Blog posts

Time

With actuarial cash flow models, we try to predict the future. The results of cash flow models are put on a timeline with future dates. In this post, we will discuss time in actuarial cash flow models.


List of content:

  1. Time in actuarial cash flow models
  2. Time-related formulas

Time in actuarial cash flow models

Timeline

Let's start with the beginning. Timeline starts at zero (\( t=0 \)) which reflects the valuation period. If the reporting period is the end …

Scope of the VFA in IFRS 17

The two main valuation approaches in life insurance for IFRS 17 are General Measurement Model (GMM) Variable Fee Approach (VFA).

In this post, let's that a look at what the Variable Fee Approach is and when it should be used.

The VFA is a modification to the General Measurement Model (GMM) for direct participating contracts. These contracts need to fulfil certain conditions at inception.

Direct participating contracts

Only direct participating contracts fall under the scope of the VFA under IFRS 17.

Direct participating contracts have a substantial portion of investment-related services. The policyholder is promised an investment return based …

Actuarial cash flow model overview

In this post, we will go over an overview of actuarial cash flow model. If you are interested in building models in Python, you can use the cashflower package.


List of content:

  1. Overview of actuarial cash flow model
  2. Modelling cash flows

Overview of actuarial cash flow model

Cash flow models consists of: a run plan, inputs (model points and assumptions), calculations and results

Run plan - run plan is a list of runs that we want to perform with the model. Actuaries need results for the model under various assumptions. For example, the first run has base assumptions, the second shocked mortality and the third shocked lapses. Each of these …

Deterministic and stochastic models

Insurance companies rely on two main approaches for cash flow modelling: deterministic and stochastic. These models help estimate future liabilities of insurance products, guiding actuaries in predicting the future using historical data and expert judgment.


List of content:

  1. Deterministic vs stochastic
  2. Modelling example

Deterministic vs stochastic

Imagine predicting the future: one way is to follow the most likely path, while the other is like exploring various possible paths, akin to the multiverse concept in Spiderman, where multiple worlds have slightly different versions of Peter Parker.

  • Deterministic approach
Graph with one interest rates curve.

In the deterministic approach, we calculate the …

Onerous contracts IFRS 17

A positive CSM is released to the income statement over the coverage period.

What about groups of insurance contracts that are onerous, and therefore expected to be loss-making?

In this post, we will consider three cases:

  • Contracts with reduced CSM
  • Initially onerous contracts
  • Contracts that become onerous

Contracts with reduced CSM

The group of contracts might have a positive CSM at inception. It means that the insurer expected to make a profit on them.

On the way, there might have been changes in non-financial assumptions. Let's assume that changes in non-financial assumptions have negative impact on the CSM, but …