FACTORS INFLUENCING TECHNOLOGY ADOPTION IN LOGISTICS MANAGEMENT: SYSTEMATIC LITERATURE REVIEW TO OPTIMIZE DIGITAL TRANSFORMATION
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Aamer, A., Sahara, C. R., & Al-Awlaqi, M. A. (2023). Digitalization of the supply chain: transformation factors. Journal of Science and Technology Policy Management, 14(4), 713–733. https://doi.org/10.1108/JSTPM-01-2021-0001
Abadie, A., Roux, M., Chowdhury, S., & Dey, P. (2023). Interlinking organisational resources, AI adoption and omnichannel integration quality in Ghana's healthcare supply chain. Journal of Business Research, 162(March 2022). https://doi.org/10.1016/j.jbusres.2023.113866
Ali, M., & Essien, A. (2023). How can big data analytics improve outbound logistics in the UK retail sector? A qualitative study. Journal of Enterprise Information Management. https://doi.org/10.1108/JEIM-08-2022-0282
Alimohammadi, M., & Behnamian, J. (2023). Investigating digital transformation technologically enabled solutions in reverse logistics: a systematic review. In Environment, Development and Sustainability (Vol. 26, Issue 11). Springer Netherlands. https://doi.org/10.1007/s10668-023-03821-w
Alimohammadi, M., & Behnamian, J. (2024). Supporting Circular Economy Through Using Digital Transformation in Sustainable Pharmaceutical Reverse Logistics: Multi-objective Bi-level Modeling. Process Integration and Optimization for Sustainability, 9(1), 239–264. https://doi.org/10.1007/s41660-024-00460-0
Aslam, J., Hung Lai, K., Hanbali, A. Al, & Khan, N. T. (2025). Blockchain solution for supply chains & logistics challenges: An empirical investigation. Transportation Research Part E: Logistics and Transportation Review, 198(April). https://doi.org/10.1016/j.tre.2025.104134
Azkia, D., & Safiri, R. (2025). DIGITAL TECHNOLOGY IN OPERATIONAL MANAGEMENT : February. https://www.researchgate.net/profile/Mia-Global-Akademia/publication/389045502_TEKNOLOGI_DIGITAL_DALAM_MANAJEMEN_OPERASIONAL_MENGOPTIMALKAN_MANAJEMEN_OPERASIONAL_MELALUI_TRANSFORMASI_DIGITAL_AZKIA_RAFLISTIANI_SAFIRI/links/67b28b648311ce680c64ea8a/TEKNOLOG
B, V. B., Symeonidis, S., & Antoniou, S. (2025). Digitising the Supply Chain for Enhanced Efficiency and Customer. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-69351-9
Baziyad, H., Kayvanfar, V., & Kinra, A. (2024). A bibliometric analysis of data-driven technologies in digital supply chains. Supply Chain Analytics, 6(March), 100067. https://doi.org/10.1016/j.sca.2024.100067
Belle, A. B., & Zhao, Y. (2022). A checklist-based approach to assess the systematicity of the abstracts of reviews self-identifying as systematic reviews. Proceedings - Asia-Pacific Software Engineering Conference, APSEC, 2022-Decem, 502–506. https://doi.org/10.1109/APSEC57359.2022.00071
Birkel, H., & Wehrle, M. (2024). Small- and Medium-Sized Companies Tackling the Digital Transformation of Supply Chain Processes: Insights from a Multiple Case Study in the German Manufacturing Industry. IEEE Transactions on Engineering Management, 71, 13711–13726. https://doi.org/10.1109/TEM.2022.3209131
Caliskan, A., Eryilmaz, S., & Ozturkoglu, Y. (2024). Investigating the effects of barriers and challenges on Logistics 4.0 in the era of evolving digital technology. Journal of Modelling in Management, 20(3), 949–973. https://doi.org/10.1108/JM2-01-2024-0026
Cheng, C., & Cui, H. (2024). Combining digital and legacy technologies: firm digital transformation strategies—evidence from Chinese manufacturing companies. Humanities and Social Sciences Communications, 11(1), 1–14. https://doi.org/10.1057/s41599-024-03498-0
Chowdhury, M. M. H., Scerri, M., Shahriar, S., & Skellern, K. (2024). Digital transformation of supply chain: a study on additive manufacturing practice in medical device in Australia. Journal of Enterprise Information Management, 37(4), 1117–1139. https://doi.org/10.1108/JEIM-09-2022-0337
Dana, L. F., & Selfiani, S. (2025). Pengaruh Penggunaan Qris Terhadap Pembayaran E-Parking Dengan Variabel Digitalisasi Ekonomi Sebagai Pemoderasi. Jurnal Akuntansi, Keuangan, Pajak Dan Informasi, 5(1), 127–140. Https://Doi.Org/Https://Doi.Org/10.32509/Jakpi.V5i1.5729
Dixit, V. K., & Malviya, R. K. (2024). Topic - "Analysing Critical Success Factors of Digital Supply Chain Implementation in Automobile Organisations to Achieve Sustainability in Operations." Process Integration and Optimization for Sustainability, 9(1), 31–55. https://doi.org/10.1007/s41660-024-00452-0
Fang, M., Liu, F., Xiao, S. (Simon), & Park, K. (2023). Hedging the bet on digital transformation in strategic supply chain management: a theoretical integration and an empirical test. International Journal of Physical Distribution and Logistics Management, 53(4), 512–531. https://doi.org/10.1108/IJPDLM-12-2021-0545
Gillani, F., Chatha, K. A., Jajja, S. S., Cao, D., & Ma, X. (2024). Unpacking Digital Transformation: Identifying key enablers, transition stages and digital archetypes. Technological Forecasting and Social Change, 203(March). https://doi.org/10.1016/j.techfore.2024.123335
Hamdy, A. (2024). Supply chain capabilities matter: digital transformation and green supply chain management in post-pandemic emerging economies: A case from Egypt. Operations Management Research, 963–981. https://doi.org/10.1007/s12063-024-00481-5
Hamjen, H., Rumata, V. M., Damanik, M. P., & Sastrobroto, A. S. (2022). Understanding digital transformation: The indonesian MSME perspective. Handbook of Research on Artificial Intelligence and Knowledge Management in Asia's Digital Economy, January 2025, 198–222. https://doi.org/10.4018/978-1-6684-5849-5.ch012
Hu, H., & Song, Y. (2024). How Digital Transformation Enables Corporate ESG Performance in the Context of Big Data: A Research Review and Outlook. International Conference on Intelligent Informatics and BioMedical Sciences, ICIIBMS, 9(2024), 263–267. https://doi.org/10.1109/ICIIBMS62405.2024.10792874
Hua, H., Jinliang, W., Iqbal, W., Tang, Y. M., & Chau, K. Y. (2023). Digital technology and its application in supply chain management: new evidence from China's economy. Environmental Science and Pollution Research, 30(48), 106242–106259. https://doi.org/10.1007/s11356-023-29486-6
Huang, L. (2023). Operation Mechanism Management of Parts Supply Chain Driven by Big Data. 2023 6th International Conference on Artificial Intelligence and Big Data, ICAIBD 2023, 220–224. https://doi.org/10.1109/ICAIBD57115.2023.10206325
Kafi, M. A., Melan, M., Saifudin, A. B. M., Loon, C. K., Zainuddin, N. Bin, & Abualrejal, H. (2022). Digitalization of freight transport and logistics industry in Malaysia. International Conference on Intelligent Technology, System and Service for Internet of Everything, ITSS-IoE 2022, 1–5. https://doi.org/10.1109/ITSS-IoE56359.2022.9990962
Lee, S. Y. (2021). Sustainable supply chain management, digital-based supply chain integration, and firm performance: a cross-country empirical comparison between South Korea and Vietnam. Sustainability (Switzerland), 13(13). https://doi.org/10.3390/su13137315
Li, Y. (2025). Digital Transformation of Logistics Companies : A Case of RIAMB Technology Development Co . Springer Nature Singapore. https://doi.org/10.1007/978-981-96-3236-7
Limna, P. (2023). The impact of NVivo in qualitative research: Perspectives from graduate students. Journal of Applied Learning and Teaching, 6(2), 271–282. https://doi.org/10.37074/jalt.2023.6.2.17
Liu, Y., Kim, S., & Sun, J. (2024). The implications of smart logistics policy on corporate performance: Evidence from listed companies in China. Helion, 10(17). https://doi.org/10.1016/j.heliyon.2024.e36623
Maharani, T. D., Sarjito, A., & Marnani, C. S. (2023). Application of Blockchain Technology in Defense Logistics Management. JAMI: Journal of Young Indonesian Experts, 4(2), 136–147. https://doi.org/10.46510/jami.v4i2.155
Mahroof, K., Omar, A., Vann Yaroson, E., Tenebe, S. A., Rana, N. P., Sivarajah, U., & Weerakkody, V. (2024). Evaluating the intention to use Industry 5.0 (I5.0) drones for cleaner production in Sustainable Food Supply Chains: an emerging economy context. Supply Chain Management, 29(3), 468–496. https://doi.org/10.1108/SCM-01-2023-0045
Margherita, A., Espindola, A., & De sa Freire, P. (2024). Digital Transformation and Green Operations: A Successful Entrepreneurial Journey at Portobello Shop. IEEE Transactions on Engineering Management, 71, 11786–11795. https://doi.org/10.1109/TEM.2024.3431700
Mishra, R., K. R. Singh, R., Daim, T. U., Fosso Wamba, S., & Song, M. (2024). Integrated use of artificial intelligence, blockchain and the internet of things in logistics for decarbonization through paradox lens. Transportation Research Part E: Logistics and Transportation Review, 189(January). https://doi.org/10.1016/j.tre.2024.103684
Mohsen, B. M. (2023). Developments of Digital Technologies Related to Supply Chain Management. Procedia Computer Science, 220, 788–795. https://doi.org/10.1016/j.procs.2023.03.105
Monferdini, L., Tebaldi, L., & Bottani, E. (2025). From Industry 4.0 to Industry 5.0: Opportunities, Challenges, and Future Perspectives in Logistics. Computer Science, 253, 2941–2950. https://doi.org/10.1016/j.procs.2025.02.018
Mubarik, M. S., & Khan, S. A. (2024). Disruptive Digital Technologies and Contemporary Supply Chains. The Theory, Methods and Application of Managing Digital Supply Chains, 15–39. https://doi.org/10.1108/978-1-80455-968-020241002
Ngo, V. M., Pham, H. C., & Nguyen, H. H. (2023). Drivers of digital supply chain transformation in SMEs and large enterprises – a case of COVID-19 disruption risk. International Journal of Emerging Markets, 18(6), 1355–1377. https://doi.org/10.1108/IJOEM-10-2021-1561
Nicoletti, B., & Appolloni, A. (2024). Digital transformation in ecosystems: integrated operations model and its application to fifth-party logistics operators. Journal of Global Operations and Strategic Sourcing, 18(1), 91–122. https://doi.org/10.1108/JGOSS-04-2023-0024
Obiri-Yeboah, H., Tetteh, F. K., Amoako, D. K., & Kyeremeh, A. (2025). Navigating digital transformation: a practice-based view of supply chain resilience and viability in small and medium enterprises. In Journal of Enterprising Communities. https://doi.org/10.1108/JEC-12-2024-0249
Parhi, S., Joshi, K., Gunasekaran, A., & Sethuraman, K. (2022). Reflecting on an empirical study of the digitalization initiatives for sustainability on logistics: The concept of sustainable logistics 4.0. Cleaner Logistics and Supply Chain, 4(May), 100058. https://doi.org/10.1016/j.clscn.2022.100058
Pasaribu, D., Chen, M. C., & Ma'ruf, A. (2025). Identification of Barriers of Digital Transformation for Smart Supply Chain with Industry 4.0 in Crude Palm Oil Industry in Indonesia by Using Literature Review. In Lecture Notes in Mechanical Engineering. Springer Nature Singapore. https://doi.org/10.1007/978-981-97-6492-1_4
Patnayak, D., Samal, A., Rajeshwari, G. V., Sunitha, Y. K., Sudha, M., & Prasanna, H. N. (2023). Big Data Analysis and Machine Learning for Efficient Supply Chain Management. 2023 International Conference on Communication, Security and Artificial Intelligence, ICCSAI 2023, 156–160. https://doi.org/10.1109/ICCSAI59793.2023.10421292
Raj, R., Kumar, V., Verma, P., & Klangrit, S. (2023). Rise of blockchain technology in supply chain transformation in the post-pandemic era. Journal of Global Operations and Strategic Sourcing, 18(1), 123–153. https://doi.org/10.1108/JGOSS-03-2023-0021
Rajak, B. K., Chatterjee, S., & Upadhyay, A. (2024). Navigating Internet-of-Things Adoption in Port Logistics: Practical Insights for Success. IEEE International Conference on Industrial Engineering and Engineering Management, 132–136. https://doi.org/10.1109/IEEM62345.2024.10857067
Rejeb, A., Simske, S., Rejeb, K., Treiblmaier, H., & Zailani, S. (2020). Internet of Things research in supply chain management and logistics: A bibliometric analysis. Internet of Things (Netherlands), 12. https://doi.org/10.1016/j.iot.2020.100318
Salamah, E., Alzubi, A., & Yinal, A. (2024). Unveiling the Impact of Digitalization on Supply Chain Performance in the Post-COVID-19 Era: The Mediating Role of Supply Chain Integration and Efficiency. Sustainability (Switzerland), 16(1). https://doi.org/10.3390/su16010304
Samaranayake, P., Laosirihongthong, T., Adebanjo, D., & Boon-itt, S. (2023). Prioritising enabling factors of Internet of things (IoT) adoption in digital supply chain. International Journal of Productivity and Performance Management, 72(10), 3095–3118. https://doi.org/10.1108/IJPPM-12-2021-0698
Sangode, P. B. (2024). Modeling Enablers for the Blockchain Technology Adoption for Sustainable Logistics Practices. 2024 IEEE 1st International Conference on Green Industrial Electronics and Sustainable Technologies (GIEST), 1–6. https://doi.org/10.1109/GIEST62955.2024.10959933
Sarker, D., & Klungseth, N. J. (2025). Successful Digital Transformation: Observations on Digital Maturity, Technology and Logistics in Multiple Industries. In Lecture Notes in Business Information Processing: Vol. 530 LNBIP. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-76365-6_3
Selfiani, S., Prihanto, H., Usmar, U., & Lanori, T. (2024). Business Digitalization Education For The Society To Face The Era Of Revolution 4.0. International Conference And Community Development (Iccd), 6(1), 638–688. Https://Doi.Org/Https://Doi.Org/10.33068/Iccd.V6i1.801
Shaiful Fitri Abdul Rahman, N., Adam Hamid, A., Lirn, T. C., Al Kalbani, K., & Sahin, B. (2022). The adoption of industry 4.0 practices by the logistics industry: A systematic review of the gulf region. Cleaner Logistics and Supply Chain, 5(August), 100085. https://doi.org/10.1016/j.clscn.2022.100085
Sharma, M., & Yadav, A. (2024). Digital Supply chain Integration: Unleashing the Power of Technology to Enhance Supply chain Performance. International Conference on Intelligent and Innovative Practices in Engineering and Management 2024, IIPEM 2024, IIPEM, 1–6. https://doi.org/10.1109/IIPEM62726.2024.10925806
Shekhar, S., & Laboratories, B. (2025). optimizing E-commerce Supply Chains with Predictive Analytics. February. https://www.researchgate.net/publication/389357716_optimizing_E-commerce_Supply_Chains_with_Predictive_Analytics
Singh, P. K., & Maheswaran, R. (2024). Analysis of social barriers to sustainable innovation and digitisation in supply chain. Environment, Development and Sustainability, 26(2), 5223–5248. https://doi.org/10.1007/s10668-023-02931-9
Sundarakani, B., Ajaykumar, A., & Gunasekaran, A. (2021). Big data driven supply chain design and applications for blockchain: An action research using case study approach. Omega (United Kingdom), 102. https://doi.org/10.1016/j.omega.2021.102452
Talii, T., & Chroqui, R. (2022). Critical factors for a successful Big Data adoption in Morocco's Transport and Logistics Sector: An exploratory case study of Logistics Service Provider. 2022 IEEE 14th International Conference of Logistics and Supply Chain Management, LOGISTIQUA 2022, 1–8. https://doi.org/10.1109/LOGISTIQUA55056.2022.9938084
Tanveer, U., Kremantzis, M. D., Roussinos, N., Ishaq, S., Kyrgiakos, L. S., & Vlontzos, G. (2023). A fuzzy TOPSIS model for selecting digital technologies in circular supply chains. Supply Chain Analytics, 4(August), 100038. https://doi.org/10.1016/j.sca.2023.100038
Tay, H. L., & Loh, H. S. (2022). Digital transformations and supply chain management: a Lean Six Sigma perspective. Journal of Asian Business Studies, 16(2), 340–353. https://doi.org/10.1108/JABS-10-2020-0415
Tetteh, F. K., Owusu Kwateng, K., & Mensah, J. (2024). Green logistics practices: A bibliometric and systematic methodological review and future research opportunities. Journal of Cleaner Production, 476, 143735. https://doi.org/https://doi.org/10.1016/j.jclepro.2024.143735
Tiss, S., & Orellano, M. (2023). A Maturity Model of Digital Transformation in Supply Chains: A Multi-dimensional Approach. 2023 27th International Conference on Information Technology, IT 2023, February, 1–7. https://doi.org/10.1109/IT57431.2023.10078510
Tiwari, A., Jayant, A., & Singh, K. (2025). Exploring of the Impact of Green Supply Chain Management Practices on Manufacturing Firms’ Performance Through Digital Transformation. 2025 International Conference on Intelligent Control, Computing and Communications, IC3 2025, 826–837. https://doi.org/10.1109/IC363308.2025.10957562
Tranfield, D. (2013). A systematic review of literature on offshoring of value chain activities. Journal of International Management, 19(4), 390–406. https://doi.org/10.1016/j.intman.2013.03.011
United Nations. (2022). Frontier technology adoption in developing countries. In United Nations Conference on Trade and Development. https://unctad.org/system/files/official-document/dtlstict2021d5_en.pdf
Usmar, Usmar; Selfiani, S. (2021). Pengaruh Gaya Kepemimpinan Dan Motivasi Kerja Terhadap Kinerja Karyawan. Jurnal Manajemen Bisnis, 1(2), 148–156. Https://Doi.Org/Https://Doi.Org/10.32509/Jmb.V1i2.2205
Utama, D. R., Hamsal, M., Rahim, R. K., & Furinto, A. (2024). The effect of digital adoption and service quality on business sustainability through strategic alliances at port terminals in Indonesia. Asian Journal of Shipping and Logistics, 40(1), 11–21. https://doi.org/10.1016/j.ajsl.2023.12.001
Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Qi Dong, J., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122 (July 2018), 889–901. https://doi.org/10.1016/j.jbusres.2019.09.022
Wang, S., Ghadge, A., & Aktas, E. (2024). Digital transformation in food supply chains: an implementation framework. Supply Chain Management, 29(2), 328–350. https://doi.org/10.1108/SCM-09-2023-0463
Wang, Z., Fang, L., & Li, W. (2024). Digital Transformation and Corporate Supply Chain Resilience Under the COVID-19 Shock. In Lecture Notes on Data Engineering and Communications Technologies (vol. 215). Springer Nature Singapore. https://doi.org/10.1007/978-981-97-5098-6_102
Winarsih, Indriastuti, M., & Fuad, K. (2021). Impact of Covid-19 on Digital Transformation and Sustainability in Small and Medium Enterprises (SMEs): A Conceptual Framework BT - Complex, Intelligent and Software Intensive Systems (L. Barolli, A. Poniszewska-Maranda, & T. Enokido (eds.); pp. 471–476). Springer International Publishing. https://doi.org/10.1007/978-3-030-50454-0_48
Xiao, Y., & Watson, M. (2019). Guidance on Conducting a Systematic Literature Review. Journal of Planning Education and Research, 39(1), 93–112. https://doi.org/10.1177/0739456X17723971
Yin, W. (2023). Identifying the pathways through digital transformation to achieve supply chain resilience: an fsQCA approach. Environmental Science and Pollution Research, 30(4), 10867–10879. https://doi.org/10.1007/s11356-022-22917-w
Zhang, L., Banihashemi, S., Rui, A., & Chen, S. (2024). Digital Transformation in Supply Chain Management: A Bibliometric Analysis. December, 53–61. https://doi.org/10.4995/carma2024.2024.17803
Zhang, S., Gu, C., & Zhang, P. (2025). The Effect of Supply Chain Digitalization on Firm Competitiveness : Evidence from China. Journal of the Knowledge Economy, 0123456789. https://doi.org/10.1007/s13132-025-02702-z
Zhao, N., Hong, J., & Lau, K. H. (2023). Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model. International Journal of Production Economics, 259 (December 2022), 108817. https://doi.org/10.1016/j.ijpe.2023.108817
Zhu, X., Zhao, Q., & Yao, X. (2024). How inventory flexibility affects productivity: the moderating roles of digital transformation and supply chain concentration. Journal of Manufacturing Technology Management. https://doi.org/10.1108/JMTM-03-2024-0110
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