Environmental, Social, and Governance (ESG) signals are an important part of factor-based investing strategies as they can stem from the same economic rationales as general factor premiums. Because factors are broad and diversified, building portfolios by jointly optimizing factor exposures with...

Characteristics of companies associated with climate change predict excess equity returns. We show that firms with lower carbon emission intensities—with carbon emissions being a key component of the Paris Accord—have high excess returns. We present evidence that firms with lower carbon...

We document significant spreads in style factors — value, size, quality, momentum, and low volatility — in each of the style box categories. This is also true even for the value and small size factors, which are reflected in the original definition of the style box framework. Some single...

We construct fixed income portfolios for sovereign bonds and corporate bonds with sustainable insights. The climate methodology for sovereign bonds can be applied as an overlay on any benchmark and tilts towards sovereigns more prepared with the climate transition and away from those which are...

The authors embed Paris Aligned Benchmark (PAB) requirements in an illustrative multi-asset portfolio containing developed and emerging market equities, sovereign bonds, corporate bonds, listed real estate, and commodities. By being PAB compliant, the immediate reduction and ongoing reductions...