Smart city in the context of mapping research fields
DOI:
https://doi.org/10.12775/bgss-2025-0038Keywords
smart city, research field, bibliometrics, thematic mapping, keyword co-occurrence analysisAbstract
The aim of this study is to explore the conceptual structure of the research field as well as compare and contrast it with the findings of previous bibliometric smart city research. The study process has been focused on the following research questions (problems): (1) what are the leading themes in the smart city research field? (2) what are the emerging topics in the smart city research field? (3) what are the similarities and differences with the findings of other bibliometric studies regarding the conceptual structure of the field?
References
Aghaei Chadegani, A., Salehi, H., Md Yunus, M. M., Farhadi, H., Fooladi, M., Farhadi, M., & Ale Ebrahim, N. (2013). A comparison between two main academic literature collections: Web of Science and Scopus databases. Asian Social Science, 9(5): 18–26. DOI: https://doi.org/10.5539/ass.v9n5p18.
Alberts, G., Went, M., & Jansma, R. (2017). Archaeology of the Amsterdam digital city; why digital data are dynamic and should be treated accordingly. Internet Histories, 1: 146-159.
Albino, V., Berardi, U., & Dangelico, R.M. (2015). Smart cities: Definitions, dimensions, performance, and initiatives. Journal of Urban Technology, 22(1): 3–21. DOI: https://doi.org/10.1080/10630732.2014.942092.
Al-Kandari, A., & Hasanen, M. (2012). The impact of the Internet on political attitudes in Kuwait and Egypt. Telematics and Informatics, 29(3): 245-253. DOI: https://doi.org/10.1016/j.tele.2011.10.005.
Allam, Z., & Newman, P. (2018). Redefining the smart city: Culture, metabolism and governance. Smart Cities, 1(1): 4–25. DOI: https://doi.org/10.3390/smartcities1010002.
Appio, F.P., Lima, M., & Paroutis, S. (2019). Understanding smart cities: Innovation ecosystems, technological advancements, and societal challenges. Technological Forecasting and Social Change, 142: 1-14. DOI: https://doi.org/10.1016/j.techfore.2018.12.018.
Bajdor, P., & Starostka-Patyk, M. (2021). Smart city: A bibliometric analysis of conceptual dimensions and areas. Energies, 14(14): 4288. DOI: https://doi.org/10.3390/en14144288.
Bendyk, E., Bonikowska, M., Rabiej, P., & Romański, W. (2013). Energia nowego miasta (The energy of the new city – in Polish). In: Przyszłość miast. Miasta przyszłości. Strategie i wyzwania. Innowacje społeczne i technologiczne (The future of cities. Cities of the future. Strategies and challenges. Social and technological innovations – in Polish). ThinkTank, Warszawa. Available at: https://mttp.pl/pobieranie/RaportMiastoPrzyszlosci.pdf.
Berry, C.R., & Glaeser, E.L. (2005). The divergence of human capital levels across cities. Papers in Regional Science, 84(3): 407−444. DOI: https://10.1111/j.1435-5957.2005.00047.x.
Breschi, S., & Lissoni, F. (2001). Knowledge spillovers and local innovation systems: A critical survey. Industrial and Corporate Change, 10(4): 975.
Booth, A., Sutton, A., & Papaioannou, D. (2012). Systematic approaches to a successful literature review. Sage.
Börner, K., Chen, C., & Boyack, K.W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37: 179–255. DOI: https://doi.org/10.1002/aris.1440370106.
Boulanger, S.O.M. (2022). The roadmap to smart cities: A bibliometric literature review on smart cities’ trends before and after the COVID-19 pandemic. Energies, 15(24): 9326. DOI: https://doi.org/10.3390/en15249326.
Boulanger, S.O.M. (2024). Smart city and energy: A bibliometric review of the smart city and smart energy concept from the perspective of the bioclimatic approach. Energies, 17(11): 2486. DOI: https://doi.org/10.3390/en17112486.
Callon, M., Courtial, J.P., & Laville, F. (1991). Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemistry. Scientometrics, 22(1): 155–205. DOI: https://doi.org/10.1007/BF02019280.
Callon, M., Courtial, J.P., Turner, W.A., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2): 191–235. DOI: https://doi.org/10.1177/053901883022002003.
Capello, R. (2009). Spatial spillovers and regional growth: a cognitive approach. European Planning Studies, 17(5): 639-658.
Caragliu, A., Del Bo, C., & Nijkamp, P. (2009). Smart cities in Europe. Proceedings of the 3rd Central European Conference in Regional Science—CERS 2009, Kosice, 7-9 October 2009: 49-59. Available at: http://degree.ubvu.vu.nl/repec/vua/wpaper/pdf/20090048.pdf.
Caragliu, A., Del Bo, C., & Nijkamp, P. (2011). Smart cities in Europe. Journal of Urban Technology, 18(2): 65−82. DOI: https://doi.org/10.1080/10630732.2011.601117.
Chourabi, H., Nam, T., Walker, S., Gil-Garcia, J.R., Mellouli, S., Nahon, K., Pardo, T.A., & Scholl, H.J. (2012). Understanding smart cities: An integrative framework. 2012 45th Hawaii International Conference on System Science (HICSS), Maui, HI, 4-7 January 2012: 2289-2297. DOI: https://doi.org/10.1109/HICSS.2012.615.
Cohen, B. (2011). The top 10 smart cities on the planet. Fast Company, 11 Jan. 2011. Available at: http://www.fastcoexist.com/1679127/the-top-10-smartcities-on-the-planet.
Cohen, B. (2012a). Smart city wheel. Available at: https://www.smart-circle.org/smart-city/boyd-cohen-smart-city-wheel/.
Cohen, B. (2012b). The top 10 smart cities on the planet. Available at: https://www.fastcompany.com/90186037/the-top-10-smart-cities-on-the-planet.
Cohen, B. (2015). The smartest cities in the world 2015. Methodology. Available at: https://www.fastcompany.com/3038818/the-smartest-cities-in-the-world-2015-methodology.
Community Analysis Bureau. (1974). The state of the city report: A cluster analysis of Los Angeles: a report. Community Analysis Bureau, CAB, LA, USA.
Czakon, W. (2011). Metodyka systematycznego przeglądu literatury (Methodology of a systematic literature review – in Polish). Przegląd Organizacji, 3: 57–61. DOI: https://doi.org/doi:10.33141/po.2011.03.13.
DeAngelis, S.F. (2013). Thought probe series on tomorrow's population, Big Data, and personalized predictive analytics: part 1, getting started. Available at: https://enterpriseresilienceblog.typepad.com/enterprise_resilience_man/2013/04/a-thought-probe-series-on-tomorrows-population-big-data-and-personalized-predictive-analytics-part-1.html.
Donohue, J.C. (1974). Understanding scientific literature: A bibliometric approach. MIT Press.
Florida, R. (2002). Homo urbanus. Available at: http://www.theatlantic.com/national/archive/2009/06/homo-urbanus/18884/.
Fu, S. (2007). Smart café cities: Testing human capital externalities in the Boston metropolitan area. Journal of Urban Economics, 61(1): 86-111. DOI: https://doi.org/10.1016/j.jue.2006.06.002.
Gascó-Hernandez, M. (2018). Building a smart city: Lessons from Barcelona. Communications of the ACM, 61: 50–57. DOI: https://doi.org/10.1145/311780.
Giffinger, R., & Haindlmaier, G. (2010). Smart cities ranking: An effective instrument for the positioning of cities. ACE: Arquitectura Ciudad y Entorno, 4(12). DOI: https://doi.org/10.5821/ace.v4i12.2483.
Giffinger, R., Fertner, C., Kramar, H., Kalasek, R., Pichler-Milanovic, N., & Meijers, E.J. (2007). Smart cities. Ranking of European medium-sized cities. Final report. Available at: https://repositum.tuwien.at/bitstream/20.500.12708/153435/1/Giffinger-2007-Smart%20cities.%20Ranking%20of%20European%20medium-sized%20cities.%20Fin...-vor.pdf.
Glaeser, E.L. (2011a). Motory postępu (Engines of progress – in Polish). Świat Nauki, 10: 36–41.
Glaeser, E.L. (2011b). Available at: https://www.economics.harvard.edu/people/edward-glaeser
Glaeser, E.L., & Berry, C.R. (2006). Why are smart places getting smarter? Taubman Center Policy Brief 2006-2, Cambridge, MA: Taubman Center.
Graham, S., & Marvin, S. (1996). Telecommunications and the City Electronic Spaces, Urban Places. Routledge.
Guo, D., Chen, H., Long, R., Lu, H., & Long, Q. (2017). A co-word analysis of organizational constraints for maintaining sustainability. Sustainability (Switzerland), 9(11): 1928. DOI: https://doi.org/10.3390/su9101928.
Guo, Y.M., Huang, Z.L., Guo, J., Li, H., Guo, X. R., & Nkeli, M.J. (2019). Bibliometric analysis on smart cities research. Sustainability (Switzerland): 11(13): 3606. DOI: https://doi.org/10.3390/su11133606.
He, Q. (1999). Knowledge discovery through co-word analysis. Library Trends, 48(1): 133–159..
Hollands, R.G. (2008). Will the real smart city please stand up? Intelligent, progressive or entrepreneurial? City, 12(3): 303–320. DOI: https://doi.org/10.1080/13604810802479126.
IBM. (2010). IBM Pledges $50 million to create 100 smarter cities. Available at: https://www-03.ibm.com/press/us/en/pressrelease/32956.wss.
Ingwersen, P., & Serrano-López, A.E. (2018). Smart city research 1990–2016. Scientometrics, 117(2): 1205–1236. DOI: https://doi.org/10.1007/s11192-018-2901-9.
Janik, A., & Ryszko, A. (2018). Scientific landscape of smart city concept: A bibliometric analysis. Proceedings of the 32nd International Business Information Management Association Conference, IBIMA 2018 - Vision 2020: Sustainable Economic Development and Application of Innovation Management From Regional Expansion to Global Growth, 6254–6266.
Jebbar, H., El Mohadab, M., & Boutkhoum, O. (2024). Smart cities: Literature review and bibliometric analysis. International Journal on Technical and Physical Problems of Engineering, 16(59): 321–330. Available at: https://www.iotpe.com/IJTPE/IJTPE-2024/IJTPE-Issue59-Vol16-No2-Jun2024/41-IJTPE-Issue59-Vol16-No2-Jun2024-pp321-330.pdf.
Komninos, N. (2002a). What makes cities smart? Available at: http://www.urenio.org/wp-content/uploads/2008/11/What-makes-cities-smart-Edinburgh-30062011.pdf.
Komninos, N. (2002b). Intelligent Cities: Innovation, Knowledge Systems and Digital Spaces. Spon Press, London.
Komninos, N., & Mora, L. (2018). Exploring the big picture of smart city research. Scienze Regionali, 17(1): 15–38. DOI: https://doi.org/10.14650/88815.
Li, M. (2019). Visualizing the studies on smart cities in the past two decades: a two-dimensional perspective. Scientometrics, 120(2): 683–705. DOI: https://doi.org/10.1007/s11192-019-03134-8.
Lis, A., Glińska-Neweś, A., Hatami, A., & Hermes, J. (2023). Corporate Volunteering: Mapping the Conceptual and Intellectual Structure of the Research Field. Wydawnictwo Naukowe Uniwersytetu Mikołaja Kopernika.
Lundberg, L. (2024). Bibliometric mining of research trends for smart cities. Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024, 278–283. DOI: https://doi.org/10.1109/SMARTCOMP61445.2024.00068.
Lundberg, L. (2024). Bibliometric mining of research trends for smart cities. Proceedings - 2024 IEEE International Conference on Smart Computing, SMARTCOMP 2024, 278–283. DOI: https://doi.org/10.1109/SMARTCOMP61445.2024.00068.
Manville, C., Cochrane, G., Cave, J., Millard, J., Pederson, J.K., Thaarup, R.K., Liebe, A., Wissner, M., Massink, R.A., & Kotterink, B. (2014). Mapping smart cities in the EU. Report 2014. Available at: https://resolver.tno.nl/uuid:1fac0e18-8dd3-406d-86fe-ce1e6a22e90c.
Manville, C. (2014). Mapping smart cities in the EU. Available at: https://geospatialworld.net/gwf/speaker/SpeakersImages/Catriona%20Manville.pdf.
Martinez-Toro, G.M., Ariza-Zabala, G.C., Vargas-Mantilla, M.M., Romero-Riaño, E., & Rico-Bautista, D. (2020). Smart city, trends, and evolution: A bibliometric analysis (Smart city, tendencias y evolución: Un análisis bibliométrico – in Spanish). Aibi, Revista de Investigacion Administracion e Ingenierias, 8(S1): 334–339. DOI: https://doi.org/10.15649/2346030X.2478.
Mazur, Z., & Orłowska, A. (2018). Jak zaplanować i przeprowadzić systematyczny przegląd literatury (How to plan and conduct a systematic literature review – in Polish). Polskie Forum Psychologiczne, 23(2): 235–251. DOI: https://doi.org/10.14656/PFP20180202.
Meijer, A., & Bolívar, M.P.R. (2015). Governing the smart city: a review of the literature on smart urban governance. International Review of Administrative Sciences, 82(2): 392-408. DOI: https://doi.org/10.1177/0020852314564308.
Modelo Territorial Buenos Aires 2010 – 2060. Available at: http://www.ssplan.buenosaires.gob.ar/MODELO%20TERRITORIAL/WEB/modelo_territorial.html.
Nam, T., & Pardo, T.A. (2011a). Conceptualizing smart city with dimensions of technology, People and institutions. Proceedings of the 12th Annual International Digital Government Research Conference: Digital Government Innovation in Challenging Times, College Park, 12-15 June 2011: 282-291. DOI: https://doi.org/10.1016/j.giq.2014.01.002.
Nam, T., & Pardo, T.A. (2011b). Smart city as urban innovation: Focusing on management, policy, and context. Proceedings of the 5th International Conference on Theory and Practice of Electronic Governance, Tallinn, Estonia, September 26-28, 2011: 185-194. DOI: https://doi.org/10.1145/2037556.2037602.
Nam, T., & Pardo, T.A. (2014). The changing face of a city government: A case study of Philly311. Government Information Quarterly, 31: S1-S9. DOI: https://doi.org/10.1145/2072069.20721.
Moher, D., Liberati, A., Tetzlaff, J., & Altman, D.G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. BMJ, 339(7716): 332–336. DOI: https://doi.org/10.1136/BMJ.B2535.
Mora, L., Bolici, R., & Deakin, M. (2017). The first two decades of smart-city research: A bibliometric analysis. Journal of Urban Technology, 24(1): 3–27. DOI: https://doi.org/10.1080/10630732.2017.1285123.
Mora, L., Deakin, M., & Reid, A. (2018). Smart-city development paths: Insights from the first two decades of research. In: Bisello, A., Vettorato, D., Laconte, P., Costa, S. (eds.), Smart and Sustainable Planning for Cities and Regions. SSPCR 2017. Springer, Cham. DOI: https://doi.org/10.1007/978-3-319-75774-2_28.
Mora, L., Deakin, M., & Reid, A. (2019). Combining co-citation clustering and text-based analysis to reveal the main development paths of smart cities. Technological Forecasting and Social Change, 142: 56–69. DOI: https://doi.org/10.1016/j.techfore.2018.07.019.
Moradi, S. (2020). The scientometrics of literature on smart cities. Library Hi Tech, 38(2): 385–398. DOI: https://doi.org/10.1108/LHT-12-2018-0203.
Paskaleva, K.A. (2011). The smart city: A nexus for open innovation? Intelligent Buildings International, 3(3): 153–171. DOI: https://doi.org/10.1080/17508975.2011.586672.
Pérez, L.M., Oltra-Badenes, R., Gutiérrez, J.V.O., & Gil-Gómez, H. (2020). A bibliometric diagnosis and analysis about smart cities. Sustainability (Switzerland), 12(16): 6357. DOI: https://doi.org/10.3390/SU12166357.
Rejeb, A., Rejeb, K., Abdollahi, A., Keogh, J.G., Zailani, S., & Iranmanesh, M. (2022). Smart city research: A bibliometric and main path analysis. Journal of Data, Information and Management, 4(3): 343–370. DOI: https://doi.org/10.1007/s42488-022-00084-4.
Roche, S., Nabian, N., Kloeckl, K., & Ratti, C. (2012). Are 'smart cities' smart enough? Available at: http://www.gsdi.org/gsdiconf/gsdi13/papers/182.pdf.
Roller, L-H., & Waverman, L. (2001). Telecommunications infrastructure and economic development: A simultaneous approach. American Economic Review, 91: 909-923. DOI: https://doi.org/10.1257/aer.91.4.909.
Sharifi, A. (2020). A typology of smart city assessment tools and indicator sets. Sustainable Cities and Society, 53: 101936. DOI: https://doi.org/10.1016/j.scs.2019.101936.
Sharifi, A. (2021). Urban sustainability assessment: An overview and bibliometric analysis. Ecological Indicators, 121: 107102. DOI: https://doi.org/10.1016/j.ecolind.2020.107102.
Sharifi, A., & Allam, Z. (2021a). On the taxonomy of smart city indicators and their alignment with sustainability and resilience. Environment and Planning B: Urban Analytics and City Science, 49(5): 1536-1555. DOI: https://doi.org/10.1177/23998083211058.
Sharifi, A., Allam, Z., Feizizadeh, B., & Ghamari, H. (2021b). Three decades of research on smart cities: Mapping knowledge structure and trends. Sustainability (Switzerland), 13(13): 7140. DOI: https://doi.org/10.3390/su13137140.
Sharifi, A., Khavarian-Garmsir, A.R., & Kummitha, R.K.R. (2021c). Contributions of smart city solutions and technologies to resilience against the COVID-19 pandemic: A literature review. Sustainability (Switzerland), 13(14): 8081. DOI: https://doi.org/10.3390/su13148018.
Sharifi, A., Allam, Z., Bibri, S.E., & Khavarian-Garmsir, A.R. (2024). Smart cities and sustainable development goals (SDGs): A systematic literature review of co-benefits and trade-offs. Cities, 146: 104659. DOI: https://doi.org/10.1016/j.cities.2023.104659.
Schotten, M., El Aisati, M., Meester, W.J.N., Steiginga, S., & Ross, Cameron, A. (2017). A brief history of Scopus: The world’s largest abstract and citation database of scientific literature. In: Cantú-Ortiz, F.J. (ed.), Research Analytics: Boosting University Productivity and Competitiveness through Scientometrics. Auerbach Publications. DOI: https://doi.org/DOI: https://doi.org/10.1201/9781315155890.
Swabey, P. (2012). IBM, Cisco and the business of smart cities. Available at: https://www.information-age.com/ibm-cisco-and-the-business-of-smart-cities-26972/.
Szymańska, D. (2013). Geografia osadnictwa (Geography of settlement – in Polish). Wydawnictwo Naukowe PWN, Warszawa. Available at: http://repozytorium.umk.pl/handle/item/1025.
Szymańska, D. (2023). Inteligentne miasta (Smart Cities – in Polish). Wydawnictwo Naukowe PWN, Warszawa. DOI: https://doi.org/10.53271/2023.090.
Szymańska, D., & Korolko, M. (2015). Inteligentne miasta - idea, koncepcje i wdrożenia (Smart cities – ideas, concepts, and implementations – in Polish). Wydawnictwo Naukowe Uniwersytetu Mikołaja Kopernika, Toruń. Available at: http://repozytorium.umk.pl/handle/item/5550.
Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3): 207–222. DOI: https://doi.org/10.1111/1467-8551.00375.
van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2): 523–538. DOI: https://doi.org/10.1007/s11192-009-0146-3.
Van der Meer, A., & Van Winden, A. (2003). E-governance in cities: A comparison of urban information and communication technology policies. Regional Studies, 37(4): 407–419. DOI: https://doi.org/10.1080/0034340032000074433.
van Eck, N.J., & Waltman, L. (2023). VOSviewer Manual. Available at: https://www.vosviewer.com/documentation/Manual_VOSviewer_1.6.20.pdf.
Wamba, S.F., & Queiroz, M.M. (2019). A bibliometric analysis and research agenda on smart cities. IFIP Advances in Information and Communication Technology, 558: 325–335. DOI: https://doi.org/10.1007/978-3-030-20671-0_22.
Wang, J., Wang, M., & Song, Y. (2021). A study on smart city research activity using bibliometric and natural language processing methods. ACM International Conference Proceeding Series, 346–352. DOI: https://doi.org/10.1145/3512576.3512638.
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. DOI: https://doi.org/10.2478/emj-2019-0012; https://www.researchgate.net/publication/334968620_Smart_city_concept_in_the_light_of_the_literature_review.
Zhao, L., Tang, Z.Y., & Zou, X. (2019). Mapping the knowledge domain of smart-city research: A bibliometric and scientometric analysis. Sustainability (Switzerland), 11(23): 6648. DOI: https://doi.org/10.3390/su11236648.
Zheng, C., Yuan, J., Zhu, L., Zhang, Y., & Shao, Q. (2020). From digital to sustainable: A scientometric review of smart city literature between 1990 and 2019. Journal of Cleaner Production, 258: 120689. DOI: https://doi.org/10.1016/j.jclepro.2020.120689.
Zheng, C., Yuan, J., Zhu, L., Zhang, Y., & Shao, Q. (2020). From digital to sustainable: A scientometric review of smart city literature between 1990 and 2019. Journal of Cleaner Production, 258: 120689. DOI: https://doi.org/10.1016/j.jclepro.2020.120689.
Zhu, J., & Liu, W. (2020). A tale of two databases: The use of Web of Science and Scopus in academic papers. Scientometrics, 123(1): 321–335. DOI: https://doi.org/10.1007/s11192-020-03387-8.
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3): 429–472. DOI: https://doi.org/10.1177/1094428114562629.
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