As most market participants will know, this role is fulfilled by a raft of organisations: rating agencies, ESG data providers, consultancies, university departments, auditors – to name but a few. And, their numbers are continuing to steadily rise, with a recent entrant being MSCI.
While 69% of ESG investors consider ‘having a well-recognised SPO provider’ as of (at least) some importance (source: NWM 2021 survey), it is unclear which factors determine the issuers’ SPO selection.
So, what tends to move the needle towards one (out of many) SPO providers? To start to shed more light on this process, we have been running initial statistical analysis on a sample of inaugural Green, Social and Sustainability (GSS) “use of proceeds”-labelled debt instruments, issued between 2014 and 2021. The sample includes 75 corporate transactions opined on by two leading SPO providers with a global footprint.
The regression is in the form of a probit model, which is used to predict a binary outcome (SPO provider X or SPO provider Y) given a set of independent variables. The model summary suggests a significant relationship (p=0.034) between the outcome (SPO selection) and predictor variables we have identified. It also has a reasonable model fit for making this prediction (The McFadden’s R2 is 0.343).