Оперативное планирование доставки вакцин

Ларин О.Н.1,2 , Матосов М.В.1
1 Российский экономический университет им. Г.В. Плеханова, Москва, Россия
2 Российский университет транспорта (МИИТ), Москва, Россия

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Экономика, предпринимательство и право (РИНЦ, ВАК)
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Том 16, Номер 3 (Март 2026)

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Аннотация:
Участники цепочек поставок вакцин планируют взаимодействие, как правило, на основе долгосрочных договоров, предусматривающих поставки лекарственных препаратов с установленной периодичность в заданных объемах с использованием одного или нескольких видов транспорта. Однако в чрезвычайных ситуациях поставщики вакцин вынуждены корректировать действующие планы с учётом потребностей новых получателей. Поэтому логистические компании заинтересованы в использовании передовых решений, позволяющих определять оптимальные варианты доставки вакцин всем получателем в полном объеме в установленные сроки в условиях ограниченного количества логистических ресурсов. Для оперативного планирования доставки вакцин предлагается использовать разработанную математическую модель, которая определяет оптимальные по стоимости варианты доставки от поставщика получателям, а также позволяет определять потребное количество логистических ресурсов, необходимое для полного выполнения заявленных объемов. Разработанная модель также может использоваться в качестве основы для разработки моделей комплексного планирования доставки вакцин от множества поставщиков различным получателям

Ключевые слова: холодовая цепь, способ доставки, логистика вакцин, оперативное планирование

JEL-классификация: L81, M11, D24

JATS XML

Источники:

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Страница обновлена: 23.02.2026 в 13:51:09

 

 

Operational planning of vaccine delivery

Larin O.N., Matosov M.V.

Journal paper

Journal of Economics, Entrepreneurship and Law
Volume 16, Number 3 (March 2026)

Citation:

Abstract:
Participants in vaccine supply chains typically plan their interactions based on long-term contracts providing for the delivery of drugs at set intervals in specified volumes using one or more modes of transport. However, in emergency situations, vaccine suppliers are forced to adjust existing plans to accommodate the needs of new recipients. Therefore, logistics companies are interested in using advanced solutions that enable them to determine optimal options for delivering vaccines to all recipients in full, within the specified timeframe, given limited logistics resources. For operational vaccine delivery planning, we propose using a developed mathematical model that determines the most cost-effective delivery options from supplier to recipients and allows for determining the required number of logistics resources required to fully fulfill the stated volumes. The developed model can also be used as a basis for developing integrated planning models for vaccine delivery from multiple suppliers to different recipients

Keywords: cold chain, delivery method, vaccine logistics, operational planning

JEL-classification: L81, M11, D24

References:

Abramova E.R., Asaliev A.M., Glinskaya M. I. (2024). Sustainability of supply chains in the context of digital business transformation

Ashvin Ashok, Michael Brison, Yann LeTallec (2017). Improving cold chain systems: Challenges and solutions Vaccine. 35 (17). 2217-2223. doi: 10.1016/j.vaccine.2016.08.045.

Azoev G. L., Bykova O.N., Garnov A.P. (2020). Development of economic systems in the digital economy: marketing, services, logistics

Bruce Y. Lee, Leila A. Haidari (2017). The importance of vaccine supply chains to everyone in the vaccine world Vaccine. 35 (35). 4475-4479. doi: 10.1016/j.vaccine.2017.05.096.

De Oliveira L. H., Danovaro-Holliday M. C., Matus C. R., Andrus J. K. (2008). Rotavirus vaccine introduction in the Americas: progress and lessons learned Expert Review of Vaccines. (7). 345-353. doi: 10.1586/14760584.7.3.345.

Haidari L.A., Connor D.L., Wateska A.R., Brown S.T., Mueller L.E. (2013). Augmenting Transport versus Increasing Cold Storage to Improve Vaccine Supply Chains PLOS ONE. 8 (5). e64303. doi: 10.1371/journal.pone.0064303.

Justin R. Ortiz, Joanie Robertson, Jui-Shan Hsu, Stephen L. Yu, Amanda J. Driscoll, Sarah R. Williams, Wilbur H. Chen, Meagan C. Fitzpatrick, Samba Sow, Robin J. Biellik, Kathleen M. Neuzil (2021). The potential effects of deploying SARS-Cov-2 vaccines on cold storage capacity and immunization workload in countries of the WHO African Region Vaccine. 39 (15). 2165-2176. doi: 10.1016/j.vaccine.2021.02.037.

Kartoglu U.H., Moore K.L., Lloyd J.S. (2020). Logistical challenges for potential SARS-CoV-2 vaccine and a call to research institutions, developers and manufacturers Vaccine. 38 (34). 5393-5395. doi: 10.1016/j.vaccine.2020.06.056.

Larin O. N., Matosov M. V. (2024). Vaccine Logistics: Problems and Prospects for Digitalization. Logostics. (10). 46-52.

Lim J., Norman B.A., Rajgopal J. (2022). Redesign of vaccine distribution networks Intl. Trans. in Op. Res.. (29). 200-225. doi: 10.1111/itor.12758.

Lotty Evertje Duijzer, Willem van Jaarsveld, Rommert Dekker (2018). Literature review: The vaccine supply chain European Journal of Operational Research. 268 (1). 174-192. doi: 10.1016/j.ejor.2018.01.015.

Matosov M.V., Larin O.N. (2023). Interaction of participants in the pharmaceutical supply chain. Journal of Economics, Entrepreneurship and Law. 13 (4). 983-994. doi: 10.18334/epp.13.4.117492.

Mercy Mvundura (2017). An economic evaluation of the controlled temperature chain approach for vaccine logistics: evidence from a study conducted during a meningitis A vaccine campaign in Togo The Pan African Medical Journal. 27 (3). 27.

Nader Al Theeb, Mohammed Abu-Aleqa, Ali Diabat (2024). Multi-objective optimization of two-echelon vehicle routing problem: Vaccines distribution as a case study Computers & Industrial Engineering. 187 109590. doi: 10.1016/j.cie.2023.109590.

Nugroho Agung Pambudi, Alfan Sarifudin, Indra Mamad Gandidi, Rahmat Romadhon (2022). Vaccine cold chain management and cold storage technology to address the challenges of vaccination programs Energy Reports. 8 955-972. doi: 10.1016/j.egyr.2021.12.039.

Patrick Lydon, Ticky Raubenheimer, Michelle Arnot-Krüger, Michel Zaffran (2015). Outsourcing vaccine logistics to the private sector: The evidence and lessons learned from the Western Cape Province in South-Africa Vaccine. 33 (29). 3429-3434. doi: 10.1016/j.vaccine.2015.03.042.

Rafael Arevalo-Ascanio, Elena Prozorova, Annelies De Meyer, Roel Gevaers, Ruben Guisson, Wouter Dewulf (2026). Environmental and social assessment of transport and cooling systems in last-mile cold-chain vaccine distribution: A case study in Flanders, Belgium Research in Transportation Economics. 115 101693. doi: 10.1016/j.retrec.2025.101693.

Shi Yu., Lin Yu., Lim M.K., Tseng M.L., Tan Ch., Li Ya. (2022). An intelligent green scheduling system for sustainable cold chain logistics Expert Systems with Applications. 209 118378. doi: 10.1016/j.eswa.2022.118378.

Stef Lemmens, Catherine Decouttere, Nico Vandaele, Mauro Bernuzzi (2016). A review of integrated supply chain network design models: Key issues for vaccine supply chains Chemical Engineering Research and Design. 109 366-384. doi: 10.1016/j.cherd.2016.02.015.

Tan L.J., Barnett M.A., Eisenberg A., Fox Fields H., Hackell J.M., Léger M.M., Meadows B., Moore K.L., Rehm S.J., Rothholz M.C., Smith C., Talkington K., Wexler D.L. (2014). From refrigerator to arm: Issues in vaccination delivery Vaccine. 32 (21). 2389-2393. doi: 10.1016/j.vaccine.2014.02.045.

Terri B. Hyde, Holly Dentz, Susan A. Wang, Helen E. Burchett, Sandra Mounier-Jack, Carsten F. Mantel (2012). The impact of new vaccine introduction on immunization and health systems: A review of the published literature Vaccine. 30 (45). 6347-6358. doi: 10.1016/j.vaccine.2012.08.029.

Thomas D., Motomoke E., Crawford J., Defawe O., Makaya A., Ngwato J.W., Bompongo J., Monzembela J., Ailstock G., Bancroft E., Magadzire B., Baabo D., Watson N. (2021). Optimized supply chain model reduces health system costs in DRC Vaccine. 39 (30). 4166-4172. doi: 10.1016/j.vaccine.2021.05.083.

Tina-Marie Assi, Korngamon Rookkapan, Jayant Rajgopal, Vorasith Sornsrivichai, Shawn T. Brown, Joel S. Welling (2012). How influenza vaccination policy may affect vaccine logistics Vaccine. 30 (30). 4517-4523. doi: 10.1016/j.vaccine.2012.04.041.

Ulla K. Griffiths, Viola S. Korczak, Dereje Ayalew, Asnakew Yigzaw (2009). Incremental system costs of introducing combined DTwP–hepatitis B–Hib vaccine into national immunization services in Ethiopia Vaccine. 27 (9). 1426-1432. doi: 10.1016/j.vaccine.2008.12.037.

Unit 4 : Cold chain and logistics management: Immunization handbook for Medical Officers. Retrieved January 21, 2026, from https://cdn.who.int/media/docs/default-source/searo/india/publications/immunization-handbook-107-198-part2.pdf

World Health Organization et al. Effective vaccine management (EVM) initiative //EVM-setting standards for the Immunization Supply Chain. – 2011. – T. 14.

Xu Sun, Eugenia Ama Andoh, Hao Yu. (2021). A simulation-based analysis for effective distribution of COVID-19 vaccines: A case study in Norway Transportation Research Interdisciplinary Perspectives. 11 100453. doi: 10.1016/j.trip.2021.100453.

Yauba S, Joelle S, Jude N, Tracy BO, Marie K, et al. (2018) Temperature Monitoring in the Vaccine Cold Chain in Cameroon. J Vaccines Vaccin 9: 384. doi:10.4172/2157-7560.1000384, World Health Organization et al. Vaccine management and logistics support //World Health Organization (WHO). – 2020. – S. 1-15