IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v196y2023ics0040162523004663.html
   My bibliography  Save this article

Identifying patterns in smart initiatives' planning in smart cities. An empirical analysis in Spanish smart cities

Author

Listed:
  • Rodríguez Bolívar, Manuel Pedro
  • Alcaide Muñoz, Laura
  • Alcaide Muñoz, Cristina

Abstract

The smart city (SCs) movement has emerged to face urban challenges. Nonetheless, the complexity and dynamic nature of cities makes them context-dependent in their strategic planning processes concerning smart initiatives, which can lead to different solutions and outcomes of cities' development. With the growing number of smart initiatives implemented in SCs, it becomes important both to consider how such initiatives are planned and organised, and to address the complexity and context-dependent dynamic in which such initiatives are implemented. Therefore, this study is a comprehensive analysis of number of initiatives in 12 Spanish SCs (1635 smart initiatives) to identify the relations between key characteristics of the cities (cities and citizens' profiles) and the planning of SC strategies. Findings suggest that formal strategic planning is mainly performed in SCs with higher qualification of inhabitants, mature-aged population, and top-down strategic planning approach.

Suggested Citation

  • Rodríguez Bolívar, Manuel Pedro & Alcaide Muñoz, Laura & Alcaide Muñoz, Cristina, 2023. "Identifying patterns in smart initiatives' planning in smart cities. An empirical analysis in Spanish smart cities," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  • Handle: RePEc:eee:tefoso:v:196:y:2023:i:c:s0040162523004663
    DOI: 10.1016/j.techfore.2023.122781
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162523004663
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.122781?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Simplice A. Asongu, 2020. "Financial Access and Productivity Dynamics in Sub-Saharan Africa," International Journal of Public Administration, Taylor & Francis Journals, vol. 43(12), pages 1029-1041, September.
    2. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    3. Seung-Yoon Shin & Dongwook Kim & Soon Ae Chun, 2021. "Digital Divide in Advanced Smart City Innovations," Sustainability, MDPI, vol. 13(7), pages 1-22, April.
    4. Carmine Bianchi & Salvatore Tomaselli, 2015. "A dynamic performance management approach to support local strategic planning," International Review of Public Administration, Taylor & Francis Journals, vol. 20(4), pages 370-385, October.
    5. Simplice A. Asongu, 2020. "Technology, Education, Life and Non-life Insurance in Africa," International Journal of Public Administration, Taylor & Francis Journals, vol. 43(11), pages 915-925, August.
    6. Amjad Hadjikhani & Emilene Leite & Cecilia Pahlberg, 2019. "Business and Socio-Political Interaction in International Service Projects: The Case of Brazil," Management International Review, Springer, vol. 59(1), pages 171-200, February.
    7. Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    8. Francesco Schiavone & Francesco Paolo Appio & Luca Mora & Marcello Risitano, 2020. "The strategic, organizational, and entrepreneurial evolution of smart cities," International Entrepreneurship and Management Journal, Springer, vol. 16(4), pages 1155-1165, December.
    9. Cliff Bowman & Véronique Ambrosini, 1997. "Perceptions of Strategic Priorities, Consensus and Firm Performance," Journal of Management Studies, Wiley Blackwell, vol. 34(2), pages 241-258, March.
    10. abid, Nabila & Ceci, Federica & Razzaq, Asif, 2023. "Inclusivity of information and communication technology in ecological governance for sustainable resources management in G10 countries," Resources Policy, Elsevier, vol. 81(C).
    11. Ralf-Martin Soe, 2018. "Smart Cities: From Silos to Cross-Border Approach," International Journal of E-Planning Research (IJEPR), IGI Global, vol. 7(2), pages 70-88, April.
    12. Federico Caprotti & Robert Cowley & Ayona Datta & Vanesa Castán Broto & Eleanor Gao & Lucien Georgeson & Clare Herrick & Nancy Odendaal & Simon Joss, 2017. "The New Urban Agenda: key opportunities and challenges for policy and practice," Urban Research & Practice, Taylor & Francis Journals, vol. 10(3), pages 367-378, July.
    13. Andrea Caragliu & Chiara F. Del Bo, 2022. "Smart cities and urban inequality," Regional Studies, Taylor & Francis Journals, vol. 56(7), pages 1097-1112, July.
    14. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    15. Marcos Lima, 2020. "Smarter organizations: insights from a smart city hybrid framework," International Entrepreneurship and Management Journal, Springer, vol. 16(4), pages 1281-1300, December.
    16. Mora, Luca & Deakin, Mark & Reid, Alasdair, 2019. "Strategic principles for smart city development: A multiple case study analysis of European best practices," Technological Forecasting and Social Change, Elsevier, vol. 142(C), pages 70-97.
    17. Luca Mora & Mark Deakin & Xiaoling Zhang & Michael Batty & Martin de Jong & Paolo Santi & Francesco Paolo Appio, 2021. "Assembling Sustainable Smart City Transitions: An Interdisciplinary Theoretical Perspective," Journal of Urban Technology, Taylor & Francis Journals, vol. 28(1-2), pages 1-27, April.
    18. Fabio Bento & Marco Tagliabue & Flora Lorenzo, 2020. "Organizational Silos: A Scoping Review Informed by a Behavioral Perspective on Systems and Networks," Societies, MDPI, vol. 10(3), pages 1-27, July.
    19. N. Komninos & C. Kakderi & A. Panori & P. Tsarchopoulos, 2019. "Smart City Planning from an Evolutionary Perspective," Journal of Urban Technology, Taylor & Francis Journals, vol. 26(2), pages 3-20, April.
    20. André de Waal & Michael Weaver & Tammy Day & Beatrice van der Heijden, 2019. "Silo-Busting: Overcoming the Greatest Threat to Organizational Performance," Sustainability, MDPI, vol. 11(23), pages 1-21, December.
    21. Miguel Manjon & Zineb Aouni & Nathalie Crutzen, 2022. "Green and digital entrepreneurship in smart cities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(2), pages 429-462, April.
    22. Glenn Hoetker, 2007. "The use of logit and probit models in strategic management research: Critical issues," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 331-343, April.
    23. Ivan Serrano & Laura Calvet-Mir & Ramon Ribera-Fumaz & Isabel Díaz & Hug March, 2020. "A Social Network Analysis of the Spanish Network of Smart Cities," Sustainability, MDPI, vol. 12(12), pages 1-13, June.
    24. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    25. Alejandro Saez-Martin & Carmen Caba-Perez & Antonio Lopez-Hernandez, 2017. "Freedom of information in local government: rhetoric or reality?," Local Government Studies, Taylor & Francis Journals, vol. 43(2), pages 245-273, March.
    26. Margarita Angelidou, 2017. "The Role of Smart City Characteristics in the Plans of Fifteen Cities," Journal of Urban Technology, Taylor & Francis Journals, vol. 24(4), pages 3-28, October.
    27. Ahmad, Syed Zamberi & Khalid, Khalizani, 2017. "The adoption of M-government services from the user’s perspectives: Empirical evidence from the United Arab Emirates," International Journal of Information Management, Elsevier, vol. 37(5), pages 367-379.
    28. Luis F. Luque-Vega & Miriam A. Carlos-Mancilla & Verónica G. Payán-Quiñónez & Emmanuel Lopez-Neri, 2020. "Smart Cities Oriented Project Planning and Evaluation Methodology Driven by Citizen Perception—IoT Smart Mobility Case," Sustainability, MDPI, vol. 12(17), pages 1-18, August.
    29. Iyad Dhaoui, 2022. "E-Government for Sustainable Development: Evidence from MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2070-2099, September.
    30. Gabriel Leite Mota, 2022. "Unsatisfying ordinalism: The breach through which happiness (re)entered economics," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(3), pages 513-528, June.
    31. Wanda J. Orlikowski, 2000. "Using Technology and Constituting Structures: A Practice Lens for Studying Technology in Organizations," Organization Science, INFORMS, vol. 11(4), pages 404-428, August.
    32. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    33. Timms, Paul, 2011. "Urban transport policy transfer: "bottom-up" and "top-down" perspectives," Transport Policy, Elsevier, vol. 18(3), pages 513-521, May.
    34. Richter, Maximilian A. & Hagenmaier, Markus & Bandte, Oliver & Parida, Vinit & Wincent, Joakim, 2022. "Smart cities, urban mobility and autonomous vehicles: How different cities needs different sustainable investment strategies," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    35. Grimaldi, Didier & Fernandez, Vicenc, 2017. "The alignment of University curricula with the building of a Smart City: A case study from Barcelona," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 298-306.
    36. Katharina Lange & Jörg Knieling, 2020. "EU Smart City Lighthouse Projects between Top-Down Strategies and Local Legitimation: The Case of Hamburg," Urban Planning, Cogitatio Press, vol. 5(1), pages 107-115.
    37. Tooran Alizadeh, 2017. "Urban Digital Strategies: Planning in the Face of Information Technology?," Journal of Urban Technology, Taylor & Francis Journals, vol. 24(2), pages 35-49, April.
    38. John V. Winters, 2011. "Why Are Smart Cities Growing? Who Moves And Who Stays," Journal of Regional Science, Wiley Blackwell, vol. 51(2), pages 253-270, May.
    39. Wanda J. Orlikowski, 1992. "The Duality of Technology: Rethinking the Concept of Technology in Organizations," Organization Science, INFORMS, vol. 3(3), pages 398-427, August.
    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. Sakariyahu, Rilwan & Lawal, Rodiat & Etudaiye-Muhtar, Oyebola Fatima & Ajide, Folorunsho Monsuru, 2023. "Reflections on COP27: How do technological innovations and economic freedom affect environmental quality in Africa?," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    2. Akinwumi Sharimakin & Rasheed O. Alao & Oluseyi Omosuyi, 2024. "Foreign remittances, deprivation and patriotism," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 753-780, February.
    3. Simplice A. Asongu & Nicholas M. Odhiambo, 2023. "Foreign Direct Investment, Information Technology, And Total Factor Productivity Dynamics In Sub‐Saharan Africa," World Affairs, John Wiley & Sons, vol. 186(2), pages 469-506, June.
    4. Anzola-Román, Paula & Bayona-Sáez, Cristina & García-Marco, Teresa, 2018. "Organizational innovation, internal R&D and externally sourced innovation practices: Effects on technological innovation outcomes," Journal of Business Research, Elsevier, vol. 91(C), pages 233-247.
    5. Clement, Jessica & Ruysschaert, Benoit & Crutzen, Nathalie, 2023. "Smart city strategies – A driver for the localization of the sustainable development goals?," Ecological Economics, Elsevier, vol. 213(C).
    6. Mora, Luca & Gerli, Paolo & Ardito, Lorenzo & Messeni Petruzzelli, Antonio, 2023. "Smart city governance from an innovation management perspective: Theoretical framing, review of current practices, and future research agenda," Technovation, Elsevier, vol. 123(C).
    7. Simplice Asongu & Nicholas M. Odhiambo, 2020. "Financial access, governance and insurance sector development in sub-Saharan Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 47(4), pages 849-875, February.
    8. Simplice A. Asongu & Nicholas M. Odhiambo, 2019. "Governance, capital flight and industrialisation in Africa," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-22, December.
    9. Carolin Bock & Maximilian Schmidt, 2015. "Should I stay, or should I go? – How fund dynamics influence venture capital exit decisions," Review of Financial Economics, John Wiley & Sons, vol. 27(1), pages 68-82, November.
    10. Uchenna Efobi & Simplice Asongu & Ibukun Beecroft, 2018. "Aid, Terrorism, and Foreign Direct Investment: Empirical Insight Conditioned on Corruption Control," International Economic Journal, Taylor & Francis Journals, vol. 32(4), pages 610-630, October.
    11. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    12. Abdulqadir, Idris A. & Asongu, Simplice A., 2022. "The asymmetric effect of internet access on economic growth in sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 44-61.
    13. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2021. "The Openness Hypothesis in the Context of Economic Development in Sub-Saharan Africa: The Moderating Role of Trade Dynamics on FDI," The International Trade Journal, Taylor & Francis Journals, vol. 35(4), pages 336-359, July.
    14. Simplice A. Asongu & Jean R. F. K. Bouanza & Armand F. Akpa, 2024. "Governance and Structural Transformation in Africa: Thresholds of Lifelong Gender Inclusive Education," Working Papers of The Association for Promoting Women in Research and Development in Africa (ASPROWORDA). 24/010, The Association for Promoting Women in Research and Development in Africa (ASPROWORDA).
    15. Sezard Timbi & Mohammadou Nourou & Zedou Abdala, 2024. "Governance Mediates the Effect of Remittances on Financial Inclusion in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2874-2894, March.
    16. Simplice A. Asongu & Nicholas M. Odhiambo, 2023. "Microfinance institutions and female entrepreneurship in Sub-Saharan Africa: avoidable female unemployment thresholds," Working Papers of the African Governance and Development Institute. 23/018, African Governance and Development Institute..
    17. Simplice A. Asongu & Nicholas M. Odhiambo, 2021. "Income Levels, Governance and Inclusive Human Development in Sub-Saharan Africa," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(1), pages 71-103, February.
    18. Simplice A. Asongu, 2021. "The Effects of Mobile Phone Technology, Knowledge Creation and Diffusion on Inclusive Human Development in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1367-1398, September.
    19. Asongu, Simplice, 2019. "Natural Resource Exports, Foreign Aid and Terrorism," International Journal of Development and Conflict, Gokhale Institute of Politics and Economics, vol. 9(1), pages 74-94.
    20. Bai, Xiaoou & Tsang, Eric W.K. & Xia, Wei, 2020. "Domestic versus foreign listing: Does a CEO's educational experience matter?," Journal of Business Venturing, Elsevier, vol. 35(1).

    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:eee:tefoso:v:196:y:2023:i:c:s0040162523004663. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.