What is environmental, social, and governance (ESG) data and how do we evaluate its quality
and effectiveness? This form of evaluation is important, as it is a precondition for investors …

Alternative datasets (alt-datasets) appear to be entering the financial mainstream. Alternative
data (altdata) have always occupied a crucial role in financial markets, but, until recently, …

“A detailed, cogent road map for organizations such as pension funds to harness technology
and truly invest for the long-term.”―Eric Schmidt, former CEO, Google Silver Medal Winner, …

At the dawn of the Fourth Industrial Revolution, we notice that conventional methods for
classifying companies into economic sectors are increasingly unfit-for-purpose, because they fail …

Alternative data (alt-data) is becoming an increasingly powerful tool that investors can use
to incorporate sustainability considerations – eg, environmental, social, and governance (ESG…

The trend for a larger volume of capex to be spread across a smaller number of projects
increases the risk of psychological error - they become more likely as projects become larger, …

What is environmental social and governance (ESG) data and how do we evaluate its quality?
Previous literature describes intrinsic properties of ESG data (ie, multifaceted and context …

In recent years, there has been a marked rise in the consideration of environmental, social,
and governance (ESG) factors in investment decision-making. However, ESG analysis is still …

Abstract Knowledge management in institutional investment suffers from many misconceptions
and a dearth of actionable models for best practice. This is problematic in various ways, …

Nowadays, two major pressures that investors must face are: 1) the need to account for
environmental, social, and governance (ESG) factors in their investment processes; and 2) the …