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The worker profiler: Assessing the digital skill gaps for enhancing energy efficiency in manufacturing

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  • Fareri, Silvia
  • Apreda, Riccardo
  • Mulas, Valentina
  • Alonso, Ruben

Abstract

In recent years, the manufacturing sector has been responsible for nearly 55 % of total energy consumption, inducing a major impact on the global ecosystem. Although technological advances are increasing its sustainability, zero-emission and fuel-efficient manufacturing is still considered a utopian target. Moreover, a primary feature of Industry 4.0 is the digitization of production processes, which offers the opportunity to optimize energy consumption. However, given the speed and often unpredictability with which innovation manifests itself, tools capable of measuring the impact that technology is having professions are still being designed. In light of the above, in this article we present the Worker Profiler, a software designed to map the skills currently possessed by workers, identifying misalignment with those they should ideally possess to meet the renewed demands that digital innovation and environmental preservation impose. In more detail, the authors inferred the key technologies and skills for the topic, isolating those with markedly increasing patent trends and identifying green and digital enabling skills and occupations. Thus, the software was designed and implemented at the user-interface level. The output of the self-assessment is the definition of the missing digital and green skills that enable the definition of a customized retraining strategy.

Suggested Citation

  • Fareri, Silvia & Apreda, Riccardo & Mulas, Valentina & Alonso, Ruben, 2023. "The worker profiler: Assessing the digital skill gaps for enhancing energy efficiency in manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
  • Handle: RePEc:eee:tefoso:v:196:y:2023:i:c:s0040162523005292
    DOI: 10.1016/j.techfore.2023.122844
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    1. Sachs,Jeffrey D. & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2022. "Sustainable Development Report 2022," Cambridge Books, Cambridge University Press, number 9781009210034, September.
    2. Wang Dongfang & Pablo Ponce & Zhang Yu & Katerine Ponce & Muhammad Tanveer, 2022. "The future of industry 4.0 and the circular economy in Chinese supply chain: In the Era of post-COVID-19 pandemic," Operations Management Research, Springer, vol. 15(1), pages 342-356, June.
    3. 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).
    4. Shah, Naimatullah & Irani, Zahir & Sharif, Amir M., 2017. "Big data in an HR context: Exploring organizational change readiness, employee attitudes and behaviors," Journal of Business Research, Elsevier, vol. 70(C), pages 366-378.
    5. Puccetti, Giovanni & Giordano, Vito & Spada, Irene & Chiarello, Filippo & Fantoni, Gualtiero, 2023. "Technology identification from patent texts: A novel named entity recognition method," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    6. Sachs,Jeffrey D. & Kroll,Christian & Lafortune,Guillame & Fuller,Grayson & Woelm,Finn, 2022. "Sustainable Development Report 2022," Cambridge Books, Cambridge University Press, number 9781009210089, September.
    7. Campbell, Richard S., 1983. "Patent trends as a technological forecasting tool," World Patent Information, Elsevier, vol. 5(3), pages 137-143.
    8. Roberto Luna-Arocas & Francisco J. Lara, 2020. "Talent Management, Affective Organizational Commitment and Service Performance in Local Government," IJERPH, MDPI, vol. 17(13), pages 1-15, July.
    9. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    10. Basberg, Bjorn L., 1987. "Patents and the measurement of technological change: A survey of the literature," Research Policy, Elsevier, vol. 16(2-4), pages 131-141, August.
    11. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    12. Bartosz Wachnik & Michał Kłodawski & Ewa Kardas-Cinal, 2022. "Reduction of the Information Gap Problem in Industry 4.0 Projects as a Way to Reduce Energy Consumption by the Industrial Sector," Energies, MDPI, vol. 15(3), pages 1-18, February.
    13. Teresa Annunziata Branca & Barbara Fornai & Valentina Colla & Maria Ilaria Pistelli & Eros Luciano Faraci & Filippo Cirilli & Antonius Johannes Schröder, 2022. "Skills Demand in Energy Intensive Industries Targeting Industrial Symbiosis and Energy Efficiency," Sustainability, MDPI, vol. 14(23), pages 1-20, November.
    14. Kerong Zhang & Liangyu Jiang & Yanzhi Jin & Wuyi Liu, 2022. "The Carbon Emission Characteristics and Reduction Potential in Developing Areas: Case Study from Anhui Province, China," IJERPH, MDPI, vol. 19(24), pages 1-28, December.
    15. Lina Cao & Jian Zhang & Xinquan Ge & Jindong Chen, 2021. "Occupational profiling driven by online job advertisements: Taking the data analysis and processing engineering technicians as an example," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-20, June.
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