| Title |
Outline and Impact of Firms Related to the Third Industrial Revolution: Investigation through Big Data |
| ID_Doc |
22233 |
| Authors |
Belarouci, M |
| Title |
Outline and Impact of Firms Related to the Third Industrial Revolution: Investigation through Big Data |
| Year |
2022 |
| Published |
Smart Cities, 5.0, 2 |
| DOI |
10.3390/smartcities5020028 |
| Abstract |
This article is focusing on the dynamism of the Third Industrial Revolution (TIR) in the region Hauts-de-France between 2013 and 2018. Region Hauts-de-France has been a forerunner in setting up a proactive policy in favour of the TIR. It provides a relevant and suitable context for the identification of TIR activities. We assess the job dynamism of the TIR through the implementation of big data methods for the identification of the firms involved in the TIR activities and the collection of firm microlevel data. We provide evidence of the strong dynamism of the TIR activities in a context of weak regional dynamics. We show that the growth in employment arises mainly from renewable energies, positive energy buildings, circular economy and energy efficiency. Future researches are encouraged to investigate the quality of employment and to question the distinctive characteristics of the firms involved in TIR. |
| Author Keywords |
Third Industrial Revolution; sustainability; growth; jobs; circular economy; function-based product-services systems; renewable energies; positive energy buildings; energy efficiency; mobility |
| Index Keywords |
Index Keywords |
| Document Type |
Other |
| Open Access |
Open Access |
| Source |
Emerging Sources Citation Index (ESCI) |
| EID |
WOS:000817521500001 |
| WoS Category |
Engineering, Electrical & Electronic; Urban Studies |
| Research Area |
Engineering; Urban Studies |
| PDF |
https://www.mdpi.com/2624-6511/5/2/28/pdf?version=1649982547
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