IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i19p7860-d417935.html
   My bibliography  Save this article

Artificial Intelligence in the Urban Environment: Smart Cities as Models for Developing Innovation and Sustainability

Author

Listed:
  • Anabel Ortega-Fernández

    (Department of Business and Management, Facultad de Ciencias Economicas y Empresariales, Universidad de Granada, Campus de Cartuja s/n, 18071 Granada, Spain)

  • Rodrigo Martín-Rojas

    (Department of Business and Management, Facultad de Ciencias Economicas y Empresariales, Universidad de Granada, Campus de Cartuja s/n, 18071 Granada, Spain)

  • Víctor Jesús García-Morales

    (Department of Business and Management, Facultad de Ciencias Economicas y Empresariales, Universidad de Granada, Campus de Cartuja s/n, 18071 Granada, Spain)

Abstract

Climate change, overpopulation and the squandering of resources currently pose problems of such magnitude that they require a change in the trend to mitigate their effects. It is essential to make society aware of the facts and to educate the population about the advantages that new technologies can provide for efficient urban development. We therefore ask whether an ordinary medium-sized city can become a Smart City. In order to assess this possibility, our study analyzes different models of Smart Cities implemented in Spain (e.g., Madrid, Barcelona, Valencia, Malaga and Santander), contrasting them with the specific case of one city that is not yet a Smart City (Granada) in order to discuss which strategic technological actions to implement in different topical areas of action: the economy, sustainability, mobility, government, population, and quality of life. The study uses Cohen’s wheel to give researchers in the field a series of indicators and factors that can be used to analyze public data with statistical methods in order to obtain clear positive scores for Madrid and Barcelona. The analysis shows Granada’s deficiencies in the scores for digital government, accessibility, the efficiency of public transport, and mobility, among others. Finally, the data obtained demonstrate the need to implement an integrated dashboard with different proposals in the strategic areas analyzed in order to achieve the transformation of conventional cities into Smart Cities.

Suggested Citation

  • Anabel Ortega-Fernández & Rodrigo Martín-Rojas & Víctor Jesús García-Morales, 2020. "Artificial Intelligence in the Urban Environment: Smart Cities as Models for Developing Innovation and Sustainability," Sustainability, MDPI, vol. 12(19), pages 1-26, September.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:19:p:7860-:d:417935
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/19/7860/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/12/19/7860/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Zahra, Shaker A., 1993. "Environment, corporate entrepreneurship, and financial performance: A taxonomic approach," Journal of Business Venturing, Elsevier, vol. 8(4), pages 319-340, July.
    2. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    3. Roundy, Philip T. & Brockman, Beverly K. & Bradshaw, Mike, 2017. "The resilience of entrepreneurial ecosystems," Journal of Business Venturing Insights, Elsevier, vol. 8(C), pages 99-104.
    4. Corral de Zubielqui Graciela & Jones Janice & Statsenko Larissa, 2016. "Managing Innovation Networks for Knowledge Mobility and Appropriability: A Complexity Perspective," Entrepreneurship Research Journal, De Gruyter, vol. 6(1), pages 75-109, January.
    5. Kwok Tai Chui & Miltiadis D. Lytras & Anna Visvizi, 2018. "Energy Sustainability in Smart Cities: Artificial Intelligence, Smart Monitoring, and Optimization of Energy Consumption," Energies, MDPI, vol. 11(11), pages 1-20, October.
    6. Thomas Elmqvist & Erik Andersson & Niki Frantzeskaki & Timon McPhearson & Per Olsson & Owen Gaffney & Kazuhiko Takeuchi & Carl Folke, 2019. "Sustainability and resilience for transformation in the urban century," Nature Sustainability, Nature, vol. 2(4), pages 267-273, April.
    7. Idiano D’Adamo & Pasquale Marcello Falcone & Michael Martin & Paolo Rosa, 2020. "A Sustainable Revolution: Let’s Go Sustainable to Get Our Globe Cleaner," Sustainability, MDPI, vol. 12(11), pages 1-5, May.
    8. Renata Paola Dameri, 2017. "Smart City Implementation," Progress in IS, Springer, number 978-3-319-45766-6, March.
    9. Bullough, Amanda & Renko, Maija, 2013. "Entrepreneurial resilience during challenging times," Business Horizons, Elsevier, vol. 56(3), pages 343-350.
    10. Knight, Gary A., 1997. "Cross-cultural reliability and validity of a scale to measure firm entrepreneurial orientation," Journal of Business Venturing, Elsevier, vol. 12(3), pages 213-225, May.
    11. Idiano D’Adamo & Paolo Rosa, 2020. "How Do You See Infrastructure? Green Energy to Provide Economic Growth after COVID-19," Sustainability, MDPI, vol. 12(11), pages 1-3, June.
    12. Osiyevskyy, Oleksiy & Shirokova, Galina & Ritala, Paavo, 2020. "Exploration and exploitation in crisis environment: Implications for level and variability of firm performance," Journal of Business Research, Elsevier, vol. 114(C), pages 227-239.
    13. Annalisa Cocchia, 2014. "Smart and Digital City: A Systematic Literature Review," Progress in IS, in: Renata Paola Dameri & Camille Rosenthal-Sabroux (ed.), Smart City, edition 127, pages 13-43, Springer.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Martín-Rojas, Rodrigo & Garrido-Moreno, Aurora & García-Morales, Víctor J., 2023. "Social media use, corporate entrepreneurship and organizational resilience: A recipe for SMEs success in a post-Covid scenario," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    2. Esthela Galván-Vela & Eduardo Arango Herrera & Deisy Milena Sorzano Rodríguez & Rafael Ravina-Ripoll, 2021. "State-of-the-Art Analysis of Intrapreneurship: A Review of the Theoretical Construct and Its Bibliometrics," JRFM, MDPI, vol. 14(4), pages 1-16, April.
    3. Yunis, Manal & Tarhini, Abbas & Kassar, Abdulnasser, 2018. "The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship," Journal of Business Research, Elsevier, vol. 88(C), pages 344-356.
    4. Encarnacion García-Sánchez & Víctor Jesús García-Morales & Rodrigo Martín-Rojas, 2018. "Analysis of the influence of the environment, stakeholder integration capability, absorptive capacity, and technological skills on organizational performance through corporate entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 14(2), pages 345-377, June.
    5. Zahra, Shaker A. & Garvis, Dennis M., 2000. "International corporate entrepreneurship and firm performance: The moderating effect of international environmental hostility," Journal of Business Venturing, Elsevier, vol. 15(5-6), pages 469-492.
    6. Sungjo Hong & Seok-Hwan Choi, 2021. "The Urban Characteristics of High Economic Resilient Neighborhoods during the COVID-19 Pandemic: A Case of Suwon, South Korea," Sustainability, MDPI, vol. 13(9), pages 1-39, April.
    7. Antonio Miceli & Birgit Hagen & Maria Pia Riccardi & Francesco Sotti & Davide Settembre-Blundo, 2021. "Thriving, Not Just Surviving in Changing Times: How Sustainability, Agility and Digitalization Intertwine with Organizational Resilience," Sustainability, MDPI, vol. 13(4), pages 1-17, February.
    8. Mattia Ferrari, 2020. "Reflexive Governance for Infrastructure Resilience and Sustainability," Sustainability, MDPI, vol. 12(23), pages 1-8, December.
    9. Benito Umaña-Hermosilla & Hanns de la Fuente-Mella & Claudio Elórtegui-Gómez & Marisela Fonseca-Fuentes, 2020. "Multinomial Logistic Regression to Estimate and Predict the Perceptions of Individuals and Companies in the Face of the COVID-19 Pandemic in the Ñuble Region, Chile," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
    10. Rodrigo Martín-Rojas & Virginia Fernández-Pérez & Encarnación García-Sánchez, 0. "Encouraging organizational performance through the influence of technological distinctive competencies on components of corporate entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 0, pages 1-30.
    11. Martín-Rojas, Rodrigo & García-Morales, Victor J. & Garrido-Moreno, Aurora & Salmador-Sánchez, Maria Paz, 2021. "Social Media Use and the Challenge of Complexity: Evidence from the Technology Sector," Journal of Business Research, Elsevier, vol. 129(C), pages 621-640.
    12. Martin-Rojas, Rodrigo & Garcia-Morales, Victor J. & Gonzalez-Alvarez, Nuria, 2019. "Technological antecedents of entrepreneurship and its consequences for organizational performance," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 22-35.
    13. Idiano D’Adamo & Gianluca Lupi, 2021. "Sustainability and Resilience after COVID-19: A Circular Premium in the Fashion Industry," Sustainability, MDPI, vol. 13(4), pages 1-5, February.
    14. Martín-Rojas, Rodrigo & Garrido-Moreno, Aurora & García-Morales, Víctor J., 2020. "Fostering Corporate Entrepreneurship with the use of social media tools," Journal of Business Research, Elsevier, vol. 112(C), pages 396-412.
    15. Jeehan Awad & Rodrigo Martín‐Rojas, 2024. "Enhancing social responsibility and resilience through entrepreneurship and digital environment," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1688-1704, May.
    16. Khurana, Indu & Dutta, Dev K. & Singh Ghura, Amarpreet, 2022. "SMEs and digital transformation during a crisis: The emergence of resilience as a second-order dynamic capability in an entrepreneurial ecosystem," Journal of Business Research, Elsevier, vol. 150(C), pages 623-641.
    17. Rodrigo Martín-Rojas & Virginia Fernández-Pérez & Encarnación García-Sánchez, 2017. "Encouraging organizational performance through the influence of technological distinctive competencies on components of corporate entrepreneurship," International Entrepreneurship and Management Journal, Springer, vol. 13(2), pages 397-426, June.
    18. Hussin J. Hejase & Bassam Hamdar & Ziad Haddad & Mariam Chaaya & Ale J. Hejase & Nouri Beyrouti, 2015. "Corporate Entrepreneurship in Lebanon: An Exploratory Research," Quarterly Journal of Business Studies, Research Academy of Social Sciences, vol. 1(3), pages 94-118.
    19. Dominik M. Wielgos & Christian Homburg & Christina Kuehnl, 2021. "Digital business capability: its impact on firm and customer performance," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 762-789, July.
    20. Stefano D’Angelo & Angelo Cavallo & Antonio Ghezzi & Francesco Di Lorenzo, 2024. "Understanding corporate entrepreneurship in the digital age: a review and research agenda," Review of Managerial Science, Springer, vol. 18(12), pages 3719-3774, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:12:y:2020:i:19:p:7860-:d:417935. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.