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Abstract

Purpose: This study aims to explore the correlation between infrastructure development and LPI.


Research Design and Methodology: A systematic literature review and bibliometric analysis were employed in this study, with a total of 82 pieces of literature relevant to the topic under discussion. Network and DAG visualizations were also created, each designed to map research topics and illustrate the causal relationships between the two subjects.


Findings and Discussion: The results of this study confirm a significant relationship between infrastructure and LPI, with trade sector acting as a mediating factor. The results also show that ports and roads are infrastructure that should not be overlooked. Good governance and government are essential.


Implications: In practice, policymakers should not ignore the impact of infrastructure development, especially on ports and roads. The development of communication networks (both internal and external channels) is recommended to improve government governance in managing infrastructure.

Keywords

Economy Infrastructure logistics performance index lpi trade

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite
Bentar, D. R. ., Permana, E., & Okitasari, H. (2025). The Significant Effect of Infrastructure Development on Logistics Performance Index. Atestasi : Jurnal Ilmiah Akuntansi, 8(2), 410–425. https://doi.org/10.57178/atestasi.v8i2.1645
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References

  1. Adl-Zarrabi, B. (2017). What is “Infrastructure Physics”? Energy Procedia, 132, 520–524. https://doi.org/10.1016/j.egypro.2017.09.707
  2. Amankwah-Amoah, J., Bai, Y., Liu, L., Wang, S., & Zhang, H. (2025). Bridging the gap: how transport infrastructure reduces bilateral trade costs to fuel GDP growth. Journal of Chinese Economic and Business Studies, 23(2), 295–320. https://doi.org/10.1080/14765284.2025.2472502
  3. Andani, I. G. A., Puello, L., & Geurs, K. (2019). Effects of Toll Road Construction on Local Road Projects in Indonesia. Journal of Transport and Land Use, 12. https://doi.org/10.5198/jtlu.2019.1258
  4. Arshed, N., Hassan, M. S., Khan, M. U., & Uppal, A. A. (2022). Moderating Effects of Logistics Infrastructure Development and Real Sector Productivity: A Case of Pakistan. Global Business Review, 23(3), 676–693. https://doi.org/10.1177/0972150919879307
  5. Arvis, J.-F. (2023). The Logistics Performance Index 2023 Overview of methodology and main results.
  6. Asongu, S. A., Diop, S., Emeka, E. T. G., & Ogbonna, A. O. (2024). The role of governance and infrastructure in moderating the effect of resource rents on economic growth. Politics and Policy, 52(5), 1059–1080. https://doi.org/10.1111/polp.12623
  7. Aydas, O. T., Ross, A. D., & Parker, H. (2020). Exploring country-level logistics infrastructure, market potential, trade exports amongst developed and emerging markets. Journal of Transport and Supply Chain Management, 14, 1–11. https://doi.org/10.4102/jtscm.v14i0.487
  8. Barata, F. A. (2020). High Cost of Logistics and Solutions. Proceedings of the 17 Th International Symposium on Management (INSYMA 2020), 407–410. https://doi.org/10.2991/aebmr.k.200127.083
  9. Bayoumi, E., El Gazzar, S., & Abdelbary, A. (2023). Structural equation model to assess the relationship between national road transport infrastructure investments and a country’s logistics performance: A study on Egypt. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4385809
  10. Bayoumi, E. O., Elgazzar, S., Abdel Bary, A., & Ricci, S. (2021). The Role of Road Transport Infrastructure Investments on Logistics Performance: A Research Agenda. International Business Logistics, 1(2), 16. https://doi.org/10.21622/ibl.2021.01.2.016
  11. Beitelmal, W. H., Molenaar, K. R., Javernick-Will, A., & Smadi, O. (2017). Strategies to Enhance Implementation of Infrastructure Asset Management in Developing Countries. Transportation Research Record, 2646(1), 39–48. https://doi.org/10.3141/2646-05
  12. Ben Haj Ahmed, R., Bouzir, A., Benhadj Mbarek, M. H., & Benammou, S. (2023). The Impact Of Logistics Performance Index On Port Infrastructure Quality: Comparative Study Tunisia Morocco. Archives of Transport, 67(3), 71–89. https://doi.org/10.5604/01.3001.0053.7212
  13. Bensassi, S., Márquez-Ramos, L., Martínez-Zarzoso, I., & Suárez-Burguet, C. (2015). Relationship between logistics infrastructure and trade: Evidence from Spanish regional exports. Transportation Research Part A: Policy and Practice, 72, 47–61. https://doi.org/10.1016/j.tra.2014.11.007
  14. Bezruchonak, A. (2017). Geographic structure of road transportation and logistics infrastructure in the Republic of Belarus. Prace Komisji Geografii Komunikacji PTG, 20(2). https://doi.org/10.4467/2543859xpkg.17.007.7389
  15. Bhattacharyya, S., & Patel, S. (2022). Exploratory Study Explicating Value Addition of Emerging Technologies in the Infrastructure Component of Logistics Performance Index (LPI): A Study of the Indian Context. International Journal of Applied Logistics, 12, 1–16. https://doi.org/10.4018/IJAL.286165
  16. Bozkurt, T., & Karaköy, Ç. (2025). ISPEC The Interaction Between Foreign Trade and the Logistics Performance Index in BRICS Countries. ISPEC, 9(1), 33–41. https://doi.org/10.5281/zenodo.15188968
  17. Bugarčić, F., Skvarciany, V., & Stanišić, N. (2020). Logistics performance index in international trade: case of Central and Eastern European and Western Balkans countries. Business: Theory and Practice, 21(2), 452–459. https://doi.org/10.3846/btp.2020.12802
  18. Butkus, M., Mačiulytė-Šniukienė, A., & Matuzevičiūtė, K. (2023). Transport Infrastructure Investments as a Factor of Economic Growth of European Union Countries. TalTech Journal of European Studies, 13(1), 150–176. https://doi.org/10.2478/bjes-2023-0008
  19. Çakır, S. (2017). Measuring logistics performance of OECD countries via fuzzy linear regression. Journal of Multi-Criteria Decision Analysis, 24(3–4), 177–186. https://doi.org/10.1002/mcda.1601
  20. Carlucci, F., Cirà, A., Forte, E., & Siviero, L. (2017). Infrastructure and logistics divide: regional comparisons between North Eastern & Southern Italy. Technological and Economic Development of Economy, 23(2), 243–269. https://doi.org/10.3846/20294913.2015.1070768
  21. Cedillo-Campos, M. G., Piña-Barcenas, J., Pérez-González, C. M., & Mora-Vargas, J. (2022). How to measure and monitor the transportation infrastructure contribution to logistics value of supply chains? Transport Policy, 120, 120–129. https://doi.org/10.1016/j.tranpol.2022.03.001
  22. Çelebi, D. (2019). The role of logistics performance in promoting trade. Maritime Economics and Logistics, 21(3), 307–323. https://doi.org/10.1057/s41278-017-0094-4
  23. Çemberci, M., Civelek, M. E., & Canbolat, N. (2015). The Moderator Effect of Global Competitiveness Index on Dimensions of Logistics Performance Index. Procedia - Social and Behavioral Sciences, 195, 1514–1524. https://doi.org/10.1016/j.sbspro.2015.06.453
  24. Chan, M., Jin, H., van Kan, D., & Vrcelj, Z. (2022). Developing an innovative assessment framework for sustainable infrastructure development. Journal of Cleaner Production, 368, 133185. https://doi.org/https://doi.org/10.1016/j.jclepro.2022.133185
  25. Chciałowski, M. (2018). The Importance Of Transport Infrastructure Investments In Regional Development Of The Norte Region In Portugal And The Masovian Voivodship In Poland. Acta Scientiarum Polonorum. Oeconomia, 17(4), 23–29. https://doi.org/10.22630/aspe.2018.17.4.48
  26. Coşkun, H. İ., & Civelek, M. E. (2020). Effects Of The Sub-Dimensions Of Logistics Performance Index On Foreign Trade Coverage Ratio. In Journal of International Trade, Logistics and Law (Vol. 6, Issue 2).
  27. Dağdeviren, I. E., & Erturgut, R. (2024). The Mediating Role of Supply Chain Integration in the Relationship Between Supply Chain Strategy and Logistics Performance. Sustainability (Switzerland), 16(21). https://doi.org/10.3390/su16219514
  28. Dai, Y. (2022). China’s Infrastructure Investment to the Belt and Road: The Case of the China-Indochina Peninsula Economic Corridor. Chinese Economy, 55(3), 169–187. https://doi.org/10.1080/10971475.2021.1958452
  29. Ding, T., Zhu, W., & Zhao, M. (2023). Does Cross-Border Logistics Performance Contribute to Export Competitiveness? Evidence from China Based on the Iceberg Transport Cost Model. Sustainability (Switzerland), 15(1). https://doi.org/10.3390/su15010490
  30. El-Anis, I. (2021). Transport Infrastructure and Regional Integration in the Middle East. The Muslim World, 111(1), 27–53. https://doi.org/https://doi.org/10.1111/muwo.12371
  31. Erturgut, R., Coşkun, A. E., & Özer Alpar, M. (2018). City Logistics And Logistics Performance: A Comparison Of Successful Countries In Logistic Performance Index. https://www.researchgate.net/publication/325746512
  32. Fiedler, J., & Wendler, A. (2016). Berlin Brandenburg Airport. In G. Kostka & J. Fiedler (Eds.), Large Infrastructure Projects in Germany: Between Ambition and Realities (pp. 87–145). Springer International Publishing. https://doi.org/10.1007/978-3-319-29233-5_4
  33. Frandsen, T. F., Bruun Nielsen, M. F., Lindhardt, C. L., & Eriksen, M. B. (2020). Using the full PICO model as a search tool for systematic reviews resulted in lower recall for some PICO elements. Journal of Clinical Epidemiology, 127, 69–75. https://doi.org/https://doi.org/10.1016/j.jclinepi.2020.07.005
  34. Gani, A. (2017). The Logistics Performance Effect in International Trade. Asian Journal of Shipping and Logistics, 33(4), 279–288. https://doi.org/10.1016/j.ajsl.2017.12.012
  35. Göçer, A., Özpeynirci, Ö., & Semiz, M. (2022). Logistics performance index-driven policy development: An application to Turkey. Transport Policy, 124, 20–32. https://doi.org/10.1016/j.tranpol.2021.03.007
  36. Gurara, D., Klyuev, V., Mwase, N., & Presbitero, A. F. (2018). Trends and Challenges in Infrastructure Investment in Developing Countries. Revue Internationale de Politique de Développement, 10. https://doi.org/10.4000/poldev.2802
  37. Harizi, R. (2023). Maritime infrastructure and growth: econometric measurement using panel data from Tunisia. Journal of Shipping and Trade, 8(1). https://doi.org/10.1186/s41072-022-00130-9
  38. Hayyat, U., Qian, L., Saeed, M., & Nawaz, W. (2025). Modeling the Growth Dynamics of Logistics Performance: Industrialization, Environmental Technology, and Economic Transformation in Manufacturing Economies. Systems, 13(5). https://doi.org/10.3390/systems13050375
  39. Hlali, A. (2024). Impact of logistics and economic structure on seaport infrastructure: a case of Mediterranean countries. Australian Journal of Maritime and Ocean Affairs, 16(2), 175–185. https://doi.org/10.1080/18366503.2023.2217584
  40. Holmgren, J., & Merkel, A. (2017). Much ado about nothing? – A meta-analysis of the relationship between infrastructure and economic growth. Research in Transportation Economics, 63, 13–26. https://doi.org/10.1016/j.retrec.2017.05.001
  41. Iskandar, T., & Arifin, R. (2023). Navigating Indonesia’s Logistics And Supply Chain Challenges: A Data-Driven Analysis Of Logistics Performance Index. Jurnal BPPK: Badan Pendidikan Dan Pelatihan Keuangan, 16(1), 110–123. https://doi.org/10.48108/jurnalbppk.v16i1.820
  42. Ivut, R. B., Popov, P. V, Lapkovskaya, P. I., & Prokopov, S. V. (2023). Theoretical and methodological substantiation of the assessment and development of logistics infrastructure. Science & Technique, 23(1), 69–78. https://doi.org/10.21122/2227-1031-2023-23-1-69-78
  43. Jayathilaka, R., Jayawardhana, C., Embogama, N., Jayasooriya, S., Karunarathna, N., Gamage, T., & Kuruppu, N. (2022). Gross domestic product and logistics performance index drive the world trade: A study based on all continents. PLoS ONE, 17(3 March). https://doi.org/10.1371/journal.pone.0264474
  44. Jonasíková, D., Konečný, V., & Zuzaniak, M. (2025). Evolution of logistics performance index and their structure in selected countries. Transportation Research Procedia, 87, 217–231. https://doi.org/10.1016/j.trpro.2025.04.125
  45. Kabak, Ö., Önsel Ekici, Ş., & Ülengin, F. (2020). Analyzing two-way interaction between the competitiveness and logistics performance of countries. Transport Policy, 98, 238–246. https://doi.org/10.1016/j.tranpol.2019.10.007
  46. Kabak, Ö., Ülengin, F., & Önsel Ekici, Ş. (2018). Connecting logistics performance to export: A scenario-based approach. Research in Transportation Economics, 70, 69–82. https://doi.org/10.1016/j.retrec.2018.05.007
  47. Kareem, O. I. (2025). The effects of export-facilitating quality infrastructure on Africa’s exports. Journal of Trade Science, 13(1), 65–84. https://doi.org/10.1108/jts-04-2024-0024
  48. Karymshakov, K., & Sulaimanova, B. (2021). The impact of infrastructure on trade in Central Asia. Asia Europe Journal, 19, 5–20. https://doi.org/10.1007/s10308-021-00613-7
  49. Khadim, Z., Batool, I., Akbar, A., Poulova, P., & Akbar, M. (2021). Mapping the moderating role of logistics performance of logistics infrastructure on economic growth in developing countries. Economies, 9(4). https://doi.org/10.3390/economies9040177
  50. Kim, K. (2023). Analysing Indonesia’s infrastructure deficits from a developmentalist perspective. Competition and Change, 27(1), 115–142. https://doi.org/10.1177/10245294211043355
  51. Knox, H., Gambino, E., & Stein, F. (2023). Infrastructure. Open Encyclopedia of Anthropology. https://doi.org/10.29164/23infrastructure
  52. Koh, B. H., Wong, W. P., Tang, C. F., & Lim, M. K. (2018). The double-edge resource-based view of logistics performance and governance in Asian countries. Asia Pacific Journal of Marketing and Logistics, 30(3), 652–668. https://doi.org/10.1108/APJML-07-2017-0135
  53. Kolodiichuk, V., Cherevko, H., & Popivniak, R. (2023). Quality Assessment of Transit Potential of the Transport–Logistics System of Ukraine. Global Business Review, 24(1), 171–184. https://doi.org/10.1177/0972150920907008
  54. Koyuncu, T., Doğaner, B., & Alola, A. A. (2023). The criticality of transport and export activities in the economic prosperity of high-middle income countries: the role of logistics performance. Urban, Planning and Transport Research, 11(1). https://doi.org/10.1080/21650020.2023.2182353
  55. Kunanbayeva, D., Izteleuova, Z., Izteleuova, M., & Mias, A. (2022). Public Administration Of The Transport And Logistics Sector In Kazakhstan Based On The Data From The Global Logistics Performance Index. Public Policy and Administration, 21(5), 703–714. https://doi.org/10.13165/VPA-22-21-5-15
  56. Lanz, R., & Piermartini, R. (2021). Specialisation within global value chains: Transport infrastructure matter upstream. World Economy, 44(8), 2410–2432. https://doi.org/10.1111/twec.13106
  57. Le, D. N. (2022). Export, Logistics Performance, and Regional Economic Integration: Sectoral and Sub-Sectoral Evidence from Vietnam. Journal of International Logistics and Trade, 20(1), 37–56. https://doi.org/10.24006/jilt.2022.20.1.037
  58. Limcharoen, A., Jangkrajarng, V., Wisittipanich, W., & Ramingwong, S. (2017). Thailand Logistics Trend: Logistics Performance Index. In International Journal of Applied Engineering Research (Vol. 12). http://www.ripublication.com
  59. Liu, X. (2024). The Role of Logistics and Infrastructure in Promoting International Trade. Journal of Education and Educational Research, 9, 281–286. https://doi.org/10.54097/j25ch550
  60. Ma’rifah, A. (2022). The Effect of Infrastructure Development on Economic Growth. Efficient: Indonesian Journal of Development Economics, 5(3), 230–241. https://doi.org/10.15294/efficient.v5i3.54394
  61. Martínez-Moya, J., Vanelslander, T., Feo-Valero, M., & Debón, A. (2025). Transhipment port competitiveness assessment: the importance of port location. WMU Journal of Maritime Affairs, 24(2), 179–199. https://doi.org/10.1007/s13437-025-00372-x
  62. Maryani, D., & Abidin, Z. (2022). Jakarta-Bandung High-Speed Train Infrastructure Development. Jurnal Ilmiah Administrasi Pemerintahan Daerah, 14(1), 162–179.
  63. Mercan, Y., & Aydın, H. (2024). Logistics Performance Index of Africa: An Indicator for Türkiye and Africa Trade Relations? Süleyman Demirel Üniversitesi Vizyoner Dergisi, 15(42), 553–569. https://doi.org/10.21076/vizyoner.1409760
  64. Mešić, A., Miškić, S., Stević, Z., & Mastilo, Z. (2022). Hybrid MCDM Solutions for Evaluation of the Logistics Performance Index of the Western Balkan Countries. ECONOMICS - Innovative and Economics Research Journal, 10(1), 13–34. https://doi.org/10.2478/eoik-2022-0004
  65. Mujiya Ulkhaq, M., & Nagris Pratiwi, T. (2025). Analysis of Indonesia’s Position in the 2023 Logistics Performance Index. Science and Education, 4, 581–587.
  66. Munim, Z. H., & Schramm, H.-J. (2018). The impacts of port infrastructure and logistics performance on economic growth: the mediating role of seaborne trade. Journal of Shipping and Trade, 3(1). https://doi.org/10.1186/s41072-018-0027-0
  67. Ohakwe, C. R., & Wu, J. (2025). The impact of macroeconomic indicators on logistics performance: A comparative analysis using simulated scenarios. Sustainable Futures, 9. https://doi.org/10.1016/j.sftr.2025.100567
  68. Olyanga, A. M., Shinyekwa, I. M. B., Ngoma, M., Nkote, I. N., Esemu, T., & Kamya, M. (2022). Export logistics infrastructure and export competitiveness in the East African Community. Modern Supply Chain Research and Applications, 4(1), 39–61. https://doi.org/10.1108/mscra-09-2021-0017
  69. Özceylan, E., Çetinkaya, C., Erbaş, M., & Kabak, M. (2016). Logistic performance evaluation of provinces in Turkey: A GIS-based multi-criteria decision analysis. Transportation Research Part A: Policy and Practice, 94, 323–337. https://doi.org/10.1016/j.tra.2016.09.020
  70. Pan, W. T., Jiang, B., Wang, Y., Cai, Y., & Ji, X. (2022). Comparison and Suggestions of Logistics Performance Index of Main Countries of Belt and Road Strategy Based on Bootstrap DEA Model. Computational Intelligence and Neuroscience, 2022. https://doi.org/10.1155/2022/2159578
  71. Parianom, R., . D., & Utami, K. (2024). An Examination of the Logistics Infrastructure’s Impact on the Economic Growth of ASEAN. KnE Social Sciences. https://doi.org/10.18502/kss.v9i20.16470
  72. Park, S. (2020). Quality of transport infrastructure and logistics as source of comparative advantage. Transport Policy, 99, 54–62. https://doi.org/10.1016/j.tranpol.2020.07.016
  73. Pehlivan, P., Aslan, A. I., David, S., & Bacalum, S. (2024). Determination of Logistics Performance of G20 Countries Using Quantitative Decision-Making Techniques. Sustainability (Switzerland) , 16(5). https://doi.org/10.3390/su16051852
  74. Putra, N. E. (2020). LM FEB UI Umumkan Daya Saing Indonesia 2020. FEB UI.
  75. Rahman, I. U., Shafi, M., Junrong, L., Fetuu, E. T. M. K., Fahad, S., & Sharma, B. P. (2021). Infrastructure and Trade: An Empirical Study Based on China and Selected Asian Economies. SAGE Open, 11(3). https://doi.org/10.1177/21582440211036082
  76. Rahmanov, F., Lala Neymatova, L. N., Aliyeva, R., & Hashimova, A. (2022). Management of the Transport Infrastructure of Global Logistics: Cross-Country Analysis. Marketing and Management of Innovations, 13(4), 65–75. https://doi.org/10.21272/mmi.2022.4-07
  77. Raimbekov, Z., Baimbetova, A., Syzdykbayeva, B., & Rakhmetulina, Z. (2016). Evaluating the impact of logistics infrastructure on the functioning and development of regional economy. Economic Annals-XXI, 160(7–8), 100–104. https://doi.org/10.21003/ea.V160-20
  78. Ray, D., & Ing, L. Y. (2016). Addressing Indonesia’s Infrastructure Deficit. Bulletin of Indonesian Economic Studies, 52(1), 1–25. https://doi.org/10.1080/00074918.2016.1162266
  79. Rezaei, J., van Roekel, W. S., & Tavasszy, L. (2018). Measuring the relative importance of the logistics performance index indicators using Best Worst Method. Transport Policy, 68, 158–169. https://doi.org/10.1016/j.tranpol.2018.05.007
  80. Sabir, M., Akram, M., & Mian, R. U. (2024). Transport, Logistics, And Economic Growth Nexus: A Cross-Country Analysis. Transport and Telecommunication, 25(4), 462–472. https://doi.org/10.2478/ttj-2024-0033
  81. Saini, M., & Hrušecká, D. (2021). Comparative impact of logistics performance index, ease of doing business and logistics cost on economic development: A fuzzy qca analysis. Journal of Business Economics and Management, 22(6), 1577–1592. https://doi.org/10.3846/jbem.2021.15586
  82. Salim, W., & Negara, S. D. (2018). Infrastructure Development under the Jokowi Administration: Progress, Challenges and Policies. https://doi.org/10.2307/26545320
  83. Seidu, R. D., Young, B. E., Robinson, H., & Ryan, M. (2020). The impact of infrastructure investment on economic growth in the United Kingdom. Journal of Infrastructure, Policy and Development, 4(2), 217. https://doi.org/10.24294/jipd.v4i2.1206
  84. Sénquiz-Díaz, C. (2021). Transport Infrastructure Quality and Logistics Performance in Exports. ECONOMICS - Innovative and Economics Research Journal, 9(1), 107–124. https://doi.org/10.2478/eoik-2021-0008
  85. Sergi, B. S., D’Aleo, V., Konecka, S., Szopik-Depczyńska, K., Dembińska, I., & Ioppolo, G. (2021). Competitiveness and the Logistics Performance Index: The ANOVA method application for Africa, Asia, and the EU regions. Sustainable Cities and Society, 69. https://doi.org/10.1016/j.scs.2021.102845
  86. Setiawan, L. (2023). Indeks Kinerja Logistik Indonesia 2023: Kinerja Kepabeanan Meningkat, Infrastruktur Terjaga, Layanan Distribusi Masih Tersendat. Kementrian Keuangan. https://anggaran.kemenkeu.go.id/in/post/indeks-kinerja-logistik-indonesia-2023:-kinerja-kepabeanan-meningkat,-infrastruktur-terjaga,-layanan-distribusi-masih-tersendat-
  87. Setiawan, S. (2018). Indonesian Logistics Infrastructure: The Performance and Fiscal Support. International Journal of Finance & Banking Studies (2147-4486), 7(2), 9–18. https://doi.org/10.20525/ijfbs.v7i2.896
  88. Sharapiyeva, M. D., Antoni, A., & Yessenzhigitova, R. (2019). The impact of port transport-logistics infrastructure and lpi for economic growth: On the example of landlocked countries. Pomorstvo, 33(1), 63–75. https://doi.org/10.31217/p.33.1.7
  89. Siddiqui, A. A., & Vita, S. (2021). Impact of Logistics Performance on Trade with Specific Reference to Garment Sector in Cambodia, Bangladesh and India. Global Business Review, 22(2), 517–531. https://doi.org/10.1177/0972150918811700
  90. Singh, P., & Kathuria, R. (2016). Infrastructure and Connectivity in India: Getting the Basics Right. Asian Economic Policy Review, 11(2), 266–285. https://doi.org/https://doi.org/10.1111/aepr.12144
  91. Song, M. J., & Lee, H. Y. (2022). The relationship between international trade and logistics performance: A focus on the South Korean industrial sector. Research in Transportation Business and Management, 44. https://doi.org/10.1016/j.rtbm.2022.100786
  92. Suki, N. M., Suki, N. M., Sharif, A., & Afshan, S. (2021). The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations. Sustainable Development, 29(4), 595–606. https://doi.org/10.1002/sd.2160
  93. Sulistyowati, D., & Wibowo, P. (2022). Infrastructure Spending in the Characteristics of the Regions: Towards the Achievement of Sustainable Development Goals. The Indonesian Journal of Accounting Research, 25(03). https://doi.org/10.33312/ijar.622
  94. Sun, B., & Kauzen, R. (2023). The Impact of Port Infrastructure and Economic Growth in Tanzania: Adopting a Structural Equation Modeling Approach. SAGE Open, 13(1). https://doi.org/10.1177/21582440221145894
  95. Suroso, A. I. (2022). The Effect of Logistics Performance Index Indicators on Palm Oil and Palm-Based Products Export: The Case of Indonesia and Malaysia. Economies, 10(10). https://doi.org/10.3390/economies10100261
  96. Taguchi, H., & Zhao, J. (2022). China’s global value chain linkage and logistics performances in emerging ASEAN economies.
  97. Tang, C. F., & Abosedra, S. (2019). Logistics performance, exports, and growth: Evidence from Asian economies. Research in Transportation Economics, 78. https://doi.org/10.1016/j.retrec.2019.100743
  98. Triantoro, W. (2020). Comparative Cost Analysis of Domestic Container Shipping Network: A Case Study of Indonesian Sea-Toll Concept. Jurnal Penelitian Transportasi Laut, 22(1), 33–46. https://doi.org/10.25104/transla.v22i1.1535
  99. Ulkhaq, M. M. (2023). Clustering countries according to the logistics performance index. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 10(1). https://doi.org/10.35957/jatisi.v10i1.4755
  100. Ulutaş, A., & Karaköy, Ç. (2019). An analysis of the logistics performance index of EU countries with an integrated MCDM model. Economics and Business Review, 5(4), 49–69. https://doi.org/10.18559/ebr.2019.4.3
  101. Wang, G., & Chen, M. (2025). Performance Evaluation and Strategic Analysis of Logistics Development for China Railway Express: A Spatial Connectivity Perspective. Systems, 13(3). https://doi.org/10.3390/systems13030166
  102. Wang, W., Wu, Q., Su, J., & li, B. (2024). The impact of international logistics performance on import and export trade: an empirical case of the “Belt and Road” initiative countries. Humanities and Social Sciences Communications, 11(1). https://doi.org/10.1057/s41599-024-03541-0
  103. Xuejiao, W. (2015). Analysis of the linkage effect between Regional Economic development and logistics competitiveness in China. Acta Oeconomica, 65, 239–249. https://doi.org/10.1556/032.65.2015.S2.18
  104. Yeo, A. D., Deng, A., & Nadiedjoa, T. Y. (2020). The Effect of Infrastructure and Logistics Performance on Economic Performance: The Mediation Role of International Trade. Foreign Trade Review, 55(4), 450–465. https://doi.org/10.1177/0015732520947676
  105. Yifan, X. (2024). Comparison of Logistics Level Between China and ASEAN. Journal of Economics and Management Sciences, 7(3), p64. https://doi.org/10.30560/jems.v7n3p64
  106. YILDIZ, K., & TABAK, Ç. (2019). LPI Based Comparison of Turkey And Mexican Logistics Sector. Politeknik Dergisi, 22(4), 1061–1067. https://doi.org/10.2339/politeknik.479410
  107. Yu, M. M., & Hsiao, B. (2016). Measuring the technology gap and logistics performance of individual countries by using a meta-DEA–AR model. Maritime Policy and Management, 43(1), 98–120. https://doi.org/10.1080/03088839.2015.1037372
  108. Zakia, M., Hanene, B., Samir, A., & Soumeia, D. (2024). The Impact of Logistics Performance on Export Market Penetration: an Econometric Study Using GMM. Financial Markets, Institutions and Risks, 8(4), 51–63. https://doi.org/10.61093/fmir.8(4).51-63.2024