IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v228y2024ics0960148124007286.html
   My bibliography  Save this article

A micro-credential approach for life-long learning in the urban renewable energy sector

Author

Listed:
  • De Rosa, Mattia
  • Glumac, Olga
  • Bianco, Vincenzo
  • Pallonetto, Fabiano

Abstract

The present paper describes the development of a novel framework for the creation of specialised Micro-Credentials supporting the training and re-training of students and professionals on the integration of renewable energy and sustainable fuels in urban settings. The framework is built upon a set of stackable micro-credentials, co-designed with the stakeholders input and it uses advanced natural language processing (NLP) and machine learning algorithms to assess the impact on the job market at regional level. The use of Micro-Credentials are considered to be the optimal methodology for enhancing the knowledge of specific topics especially for life-long learning for professionals. A co-design approach of such an innovative educational framework with relevant stakeholders fosters a tailored educational path for green upskilling. Finally, the framework is validated processing and analysing a large dataset of job descriptions, extracting the skills required by the market, organising the skills in categories and clusters. All this process lead to the creation of a basket of 74 Micro-Credentials oriented to students and professional with both a technical and non-technical backgrounds.

Suggested Citation

  • De Rosa, Mattia & Glumac, Olga & Bianco, Vincenzo & Pallonetto, Fabiano, 2024. "A micro-credential approach for life-long learning in the urban renewable energy sector," Renewable Energy, Elsevier, vol. 228(C).
  • Handle: RePEc:eee:renene:v:228:y:2024:i:c:s0960148124007286
    DOI: 10.1016/j.renene.2024.120660
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124007286
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2024.120660?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. Kacan, Erkan, 2015. "Renewable energy awareness in vocational and technical education," Renewable Energy, Elsevier, vol. 76(C), pages 126-134.
    2. Richard Florida & Patrick Adler & Charlotta Mellander, 2017. "The city as innovation machine," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 86-96, January.
    3. Mattia De Rosa & Vincenzo Bianco & Henrik Barth & Patricia Pereira da Silva & Carlos Vargas Salgado & Fabiano Pallonetto, 2023. "Technologies and Strategies to Support Energy Transition in Urban Building and Transportation Sectors," Energies, MDPI, vol. 16(11), pages 1-16, May.
    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. Dwibedy, Punyashlok, 2022. "Informal competition and product innovation decisions of new ventures and incumbents across developing and transitioning countries," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
    2. Paola Clerici Maestosi & Monica Salvia & Filomena Pietrapertosa & Federica Romagnoli & Michela Pirro, 2024. "Implementation of Positive Energy Districts in European Cities: A Systematic Literature Review to Identify the Effective Integration of the Concept into the Existing Energy Systems," Energies, MDPI, vol. 17(3), pages 1-27, February.
    3. Calvo, Nuria & Fernández-López, Sara & Rodríguez-Gulías, María Jesús & Rodeiro-Pazos, David, 2022. "The effect of population size and technological collaboration on firms' innovation," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    4. Iain Begg, 2018. "Innovative Directions for EU Cohesion Policy after 2020," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 19(01), pages 03-09, March.
    5. Nikolaos Apostolopoulos & Alexandros Kakouris & Panagiotis Liargovas & Petar Borisov & Teodor Radev & Sotiris Apostolopoulos & Sofia Daskou & Eleni Ε. Anastasopoulou, 2023. "Just Transition Policies, Power Plant Workers and Green Entrepreneurs in Greece, Cyprus and Bulgaria: Can Education and Retraining Meet the Challenge?," Sustainability, MDPI, vol. 15(23), pages 1-21, November.
    6. Ahmet Faruk Aysan & Luis Carlos Castillo-Téllez & Dilek Demirbas & Mustafa Disli, 2021. "Foreign Trade, Education, And Innovative Performance: A Multilevel Analysis," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 24(3), pages 413-440, September.
    7. Mariann Hardey, 2020. "Gender and Technology Culture: Points of Contact in Tech Cities," Sociological Research Online, , vol. 25(1), pages 101-118, March.
    8. Ugo Rossi, 2019. "The common-seekers: Capturing and reclaiming value in the platform metropolis," Environment and Planning C, , vol. 37(8), pages 1418-1433, December.
    9. Angelo Cavallo & Antonio Ghezzi & Cristina Rossi-Lamastra, 2021. "Small-medium enterprises and innovative startups in entrepreneurial ecosystems: exploring an under-remarked relation," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1843-1866, December.
    10. Yu Zheng & Alan Collins & Shujie Yao, 2024. "Promoting sustainable and high‐quality economic development in China via regional innovation poles," Journal of Regional Science, Wiley Blackwell, vol. 64(3), pages 671-699, June.
    11. Richard Florida & Ruben Gaetani, 2020. "The university's Janus face: The innovation–inequality nexus," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(6), pages 1097-1112, September.
    12. Jie Zhang & Bindong Sun & Chuanyang Wang, 2024. "Interplay between Network Position and Knowledge Production of Cities in China Based on Patent Measurement," Land, MDPI, vol. 13(10), pages 1-17, October.
    13. Benoit, Florence & Belderbos, René, 2024. "International connection, local disconnection: The (heterogeneous) role of global cities in local and global innovation networks," Journal of International Management, Elsevier, vol. 30(3).
    14. Doloreux, David & Shearmur, Richard, 2023. "Does location matter? STI and DUI innovation modes in different geographic settings," Technovation, Elsevier, vol. 119(C).
    15. Dawid Czajor & Łukasz Amanowicz, 2024. "Methodology for Modernizing Local Gas-Fired District Heating Systems into a Central District Heating System Using Gas-Fired Cogeneration Engines—A Case Study," Sustainability, MDPI, vol. 16(4), pages 1-30, February.
    16. David Doloreux & Richard Shearmur & Igone Porto‐Gomez & Jon Mikel Zabala‐Iturriagagoitia, 2020. "DUI and STI innovation modes in the Canadian wine industry: The geography of interaction modes," Growth and Change, Wiley Blackwell, vol. 51(3), pages 890-909, September.
    17. Lisa Bosman & József Kádár & Brandon Yonnie & Amy LeGrande, 2024. "How Market Transformation Policies Can Support Agrivoltaic Adoption," Sustainability, MDPI, vol. 16(24), pages 1-15, December.
    18. Xu, Tao & Zhu, Weiwei, 2022. "Entrepreneurs or Employees: What Chinese Citizens Encouraged to Become by Social Attitudes?," MPRA Paper 113212, University Library of Munich, Germany.
    19. Razieh Nejabat & Marina Van Geenhuizen, 2019. "Entrepreneurial Risk-Taking in Sustainable Energy: University Spin-Off Firms and Market Introduction in Northwest Europe," Sustainability, MDPI, vol. 11(24), pages 1-23, December.
    20. Sami Moisio & Ugo Rossi, 2020. "The start-up state: Governing urbanised capitalism," Environment and Planning A, , vol. 52(3), pages 532-552, May.

    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:renene:v:228:y:2024:i:c:s0960148124007286. 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.journals.elsevier.com/renewable-energy .

    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.