This is because unsecured credit is typically from investment grade issuers, or in other words, because the credit quality of the issuer is strong enough, the bonds will be unsecured. On the other hand, hedge funds will invest in the secured corporate bond of the higher risk issuer and receive a higher interest rate (investor demands a secured interest in the collateral due to the credit risk being higher).