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Silva-Martins J. V., & Gonzales-Taco P. W. (2020). Movilidad urbana en el contexto de las ciudades inteligentes: un análisis bibliométrico y de contenido. Procesos Urbanos, 7(2), e497. https://doi.org/10.21892/2422085X.497
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Este artículo pretende presentar cómo se han discutido las dimensiones de la movilidad urbana en el contexto de las ciudades inteligentes en artículos académicos. Para ello, se aplicó un estudio exploratorio de la literatura mediante un análisis bibliométrico para la verificación cuantitativa de los datos y de contenido para la evaluación cualitativa. A partir de un refinamiento, se encontraron 377 artículos entre 2012 y 2020. Los principales resultados apuntan a un aumento de publicaciones con el tema y muestran que la movilidad urbana retrata una nueva etapa, proporcionada por las innovaciones tecnológicas, que está se caracterizando como movilidad inteligente.
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Citas
Ahvenniemi, H., Huovila, A., Pinto-Seppa, I., & Airaksinen, M. (2017). What are the differences between sustainable and smart cities?. Cities, 60, 233-245. Doi: 10.1016/j.cities.2016.09.009
Albino, V., Barardi, U., & Dangelico, R.M. (2015). Smart Cities: Definitions, Dimensions, Performance, and Initiatives. Journal of Urban Technology, 22(1), 3-21. Doi: 10.1080/10630732.2014.942092
Bardin, L., (1977). Análise de conteúdo. Lisboa, Portugal: Presses Universitaires de France.
Bauer, M.W., & Gaskell, G., (2002). Pesquisa qualitativa com texto, imagem e som: um manual prático. Petrópolis, Brasil: Vozes.
Caragliu, A., Del Bo, C., & Nijcamp, P. (2011). Smart Cities in Europe. Journal of Urban Technology, 18(2), 65-82. Doi: 10.1080/10630732.2011.601117
Chun, B., Lee, S. (2015). Review on ITS in smart city. Advanced Science and Technology Letters, 98, 52–54. Doi: 10.14257/astl.2015.98.14
Department of Economic and Social Affairs of United Nations - DESA. (2019). World Population Prospects 2019: Highlights. Nova Iorque, Estados Unidos: United Nations.
Derudder, B., Liu, X.J., Hong, S., Ruan, S.H., Wang, Y.F., Witlox, F. (2019). The shifting position of the Journal of Transport Geography in ‘transport geography research’: A bibliometric analysis. Journal of Transport Geography, 81, n. 102538. Doi: 10.1016/j.jtrangeo.2019.102538
Djahel, S., Doolan, R., Muntean, G.-M., & Murphy, J. (2015). A Communications-Oriented Perspective on Traffic Management Systems for Smart Cities: Challenges and Innovative Approaches. IEEE Communications Surveys & Tutorials, 17(1), 125-151. Doi: 10.1109/COMST.2014.2339817
Ducruet, C., Panahu, R., Ng, A.K.Y., Jiang, C.M., & Afenyo, M. (2019). Between geography and transport: A scientometric analysis of port studies in Journal of Transport Geography. Journal of Transport Geography, 81, n. 102527. Doi: 10.1016/j.jtrangeo.2019.102527
Gao, C., Sun, M., Geng, Y., Wu, R., & Chen, W. (2016). A bibliometric analysis based review on wind power price. Applied Energy, 182, 602-612. Doi: 10.1016/j.apenergy.2016.08.144
Garau, C., Masala, F., & Pinna, F. (2016). Cagliari and smart urban mobility: Analysis and comparison. Cities, 56, 35-46. Doi: 10.1016/j.cities.2016.02.012
Giffinger, R., Fertner, C., Kramar, H., & Meijers, E. (2007). City-ranking of European medium-sized cities. Centre of Regional Science Vienna UT, 1-12.
Graham, G., Burns, L., Hennelly, P., & Meriton, R. (2019). Electric sports cars and their impact on the component sourcing process. Business Process Management Journal, 25(3), 438-455. Doi: 10.1108/BPMJ-11-2017-0335
Guevara, N.E.O., Diaz, C.O., Sguerra, M.D., Martinez, M.H., Agudelo, O.A., Suarez, J.A.R, Rodriguez, A.R.M., Acuna G.A.A., Garcia, A.C.L. (2019). Towards the design and implementation of a Smart City in Bogota, Colombia. Revista Facultad de Ingenieria-Universidad de Antioquia, 93, 41-56. Doi: 10.17533/udea.redin.20190407
Instituto Brasileiro de Geografia e Estatística – IBGE. (2018). Projeção da população do Brasil e das Unidades da Federação. Recuperado de http://www.ibge.gov.br
International Organization for Standardization – ISO (2019). ISO 37122:2019 - Sustainable cities and communities — Indicators for smart cities. Genebra, Suíça: ISO 2019.
International Organization for Standardization – ISO (2020). ISO 37156:2020 - Smart community infrastructures - Guidelines on data exchange and sharing for smart community infrastructures. Genebra, Suíça: ISO 2020.
ISO/IEC JTC 1 (2015). Smart cities: Preliminary Report 2014. Genebra, Suíça: ISO 2015.
Kummitha, R., & Crutzen, N. (2017). How do we understand smart cities? An evolutionary perspective. Cities, 67, 43-52. Doi: 10.1016/j.cities.2017.04.010
Letaifa, S.B. (2015). How to strategize smart cities: Revealing the SMART model. Journal of Business Research, 68(7), 1414-1419. Doi: 10.1016/j.jbusres.2015.01.024
Liu, W.J., Wang, J.S., Li, C., Chen, B.X., & Sun, Y.F. (2019). Using Bibliometric Analysis to Understand the Recent Progress in Agroecosystem Services Research. Ecological Economics, 156, 293-305. Doi: 10.1016/j.ecolecon.2018.09.001
Lopes, I., & Oliveira, P. (2017). Can a small city be considered a smart city?. Procedia Computer Science, 121, 617-624. Doi: 10.1016/j.procs.2017.11.081
Lyons, G. (2018). Getting smart about urban mobility – Aligning the paradigms of smart and sustainable. Transportation Research Part A: Policy and Practice, 115, 4-14. Doi: 10.1016/j.tra.2016.12.001
Mariano, A.M., & Rocha, M. (2017). Revisão da Literatura: Apresentação de uma Abordagem Integradora. XXVI Congreso Internacional de la Academia Europea de Dirección y Economía de la Empresa (AEDEM), 427-443.
Mehmood, R., Meriton, R., Graham, G., Hennelly, P., & Kumar, M. (2017). Exploring the Influence of Big Data on City Transport Operations: a Markovian Approach. International Journal of Operations & Production Management, 37(1), 75-104. Doi: 10.1108/IJOPM-03-2015-0179
Menouar, H., Guvenc, I., Akkaya, K., Uluagac, A.S., Kadri, A., Tuncer, A. (2017). UAV-enabled intelligent transportation systems for the smart city: Applications and challenges. IEEE Communications Magazine, 55(3), 22-28. Doi: 10.1109/MCOM.2017.1600238CM
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: 10.1080/10630732.2017.1285123
Most, F., Conejo, F.J., & Cunningham, L.F. (2018). Bridging past and present entrepreneurial marketing research: a co-citation and bibliographic coupling analysis. Journal of Research Marketing Entrepreneurship, 20(2), 229-251. Doi: 10.1108/JRME-11-2017-0049
Neirotti, P., De Marco, A., Cagliano, A.C., Mangano, G., & Scorrano, F. (2014). Current trends in Smart City initiatives: Some stylised facts. Cities, 38, 25-36. Doi: 10.1016/j.cities.2013.12.010
Ning, Z., Xia, F., Ullah, N., Kong, X., & Hu, X. (2017). Vehicular social networks: Enabling smart mobility. IEEE Communications Magazine, 55(5), 16-55. Doi: 10.1109/MCOM.2017.1600263
Nowicka, K. (2014). Smart City Logistics on Cloud Computing Model. Procedia - Social and Behavioral Sciences, 151, 266-281. Doi: 10.1016/j.sbspro.2014.10.025.
Papa, E., & Lauwers, D. (2015). Smart mobility: Opportunity or threat to innovate places and cities? 20th International Conference on Urban Planning and Regional Development in the Information Society - REAL CORP 2015, 543–550.
Pereira, G.R.B., Guimarães, L.G., Junior, L.A., Neto, A.R., & Mendonça, C.M. (2019). Análise bibliométrica em publicações relacionadas a logística e mobilidade urbana no contexto de smart city. Revista Tecnologia e Sociedade, 15(36), 58-76. Doi: 10.3895/rts.v15n36.8148
Prashar, A., & Sunder, M.V. (2020). A bibliometric and content analysis of sustainable development in small and medium-sized enterprises. Journal of Cleaner Production, 245, 118665. Doi: 10.1016/j.jclepro.2019.118665
Romano, A.B., Taco, P.W.G., Mariano, A..M, & Feitosa, Z.O. (2018). Revisão bibliométrica dos fatores que influenciam o uso de bicicleta fazendo uso da teoria do enfoque meta analítico consolidado (TEMAC). 32 Congresso de Pesquisa e Ensino em Transporte da ANPET, 2726-2737.
Waltman, L., van Eck, N.J., & Noyons, E.C.M. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629-635. Doi: 10.1016/j.joi.2010.07.002
Wu, L., Wnag, W., Jing, P., Chen, Y., Zhan, F., Shi, Y., Li, T. (2020). Travel mode choice and their impacts on environment – a literature review based on bibliometric and content analysis, 2000-2018. Journal of Cleaner Production, 249, n. 119391. Doi: 10.1016/j.jclepro.2019.119391
Yigitcanlar, T., Fabian, L., & Coiacetto, E. (2008). Challenges to urban transport sustainability and smart transport in a tourist city: The gold Coast, Australia. The Open Transportation Journal, 2, 29–46. Doi: 10.2174/1874447800802010029
Zacepins, A., Kviesis, A., Komasilovs, V., & Bumanis, N. (2019). Model for Economic Comparison of Different Transportation Means in the Smart City. Baltic Journal of Modern Computing, 7(3), 354-363. Doi: 10.22364/bjmc.2019.7.3.03
Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of Things for Smart Cities. IEEE Internet of Things Journal, 1(1), 22-32. Doi: 10.1109/JIOT.2014.2306328
Zhao, D.Z., & Strotmann, A. (2011). Counting first, last, or all authors in citation analysis: a comprehensive comparison in the highly collaborative stem cell research field. Journal of The American Society for Information Science and Technology, 62(4), 654-676. Doi: 10.1002/asi.21495
Zhong, S.Z., Geng, Y., Liu, W.J., maGao, C.X., & Chen, W. (2016). A bibliometric review on natural resource accounting during 1995-2014. Journal of Cleaner Production, 139, 122-132. Doi: 10.1016/j.jclepro.2016.08.039
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. Doi: 10.1177/1094428114562629
Albino, V., Barardi, U., & Dangelico, R.M. (2015). Smart Cities: Definitions, Dimensions, Performance, and Initiatives. Journal of Urban Technology, 22(1), 3-21. Doi: 10.1080/10630732.2014.942092
Bardin, L., (1977). Análise de conteúdo. Lisboa, Portugal: Presses Universitaires de France.
Bauer, M.W., & Gaskell, G., (2002). Pesquisa qualitativa com texto, imagem e som: um manual prático. Petrópolis, Brasil: Vozes.
Caragliu, A., Del Bo, C., & Nijcamp, P. (2011). Smart Cities in Europe. Journal of Urban Technology, 18(2), 65-82. Doi: 10.1080/10630732.2011.601117
Chun, B., Lee, S. (2015). Review on ITS in smart city. Advanced Science and Technology Letters, 98, 52–54. Doi: 10.14257/astl.2015.98.14
Department of Economic and Social Affairs of United Nations - DESA. (2019). World Population Prospects 2019: Highlights. Nova Iorque, Estados Unidos: United Nations.
Derudder, B., Liu, X.J., Hong, S., Ruan, S.H., Wang, Y.F., Witlox, F. (2019). The shifting position of the Journal of Transport Geography in ‘transport geography research’: A bibliometric analysis. Journal of Transport Geography, 81, n. 102538. Doi: 10.1016/j.jtrangeo.2019.102538
Djahel, S., Doolan, R., Muntean, G.-M., & Murphy, J. (2015). A Communications-Oriented Perspective on Traffic Management Systems for Smart Cities: Challenges and Innovative Approaches. IEEE Communications Surveys & Tutorials, 17(1), 125-151. Doi: 10.1109/COMST.2014.2339817
Ducruet, C., Panahu, R., Ng, A.K.Y., Jiang, C.M., & Afenyo, M. (2019). Between geography and transport: A scientometric analysis of port studies in Journal of Transport Geography. Journal of Transport Geography, 81, n. 102527. Doi: 10.1016/j.jtrangeo.2019.102527
Gao, C., Sun, M., Geng, Y., Wu, R., & Chen, W. (2016). A bibliometric analysis based review on wind power price. Applied Energy, 182, 602-612. Doi: 10.1016/j.apenergy.2016.08.144
Garau, C., Masala, F., & Pinna, F. (2016). Cagliari and smart urban mobility: Analysis and comparison. Cities, 56, 35-46. Doi: 10.1016/j.cities.2016.02.012
Giffinger, R., Fertner, C., Kramar, H., & Meijers, E. (2007). City-ranking of European medium-sized cities. Centre of Regional Science Vienna UT, 1-12.
Graham, G., Burns, L., Hennelly, P., & Meriton, R. (2019). Electric sports cars and their impact on the component sourcing process. Business Process Management Journal, 25(3), 438-455. Doi: 10.1108/BPMJ-11-2017-0335
Guevara, N.E.O., Diaz, C.O., Sguerra, M.D., Martinez, M.H., Agudelo, O.A., Suarez, J.A.R, Rodriguez, A.R.M., Acuna G.A.A., Garcia, A.C.L. (2019). Towards the design and implementation of a Smart City in Bogota, Colombia. Revista Facultad de Ingenieria-Universidad de Antioquia, 93, 41-56. Doi: 10.17533/udea.redin.20190407
Instituto Brasileiro de Geografia e Estatística – IBGE. (2018). Projeção da população do Brasil e das Unidades da Federação. Recuperado de http://www.ibge.gov.br
International Organization for Standardization – ISO (2019). ISO 37122:2019 - Sustainable cities and communities — Indicators for smart cities. Genebra, Suíça: ISO 2019.
International Organization for Standardization – ISO (2020). ISO 37156:2020 - Smart community infrastructures - Guidelines on data exchange and sharing for smart community infrastructures. Genebra, Suíça: ISO 2020.
ISO/IEC JTC 1 (2015). Smart cities: Preliminary Report 2014. Genebra, Suíça: ISO 2015.
Kummitha, R., & Crutzen, N. (2017). How do we understand smart cities? An evolutionary perspective. Cities, 67, 43-52. Doi: 10.1016/j.cities.2017.04.010
Letaifa, S.B. (2015). How to strategize smart cities: Revealing the SMART model. Journal of Business Research, 68(7), 1414-1419. Doi: 10.1016/j.jbusres.2015.01.024
Liu, W.J., Wang, J.S., Li, C., Chen, B.X., & Sun, Y.F. (2019). Using Bibliometric Analysis to Understand the Recent Progress in Agroecosystem Services Research. Ecological Economics, 156, 293-305. Doi: 10.1016/j.ecolecon.2018.09.001
Lopes, I., & Oliveira, P. (2017). Can a small city be considered a smart city?. Procedia Computer Science, 121, 617-624. Doi: 10.1016/j.procs.2017.11.081
Lyons, G. (2018). Getting smart about urban mobility – Aligning the paradigms of smart and sustainable. Transportation Research Part A: Policy and Practice, 115, 4-14. Doi: 10.1016/j.tra.2016.12.001
Mariano, A.M., & Rocha, M. (2017). Revisão da Literatura: Apresentação de uma Abordagem Integradora. XXVI Congreso Internacional de la Academia Europea de Dirección y Economía de la Empresa (AEDEM), 427-443.
Mehmood, R., Meriton, R., Graham, G., Hennelly, P., & Kumar, M. (2017). Exploring the Influence of Big Data on City Transport Operations: a Markovian Approach. International Journal of Operations & Production Management, 37(1), 75-104. Doi: 10.1108/IJOPM-03-2015-0179
Menouar, H., Guvenc, I., Akkaya, K., Uluagac, A.S., Kadri, A., Tuncer, A. (2017). UAV-enabled intelligent transportation systems for the smart city: Applications and challenges. IEEE Communications Magazine, 55(3), 22-28. Doi: 10.1109/MCOM.2017.1600238CM
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: 10.1080/10630732.2017.1285123
Most, F., Conejo, F.J., & Cunningham, L.F. (2018). Bridging past and present entrepreneurial marketing research: a co-citation and bibliographic coupling analysis. Journal of Research Marketing Entrepreneurship, 20(2), 229-251. Doi: 10.1108/JRME-11-2017-0049
Neirotti, P., De Marco, A., Cagliano, A.C., Mangano, G., & Scorrano, F. (2014). Current trends in Smart City initiatives: Some stylised facts. Cities, 38, 25-36. Doi: 10.1016/j.cities.2013.12.010
Ning, Z., Xia, F., Ullah, N., Kong, X., & Hu, X. (2017). Vehicular social networks: Enabling smart mobility. IEEE Communications Magazine, 55(5), 16-55. Doi: 10.1109/MCOM.2017.1600263
Nowicka, K. (2014). Smart City Logistics on Cloud Computing Model. Procedia - Social and Behavioral Sciences, 151, 266-281. Doi: 10.1016/j.sbspro.2014.10.025.
Papa, E., & Lauwers, D. (2015). Smart mobility: Opportunity or threat to innovate places and cities? 20th International Conference on Urban Planning and Regional Development in the Information Society - REAL CORP 2015, 543–550.
Pereira, G.R.B., Guimarães, L.G., Junior, L.A., Neto, A.R., & Mendonça, C.M. (2019). Análise bibliométrica em publicações relacionadas a logística e mobilidade urbana no contexto de smart city. Revista Tecnologia e Sociedade, 15(36), 58-76. Doi: 10.3895/rts.v15n36.8148
Prashar, A., & Sunder, M.V. (2020). A bibliometric and content analysis of sustainable development in small and medium-sized enterprises. Journal of Cleaner Production, 245, 118665. Doi: 10.1016/j.jclepro.2019.118665
Romano, A.B., Taco, P.W.G., Mariano, A..M, & Feitosa, Z.O. (2018). Revisão bibliométrica dos fatores que influenciam o uso de bicicleta fazendo uso da teoria do enfoque meta analítico consolidado (TEMAC). 32 Congresso de Pesquisa e Ensino em Transporte da ANPET, 2726-2737.
Waltman, L., van Eck, N.J., & Noyons, E.C.M. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629-635. Doi: 10.1016/j.joi.2010.07.002
Wu, L., Wnag, W., Jing, P., Chen, Y., Zhan, F., Shi, Y., Li, T. (2020). Travel mode choice and their impacts on environment – a literature review based on bibliometric and content analysis, 2000-2018. Journal of Cleaner Production, 249, n. 119391. Doi: 10.1016/j.jclepro.2019.119391
Yigitcanlar, T., Fabian, L., & Coiacetto, E. (2008). Challenges to urban transport sustainability and smart transport in a tourist city: The gold Coast, Australia. The Open Transportation Journal, 2, 29–46. Doi: 10.2174/1874447800802010029
Zacepins, A., Kviesis, A., Komasilovs, V., & Bumanis, N. (2019). Model for Economic Comparison of Different Transportation Means in the Smart City. Baltic Journal of Modern Computing, 7(3), 354-363. Doi: 10.22364/bjmc.2019.7.3.03
Zanella, A., Bui, N., Castellani, A., Vangelista, L., & Zorzi, M. (2014). Internet of Things for Smart Cities. IEEE Internet of Things Journal, 1(1), 22-32. Doi: 10.1109/JIOT.2014.2306328
Zhao, D.Z., & Strotmann, A. (2011). Counting first, last, or all authors in citation analysis: a comprehensive comparison in the highly collaborative stem cell research field. Journal of The American Society for Information Science and Technology, 62(4), 654-676. Doi: 10.1002/asi.21495
Zhong, S.Z., Geng, Y., Liu, W.J., maGao, C.X., & Chen, W. (2016). A bibliometric review on natural resource accounting during 1995-2014. Journal of Cleaner Production, 139, 122-132. Doi: 10.1016/j.jclepro.2016.08.039
Zupic, I., & Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. Doi: 10.1177/1094428114562629
