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The structure of the model

The demographic-health sub-model

Person-years lived during year are classified by 5-year age group (indexed by ) and by sex (indexed by ). Within each age-sex-group, person-years are further subdivided by health status, as shown in Appendix Table 2.

Appendix Table 2 – Person-years lived by people of age group i and sex j, by health status
  Non-disabled Disabled Total
Survivor
Decedent
Total

The categories are related as follows:

(12) ,

(13) ,

(14) ,

(15) ,

(16) .

The expenditure sub-model

The notation for costs per person-year lived is set out in Appendix Table 3.

Appendix Table 3 – Costs per person-year lived for people in age group i  and sex j, by health status
  Non-disabled Disabled Total
Survivor
Decedent
Total

The costs per person-year lived are population-weighted averages, and are related to each other as follows:

(17) ,

(18) ,

(19) ,

(20) ,

(21) .

During any year t, all cost weights grow at the same rate, . Let be the launch year for the projections. When projecting into the future, we use the same value of g for all t, so that

(22) .

When back-casting, we allow to vary from year to year. The back-casting equivalent of Equation 22 is

(23) .

We can now derive Equation 1 in Section 4.2. We present the details only for back-casting, where , since we only carry out the decompositions on the historical data. The details for projections are very similar.

Let index all age-sex-groups and all health statuses, and let be total population. Then

(24)

(25)

(26) .

Equation 26 shows total expenditure as the product of three terms. The first term is simply population size. The second term, , is what we call the “ageing and health” effect. The third term, , is the “coverage and price” effect.

Equation 1 can be derived from Equation 26 by applying the general rule that if , then, where is the instantaneous rate of change for . (To verify this rule, take logs of and differentiate.)

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