Implement earnings accounting updates that addresses 463 and 464

[yondonfu]

Implement the solution that addresses #463 and #464.

#463 and #464 are research questions so those issues must be closed first after resolving the research questions before moving on to the implementation in this issue. The summary of the solution should be documented here as well.