The Usage of Internet in the Context of ESG Model at World Level

Angelo Leogrande

No 8f5q9_v1, SocArXiv from Center for Open Science

Abstract: In this article, I estimate the value of “Individual Using Internet”-IUI in the context of Environmental, Social and Governance-ESG database of the World Bank. I use data from 193 countries for the period 2011-2020. I found that among others the value of IUI is positively associated to “Methane Emissions” and “People Using Safely Managed Sanitation Services” and negatively associated among others to “Fossil Fuel Energy Consumption” and “Renewable Energy Consumption”. I apply the k-Means algorithm for the clusterization optimized with the Elbow Method and we find the presence of three clusters. Finally, I confront eight machine-learning algorithms to predict the future value of IUI. I found that the best predictive algorithm is Linear Regression and that the value of IUI is expected to decrease on average of 0.30% for the analysed countries.

Date: 2023-06-24
References: View references in EconPapers View complete reference list from CitEc
Citations:

Downloads: (external link)
https://osf.io/download/6496257638091107073c33c8/

Related works:
Working Paper: The Usage of Internet in the Context of ESG Model at World Level (2023)
Working Paper: The Usage of Internet in the Context of ESG Model at World Level (2023)
Working Paper: The Usage of Internet in the Context of ESG Model at World Level (2023)
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:osf:socarx:8f5q9_v1

DOI: 10.31219/osf.io/8f5q9_v1

Access Statistics for this paper

More papers in SocArXiv from Center for Open Science
Bibliographic data for series maintained by OSF ().