, 75.
Toplam 50 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Uluslararası İlişkiler (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Talha Burak Çalışkan 0000-0003-3647-7452

Ramazan Erturgut 0000-0002-0240-5787

Gönderilme Tarihi 26 Kasım 2025
Kabul Tarihi 22 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 7 Sayı: 2

Kaynak Göster

APA Çalışkan, T. B., & Erturgut, R. (2025). Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots. Türkiye İnsansız Hava Araçları Dergisi, 7(2), 64-76. https://doi.org/10.51534/tiha.1830795
AMA Çalışkan TB, Erturgut R. Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots. tiha. Aralık 2025;7(2):64-76. doi:10.51534/tiha.1830795
Chicago Çalışkan, Talha Burak, ve Ramazan Erturgut. “Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots”. Türkiye İnsansız Hava Araçları Dergisi 7, sy. 2 (Aralık 2025): 64-76. https://doi.org/10.51534/tiha.1830795.
EndNote Çalışkan TB, Erturgut R (01 Aralık 2025) Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots. Türkiye İnsansız Hava Araçları Dergisi 7 2 64–76.
IEEE T. B. Çalışkan ve R. Erturgut, “Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots”, tiha, c. 7, sy. 2, ss. 64–76, 2025, doi: 10.51534/tiha.1830795.
ISNAD Çalışkan, Talha Burak - Erturgut, Ramazan. “Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots”. Türkiye İnsansız Hava Araçları Dergisi 7/2 (Aralık2025), 64-76. https://doi.org/10.51534/tiha.1830795.
JAMA Çalışkan TB, Erturgut R. Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots. tiha. 2025;7:64–76.
MLA Çalışkan, Talha Burak ve Ramazan Erturgut. “Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots”. Türkiye İnsansız Hava Araçları Dergisi, c. 7, sy. 2, 2025, ss. 64-76, doi:10.51534/tiha.1830795.
Vancouver Çalışkan TB, Erturgut R. Implementing Drone Technologies in the Logistics Industry: An Innovation-Focused Study on UAV Pilots. tiha. 2025;7(2):64-76.