Digitalization in Sustainable Transportation Operations: A Systematic Review of AI, IoT, and Blockchain Applications for Future Mobility
Despite increasing interest in AI, IoT, and blockchain for sustainable transportation, existing reviews remain fragmented—focusing on single technologies, descriptive benefits, or narrow applications—without providing an integrated synthesis across domains. This study conducts a systematic literature review (SLR) following the PRISMA 2020 guidelines and a bibliometric analysis of 102 peer-reviewed papers to provide the concurrent integrative synthesis of AI, IoT, and blockchain in enabling sustainable transport. Data were drawn from Scopus, Web of Science, PubMed, Semantic Scholar, and Google Scholar, and analyzed using VOSviewer to identify research clusters, emerging themes, and knowledge gaps. The results reveal three thematic clusters: smart traffic systems for congestion management, sustainable logistics and supply chains, and data-driven urban governance. Across these clusters, AI is more mature in predictive modeling, IoT remains fragmented in interoperability, and blockchain is still at a pilot stage with governance and scalability issues. The analysis highlights synergies (e.g., AI–IoT integration for real-time optimization) and persistent challenges (e.g., standardization, data security). This review contributes a strategic research roadmap linking bibliometric hotspots with policy and practice implications. By explicitly identifying gaps in governance, interoperability, and cross-domain integration, the study offers actionable directions for both researchers and policymakers to accelerate digital transitions in transport.
- Research Article
- 10.61194/sijl.v1i2.618
- Aug 31, 2023
- Sinergi International Journal of Logistics
This study offers a narrative literature review on transportation mode integration in logistics distribution, focusing on the interplay between infrastructure development, digital technologies, and collaborative logistics platforms in enhancing multimodal systems. Drawing from databases like Scopus, Web of Science, and Google Scholar, the review highlights how infrastructure serves as the foundation for logistics flow, digital tools facilitate real-time coordination and route optimization, and collaborative platforms support stakeholder alignment, especially in urban settings. Despite advancements, regional disparities in infrastructure, digital capacity, and policy enforcement hinder logistics efficiency. Empirical evidence shows that AI-supported multimodal logistics can reduce delivery times by up to 25% and transportation costs by 18% in dense urban areas. While developed countries leverage innovation and strong frameworks, developing regions struggle with technological access and policy inconsistencies. Sustainability is a recurring theme, with digital tools contributing to emissions tracking and carbon reduction. The study calls for integrated policies, infrastructure investment, and scalable digital solutions, particularly for underserved regions. Key recommendations include strengthening collaborative networks, enhancing digital skills, and implementing region-specific strategies. This review contributes to the global dialogue on sustainable logistics and outlines future research directions to address persistent gaps in multimodal logistics integration.
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Learning How to Believe: Epistemic Development in Cultural Context
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Weight excess association with severity in children and adolescents with COVID-19: A systematic review.
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- Critical Review of International Social and Political Philosophy
Much mainstream legal comment on human rights law presents an unhelpfully crude picture of disagreement concerning the significance that should be attached to human rights in particular cultural co...
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- Aug 1, 2006
- Planning Practice & Research
Click to increase image sizeClick to decrease image size Acknowledgements The author is grateful to the two anonymous referees for their insightful comments on an earlier draft of this article. Notes 1. Self-containment, at least in urban planning terms, relates to the level of travel trips that are internal to the locality. Any locality that has a majority of all its travel trips occurring internally is deemed to be self-contained, though this assertion is not uncontested (Cevero, 1995 Cevero, R. 1995. Planned communities, self-containment and commuting: A cross national perspective. Urban Studies, 32(7): 1135–1161. [Crossref], [Web of Science ®] , [Google Scholar]; Ewing et al., 1996 Ewing, R., DeAnna, M. and Li, S. 1996. Land use impacts on trip generation rates. Transportation Research Record, 1518: 1–6. [Crossref] , [Google Scholar]; Healy & O'Connor, 2001 Healy, E. and O'Connor, K. 2001. Jobs and housing location in Melbourne, 1986 – 1996. The Australian Planner, 38(1): 9–15. [Taylor & Francis Online] , [Google Scholar]). Hence, the colocation of employment, retail, leisure and residential uses to satisfy the majority of local needs are critical to self-containment. Perhaps more important, however, is the mode of transport for these trips and the provision of high quality, high frequency and highly accessible public transport offers greater sustainability gains than car use (Yigitcanlar et al., 2005 Yigitcanlar, T., Dodson, J., Gleeson, B. and Sipe, N. . Sustainable Australia: Containing Travel in Master Planned Estates. Research Monograph 9, Urban Research Program. September, Griffith University, Brisbane. [Google Scholar]). 2. Over the last decade and a half, urban commentators (McLaren, 1992 McLaren, D. 1992. Compact or dispersed: Dilution is no solution. Built Environment, 18(4): 268–284. [Google Scholar]; Cevero, 1995 Cevero, R. 1995. Planned communities, self-containment and commuting: A cross national perspective. Urban Studies, 32(7): 1135–1161. [Crossref], [Web of Science ®] , [Google Scholar]; Jenks et al., 1996 Jenks, M., Burton, E. and Williams, K. 1996. Compact City: A Sustainable Urban Form?, London: Spon. [Google Scholar]; Newman & Kenworthy, 1999 Newman, P. and Kenworthy, J. 1999. Sustainability and Cities: Overcoming Automobile Dependence, Washington, DC: Island Press. [Google Scholar]; Williams et al., 2000 Williams, K., Burton, E. and Jenks, M., eds. 2000. Achieving Sustainable Urban Form, London: Spon. [Google Scholar]; Williams, 2005 Williams, K., ed. 2005. Spatial Planning, Urban Form and Sustainable Transport, London: Ashgate. [Google Scholar]) have generally used the term sustainable urban form to depict the growing debate concerning the economic, social and environmental costs of existing urban morphology. This is a manipulation of the term form and is used to describe both urban structure and the fine grained strategies of implementation, which are more correctly associated with urban form.
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21
- 10.1108/ict-08-2014-0053
- Apr 7, 2015
- Industrial and Commercial Training
Purpose – The purpose of this paper is to identify traits and skills of a truck driver for sustainable transportation, develop a theoretical framework and outline further research directions. Design/methodology/approach – The present study undertakes a review of extant literature and appreciative inquiry, a quasi-ethnographic approach to identify traits and skills of a truck driver. Further, using a pragmatic approach, a theoretical framework has been developed. Findings – The study proposes a theoretical framework, which can be further used for formulating training modules for truck drivers for sustainable transportation and logistics. Research limitations/implications – The present framework needs to be statistically validated using survey data and second, the proposition of the theoretical framework needs to be tested using hierarchical regression analysis. Second, in the study the authors have used AI. However, the authors have only interviewed selected senior police officials. This may lead to bias and to further strengthen the present study, one needs to identify other regulatory authorities and human resource managers of transportation companies. However, in Indian subcontinent situation the trucks are primarily owned by unorganized sector. Hence, the owners may have five to ten trucks and this case there is no human resource manager. However, in such case an interview with truck owners may provide a useful insight. Practical implications – The study has outlined recommendations on the basis of a literature review of extant literature and appreciative inquiry. The recommendations can further help policy makers or technical bodies run by a government agencies or privately managed to develop a training module for truck drivers to meet the future challenges of sustainable transportation. Social implications – This research is related to truck drivers and their welfare as well as how they can contribute to sustainable transportation and logistics. Originality/value – This research attempts to identify traits and skills of a truck driver for a sustainable transportation and logistics, and develops a theoretical framework and outline further research directions. This particular study ventures into new domain (the role of truck driver's role in sustainable logistics and transportation).
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1
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- Australian Journal of International Affairs
Click to increase image sizeClick to decrease image size Notes 1. Research for this special edition was supported by an Australian Research Council Discovery Grant. We are grateful to Dan Halvorson and Lee Morgenbesser for able research assistance. 2. See Chan (1984 Chan, Steve. 1984. Mirror, mirror on the wall … are the freer countries more pacific?. Journal of Conflict Resolution, 28(4): 617–48. [Crossref], [Web of Science ®] , [Google Scholar]), Doyle (1983 Doyle, Michael W. 1983. Kant, liberal legacies, and foreign affairs. Philosophy and Public Affairs, 12(3): 205–35. [Web of Science ®] , [Google Scholar]), Maoz and Abdolali (1989 Maoz, Zeev and Abdolali, Nasrin. 1989. Regime types and international conflict, 1816–1976. Journal of Conflict Resolution, 33(1): 3–35. [Crossref], [Web of Science ®] , [Google Scholar]), Moaz and Russett (1993), Rousseau et al. (1996), Rummel (1979 Rummel, R.J. 1979. Understanding conflict and war. Volume 4: war, power, peace, Beverly Hills, CA: Sage. [Google Scholar]) and Weede (1984 Weede, Erich. 1984. Democracy and war involvement. Journal of Conflict Resolution, 28(4): 649–64. [Crossref], [Web of Science ®] , [Google Scholar]). On the monadic theory regarding states in transition to democracy, see Rousseau et al. (1996) and Snyder and Mansfield (1995). 3. On the limitations of definitions, see, for example, Kegley and Hermann (1999: 101), who argue that the definition of military intervention is not clear, and Spiro (1994), who makes a similar claim regarding the vagueness of the definition of democracy, liberalism and war. On the merits of various indices, such as the Polity data set and Correlates of War (COW), see Munck and Verkuilen (2002 Munck, Gerardo and Verkuilen, Jay. 2002. Conceptualizing and measuring democracy: evaluating alternative indices. Comparative Political Studies, 35(1): 5–54. [Crossref], [Web of Science ®] , [Google Scholar]). 4. As Elman (1997 Elman , Miriam 1997 . Paths to peace: is democracy the answer? Cambridge , MA : The MIT Press . [Google Scholar]) argues, part of the problem has been in case selection, with an overemphasis on cases involving the United States and excessive focus on the Fashoda Crisis and the Spanish–American War. 5. On methodological-based critiques, see Gartzke (1998 Gartzke, Erik. 1998. Kant we all just get along? Opportunity, willingness, and the origins of the democratic peace. American Journal of Political Science, 42(1): 1–27. [Crossref], [Web of Science ®] , [Google Scholar], 2000 Gartzke, Erik. 2000. Preferences and the democratic peace. International Studies Quarterly, 44(2): 191–212. [Crossref], [Web of Science ®] , [Google Scholar]); on substantive critiques, see Copeland (1996 Copeland, Dale C. 1996. Economic interdependence and war: a theory of trade expectations. International Security, 20(4): 5–41. [Crossref], [Web of Science ®] , [Google Scholar]), Farber and Gowa (1997 Farber, Henry S. and Gowa, Joanne. 1997. Common interests or common polities? Reinterpreting the democratic peace. Journal of Politics, 59(2): 393–417. [Crossref], [Web of Science ®] , [Google Scholar]), Gates et al. (1996 Gates, Scott, Knutsen, Torbjørn L. and Moses, Jonathon W. 1996. Democracy and peace: a more skeptical view. Journal of Peace Research, 33(1): 1–10. [Crossref], [Web of Science ®] , [Google Scholar]), Gowa (1995 Gowa, Joanne. 1995. Democratic states and international disputes. International Organization, 49(3): 511–22. [Crossref], [Web of Science ®] , [Google Scholar]), Kegley and Hermann (1999 Kegley, Charles W. and Hermann, Margaret R. 1999. Putting military intervention into the democratic peace: a research note. Comparative Political Studies, 30(1): 78–107. [Crossref] , [Google Scholar]), Layne (1994 Layne, Christopher. 1994. Kant or cant: the myth of the democratic peace. International Security, 19(2): 5–49. [Crossref], [Web of Science ®] , [Google Scholar]), Mearsheimer (1990 Mearsheimer, John J. 1990. Back to the future: instability in Europe after the cold war. International Security, 15(1): 5–56. [Crossref], [Web of Science ®] , [Google Scholar]), Rosato (2003 Rosato, Sebastian. 2003. The flawed logic of democratic peace theory. American Political Science Review, 97(4): 585–602. [Crossref], [Web of Science ®] , [Google Scholar]), Spiro (1994 Spiro, David E. 1994. The insignificance of the liberal peace. International Security, 19(2): 50–86. [Crossref], [Web of Science ®] , [Google Scholar]) and Thompson (1996 Thompson, William R. 1996. Democracy and peace: putting the cart before the horse?. International Organization, 50(1): 141–74. [Crossref], [Web of Science ®] , [Google Scholar]). On how, in the Lakatosian sense, ‘realism and/or neorealism has been “falsified”’, see Ray (2003: 241).
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