The Role of Entrepreneurial Activities, ICT and Energy Consumption in the Economic Growth: An Econometric Evidence of EU Countries

Authors

  • Shahzada Adeel University of Chenab, Gujrat, Pakistan.
  • Zeeshan Arshad University of Aveiro, Aveiro, Portugal.
  • Kaleem Ahmed University of Chenab, Gujrat, Pakistan.
  • Sami Ullah University of Gujrat, Pakistan.

DOI:

https://doi.org/10.52131/pjhss.2025.v13i2.2839

Keywords:

Entrepreneurial Activity, ICT, Economic Growth, Energy Consumption

Abstract

The objective of the study to develop the linkages between economic growth (GDP), energy consumption, information and communication technology (ICT), and total entrepreneurial activities (TEA) in 17 European Union countries over the period 2000-2023. Annual data were analyzed using co-integration tests such as Fisher, Kao, Westerlund, and Pedroni to determine the long-term relationship among the variables. The study also employed PMG to examine the long-run elasticities, as well as DOLS and DMOLS for robustness. The results indicated that increased entrepreneurial activities, energy consumption, and ICT lead to growth in GDP in the EU region. This means that in the current situation, entrepreneurial activities strongly contribute to robust economic growth, which may result in developing sustainable, stable and progressive societies/economies. Furthermore, the study noted bidirectional causality running between the considered variables.

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Author Biographies

Shahzada Adeel, University of Chenab, Gujrat, Pakistan.

Department of Business Education

Zeeshan Arshad, University of Aveiro, Aveiro, Portugal.

Centre for Environmental and Marine Studies, Department of Environment and Planning

Kaleem Ahmed, University of Chenab, Gujrat, Pakistan.

Department of Business Education

Sami Ullah, University of Gujrat, Pakistan.

Assistant Professor, Department of Economics

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Published

2025-05-22

How to Cite

Adeel, S., Arshad, Z., Ahmed, K., & Ullah, S. (2025). The Role of Entrepreneurial Activities, ICT and Energy Consumption in the Economic Growth: An Econometric Evidence of EU Countries. Pakistan Journal of Humanities and Social Sciences, 13(2), 152–160. https://doi.org/10.52131/pjhss.2025.v13i2.2839