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European IoT Use in Homes: Opportunity or Threat to Households?

Author

Listed:
  • Idiano D’Adamo

    (Department of Computer, Control and Management Engineering, Sapienza University of Rome, Via Ariosto 25, 00185 Rome, Italy)

  • Assunta Di Vaio

    (Department of Law, University of Naples Parthenope, Via G. Parisi 13, 80132 Naples, Italy)

  • Alessandro Formiconi

    (Sapienza University of Rome, 00185 Rome, Italy)

  • Antonio Soldano

    (Sapienza University of Rome, 00185 Rome, Italy)

Abstract

The residential sector is characterized by new digital challenges. The Internet of Things (IoT) is a key-driver of innovation and operations management. This study aims to measure and assess IoT devices at the level of individuals, which are households, in European countries. For this scope, through the multi-criteria decision analysis (MCDA), we analyse data from Eurostat providing a mix of indicators allowing information to be aggregated at the level of individual Europeans and disaggregated by age group. The results highlight that only four countries (Netherlands, Denmark, Sweden and Malta) are classified as a high cluster in the examined scenarios. The 16–24 age group is the most involved in the uses of IoT devices, but the previous three northern European countries also show very high values for the 35–44 age group. IoT devices serve as a springboard for achieving a powerful propulsion toward technological innovation in the new business models, identifying opportunities and being a way to make many routine tasks more agile. Training programs and awareness campaigns are policy suggestions for the development of IoT devices favouring a cultural change on their use. However, there is an emerging need for studies that monitor environmental health impacts to prevent possible threats.

Suggested Citation

  • Idiano D’Adamo & Assunta Di Vaio & Alessandro Formiconi & Antonio Soldano, 2022. "European IoT Use in Homes: Opportunity or Threat to Households?," IJERPH, MDPI, vol. 19(21), pages 1-18, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:14343-:d:961447
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    1. Calogero Guccio & Marco Ferdinando Martorana & Isidoro Mazza & Giacomo Pignataro & Ilde Rizzo, 2022. "Is innovation in ICT valuable for the efficiency of Italian museums?," European Planning Studies, Taylor & Francis Journals, vol. 30(9), pages 1695-1716, September.
    2. Jacopo Canello & Francesco Vidoli, 2022. "Formal cooperation and the performance of Italian firms operating inside and outside industrial districts," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2191-2206, December.
    3. Troise, Ciro & Corvello, Vincenzo & Ghobadian, Abby & O'Regan, Nicholas, 2022. "How can SMEs successfully navigate VUCA environment: The role of agility in the digital transformation era," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    4. Di Vaio, Assunta & Hassan, Rohail & Alavoine, Claude, 2022. "Data intelligence and analytics: A bibliometric analysis of human–Artificial intelligence in public sector decision-making effectiveness," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    5. Assunta Di Vaio & Flavio Boccia & Loris Landriani & Rosa Palladino, 2020. "Artificial Intelligence in the Agri-Food System: Rethinking Sustainable Business Models in the COVID-19 Scenario," Sustainability, MDPI, vol. 12(12), pages 1-12, June.
    6. Gabriella D’Amore & Assunta Di Vaio & Daniel Balsalobre-Lorente & Flavio Boccia, 2022. "Artificial Intelligence in the Water–Energy–Food Model: A Holistic Approach towards Sustainable Development Goals," Sustainability, MDPI, vol. 14(2), pages 1-16, January.
    7. de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel Jose Chiappetta & Foropon, Cyril & Godinho Filho, Moacir, 2018. "When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 18-25.
    8. Marco Vacchi & Cristina Siligardi & Fabio Demaria & Erika Iveth Cedillo-González & Rocío González-Sánchez & Davide Settembre-Blundo, 2021. "Technological Sustainability or Sustainable Technology? A Multidimensional Vision of Sustainability in Manufacturing," Sustainability, MDPI, vol. 13(17), pages 1-18, September.
    9. Metallo, Concetta & Agrifoglio, Rocco & Schiavone, Francesco & Mueller, Jens, 2018. "Understanding business model in the Internet of Things industry," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 298-306.
    10. Paupini, Cristina & van der Zeeuw, Alex & Fiane Teigen, Helene, 2022. "Trust in the institution and privacy management of Internet of Things devices. A comparative case study of Dutch and Norwegian households," Technology in Society, Elsevier, vol. 70(C).
    11. Ignacio Rodríguez-Rodríguez & José-Víctor Rodríguez & Niloofar Shirvanizadeh & Andrés Ortiz & Domingo-Javier Pardo-Quiles, 2021. "Applications of Artificial Intelligence, Machine Learning, Big Data and the Internet of Things to the COVID-19 Pandemic: A Scientometric Review Using Text Mining," IJERPH, MDPI, vol. 18(16), pages 1-29, August.
    12. Zhi Wen & Huchang Liao & Ruxue Ren & Chunguang Bai & Edmundas Kazimieras Zavadskas & Jurgita Antucheviciene & Abdullah Al-Barakati, 2019. "Cold Chain Logistics Management of Medicine with an Integrated Multi-Criteria Decision-Making Method," IJERPH, MDPI, vol. 16(23), pages 1-21, December.
    13. Ilias O. Pappas & Patrick Mikalef & Michail N. Giannakos & John Krogstie & George Lekakos, 2018. "Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies," Information Systems and e-Business Management, Springer, vol. 16(3), pages 479-491, August.
    14. Sestino, Andrea & Prete, Maria Irene & Piper, Luigi & Guido, Gianluigi, 2020. "Internet of Things and Big Data as enablers for business digitalization strategies," Technovation, Elsevier, vol. 98(C).
    15. Vincenzo Corvello & Vincenzo Straffalaci & Luigino Filice, 2022. "Small business antifragility: how research and innovation can help survive crises and thrive," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 26(3/4), pages 252-268.
    16. Hubert Gijzen, 2013. "Big data for a sustainable future," Nature, Nature, vol. 502(7469), pages 38-38, October.
    17. Manlio Del Giudice & Assunta Di Vaio & Rohail Hassan & Rosa Palladino, 2022. "Digitalization and new technologies for sustainable business models at the ship–port interface: a bibliometric analysis," Maritime Policy & Management, Taylor & Francis Journals, vol. 49(3), pages 410-446, April.
    18. Frederico M. Bublitz & Arlene Oetomo & Kirti S. Sahu & Amethyst Kuang & Laura X. Fadrique & Pedro E. Velmovitsky & Raphael M. Nobrega & Plinio P. Morita, 2019. "Disruptive Technologies for Environment and Health Research: An Overview of Artificial Intelligence, Blockchain, and Internet of Things," IJERPH, MDPI, vol. 16(20), pages 1-24, October.
    19. Federica Cucchiella & Idiano D’Adamo & Massimo Gastaldi & Vincenzo Stornelli, 2018. "Solar Photovoltaic Panels Combined with Energy Storage in a Residential Building: An Economic Analysis," Sustainability, MDPI, vol. 10(9), pages 1-29, August.
    20. Gupta, Gaurav & Bose, Indranil, 2019. "Strategic learning for digital market pioneering: Examining the transformation of Wishberry's crowdfunding model," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 865-876.
    21. Shivam Gupta & Mahsa Motlagh & Jakob Rhyner, 2020. "The Digitalization Sustainability Matrix: A Participatory Research Tool for Investigating Digitainability," Sustainability, MDPI, vol. 12(21), pages 1-27, November.
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