Supply chain and logistics in smart cities: A systematic literature review

Federico Chmet, Valerio Brescia, Ginevra Degregori, Paolo Biancone

Article ID: 5525
Vol 8, Issue 7, 2024

VIEWS - 1691 (Abstract)

Abstract


Rapid urban expansion gives rise to smart cities which pose immense logistical and supply chain challenges. The COVID-19 pandemic transformed the holistic system identified by Zhao et al. in 2021. The system encompasses logistics and supply chain integral to the concept of smart cities, with a focus on sustainability. This transformation requires an in-depth study on challenges of a common framework of policies for smart cities in countries comprising the Organisation for Economic Cooperation and Development (OECD). The study employs an extensive literature analysis for the period 2020–2022. an approach which contextualizes the model. The model identifies the causes, impact, and spillovers of new trends in logistics and supply, including the sustainability of adopted technologies. The study includes the variables involved, and barriers to creating a shared model. The results reveal that the two elements affecting the supply chain and transport in smart cities are Industry 4.0 and 5.0 technologies supporting specific sectors. The resilience of small and medium-sized enterprises positively impacts the sustainability of large urban centres. The study presents both factors that help and hinder the adoption of environmental, social, and economic sustainability technologies.


Keywords


smart city; supply chain; logistics; systematic literature review; sustainability; smart city ecosystem; COVID-19; OECD

Full Text:

PDF


References


A. Adams, C., M. Alhamood, A., & He, X. (2022). The development and implementation of GRI Standards: practice and policy issues. Handbook of Accounting and Sustainability, 26–43. https://doi.org/10.4337/9781800373518.00009 Academic Journal Guide. (n.d.). Methodology. Available online: https://cabs-199e2.kxcdn.com/wp-content/uploads/2022/12/Academic-Journal-Guide-2021-Methodology-Final.pdf (accessed on 1 March 2024). Acar, M. F., Özer Torgalöz, A., Eryarsoy, E., et al. (2022). Did COVID-19 change the rules of the game for supply chain resilience? The effects of learning culture and supplier trust. International Journal of Physical Distribution & Logistics Management, 52(7), 491–511. https://doi.org/10.1108/ijpdlm-05-2021-0204 Adesiyan, J. S., & Raffington, A. E. (2024). AgriTech Revolution: Next-Generation Supply Chain in America’s Agriculture. International Journal of Environment and Climate Change, 14(2), 254–272. https://doi.org/10.9734/ijecc/2024/v14i23943 Afum, E., Agyabeng-Mensah, Y., Baah, C., et al. (2022). Prioritizing zero-waste performance and green differentiation advantage through the Prism of circular principles adoption: A mediated approach. Journal of Cleaner Production, 361(6), 132182. https://doi.org/10.1016/j.jclepro.2022.132182 Ahmad, K., Maabreh, M., Ghaly, M., et al. (2022). Developing future human-centered smart cities: Critical analysis of smart city security, Data management, and Ethical challenges. Computer Science Review, 43, 100452. https://doi.org/10.1016/j.cosrev.2021.100452 Akter, S., Motamarri, S., Hani, U., et al. (2020). Building dynamic service analytics capabilities for the digital marketplace. Journal of Business Research, 118, 177–188. https://doi.org/10.1016/j.jbusres.2020.06.016 Alblooshi, B. G. K. M., Ahmad, S. Z., Hussain, M., et al. (2022). Sustainable management of electronic waste: Empirical evidences from a stakeholders’ perspective. Business Strategy and the Environment, 31(4), 1856–1874. Portico. https://doi.org/10.1002/bse.2987 Alexandro, R., & Basrowi, B. (2024). The influence of macroeconomic infrastructure on supply chain smoothness and national competitiveness and its implications on a country’s economic growth: evidence from BRICS countries. Uncertain Supply Chain Management, 12(1), 167–180. https://doi.org/10.5267/j.uscm.2023.10.007 Alvarez León, L. F., & Aoyama, Y. (2022). Industry emergence and market capture: The rise of autonomous vehicles. Technological Forecasting and Social Change, 180, 121661. https://doi.org/10.1016/j.techfore.2022.121661 Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007 Bag, S., Rahman, M. S., Srivastava, G., et al. (2023). Examining the role of virtue ethics and big data in enhancing viable, sustainable, and digital supply chain performance. Technological Forecasting and Social Change, 186, 122154. https://doi.org/10.1016/j.techfore.2022.122154 Balandin, S., Moltchanov, D., & Koucheryavy, Y. (2008). Next Generation Teletraffic and Wired/Wireless Advanced Networking. In: Lecture Notes in Computer Science. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-85500-2 Bamel, U., Kumar, S., Lim, W. M., et al. (2022). Managing the dark side of digitalization in the future of work: A fuzzy TISM approach. Journal of Innovation & Knowledge, 7(4), 100275. https://doi.org/10.1016/j.jik.2022.100275 Barykin, S. E., Kapustina, I. V., Korchagina, E. V., et al. (2021). Digital Logistics Platforms in the BRICS Countries: Comparative Analysis and Development Prospects. Sustainability, 13(20), 11228. https://doi.org/10.3390/su132011228 Battisti, E., Christofi, M., Vrontis, D., et al. (2021). Past, present, and future of mergers and acquisitions in the MENA region: a systematic review and integrative framework. International Studies of Management & Organization, 51(3), 276–296. https://doi.org/10.1080/00208825.2021.1959876 Bedford, L., Mann, M., Foth, M., et al. (2022). A Post-Capitalocentric Critique of Digital Technology and Environmental Harm: New Directions at the Intersection of Digital and Green Criminology. International Journal for Crime, Justice and Social Democracy, 11(1), 167–181. https://doi.org/10.5204/ijcjsd.2191 Behera, R. K., Bala, P. K., Rana, N. P., et al. (2022). Cognitive computing based ethical principles for improving organisational reputation: A B2B digital marketing perspective. Journal of Business Research, 141, 685–701. https://doi.org/10.1016/j.jbusres.2021.11.070 Bellezoni, R. A., Adeogun, A. P., Paes, M. X., et al. (2022). Tackling climate change through circular economy in cities. Journal of Cleaner Production, 381, 135126. https://doi.org/10.1016/j.jclepro.2022.135126 Benzidia, S., Makaoui, N., & Subramanian, N. (2021). Impact of ambidexterity of blockchain technology and social factors on new product development: A supply chain and Industry 4.0 perspective. Technological Forecasting and Social Change, 169, 120819. https://doi.org/10.1016/j.techfore.2021.120819 Biancone, P. P., Brescia, V., Lanzalonga, F., et al. (2022). Using bibliometric analysis to map innovative business models for vertical farm entrepreneurs. British Food Journal, 124(7), 2239–2261. https://doi.org/10.1108/bfj-08-2021-0904 Blanco-Alcántara, D., Gallud Cano, J., & Lopez-de-Silanes, F. (2022). Determinants of the use of European Structural and Investment Funds. The European Journal of Finance, 30(4), 430–455. https://doi.org/10.1080/1351847x.2022.2102433 Bongiovanni, C., Kaspi, M., Cordeau, J.-F., et al. (2022). A machine learning-driven two-phase metaheuristic for autonomous ridesharing operations. Transportation Research Part E: Logistics and Transportation Review, 165, 102835. https://doi.org/10.1016/j.tre.2022.102835 Bouchery, Y., Corbett, C. J., Fransoo, J. C., & Tan, T. (2024). Sustainable supply chains: introduction. In: Sustainable supply chains: A research-based textbook on operations and strategy. Cham: Springer International Publishing. pp. 1–12. https://doi.org/10.1007/978-3-031-45565-0 Brescia, V. (2020). Smart City E Citizen Participation. Strumenti, Governance e Performance. G. Giappichelli Editore. pp. 1–260. Brescia, V., Esposito, P., Amelio, S., et al. (2023). Rethinking green investment and corporate sustainability: the south European countries experiences during the COVID-19 crisis. EuroMed Journal of Business. https://doi.org/10.1108/emjb-03-2023-0093 Bresciani, S., Ferraris, A., & Del Giudice, M. (2018). The management of organizational ambidexterity through alliances in a new context of analysis: Internet of Things (IoT) smart city projects. Technological Forecasting and Social Change, 136, 331–338. https://doi.org/10.1016/j.techfore.2017.03.002 Campisi, T., Severino, A., & Al-Rashid, M. A. (2022). Introducing the Benefits of Autonomous Vehicles to Logistics During the COVID-19 Era. International Review of Civil Engineering (IRECE), 13(2), 83. https://doi.org/10.15866/irece.v13i2.21161 Campra, M., Esposito, P., & Brescia, V. (2020). State of the Art of COVID-19 and Business, Management, and Accounting Sector. A Bibliometrix Analysis. International Journal of Business and Management, 16(1), 35. https://doi.org/10.5539/ijbm.v16n1p35 Caragliu, A., & Del Bo, C. F. (2023). Smart cities and the urban digital divide. Npj Urban Sustainability, 3(1). https://doi.org/10.1038/s42949-023-00117-w Chae, B., & Olson, D. (2021). Technologies and applications of Industry 4.0: insights from network analytics. International Journal of Production Research, 60(12), 3682–3704. https://doi.org/10.1080/00207543.2021.1931524 Chang, Y., Iakovou, E., & Shi, W. (2019). Blockchain in global supply chains and cross border trade: a critical synthesis of the state-of-the-art, challenges and opportunities. International Journal of Production Research, 58(7), 2082–2099. https://doi.org/10.1080/00207543.2019.1651946 Chatterjee, S., Chaudhuri, R., Shah, M., et al. (2022). Big data driven innovation for sustaining SME supply chain operation in post COVID-19 scenario: Moderating role of SME technology leadership. Computers & Industrial Engineering, 168, 108058. https://doi.org/10.1016/j.cie.2022.108058 Chia, A., Kern, M. L., & Neville, B. A. (2020). CSR for Happiness: Corporate determinants of societal happiness as social responsibility. Business Ethics: A European Review, 29(3), 422–437. Portico. https://doi.org/10.1111/beer.12274 Chivite Cebolla, M. P., Jorge Vázquez, J., & Chivite Cebolla, C. M. (2021). Collaborative economy, a society service? Involvement with ethics and the common good. Business Ethics, the Environment & Responsibility, 30(4), 657–674. Portico. https://doi.org/10.1111/beer.12339 Christensen, T. B. (2021). Towards a circular economy in cities: Exploring local modes of governance in the transition towards a circular economy in construction and textile recycling. Journal of Cleaner Production, 305, 127058. https://doi.org/10.1016/j.jclepro.2021.127058 Chu, Z., Cheng, M., & Song, M. (2021). What determines urban resilience against COVID-19: City size or governance capacity? Sustainable Cities and Society, 75, 103304. https://doi.org/10.1016/j.scs.2021.103304 Dal Mas, F., Massaro, M., Lombardi, R., et al. (2019). From output to outcome measures in the public sector: a structured literature review. International Journal of Organizational Analysis. ahead-of-print. https://doi.org/10.1108/ijoa-09-2018-1523 Dantu, R., Dissanayake, I., & Nerur, S. (2020). Exploratory Analysis of Internet of Things (IoT) in Healthcare: A Topic Modelling & Co-citation Approaches. Information Systems Management, 38(1), 62–78. https://doi.org/10.1080/10580530.2020.1746982 Dawood, F. S., Ricks, P., Njie, G. J., et al. (2020). Observations of the global epidemiology of COVID-19 from the pre-pandemic period using web-based surveillance: a cross-sectional analysis. The Lancet Infectious Diseases, 20(11), 1255–1262. https://doi.org/10.1016/S1473-3099(20)30581-8 Delbufalo, E. (2022). Disentangling the multifaceted effects of supply base complexity on supply chain agility and resilience. International Journal of Physical Distribution & Logistics Management, 52(8), 700–721. https://doi.org/10.1108/ijpdlm-07-2021-0302 Dessai, A., & Javidroozi, V. (2021). Cross-sectoral process modelling for smart city development. Business Process Management Journal, 27(7), 2051–2074. https://doi.org/10.1108/bpmj-05-2021-0333 Dohale, V., Ambilkar, P., Gunasekaran, A., et al. (2021). Supply chain risk mitigation strategies during COVID-19: exploratory cases of “make-to-order” handloom saree apparel industries. International Journal of Physical Distribution & Logistics Management, 52(2), 109–129. https://doi.org/10.1108/ijpdlm-12-2020-0450 Dolgui, A., & Ivanov, D. (2021). 5G in digital supply chain and operations management: fostering flexibility, end-to-end connectivity and real-time visibility through internet-of-everything. International Journal of Production Research, 60(2), 442–451. https://doi.org/10.1080/00207543.2021.2002969 Donthu, N., & Gustafsson, A. (2020). Effects of COVID-19 on business and research. Journal of Business Research, 117, 284–289. https://doi.org/10.1016/j.jbusres.2020.06.008 Dora, M., Kumar, A., Mangla, S. K., et al. (2021). Critical success factors influencing artificial intelligence adoption in food supply chains. International Journal of Production Research, 60(14), 4621–4640. https://doi.org/10.1080/00207543.2021.1959665 Durach, C. F., Kembro, J. H., & Wieland, A. (2021). How to advance theory through literature reviews in logistics and supply chain management. International Journal of Physical Distribution & Logistics Management, 51(10), 1090–1107. https://doi.org/10.1108/ijpdlm-11-2020-0381 Durach, C. F., Kembro, J., & Wieland, A. (2017). A New Paradigm for Systematic Literature Reviews in Supply Chain Management. Journal of Supply Chain Management, 53(4), 67–85. Portico. https://doi.org/10.1111/jscm.12145 Erol, I., Neuhofer, I. O., Dogru (Dr. True), T., et al. (2022). Improving sustainability in the tourism industry through blockchain technology: Challenges and opportunities. Tourism Management, 93, 104628. https://doi.org/10.1016/j.tourman.2022.104628 Fatima, T., & Elbanna, S. (2022). Corporate Social Responsibility (CSR) Implementation: A Review and a Research Agenda Towards an Integrative Framework. Journal of Business Ethics, 183(1), 105–121. https://doi.org/10.1007/s10551-022-05047-8 Francisco, K., & Swanson, D. (2018). The Supply Chain Has No Clothes: Technology Adoption of Blockchain for Supply Chain Transparency. Logistics, 2(1), 2. https://doi.org/10.3390/logistics2010002 Frizzo-Barker, J., Chow-White, P. A., Adams, P. R., et al. (2020). Blockchain as a disruptive technology for business: A systematic review. International Journal of Information Management, 51, 102029. https://doi.org/10.1016/j.ijinfomgt.2019.10.014 Garau, C., Masala, F., & Pinna, F. (2016). Cagliari and smart urban mobility: Analysis and comparison. Cities, 56, 35–46. https://doi.org/10.1016/j.cities.2016.02.012 Giacosa, E., Culasso, F., & Crocco, E. (2022). Customer agility in the modern automotive sector: how lead management shapes agile digital companies. Technological Forecasting and Social Change, 175, 121362. https://doi.org/10.1016/j.techfore.2021.121362 Goodell, J. W., Oriani, M. E., Paltrinieri, A., et al. (2023). The importance of ABS 2 journals in finance scholarship: Evidence from a bibliometric case study. Finance Research Letters, 55, 103828. https://doi.org/10.1016/j.frl.2023.103828 Hajek, P., Youssef, A., & Hajkova, V. (2022). Recent developments in smart city assessment: A bibliometric and content analysis-based literature review. Cities, 126, 103709. https://doi.org/10.1016/j.cities.2022.103709 Haque, A. K. M. B., Bhushan, B., & Dhiman, G. (2021). Conceptualizing smart city applications: Requirements, architecture, security issues, and emerging trends. Expert Systems, 39(5). Portico. https://doi.org/10.1111/exsy.12753 He, L., Liu, S., & Shen, Z. M. (2022). Smart urban transport and logistics: A business analytics perspective. Production and Operations Management, 31(10), 3771–3787. https://doi.org/10.1111/poms.13775 He, Z. (2020). The challenges in sustainability of urban freight network design and distribution innovations: a systematic literature review. International Journal of Physical Distribution & Logistics Management, 50(6), 601–640. https://doi.org/10.1108/ijpdlm-05-2019-0154 Hellemans, I., Porter, A. J., & Diriker, D. (2021). Harnessing digitalization for sustainable development: Understanding how interactions on sustainability-oriented digital platforms manage tensions and paradoxes. Business Strategy and the Environment, 31(2), 668–683. Portico. https://doi.org/10.1002/bse.2943 Hwang, J., Kim, J. J., & Lee, K.-W. (2021). Investigating consumer innovativeness in the context of drone food delivery services: Its impact on attitude and behavioral intentions. Technological Forecasting and Social Change, 163, 120433. https://doi.org/10.1016/j.techfore.2020.120433 Islam, N., Marinakis, Y., Majadillas, M. A., et al. (2020). Here there be dragons, a pre-roadmap construct for IoT service infrastructure. Technological Forecasting and Social Change, 155, 119073. https://doi.org/10.1016/j.techfore.2017.09.016 Jabeen, F., Belas, J., Santoro, G., et al. (2022). The role of open innovation in fostering SMEs’ business model innovation during the COVID-19 pandemic. Journal of Knowledge Management, 27(6), 1562–1582. https://doi.org/10.1108/jkm-05-2022-0347 Jabeur, N., Al-Belushi, T., Mbarki, M., et al. (2017). Toward Leveraging Smart Logistics Collaboration with a Multi-Agent System Based Solution. Procedia Computer Science, 109, 672–679. https://doi.org/10.1016/j.procs.2017.05.374 Kayikci, Y., Subramanian, N., Dora, M., et al. (2020). Food supply chain in the era of Industry 4.0: blockchain technology implementation opportunities and impediments from the perspective of people, process, performance, and technology. Production Planning & Control, 33(2–3), 301–321. https://doi.org/10.1080/09537287.2020.1810757 Kirch, M., Poenicke, O., & Richter, K. (2017). RFID in Logistics and Production –Applications, Research and Visions for Smart Logistics Zones. Procedia Engineering, 178, 526–533. https://doi.org/10.1016/j.proeng.2017.01.101 Kittipanya-ngam, P., & Tan, K. H. (2019). A framework for food supply chain digitalization: lessons from Thailand. Production Planning & Control, 31(2–3), 158–172. https://doi.org/10.1080/09537287.2019.1631462 Krstić, M., Agnusdei, G. P., Miglietta, P. P., et al. (2022). Logistics 4.0 toward circular economy in the agri-food sector. Sustainable Futures, 4, 100097. https://doi.org/10.1016/j.sftr.2022.100097 Küffner, C., Kopyto, M., Wohlleber, A. J., et al. (2022). The interplay between relationships, technologies and organizational structures in enhancing supply chain resilience: empirical evidence from a Delphi study. International Journal of Physical Distribution & Logistics Management, 52(8), 673–699. https://doi.org/10.1108/ijpdlm-07-2021-0303 Lagorio, A., Pinto, R., & Golini, R. (2016). Research in urban logistics: a systematic literature review. International Journal of Physical Distribution & Logistics Management, 46(10), 908–931. https://doi.org/10.1108/ijpdlm-01-2016-0008 Lampreia Dos-Santos, M. J. P., Baptista, N., & Machado-Santos, C. (2021). Smart and sustainable cities in the Mediterranean region: The contribution of short supply chains of food. Ecocycles, 7(2), 8–17. https://doi.org/10.19040/ecocycles.v7i2.196 Law, K. H., & Lynch, J. P. (2019). Smart City: Technologies and Challenges. IT Professional, 21(6), 46–51. https://doi.org/10.1109/mitp.2019.2935405 Lee, J. H., Hancock, M. G., & Hu, M.-C. (2014). Towards an effective framework for building smart cities: Lessons from Seoul and San Francisco. Technological Forecasting and Social Change, 89, 80–99. https://doi.org/10.1016/j.techfore.2013.08.033 Linkov, I., Keenan, J. M., & Trump, B. D. (2021). COVID-19: systemic risk and resilience. New York: Springer. https://doi.org/10.1007/978-3-030-71587-8 Liu, H., Meijer, S., & Yao, Z. (2020). Study of transfer station model for medical waste based on location, construction and financing. Fresenius Environmental Bulletin, 29(9), 7228–7238. Luthra, S., Sharma, M., Kumar, A., et al. (2022). Overcoming barriers to cross-sector collaboration in circular supply chain management: a multi-method approach. Transportation Research Part E: Logistics and Transportation Review, 157, 102582. https://doi.org/10.1016/j.tre.2021.102582 M. Tachizawa, E., & Yew Wong, C. (2014). Towards a theory of multi-tier sustainable supply chains: a systematic literature review. Supply Chain Management: An International Journal, 19(5/6), 643–663. https://doi.org/10.1108/scm-02-2014-0070 Makkonen, H., Nordberg-Davies, S., Saarni, J., et al. (2022). A contextual account of digital servitization through autonomous solutions: Aligning a digital servitization process and a maritime service ecosystem transformation to autonomous shipping. Industrial Marketing Management, 102, 546–563. https://doi.org/10.1016/j.indmarman.2022.02.013 Manes-Rossi, F., Nicolò, G., & Argento, D. (2020). Non-financial reporting formats in public sector organizations: a structured literature review. Journal of Public Budgeting, Accounting & Financial Management, 32(4), 639–669. https://doi.org/10.1108/jpbafm-03-2020-0037 Manimuthu, A., Venkatesh, V. G., Shi, Y., et al. (2021). Design and development of automobile assembly model using federated artificial intelligence with smart contract. International Journal of Production Research, 60(1), 111–135. https://doi.org/10.1080/00207543.2021.1988750 Manning, L., Brewer, S., Craigon, P. J., et al. (2023). Reflexive governance architectures: Considering the ethical implications of autonomous technology adoption in food supply chains. Trends in Food Science & Technology, 133, 114–126. https://doi.org/10.1016/j.tifs.2023.01.015 Martinez, L. M., & Viegas, J. M. (2017). Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal. International Journal of Transportation Science and Technology, 6(1), 13–27. https://doi.org/10.1016/j.ijtst.2017.05.005 Massaro, M., Secinaro, S., Dal Mas, F., et al. (2020). Industry 4.0 and circular economy: An exploratory analysis of academic and practitioners’ perspectives. Business Strategy and the Environment, 30(2), 1213–1231. Portico. https://doi.org/10.1002/bse.2680 Miah, S. J., Vu, H. Q., & Alahakoon, D. (2021). A social media analytics perspective for human-oriented smart city planning and management. Journal of the Association for Information Science and Technology, 73(1), 119–135. Portico. https://doi.org/10.1002/asi.24550 Miller, K. D., & Tsang, E. W. K. (2010). Testing management theories: critical realist philosophy and research methods. Strategic Management Journal, 32(2), 139–158. Portico. https://doi.org/10.1002/smj.868 Miller, S., & Bossomaier, T. (2024). Cybersecurity, Ethics, and Collective Responsibility. Oxford University Press. Mohamed, N., Al-Jaroodi, J., Jawhar, I., et al. (2020). Unmanned aerial vehicles applications in future smart cities. Technological Forecasting and Social Change, 153, 119293. https://doi.org/10.1016/j.techfore.2018.05.004 Monios, J., & Bergqvist, R. (2020). Logistics and the networked society: A conceptual framework for smart network business models using electric autonomous vehicles (EAVs). Technological Forecasting and Social Change, 151, 119824. https://doi.org/10.1016/j.techfore.2019.119824 Mori, Y., Kuroda, M., & Makino, N. (2016). Nonlinear Principal Component Analysis and Its Applications. In: SpringerBriefs in Statistics. Springer Singapore. https://doi.org/10.1007/978-981-10-0159-8 Nayernia, H., Bahemia, H., & Papagiannidis, S. (2021). A systematic review of the implementation of industry 4.0 from the organisational perspective. International Journal of Production Research, 60(14), 4365–4396. https://doi.org/10.1080/00207543.2021.2002964 Nguyen, D. H., de Leeuw, S., & Dullaert, W. E. H. (2016). Consumer Behaviour and Order Fulfilment in Online Retailing: A Systematic Review. International Journal of Management Reviews, 20(2), 255–276. Portico. https://doi.org/10.1111/ijmr.12129 Nicolò, G., Santis, S., Incollingo, A., et al. (2023). Value Relevance Research in Accounting and Reporting Domains: A Bibliometric Analysis. Accounting in Europe, 1–36. https://doi.org/10.1080/17449480.2023.2292654 Nižetić, S., Šolić, P., López-de-Ipiña González-de-Artaza, D., et al. (2020). Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future. Journal of Cleaner Production, 274, 122877. https://doi.org/10.1016/j.jclepro.2020.122877 Nodehi, T., Zutshi, A., Grilo, A., et al. (2022). EBDF: The enterprise blockchain design framework and its application to an e-Procurement ecosystem. Computers & Industrial Engineering, 171, 108360. https://doi.org/10.1016/j.cie.2022.108360 Nugent, D., & Suhail, A. (2021). Crisis, disorder and management: Smart cities and contemporary urban inequality. In: Pardo, I., Prato, G. (editors). Urban inequalities: Ethnographically informed reflections. Palgrave Macmillan, Cham. pp. 145–169. Öberg, C., & Graham, G. (2016). How smart cities will change supply chain management: a technical viewpoint. Production Planning & Control, 27(6), 529–538. https://doi.org/10.1080/09537287.2016.1147095 OECD. (2020). Smart Cities and Inclusive Growth. Available online: https://www.oecd.org/cfe/cities/OECD_Policy_Paper_Smart_Cities_and_Inclusive_Growth.pdf (accessed on 1 March 2024). Ojo, A., & Millard, J. (2017). Government 3.0–next generation government technology infrastructure and services: Roadmaps, enabling technologies & challenges. Springer. https://doi.org/10.1007/978-3-319-63743-3 Parmentola, A., Petrillo, A., Tutore, I., et al. (2021). Is blockchain able to enhance environmental sustainability? A systematic review and research agenda from the perspective of Sustainable Development Goals (SDGs). Business Strategy and the Environment, 31(1), 194–217. Portico. https://doi.org/10.1002/bse.2882 Passlick, J., Dreyer, S., Olivotti, D., et al. (2020). Predictive maintenance as an internet of things enabled business model: A taxonomy. Electronic Markets, 31(1), 67–87. https://doi.org/10.1007/s12525-020-00440-5 Peris-Ortiz, M., Bennett, D. R., Yábar, D. P. B. (2017) Sustainable Smart Cities. In: Innovation, Technology, and Knowledge Management. Springer International Publishing Switzerland, Cham. https://doi.org/10.1007/978-3-319-40895-8. Pribyl, O., Blokpoel, R., & Matowicki, M. (2020). Addressing EU climate targets: Reducing CO2 emissions using cooperative and automated vehicles. Transportation Research Part D: Transport and Environment, 86, 102437. https://doi.org/10.1016/j.trd.2020.102437 Qi, W., Sha, M., & Li, S. (2022). When Shared Autonomous Electric Vehicles Meet Microgrids: Citywide Energy-Mobility Orchestration. Manufacturing & Service Operations Management, 24(5), 2389–2406. https://doi.org/10.1287/msom.2021.1050 Raeesi, R., & Zografos, K. G. (2022). Coordinated routing of electric commercial vehicles with intra-route recharging and en-route battery swapping. European Journal of Operational Research, 301(1), 82–109. https://doi.org/10.1016/j.ejor.2021.09.037 Rahman, S., Ahsan, K., Sohal, A., et al. (2022). Guest editorial: The “new normal”: rethinking supply chains during and post-COVID-19 global business environment. International Journal of Physical Distribution & Logistics Management, 52(7), 481–490. https://doi.org/10.1108/ijpdlm-08-2022-518 Rathore, M. M., Ahmad, A., Paul, A., et al. (2016). Urban planning and building smart cities based on the Internet of Things using Big Data analytics. Computer Networks, 101, 63–80. https://doi.org/10.1016/j.comnet.2015.12.023 Richter, A., Löwner, M.-O., Ebendt, R., et al. (2020). Towards an integrated urban development considering novel intelligent transportation systems. Technological Forecasting and Social Change, 155, 119970. https://doi.org/10.1016/j.techfore.2020.119970 Ruhlandt, R. W. S., Levitt, R., Jain, R., & Hall, D. (2020). Drivers of data and analytics utilization within (smart) cities: A multimethod approach. Journal of Management in Engineering, 36(2), 04019050. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000762 Sarkis, J. (2020). Supply chain sustainability: learning from the COVID-19 pandemic. International Journal of Operations & Production Management, 41(1), 63–73. https://doi.org/10.1108/ijopm-08-2020-0568 Sarma, S., & Sunny, S. A. (2017). Civic entrepreneurial ecosystems: Smart city emergence in Kansas City. Business Horizons, 60(6), 843–853. https://doi.org/10.1016/j.bushor.2017.07.010 Secinaro, S., Brescia, V., Lanzalonga, F., et al. (2022). Smart city reporting: A bibliometric and structured literature review analysis to identify technological opportunities and challenges for sustainable development. Journal of Business Research, 149, 296–313. https://doi.org/10.1016/j.jbusres.2022.05.032 Secinaro, S., Calandra, D., Lanzalonga, F., et al. (2022). Electric vehicles’ consumer behaviours: Mapping the field and providing a research agenda. Journal of Business Research, 150, 399–416. https://doi.org/10.1016/j.jbusres.2022.06.011 Secinaro, S., Dal Mas, F., Brescia, V., et al. (2021). Blockchain in the accounting, auditing and accountability fields: a bibliometric and coding analysis. Accounting, Auditing & Accountability Journal, 35(9), 168–203. https://doi.org/10.1108/aaaj-10-2020-4987 Shamout, M., Ben-Abdallah, R., Alshurideh, M., et al. (2022). A conceptual model for the adoption of autonomous robots in supply chain and logistics industry. Uncertain Supply Chain Management, 10(2), 577–592. https://doi.org/10.5267/j.uscm.2021.11.006 Sharma, H. B., Vanapalli, K. R., Cheela, V. S., et al. (2020). Challenges, opportunities, and innovations for effective solid waste management during and post COVID-19 pandemic. Resources, Conservation and Recycling, 162, 105052. https://doi.org/10.1016/j.resconrec.2020.105052 Sharma, S. K., Metri, B., Dwivedi, Y. K., et al. (2021). Challenges common service centers (CSCs) face in delivering e-government services in rural India. Government Information Quarterly, 38(2), 101573. https://doi.org/10.1016/j.giq.2021.101573 Shashi, Centobelli, P., Cerchione, R., & Ertz, M. (2020). Agile supply chain management: where did it come from and where will it go in the era of digital transformation? Industrial Marketing Management, 90, 324–345. https://doi.org/10.1016/j.indmarman.2020.07.011 Shee, H. K., Miah, S. J., & De Vass, T. (2021). Impact of smart logistics on smart city sustainable performance: an empirical investigation. The International Journal of Logistics Management, 32(3), 821–845. https://doi.org/10.1108/ijlm-07-2020-0282 Simonsen, K. R., Hansen, D. S., & Pedersen, S. (2024). Challenges in CO2 transportation: Trends and perspectives. Renewable and Sustainable Energy Reviews, 191, 114149. https://doi.org/10.1016/j.rser.2023.114149 Singhania, M., & Swami, D. (2023). Impact investing: Scientometric review and research agenda. Business Ethics, the Environment & Responsibility. Portico. https://doi.org/10.1111/beer.12599 Solano, S. E., Casado, P. P., & Ureba, S. F. (2017). Smart cities and sustainable development. A Case Study. Sustainable Smart Cities, 65-77. Stefanescu, C. A. (2021). Transposition of Directive 2014/95/EU – Do macroeconomic determinants affect non-financial reporting harmonisation? Journal of Financial Reporting and Accounting, 19(5), 861–884. https://doi.org/10.1108/jfra-07-2020-0193 Strategy for BRICS Economic Partnership 2025. (2020). Available online: http://www.brics.utoronto.ca/docs/2020-strategy-1148155.pdf (accessed on 1 March 2024). Susen, S. (2021). Reflections on the (Post-)Human Condition: Towards New Forms of Engagement with the World? Social Epistemology, 36(1), 63–94. https://doi.org/10.1080/02691728.2021.1893859 Taboada, I., & Shee, H. (2020). Understanding 5G technology for future supply chain management. International Journal of Logistics Research and Applications, 24(4), 392–406. https://doi.org/10.1080/13675567.2020.1762850 Thakuriah, P., Tilahun, N. Y., & Zellner, M. (2017). Big data and urban informatics: Innovations and challenges to urban planning and knowledge discovery. Seeing cities through big data: Research, methods and applications in urban informatics, 11–45. https://doi.org/10.1007/978-3-319-40902-3 Tijan, E., Jović, M., Aksentijević, S., et al. (2021). Digital transformation in the maritime transport sector. Technological Forecasting and Social Change, 170, 120879. https://doi.org/10.1016/j.techfore.2021.120879 Tompson, T. (2017). Understanding the Contextual Development of Smart City Initiatives: A Pragmatist Methodology. She Ji: The Journal of Design, Economics, and Innovation, 3(3), 210–228. https://doi.org/10.1016/j.sheji.2017.11.004 Transchel, S., Taheri-Bavil-Oliaei, M., & Petersen, M. (2024). Reusable packaging for B2C supply chains. In: Sustainable supply chains: a research-based textbook on operations and strategy. Cham: Springer International Publishing. pp. 405-431. Trencher, G. (2019). Towards the smart city 2.0: Empirical evidence of using smartness as a tool for tackling social challenges. Technological Forecasting and Social Change, 142, 117–128. https://doi.org/10.1016/j.techfore.2018.07.033 Vadlamudi, S. (2021). The Economics of Internet of Things: An Information Market System. Asian Business Review, 11(1), 35–40. https://doi.org/10.18034/abr.v11i1.523 van Hoek, R., Lacity, M., & Willcocks, L. (2022). Influencing supply chain practice: the action principles approach applied to pandemic risk management. International Journal of Physical Distribution & Logistics Management, 52(5/6), 456–478. https://doi.org/10.1108/ijpdlm-11-2021-0474 Vardon, P., Sassi, A., Zheng, Y., et al. (2019). Fukushima: U.S. Response and the Short-Term Impact on U.S.-Japan Trade in Fish and Seafood. Journal of Benefit-Cost Analysis, 10(3), 351–378. https://doi.org/10.1017/bca.2019.19 Veselovská, L. (2020). Supply chain disruptions in the context of early stages of the global COVID-19 outbreak. Problems and Perspectives in Management, 18(2), 490–500. https://doi.org/10.21511/ppm.18(2).2020.40 Vrontis, D., & Christofi, M. (2021). R&D internationalization and innovation: A systematic review, integrative framework and future research directions. Journal of Business Research, 128, 812–823. https://doi.org/10.1016/j.jbusres.2019.03.031 Vrontis, D., Makrides, A., Christofi, M., et al. (2021). Social media influencer marketing: A systematic review, integrative framework and future research agenda. International Journal of Consumer Studies, 45(4), 617–644. Portico. https://doi.org/10.1111/ijcs.12647 Wang, B., Zhang, Q., & Cui, F. (2021). Scientific research on ecosystem services and human well-being: A bibliometric analysis. Ecological Indicators, 125, 107449. https://doi.org/10.1016/j.ecolind.2021.107449 Wang, Y., Wei, Y. D., & Sun, B. (2022). New economy and national city size distribution. Habitat International, 127, 102632. https://doi.org/10.1016/j.habitatint.2022.102632 Winkowska, J., Szpilko, D., & Pejić, S. (2019). Smart city concept in the light of the literature review. Engineering Management in Production and Services, 11(2), 70–86. https://doi.org/10.2478/emj-2019-0012 Wong, C. Y., Wong, C. W., & Boon-itt, S. (2015). Integrating environmental management into supply chains. International Journal of Physical Distribution & Logistics Management, 45(1/2), 43–68. https://doi.org/10.1108/ijpdlm-05-2013-0110 World Bank. (2022). Overview. Available online: https://www.worldbank.org/en/topic/urbandevelopment/overview (accessed on 1 March 2024). Xie, H., Zhang, Y., Zeng, X., et al. (2020). Sustainable land use and management research: a scientometric review. Landscape Ecology, 35(11), 2381–2411. https://doi.org/10.1007/s10980-020-01002-y Xu, Z., Elomri, A., Kerbache, L., et al. (2020). Impacts of COVID-19 on Global Supply Chains: Facts and Perspectives. IEEE Engineering Management Review, 48(3), 153–166. https://doi.org/10.1109/emr.2020.3018420 Yan, J., Liu, J., & Tseng, F.-M. (2020). An evaluation system based on the self-organizing system framework of smart cities: A case study of smart transportation systems in China. Technological Forecasting and Social Change, 153, 119371. https://doi.org/10.1016/j.techfore.2018.07.009 Yevu, S. K., Yu, A. T. W., & Darko, A. (2021). Digitalization of construction supply chain and procurement in the built environment: Emerging technologies and opportunities for sustainable processes. Journal of Cleaner Production, 322, 129093. https://doi.org/10.1016/j.jclepro.2021.129093 Yu, W., Zhao, G., Liu, Q., et al. (2021). Role of big data analytics capability in developing integrated hospital supply chains and operational flexibility: An organizational information processing theory perspective. Technological Forecasting and Social Change, 163, 120417. https://doi.org/10.1016/j.techfore.2020.120417 Zhao, F., Fashola, O. I., Olarewaju, T. I., et al. (2021). Smart city research: A holistic and state-of-the-art literature review. Cities, 119, 103406. https://doi.org/10.1016/j.cities.2021.103406 Zhu, M., Liu, Z., Li, J., et al. (2020). Electric vehicle battery capacity allocation and recycling with downstream competition. European Journal of Operational Research, 283(1), 365–379. https://doi.org/10.1016/j.ejor.2019.10.040



DOI: https://doi.org/10.24294/jipd.v8i7.5525

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Federico Chmet, Valerio Brescia, Ginevra Degregori, Paolo Biancone

License URL: https://creativecommons.org/licenses/by/4.0/

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