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Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy

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  • Spada, Irene
  • Chiarello, Filippo
  • Barandoni, Simone
  • Ruggi, Gianluca
  • Martini, Antonella
  • Fantoni, Gualtiero

Abstract

We still know little about the role of higher education in the digital transformation. If on one side the labor market is constantly evolving and is asking for an up-skilling process of the workforce, higher education institutions struggle to be agile enough. Therefore, it is necessary to measure and to better understand this gap.

Suggested Citation

  • Spada, Irene & Chiarello, Filippo & Barandoni, Simone & Ruggi, Gianluca & Martini, Antonella & Fantoni, Gualtiero, 2022. "Are universities ready to deliver digital skills and competences? A text mining-based case study of marketing courses in Italy," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    • Handle: RePEc:eee:tefoso:v:182:y:2022:i:c:s0040162522003936
    DOI: 10.1016/j.techfore.2022.121869
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    1. Pejic-Bach, Mirjana & Bertoncel, Tine & Meško, Maja & Krstić, Živko, 2020. "Text mining of industry 4.0 job advertisements," International Journal of Information Management, Elsevier, vol. 50(C), pages 416-431.
    2. Yun-Chun Wu & Wen-Chung Lee, 2014. "Alternative Performance Measures for Prediction Models," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-6, March.
    3. Ashaari, Mohamed Azlan & Singh, Karpal Singh Dara & Abbasi, Ghazanfar Ali & Amran, Azlan & Liebana-Cabanillas, Francisco J., 2021. "Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    4. MILIĆEVIĆ, Violeta & DENIĆ, Nebojša & MILIĆEVIĆ, Zoran & ARSIĆ, Ljiljana & SPASIĆ-STOJKOVIĆ, Milica & PETKOVIĆ, Dalibor & STOJANOVIĆ, Jelena & Krkic, Mirjana & Milovančević, Nataša Sokolov & Jovanović, 2021. "E-learning perspectives in higher education institutions," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    5. Vlačić, Božidar & Corbo, Leonardo & Costa e Silva, Susana & Dabić, Marina, 2021. "The evolving role of artificial intelligence in marketing: A review and research agenda," Journal of Business Research, Elsevier, vol. 128(C), pages 187-203.
    6. Mjellma Carabregu Vokshi & Adel Ben Youssef & Valentin Toçi & But Dedaj, 2019. "The Challenges of Higher Education Institutions: Including Digital Skills and Preparing Reflective Learners," Post-Print halshs-03506878, HAL.
    7. Monica Mihaela Maer-Matei & Cristina Mocanu & Ana-Maria Zamfir & Tiberiu Marian Georgescu, 2019. "Skill Needs for Early Career Researchers—A Text Mining Approach," Sustainability, MDPI, vol. 11(10), pages 1-17, May.
    8. Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
    9. Lašáková, Anna & Bajzíková, Ľubica & Dedze, Indra, 2017. "Barriers and drivers of innovation in higher education: Case study-based evidence across ten European universities," International Journal of Educational Development, Elsevier, vol. 55(C), pages 69-79.
    10. Chiarello, Filippo & Fantoni, Gualtiero & Hogarth, Terence & Giordano, Vito & Baltina, Liga & Spada, Irene, 2021. "Towards ESCO 4.0 – Is the European classification of skills in line with Industry 4.0? A text mining approach," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    11. Ahood Almaleh & Muhammad Ahtisham Aslam & Kawther Saeedi & Naif Radi Aljohani, 2019. "Align My Curriculum: A Framework to Bridge the Gap between Acquired University Curriculum and Required Market Skills," Sustainability, MDPI, vol. 11(9), pages 1-13, May.
    12. Muninger, Marie-Isabelle & Hammedi, Wafa & Mahr, Dominik, 2019. "The value of social media for innovation: A capability perspective," Journal of Business Research, Elsevier, vol. 95(C), pages 116-127.
    13. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    14. Maria José Sá & Sandro Serpa, 2020. "The COVID-19 Pandemic as an Opportunity to Foster the Sustainable Development of Teaching in Higher Education," Sustainability, MDPI, vol. 12(20), pages 1-16, October.
    15. Dwivedi, Yogesh K. & Hughes, D. Laurie & Coombs, Crispin & Constantiou, Ioanna & Duan, Yanqing & Edwards, John S. & Gupta, Babita & Lal, Banita & Misra, Santosh & Prashant, Prakhar & Raman, Ramakrishn, 2020. "Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life," International Journal of Information Management, Elsevier, vol. 55(C).
    16. Dmitry Ivanov & Alexandre Dolgui & Boris Sokolov & Frank Werner & Marina Ivanova, 2016. "A dynamic model and an algorithm for short-term supply chain scheduling in the smart factory industry 4.0," International Journal of Production Research, Taylor & Francis Journals, vol. 54(2), pages 386-402, January.
    17. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    18. Sousa, Maria José & Rocha, Álvaro, 2019. "Skills for disruptive digital business," Journal of Business Research, Elsevier, vol. 94(C), pages 257-263.
    19. SECUNDO, Giustina & MELE, Gioconda & VECCHIO, Pasquale Del & ELIA, Gianluca & MARGHERITA, Alessandro & NDOU, Valentina, 2021. "Threat or opportunity? A case study of digital-enabled redesign of entrepreneurship education in the COVID-19 emergency," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    20. Kipper, Liane Mahlmann & Iepsen, Sandra & Dal Forno, Ana Julia & Frozza, Rejane & Furstenau, Leonardo & Agnes, Jéssica & Cossul, Danielli, 2021. "Scientific mapping to identify competencies required by industry 4.0," Technology in Society, Elsevier, vol. 64(C).
    21. Alam, Gazi Mahabubul & Forhad, Abdur Rahman & Ismail, Ismi Arif, 2020. "Can education as an ‘International Commodity’ be the backbone or cane of a nation in the era of fourth industrial revolution? - A Comparative study," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    22. Iivari, Netta & Sharma, Sumita & Ventä-Olkkonen, Leena, 2020. "Digital transformation of everyday life – How COVID-19 pandemic transformed the basic education of the young generation and why information management research should care?," International Journal of Information Management, Elsevier, vol. 55(C).
    23. Kaplan, Andreas M. & Haenlein, Michael, 2016. "Higher education and the digital revolution: About MOOCs, SPOCs, social media, and the Cookie Monster," Business Horizons, Elsevier, vol. 59(4), pages 441-450.
    24. Bendle, Neil T. & Wang, Xin (Shane), 2016. "Uncovering the message from the mess of big data," Business Horizons, Elsevier, vol. 59(1), pages 115-124.
    25. Alam, Gazi Mahabubul & Al-Amin, Abul Quasem & Forhad, Abdur Rahman & Mubarak, Muhammad Shujaat, 2020. "Does the private university sector exploit sustainable residential life in the name of supporting the fourth industrial revolution?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    26. Manita, Riadh & Elommal, Najoua & Baudier, Patricia & Hikkerova, Lubica, 2020. "The digital transformation of external audit and its impact on corporate governance," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    27. Roberta La Haye & Petr Zizler, 2020. "The Lorenz Curve in the Classroom," The American Statistician, Taylor & Francis Journals, vol. 75(2), pages 217-225, October.
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