ANALYSIS OF FACTORS AFFECTING THE DEVELOPMENT OF 5PL LOGISTICS OPERATORS IN THE DIGITAL ECONOMY

Authors

DOI:

https://doi.org/10.60078/2992-877X-2026-vol4-iss4-pp137-143

Abstract

The article deals with the formation and development of logistics providers 5PL in a digital economy. The impact of such innovative technologies as artificial intelligence, the Internet of things, data analysis technologies and adaptive management of logistics flows on the development of providers is analyzed.

Keywords:

logistics digital economy Internet of things artificial intelligence in logistics

References

Global IoT spending by vertical 2015-2020 (2018). Statista. [online] Available at: https://www.statista.com/statistics/666864/iot-spending-by-verticalworldwide/ [Accessed 13 Dec. 2018]

Виртуальные логистические провайдеры в системе классификации логистических операторов (2017). Инженерный вестник Дона, Т. 44, № 1 (44).

Заруднев, Д.И. (2016). 5PL-провайдеры: миф или реальность?, с. 70-72.

Наши исследования | Россия | McKinsey & Company (2018). [online] Available at: https://www.mckinsey.com/ru/our-insights [Accessed 13 Dec. 2018].

Чего ждать на рынке интернета вещей в 2019 году (2018). TAdviser.ru. [online] Available at: http://www.tadviser.ru/Статья:Интернет_вещей,_IoT,M2M(мировой_рынок) [Accessed 16 Dec. 2018].

Экономика Рунета 2017: Экосистема цифровой экономики России 2017 (2017). Ассоциация электронных коммуникаций (РАЭК).

Softline Group – Умный бизнес (2018). [online] Available at: https://softline.com/ru/smart_business/article/new-challenges-of-production-fromneeds-to-solutions-softline [Accessed 16 Dec. 2018].

Downloads

Published

How to Cite

Mannapova, F. (2026). ANALYSIS OF FACTORS AFFECTING THE DEVELOPMENT OF 5PL LOGISTICS OPERATORS IN THE DIGITAL ECONOMY . Economic Development and Analysis, 4(4), 137-143. https://doi.org/10.60078/2992-877X-2026-vol4-iss4-pp137-143