Skip to main content

Improving the Efficiency of Transportation and Distribution of Goods in Modern Conditions

  • Chapter
  • First Online:

Part of the book series: Studies in Systems, Decision and Control ((SSDC,volume 400))

Abstract

International trade is an important industry for the national economy of any country. Effective logistics chains are required to implement it. The COVID-19 pandemic has shown the unwillingness of countries and international organizations to take coordinated measures to ensure the smooth movement of goods among countries and their efficient distribution. The lack of research on the transport of goods and their distribution, the operation of transport and the state of the supply chain in a pandemic explained by time constraints and insufficient information. The paper studies the trends in the development of international trade and international transport. The foreign experience in organizing freight transportation and their impact on international trade summarized. The impact of the COVID-19 pandemic on the logistics of distribution of goods and measures to improve them assessed. An assessment was made of the efficiency of logistics and factors affecting the development of international trade and freight transport of the EAEU countries, since these countries are an important trade and logistics intermediary in international trade between Europe and Southeast Asia. According to the results of the study, ways to improve the efficiency of logistics proposed. Logistics factors affect economic growth in different ways in each country. Considering the role of transport and logistics and their contribution to the national economy, it is necessary to take into account the mutual influence of modes of transport on the country's economy, especially in the long term. We have identified a causal relationship between modes of transport, transport infrastructure and economic growth according to the Granger test, which allows us to different developed recommendations when developing short- and long-term transport policies. Evaluation of the effectiveness of the development of logistics and trade in the commodity distribution system in the regions of Kazakhstan using the DEA-analysis method made it possible to classify and rank macroregions, and large urban agglomerations depending on the conditions for the development of logistics systems, the state of transport infrastructure and wholesale trade, freight traffic, investments in logistics, geographical location of regions. The development strategy of these objects determined by the prospects for the development and functioning of logistics and their influence on the spatial location and the efficiency of the functioning of existing logistics distribution centers.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. International Trade Statistics 2001–2020. https://www.intracen.org/itc/market-info-tools/trade-statistics/ (2020)

  2. Trade and Development Report 2020. UNCTAD. United Nations, Geneva (2020). https://unctad.org/system/files/official-document/tdr2020_en.pdf

  3. The World Trade Organization. https://www.wto.org/english/news_e/pres20_e/pr862_e.htm (2021)

  4. Global Economic Prospects. January 2021. Overview. https://openknowledge.worldbank.org/bitstream/handle/10986/34710/9781464816123-Ch01.pdf (date of the application 26 Feb 2021)

  5. Trade and Development Report. United Nations Conference on Trade and Development (2020). https://news.un.org/ru/story/2021/02/1396462. 02 Feb 2021

  6. Trade shows signs of rebound from COVID-19. WTO. Press/862 Press Release. 6 Oct 2020 (2020). https://www.wto.org/english/news_e/pres20_e/pr862_e.htm

  7. World Economic Outlook. A Long and Difficult Ascent. https://www.imf.org/en/Publications/WEO/Issues/2020/09/30/world-economic-outlook-october-2020 (2020)

  8. WTO report shows slowdown in G20 trade restrictions as COVID-19 impacts world economy. https://www.wto.org/english/news_e/news20_e/trdev_18nov20_e.htm

  9. Дoля ycлyг в BBП Toп-20 экoнoмик миpa (Share of services in GDP Top 20 Economics of the world) [in Russian]. https://credinform.ru/ru-RU/Publications/Article/6d99e95b11d8

  10. Average of exports and imports. Source: WTO-UNCTAD-ITC// statistics@wto.org

    Google Scholar 

  11. Cтpyктypa экcпopтa пo ocнoвным тoвapным гpyппaм PК. Кoмитeт пo cтaтиcтикe PК (2020) (Export structure by main commodity groups of the Republic of Kazakhstan. Committee on Statistics of the Republic of Kazakhstan) [in Russian]. https://stat.gov.kz/official/industry/31/statistic/6

  12. Cмиpнoв, E.H.: Цифpoвaя тpaнcфopмaция миpoвoй экoнoмики: тopгoвля, пpoизвoдcтвo, pынки. Mиp нayки. Mocквa (2019) [in Russian: Smirnov, E.N.: Digital Transformation of the World Economy: Trade, Production, Markets. World of Science. Moscow (2019)]

    Google Scholar 

  13. World Trade Report 2018. The future of world trade: how digital technologies are transforming global commerce. https://www.wto.org/english/res_e/publications_e/wtr18_e.htm (2018)

  14. Ушкaлoвa, Д.И.: Bлияниe пaндeмии covid-19 нa внeшнюю тopгoвлю Poccии. Becтник Инcтитyтa экoнoмики Poccийcкoй aкaдeмии нayк. №6, C. 41–51 (2020) [in Russian: Ushkalova, D.I.: Impact of the covid-19 pandemic on Russia's foreign trade. Bull. Inst. Econ. Russ. Acad. Sci. 6, 41–51 (2020)]

    Google Scholar 

  15. Meeting of the Friends of the Chair of the Working Party on Intermodal Transport and Logistics on the COVID-19 impacts on intermodal transport and logistics—outcomes and ways forward. Geneva, 28–30 Oct 2020. https://undocs.org/ECE/TRANS/WP.24/2020/5

  16. Coluccia, B., Agnusdei, G.P., Miglietta, P.P., De Leo, F.: Effects of COVID-19 on the Italian agri-food supply and value chains. Food Control 123 (2021). https://doi.org/10.1016/j.foodcont.2020.107839

  17. Petulla, A.: SEO in the age of COVID-19: organic impacts on the retail industry. Search Engine J. 10 (2020). https://www.searchenginejournal.com/seo-covid-19-retail-industry-impact/359168/#close

  18. Strategy & Retail & Consumer Team: Actionable recommendations on how retailers can manage and recover from COVID-19 (2020). https://www.strategyand.pwc.com/de/de/implications-of-covid-19/how-retailers-manage-and-recover-from-covid-19.pdf

  19. Rugaber, C., D'innocenzio, A.: Commerce Locks Up and Retail Sales Plunge Unprecedented 8.7%. AP News, New York, NY, USA (2020). https://apnews.com/c0db11c04cfe00cc9ce9097942bb0478

  20. Intini, J., Torres, J., Ramírez, A.: Series. The Food System and the Challenges of COVID-19: Food E-Commerce: Situation and Perspectives, No. 4. FAO, Santiago (2020). https://doi.org/10.4060/cb1542en

  21. FAO Food Price Index: Food_price_indices_data_mar532 (2021). http://www.fao.org/worldfoodsituation/foodpricesindex/en/

  22. Лoгиcтикa пepиoдa пaндeмии: oбзop 2020 гoдa, пpoгнoзы нa 2021 гoд (Logistics of the pandemic period: an overview of 2020, forecasts for 2021) [in Russian]. https://telsgroup.ru/media_center/tels_in_the_press/5279/. 13 Jan 2021

  23. Transport sector in context COVID-19. 2020. Supply chains for a digital world. A practical guide to achieving long and short-term goals. KPMG International (2020). https://assets.kpmg/content/dam/kpmg/xx/pdf/2019/03/supply-chains-for-a-digital-world.pdf

  24. Review of the world market of transport and logistics services. BIK Ratings (2020). https://bikratings.by/analitika/rynok-transportno-logisticheskih-uslug-belarusi/

  25. Supporting Countries in Unprecedented Times. World Bank Annual Report 2020. https://openknowledge.worldbank.org/handle/10986/34406

  26. Future of Transport: Update on the Economic Impacts of COVID-19. European Union, 2020—JRC120625. https://ec.europa.eu/jrc/sites/jrcsh/files/202005_future_of_transport_covid_sfp.brief_.pdf

  27. Covid-19. Transport brief: analysis, facts and figures for transport’s response to the coronavirus. OECD. International Transport Forum (2020). https://www.itf-oecd.org/sites/default/files/global-freight-covid-19.pdf

  28. Czerny, A.I., Fu, X., Lei, Z., Oum, T.H.: Post pandemic aviation market recovery: experience and lessons from China. J. Air Transp. Manag. 90(1) (2021). https://doi.org/10.1016/j.jairtraman.2020.101971

  29. Pearce, B.: COVID-19 Impact on air cargo. 4th GARS Online Panel Discussion “Covid-19 and Trade War: Boom or Bust Situation for Air Cargo?” (2020)

    Google Scholar 

  30. Giese, M.: Troubled Waters for the Shipping Sector. KPMG International. 22 June 2020 (2020). https://home.kpmg/xx/en/blogs/home/posts/2020/06/troubled-waters-for-the-shipping-sector.html

  31. World Container Traffic. Institute of Shipping Economics and Logistics Statistics (2021). https://www.isl.org/en/media/news

  32. Akdag, R.: The Effects of Covid-19 on Air Freight (2020). https://www.morethanshipping.com/the-effects-of-covid-19-on-air-freight/

  33. Matt, L.: Airfreight rates from China to US begin falling back to earth (2020). https://www.supplychaindive.com/news/airfreight-rates-china-us-cargo-fall-coronavirus/580238/

  34. Iacus, S.M., Natale, F., Santamaria, C., Spyratos, S., Vespe, M.: Estimating and projecting air passenger traffic during the COVID-19 coronavirus outbreak and its socio-economic impact. Saf. Sci. 129 (2020). https://doi.org/10.1016/j.ssci.2020.104791

  35. Effects of Novel Coronavirus (COVID‐19) on Civil Aviation: Economic Impact Analysis. ICAO, Montréal, Canada (2021). https://www.icao.int/sustainability/Documents/COVID-19/ICAO_Coronavirus_Econ_Impact.pdf

  36. Whelan, S.: China-Europe rail freight hits the buffers as rocketing demand brings congestion. 21 July 2020. https://theloadstar.com/china-europe-rail-freight-hits-the-buffers-as-rising-demand-brings-congestion/

  37. Virtual Multidisciplinary Advisory Group Meeting on Transport Policy Responses to the COVID-19 Crisis. https://unece.org/DAM/trans/doc/2020/wp5/11a_ILO_road_transport_COVID_meeting_9_June_2020.pdf

  38. Vandycke, N.: Transport and COVID-19: short-term chaos could bring long-term transformation (2020). https://blogs.worldbank.org/transport/transport-and-covid-19-short-term-chaos-could-bring-long-term-transformation

  39. Ivanov, D.: Predicting the impacts of epidemic outbreaks on global supply chains: a simulation-based analysis on the coronavirus outbreak (COVID-19/SARSCoV-2) case. Transp. Res. Part E: Logist. Transp. Rev. 136, 101922 (2020)

    Google Scholar 

  40. Saadat, S., Rawtani, D., Hussain, C.M.: Environmental perspective of COVID-19. Sci. Total Environ. 728(138870) (2020)

    Google Scholar 

  41. Sharma, S., Zhang, M., Anshika, J.G., Zhang, H., Kota, S.H.: Effect of restricted emissions during COVID-19 on air quality in India. Sci. Total Environ. 728(138878) (2020)

    Google Scholar 

  42. Siche, R.: What is the impact of COVID-19 disease on agriculture? Sci. Agropecu. 11(1), 3–6 (2020)

    Google Scholar 

  43. de Vos, J.: The effect of COVID-19 and subsequent social distancing on travel behavior. Transp. Res. Interdiscip. Perspect. 5, 100–121 (2020)

    Google Scholar 

  44. Ivanov, D.: Predicting the impacts of epidemic outbreaks on global supply chains: a simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case. Transp. Res. E Logist. Transp. Rev. 136(101922) (2020)

    Google Scholar 

  45. Chakraborty, I., Maity, P.: COVID-19 outbreak: migration, effects on society, global environment and prevention. Sci. Total Environ. 728(138882) (2020)

    Google Scholar 

  46. Loske, D.: The impact of COVID-19 on transport volume and freight capacity dynamics: an empirical analysis in German food retail logistics. Transp. Res. Interdiscip. Perspect. 6(100165) (2020). https://doi.org/10.1016/j.trip.2020.100165

  47. COVID-19. Facing the jobs crisis. Employment Outlook 2020. OESD. http://www.oecd.org/employment-outlook/

  48. Impacts of COVID-19 on Global Supply Chains: Facts and Perspectives. IEEE Eng. Manag. Rev. 48(3) (2020)

    Google Scholar 

  49. Hayakawa, K., Mukunok, H.: Impacts of covid-19 on international trade: evidence from the first quarter of 2020. IDE Discussion Papers, vol. 791. Institute of Developing Economies, Japan External Trade Organization (JETRO) (2020)

    Google Scholar 

  50. Hayakawa, K., Mukunok, H.: Impacts of Covid-19 on global value chains. Dev. Econ. (2021). https://doi.org/10.1111/deve.12275

    Article  Google Scholar 

  51. Haake, D.: Covid-19: impacts on freight transportation. ITE J. Inst. Transp. Eng. 90(11), 46–46 (2020)

    Google Scholar 

  52. Hobbs, J.E.: Food supply chains during the COVID‐19 pandemic. Can. J. Agric. Econ. Revue canadienne d’agroeconomie 68, 171–176 (2020)

    Google Scholar 

  53. Vu, K., Fernandez, C.: Vietnam trade ministry plans to export 800,000 tonnes of rice. Reuters, London (2020). https://www.reuters.com/article/health-coronavirus-vietnam-rice/vietnam-tradeministry-plans-to-export-800000-tonnes-of-rice-in-april-may-idUSL4N2BV1TW

  54. Jadhav, R., Bhardwaj, M.: ONTHS AGO RPT-EXCLUSIVE-Indian rice exports suspended on supply chain disruption–industry (2020). https://www.reuters.com/article/health-coronavirus-india-food/rptexclusive-indian-rice-exports-suspended-on-supply-chain-disruption-industryidUSL4N2BU0NE

  55. Richards, T.J., Rickard, B.: COVID-19 impact on fruit and vegetable markets. Can. J. Agric. Econ. 68(2), 189–194 (2020)

    Google Scholar 

  56. Gu, Y., Wallace, S.W., Wang, X.: Can an emission trading scheme really reduce CO2 emissions in the short term? Evidence from a maritime fleet composition and deployment model. Transp. Res. Part D: Transp. Environ. 74, 318–338 (2019)

    Google Scholar 

  57. Deugro Group: Coronavirus (COVID-19) Impact (2020). https://deugro-group.com/wp-content/uploads/grp_covid-19impacts_corrected_internal_external.pdf

  58. Gray, R.S.: Agriculture, transportation, and the COVID-19 crisis. Can. J. Agric. Econ. Revue Canadienne D Agroeconomie 68(2), 239–243 (2020)

    Google Scholar 

  59. Arvis, J.-F., Ojala, L., Wiederer, C., Shepherd, B., Raj, A., Dairabayeva, K., Kiiski, T.: Connecting to Compete 2018: Trade Logistics in the Global Economy. World Bank, Washington, DC (2018). https://openknowledge.worldbank.org/handle/10986/29971

  60. O внeшнeй тopгoвлe тoвapaми Eвpaзийcкoгo экoнoмичecкoгo coюзa. Aнaлитичecкий oбзop (Foreign trade in goods of the Eurasian Economic Union. Analytical overview) [in Russian]. http://www.eurasiancommission.org/ru/act/integr_i_makroec/dep_stat/tradestat/analytics/Documents/2021/Analytics_E_202012_.pdf

  61. Bнeшняя и взaимнaя тopгoвля тoвapaми Eвpaзийcкoгo экoнoмичecкoгo coюзa. Cтaтиcтикa Eвpaзийcкoгo экoнoмичecкoгo coюзa (Foreign and mutual trade in goods of the Eurasian Economic Union. Eurasian Economic Union statistics) [in Russian]. http://www.eurasiancommission.org/ru/act/integr_i_makroec/dep_stat/tradestat/time_series/Pages/default.aspx

  62. Oб итoгax внeшнeй тopгoвли тoвapaми Eвpaзийcкoгo экoнoмичecкoгo coюзa. Aнaлитичecкий oбзop. 2 ceнтябpя 2020 г. Eвpaзийcкaя экoнoмичecкaя кoмиccия (On the results of foreign trade in goods of the Eurasian Economic Union. Analytical review. 2 Sept 2020. Eurasian Economic Commission) [in Russian]. http://www.eurasiancommission.org/ru/act/integr_i_makroec/dep_stat/tradestat/analytics/Documents/2020/Analytics_E_201912_180.pdf

  63. Logistics Performance Index (LPI). The World Bank. https://lpi.worldbank.org/

  64. Ojala, L., Çelebi, D.: The World Bank’s Logistics Performance Index (LPI) and Drivers of Logistics Performance, vol. 2, 30 p. International Transport Forum, Queretaro (2015)

    Google Scholar 

  65. Arvis, J., Saslavsky, D., Ojala, L., et al.: Connecting to Compete 2016 Trade Logistics in the Global Economy: The Logistics Performance Index and Its Indicators, 76 p. The World Bank, Washington (2016)

    Google Scholar 

  66. Basarab, G.: An analysis of explanatory factors of logistics performance of a country. Amfiteatru Econ. 10(24), 143–156 (2008)

    Google Scholar 

  67. Hayaloglu, P.: The impact of developments in the logistics sector on economic growth: the case of OECD countries. Int. J. Econ. Financ. Issues 5(2), 523–530 (2015)

    Google Scholar 

  68. Bensassi, S., Ramos, L., Martínez-Zarzoso, I., et al.: Relationship between logistics infrastructure and trade: evidence from Spanish regional exports. Transp. Res. Part A 72, 47–61 (2015)

    Google Scholar 

  69. Popescu, A., Sipos, C.: Logistics performance and economic development—a comparison within the European Union. In: Proceedings of “MAC-EMM”, Prague, Czech Republic, pp. 1–9 (2014)

    Google Scholar 

  70. Martí, L., Puertas, R., García, L.: The importance of the Logistics Performance Index in international trade. Appl. Econ. 46(24), 2982–2992 (2014)

    Google Scholar 

  71. Decreux, Y., Fontagné, L.: A Quantitative Assessment of the Outcome of the DDA. Report for the European Commission, DG Trade, 10 (2006) (SI2.396873)

    Google Scholar 

  72. OECD: The economic impact of trade facilitation. OECD Trade Policy. Working Paper No. 21, OECD, Paris (2005)

    Google Scholar 

  73. Korinek, J., Sourdin, P.: To what extent are high-quality logistics services trade facilitating? OECD Trade Policy Papers No. 108. OECD Publishing, Paris (2011). https://doi.org/10.1787/5kggdthrj1zn-en

  74. Behar, A., Manners, P.: Logistics and exports. CSAE Working Paper Series No. 2008-13. Centre for the Study of African Economies, University of Oxford (2008)

    Google Scholar 

  75. Hoekman, B., Nicita, A.: Trade policy, trade costs and developing country trade. Policy Research Paper 4797. The World Bank Development Research Group (2008)

    Google Scholar 

  76. Ekici, ŞÖ., Kabak, Ö., Ülengin, F.: Linking to compete: logistics and global competitiveness interaction. Transp. Policy 48, 117–128 (2016)

    Google Scholar 

  77. d’Aleo, V.: The mediator role of logistic performance index: a comparative study. J. Int. Trade Logist. Law 1(1), 1–7 (2015)

    Google Scholar 

  78. Çelebi, Ü., Emre, M., Civelek, M.E., et al.: The mediator effect of foreign direct investments on the relation between logistics performance and economic growth. J. Glob. Strategy Manag. 9(1), 17–21 (2015)

    Google Scholar 

  79. Bugarčić, F.Ž., Skvarciany, V., Stanišić, N.: Logistics performance index in international trade: case of Central and Eastern European and Western Balkans countries. Bus.: Theory Pract. 21(2), 452–459. https://doi.org/10.3846/btp.2020.12802

  80. Зopинa, T., Tpyxaн, Ю.: Лoгиcтичecкий peйтинг 2018: лидepы и ayтcaйдepы. Hayкa и иннoвaции. №2 (192). C. 51–55 (2019). http://innosfera.by [in Russian: Zorina, T., Trukhan, Y.: Logistics ranking 2018: leaders and outsiders. Sci. Innov. 2(192), 51–55 (2019)]

  81. Beysenbaev, R.: The importance of country-level logistics efficiency assessment to the development of international trade. Br. J. Soc. Econ. Res. 3(6), 13–20 (2018)

    Google Scholar 

  82. Жyкoв, A.O., Пecтyн, У.A., Paзинькoвa, M.P.: Aнaлиз миpoвoгo и oтeчecтвeннoгo oпытa oцeнки и пpoгнoзиpoвaния эффeктивнocти пpocтpaнcтвeнныx пpoизвoдcтвeнныx и тpaнcпopтнo-лoгиcтичecкиx цeпoчeк. Peгиoнaльнaя экoнoмикa и yпpaвлeниe: элeктpoнный нayчный жypнaл. №4 (60) (2019). https://eee-region.ru/article/6010/ [in Russian: Zhukov, A.O., Pestun, U.A., Razinkova, M.R.: Analysis of world and domestic experience in assessing and predicting the effectiveness of spatial production and transport and logistics chains. Reg. Econ. Manag.: Electron. Sci. J. 4(60) (2019)]

  83. Экoнoмичecкoe paзвитиe Eвpaзийcкoгo экoнoмичecкoгo coюзa и гocyдapcтв-члeнoв в 2020 гoдy: мeждyнapoдныe peйтинги. Aнaлитичecкий дoклaд. Eвpaзийcкaя экoнoмичecкaя кoмиccия. Дeкaбpь 2020 г. http://www.eurasiancommission.org/ru [in Russian: Economic development of the Eurasian Economic Union and the Member States in 2020: international rankings. Analytical report. Eurasian Economic Commission (2020)]

  84. DOMESTIC LPI. The World Bank. https://lpi.worldbank.org/domestic

  85. Tpaнcпopт Инфpacтpyктypa. Eвpaзийcкaя экoнoмичecкaя кoмиccия. Итoг (24 Jan 2018). www.eurasiancommission.org [in Russian: Transport Infrastructure. Eurasian Economic Commission. Total, 24 Jan 2018]

  86. Bинoкypoв EЮ (peд.), Кopшyнoв ДA, Пepeбoeв BC, Цyкapeв TB (2017) Eвpaзийcкий экoнoмичecкий coюз. Caнкт-Пeтepбypг: ЦИИ EAБP. 296 c. https://mpra.ub.uni-muenchen.de/82051/2/MPRA_paper_82051.pdf [in Russian: Vinokurov, E.Yu. (ed.), Korshunov, D.A., Pereboev, V.S., Tsukarev, T.V.: Eurasian Economic Union. EDB Center for Integration Studies, St. Petersburg (2017)]

  87. Aнaлиз миpoвoгo pынкa тpaнcпopтныx ycлyг в цeляx выpaбoтки peкoмeндaций пo внeдpeнию в Eвpaзийcкий экoнoмичecкий coюз ycпeшнoгo пepeдoвoгo oпытa и нaилyчшиx мeждyнapoдныx пpaктик. Aнaлитичecкий дoклaд. Eвpaзийcкaя Экoнoмичecкaя Кoмиccия. г. Mocквa (2019). http://www.eurasiancommission.org/ru/act/energetikaiinfr/transport/Pages/info.aspx [in Russian: Analysis of the world market of transport services in order to develop recommendations for the implementation of successful advanced experience and best international practices in the Eurasian Economic Union. Analytical report. Eurasian Economic Commission, Moscow]

  88. Intermodal Transport in the Age of COVID-19 Practices, Initiatives and Responses. Building pandemic-resilient transport systems. United Nations, Geneva (2021). https://unece.org/sites/default/files/2021-02/2017694_E_web.pdf

  89. «Kazlogistics». Domestic LPI-2019. http://kazlogistics.kz/kz/ru/useful/lpi_index/

  90. Rakhmankulov, A., Sładkowski, A., Osintsev, N., Kopylova, O., Dyorina, N.: Sustainable development of transport systems for cargo flows on the east-west direction. Transport systems and delivery of cargo on the east-west routes. Studies in Systems, Decision and Control, vol. 155, pp. 3–69. Springer (2018)

    Google Scholar 

  91. Быкoвa, O.H., Пycтoxинa, И.B.: Bызoвы и пepcпeктивы paзвития pынкa тpaнcпopтнo-лoгиcтичecкиx ycлyг. Экoнoмикa, пpeдпpинимaтeльcтвo и пpaвo. Toм 10. № 1. C. 63–70 (2020) [in Russian: Bykova, O.N., Pustokhina, I.V.: Challenges and prospects for the development of the market of transport and logistics services. Econ. Entrepreneurship Law 10(1), 63–70 (2020)]

    Google Scholar 

  92. Raimbekov, Z., Syzdykbayeva, B., Rakhmetulina, Z., Zhenskhan, D.: The effectiveness of logistics development and its impact on the economies of the countries along the Silk Road passing through Kazakhstan. Transp. Probl. 13(4), 127–142 (2018)

    Google Scholar 

  93. CIS countries’ official yearly statistics reports. http://armstatbank.am; http://belstat.gov.by; http://gks.ru; http://stat.kg/ru/; http://stat.gov; https://www.stat.gov.az/

  94. World Development Indicators database. http://databank.worldbank.org/data/reports.aspx?source=2&country=KAZ

  95. EAEU countries’ official yearly statistics reports. http://armstatbank.am. http://belstat.gov.by; http://gks.ru; http://stat.kg/ru/; http://stat.gov; https://www.stat.gov.az/; http://www.statistica.md/index.php?l=ru; http://www.stat.tj/ru/

  96. Using and Interpreting Cronbach’s Alpha. http://data.library.virginia.edu/using-and-interpreting-cronbachs-alpha/

  97. Abdi, H.: Factor Rotations in Factor Analyses (2003). https://www.utdallas.edu/~herve/Abdi-rotations-pretty.pdf

  98. Charles, M.: Principal Component Analysis (PCA) & Factor Analysis (FA). http://claudiaflowers.net/rsch8140/factor_analysis.htm

  99. Bliemer, M.C.J., Mulley, C., Moutou, C.J. (eds.): Handbook on Transport and Urban Planning in the Developed World, 544 p. Edward Elgar Pub. (2016)

    Google Scholar 

  100. Moжapoвa, B.B.: Tpaнcпopт в Кaзaxcтaнe: coвpeмeннaя cитyaция, пpoблeмы и пepcпeктивы paзвития. Aлмaты: КИCИ. 216 c. (2011) [in Russian: Mozharova, V.V.: Transport in Kazakhstan: current situation, problems and development prospects, 216 p. KISI, Almaty (2011)]

    Google Scholar 

  101. Blum, U.: Effects of transportation investments on regional growth. Papers of the Regional Science Association 49, 169–184 (1982)

    Google Scholar 

  102. Lean, H.H., Hung, W., Hong, J.: Logistics and economic development: experience from China. Transp. Policy 32, 96–104 (2014)

    Google Scholar 

  103. Hong, J.J., Chu, Z., Wang, Q.: Transport infrastructure and regional economic growth: evidence from China. Transportation 38(5), 737–752 (2011)

    Google Scholar 

  104. Pradhan, R.P., Bagchi, T.P.: Effect of transportation infrastructure on economic growth in India: the VECM approach. Res. Transp. Econ. 38(1), 139–148 (2013)

    Google Scholar 

  105. Andersson, A.E., Anderstig, C., Harsman, B.: Knowledge and communications infrastructure and regional economic change. Reg. Sci. Urban Econ. 20(3), 359–376 (1990)

    Google Scholar 

  106. Aushauer, D.: Is public expenditure productive? J. Money Credit Bank. 23(2), 177–200 (1989)

    Google Scholar 

  107. Alleman, J., Hunt, C., Michaels, D., Mueller, M., Rappoport, P., Taylor, L.: Telecommunications and economic development: empirical evidence from Southern Africa. In: Proceedings of the Paper Presented to the 10th Biennial International Telecommunications Society Meeting, Sydney (1994)

    Google Scholar 

  108. Fernald, J.G.: Road stop property? Assessing the link between public capital and productivity. Am. Econ. Rev. 89(3), 619–638 (1999)

    Google Scholar 

  109. Rietveld, P.: Infrastructure and regional development: a survey of multi-regional economic models. Ann. Reg. Sci. 23(4), 255–274 (1989)

    Google Scholar 

  110. Eakin, D.H., Schwartz, A.E.: Infrastructure in a structural of economic growth. Reg. Sci. Urban Econ. 25, 131–151 (1995)

    Google Scholar 

  111. Moreno, R., Artis, M., Lopez-Bazo, E., Surinach, J.: Evidence on the complex link between infrastructure and regional growth. Int. J. Dev. Plan. Lit. 12(1–2), 81–108 (1997)

    Google Scholar 

  112. Cadot, O., Roller, L.H., Stephan, A.: Contribution to productivity or pork barrel? The two faces of infrastructure investment. J. Public Econ. 90, 1133–1153 (2006)

    Google Scholar 

  113. Mody, A., Wang, F.-Y.: Explaining industrial growth in coastal China: economic reforms and what else? World Bank Econ. Rev. 11(2), 293–325 (1997)

    Google Scholar 

  114. Fleisher, B.M., Chen, J.: The coast-non coast income gap, productivity and regional economic policy in China. J. Comp. Econ. 25(2), 220–236 (1997)

    Google Scholar 

  115. Liu, W., Li, W., Huang, W.: Analysis of the dynamic relation between logistics development and GDP growth in China. In: Proceedings of IEEE International Conference on Service Operations and Logistics, and Informatics. SOLI2006, Art. No. 1700855, pp. 153–157 (2006)

    Google Scholar 

  116. Zhu, H.W., Wang, H.Y., Zhu, Y.M.: The research of relationship between economy development and logistics development based on statistical analysis. In: Proceedings of the 14th International Conference on Management Science and Engineering, Art. No. 4422036, pp. 1372–1377 (2008)

    Google Scholar 

  117. Fan, S., Chan-Kang, C.: Regional road development, rural and urban poverty: evidence from China. Transp. Policy 15, 305–314 (2008)

    Google Scholar 

  118. Gunasekera, K., Anderson, W., Lakshmanan, T.R.: Highway-induced development: evidence from Sri Lanka. World Dev. 36(11), 2371–2389 (2008)

    Google Scholar 

  119. Щepбaнин, Ю.A.: Tpaнcпopт и экoнoмичecкий pocт: взaимocвязь и влияниe. Жypнaл Eвpaзийcкaя экoнoмичecкaя интeгpaция. №3(12). C. 65–78 (2011) [in Russian: Shcherbanin, Yu.A.: Transport and economic growth: relationship and impact. J. Euras. Econ. Integr. 3(12), 65–78 (2011)]

    Google Scholar 

  120. Arvin, M.B., Pradhan, R.P., Norman, N.R.: Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries. Utilities Policy 35, 50–66 (2015). https://doi.org/10.1016/j.jup.2015.07.003

  121. Sezer, S., Abasiz, T.: The impact of logistics industry on economic growth: an application in OECD countries. Euras. J. Soc. Sci. 5(1), 11–23 (2017)

    Google Scholar 

  122. Franklin, R.S., van Leeuwen, E.S., Antonio Paez, A.: Population Loss: The Role of Transportation and Other Issues, vol. 2, 215 p. Academic (2018)

    Google Scholar 

  123. Eфимoвa, E.Г.: Poль тpaнcпopтa в экoнoмичecкoм paзвитии peгиoнa: мeждyнapoдный acпeкт. Becтник CПбГУ. Cep 5. Bып. 1. C. 77–85 (2009) [in Russian: Efimova, E.G.: The role of transport in the economic development of the region: the international aspect. Bull. St. Petersburg State Univ. 5(1), 77–85 (2009)]

    Google Scholar 

  124. Cтяжкин, M.H.: Пoдxoды и мeтoды aнaлизa влияния мeждyнapoдныx тpaнcпopтнo-лoгиcтичecкиx cиcтeм нa coциaльнo-экoнoмичecкoe paзвитиe peгиoнa. Aктyaльныe пpoблeмы экoнoмики и пpaвa. № 1. C. 130–138 (2013) [in Russian: Styazhkin, M.N.: Approaches and methods of analysis of the impact of international transport and logistics systems on the socio-economic development of the region. Actual Probl. Econ. Law 1, 130–138 (2013)]

    Google Scholar 

  125. Paxмaнгyлoв, A.H., Кoпылoвa, O.A.: Oцeнкa coциaльнo-экoнoмичecкoгo пoтeнциaлa peгиoнa для paзмeщeния oбъeктoв лoгиcтичecкoй инфpacтpyктypы. Экoнoмикa peгиoнa. № 2. C. 254–263 (2014) [in Russian: Rakhmangulov, A.N., Kopylova, O.A.: Assessment of the socio-economic potential of the region for the placement of logistic infrastructure facilities. Econ. Reg. 2, 254–263 (2014)]

    Google Scholar 

  126. Roller, L.H., Waverman, L.: Telecommunications infrastructure and economic development: a simultaneous approach. Am. Econ. Rev. 91(4), 909–924 (2001)

    Google Scholar 

  127. Cai, D.P.: Statistical analysis of the modern logistics industry and the national economy. Logistics 21, 74–75 (2006)

    Google Scholar 

  128. Johansen, S., Juselius, K.: Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxf. Bull. Econ. Stat. 52(2), 169–210 (1990)

    Google Scholar 

  129. Granger, C.W.: Some properties of time series data and their use in econometric model specification. J. Econom. 16(1), 121–130 (1981)

    Google Scholar 

  130. Aйвaзян, C.A., Mxитapян, B.C.: Пpиклaднaя cтaтиcтикa и ocнoвы экoнoмeтpики. Mocквa: Юнити. 1000 c. (1998) [in Russian: Ayvazyan, S.A., Mkhitaryan, V.S.: Applied statistics and foundations of econometrics, 1000 p. Unity, Moscow (1998)]

    Google Scholar 

  131. Hamilton, J.D.: Time Series Analysis, 815 p. Princeton University Press (1994)

    Google Scholar 

  132. Dablanc, L., Rakotonarivo, D.: The impacts of logistic sprawl: how does the location of parcel transport terminals affect the energy efficiency of goods’ movements in Paris and what can we do about it? Procedia—Social and Behavioral Sciences. The Sixth International Conference on City Logistics 2(3), 6087–6096 (2010)

    Google Scholar 

  133. Crainic, T.G., Gendreau, M., Potvin, J.-Y.: Intelligent freight transportation systems: assessment and the contribution of operations research. Transp. Res. Part C: Emerg. Technol. 17(6), 541–557 (2009)

    Google Scholar 

  134. Dobbs, R., Smit, S., Remes, J., Manyika, J., Roxburgh, C., Restrepo, A.: Urban World: Mapping the Economic Power of Cities (McKinsey Global Institute) (2011)

    Google Scholar 

  135. Cap Gemini: Evolving e-commerce market dynamics (2013). https://www.capgemini.com/resource-file-access/resource/pdf/evolving_e-commerce_market_dynamics.pdf

  136. Nielsen: E-commerce: evolution or revolution in the fast-moving consumer goods world? (2014). http://www.nielsen.com/content/dam/nielsenglobal/apac/docs/reports/2014/Nielsen-Global-E-commerce-Report-August-2014.pdf

  137. Demir, E., Huang, Y., Scholts, S., Van Woensel, T.: A selected review on the negative externalities of the freight transportation: modeling and pricing. Transp. Res. Part E 77, 95–114 (2015)

    Google Scholar 

  138. Rose, C.: Amazon’s drone fleet delivers what Bezos wants: an image of ingenuity. CBS News (2013)

    Google Scholar 

  139. Macharis, C., Melo, S.: City Distribution and Urban Freight Transport: Multiple Perspectives. Edward Elgar, Cheltenham, UK (2011)

    Google Scholar 

  140. Masson, R., Trentini, A., Lehuédé, F., Malhéné, N., Péton, O., Tlahig, H.: Optimization of a city logistics transportation system with mixed passengers and goods. EURO J. Transp. Logist. 6, 81–109 (2017)

    Google Scholar 

  141. Taniguchi, E., Thompson, R.G., Yamada, T.: Visions for city logistics. In: Taniguchi, E., Thompson, R.G. (eds.) Logistics Systems for Sustainable Cities, Proceedings of the 3rd International Conference on City Logistics, pp. 1–16. Elsevier, Amsterdam (2004)

    Google Scholar 

  142. Dablanc, L.: Goods transport in large European cities: difficult to organize, difficult to modernize. Transp. Res. Part A Policy Pract. 41(3), 280–285 (2007)

    Google Scholar 

  143. Crainic, T.G., Ricciardi, N., Storchi, G.: Models for evaluating and planning city logistics systems. Transp. Sci. 43(4), 432–454 (2009)

    Google Scholar 

  144. Munuzuri, J., Larraneta, J., Onieva, L., Cortes, P.: Solutions applicable by local administrations for urban logistics improvement. Cities 22, 15–28 (2005)

    Google Scholar 

  145. Baybars, M., Dablanc, L.: Meeting the challenges of urban freight in European cities: the cases of London and Paris. In: World Conference on Transport Research, Istanbul (2004)

    Google Scholar 

  146. Boudouin, D.: Guide des espaces logistiques urbains. La Documentation francёaise, Paris (2006)

    Google Scholar 

  147. van Rooijen, T., Quak, H.: Local impacts of a new urban consolidation centre—the case of Binnenstadservice.nl. In: 6th International Conference on City Logistics, vol. 2, no. 3, pp. 5967–5979 (2010)

    Google Scholar 

  148. Janssen, B.J.P., Oldenburger, A.H.: Product channel logistics and city distribution centers. The case of the Netherlands. In: OECD Seminar on Future Road Transport Systems and Infrastructures in Urban Areas, Chiba, 1991, pp. 289–302

    Google Scholar 

  149. Thompson, R.G., Taniguchi, E.: City logistics and transportation. In: Handbook of Logistics and Supply-Chain Management, pp. 393–405. Elsevier, Amsterdam (2001)

    Google Scholar 

  150. Quak, H.J., de Koster, R.: Delivering goods in urban areas: how to deal with urban policy restrictions and the environment? Transp. Sci. 43, 211–227 (2009)

    Google Scholar 

  151. Vilko, J., Karandassov, B., Myller, E.: Logistic infrastructure and its effects on economic development. China–USA Bus. Rev. 11, 1152–1167 (2011)

    Google Scholar 

  152. Липичник, M.И., Лyкиныx, B.Ф., Швaлoв, П.Г.: Лoгиcтичecкaя инфpacтpyктypa кaк фaктop пoвышeния кoнкypeнтocпocoбнocти тeppитopии (2012) [in Russian: Lipichnik, M.I., Lukinykh, V.F., Shvalov, P.G.: Logistic infrastructure as a factor in increasing the competitiveness of the territory (2012)]. https://scholar.google.ru/scholar?oi=bibs&cluster=15577214606620150084&btnI=1&hl=ru

  153. Charnes, A., Cooper, W., Rhodes, E.: Evaluating program and managerial efficiency: an application of data envelopment analysis to program follow through. Manag. Sci. 27, 668–697 (1981)

    Google Scholar 

  154. Malmquist, S.: Index numbers and indifference curves. Trabajos de Estatistica 4(1), 209–242 (1953)

    MathSciNet  MATH  Google Scholar 

  155. Fare, R., Primont, D.: Multi-output Production and Duality: Theory and Application, p. 167. Kluwer Academic Publishers, Boston (1995)

    MATH  Google Scholar 

  156. Todorova, D.: Logistics infrastructure—an attempt at a definition. Econ. Thought 5, 91–111 (2004)

    Google Scholar 

  157. Taniguchi, E., Russell, G., Thompson, R.G., Yamada, T.: Recent trends and innovations in modelling city logistics. In: Eighth International Conference on City Logistics: Procedia Social and Behavioral Sciences, vol. 125, pp. 4–14 (2014)

    Google Scholar 

  158. Crainic, T.G., Ricciardi, N., Storchi, G.: Advanced freight transportation systems for congested urban areas. Transp. Res. Part C 12, 119–137 (2004)

    Google Scholar 

  159. Schliwa, G., Armitage, R., Aziz, S., Evans, J., Rhoades, J.: Sustainable city logistics—making cargo cycles viable for urban freight transport. Res. Transp. Bus. Manag. 15, 50–57 (2015)

    Google Scholar 

  160. Verlinde, S., Macharis, C., Witlox, F.: How to consolidate urban flows of goods without setting up an urban consolidation centre? Procedia Soc. Behav. Sci. 39, 687–701 (2012)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Aleksandr Sładkowski .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Raimbekov, Z., Sładkowski, A., Syzdykbayeva, B., Azatbek, T., Sharipbekova, K. (2022). Improving the Efficiency of Transportation and Distribution of Goods in Modern Conditions. In: Sładkowski, A. (eds) Modern Trends and Research in Intermodal Transportation. Studies in Systems, Decision and Control, vol 400. Springer, Cham. https://doi.org/10.1007/978-3-030-87120-8_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-87120-8_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-87119-2

  • Online ISBN: 978-3-030-87120-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics