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206 RISK MANAGEMENT AND VALUE CREATION IN FINANCIAL INSTITUTIONS<br />

that are not (necessarily) under the control of the bank. Such external<br />

factors <strong>in</strong>clude the <strong>in</strong>tensity of <strong>com</strong>petition <strong>in</strong> the market <strong>and</strong> the<br />

effect of the economic cycle on the customer base. 339 Additional<br />

revenue volatility may also stem from the bank’s products mov<strong>in</strong>g<br />

through their life cycle.<br />

2. Second, bus<strong>in</strong>ess risk tends to grow proportionally to a bank’s fixed<br />

cost base, that is, the larger the fixed cost base, the higher will be the<br />

need for bus<strong>in</strong>ess risk capital. While this assumption does not hold<br />

for all banks <strong>and</strong>/or bus<strong>in</strong>ess units, the fixed cost base tends to be<br />

the most predictive driver of the amount of bus<strong>in</strong>ess risk capital.<br />

3. The last of the three key drivers is the volatility (or rigidity) of variable<br />

costs. Here we are concerned with the unexpected fluctuations<br />

<strong>in</strong> variable costs that are not direct responses to the variations <strong>in</strong><br />

revenues. These unexpected fluctuations are caused by rigid variable<br />

costs that do not change <strong>in</strong> a timely fashion <strong>and</strong> that cannot be<br />

reduced even by strict cost management.<br />

The sum of the fixed cost base (2.) plus the rigid variable costs (3.) form<br />

the threshold level (labeled <strong>in</strong> Figure 5.10 above as “fixed” costs) from which<br />

the bank needs to hold economic capital. 340<br />

There are basically two approaches to derive the required amount of<br />

economic capital for bus<strong>in</strong>ess risk.<br />

Historical Account<strong>in</strong>g-Based Approach After def<strong>in</strong><strong>in</strong>g the level at which granular<br />

historical revenue <strong>and</strong> cost time series can be obta<strong>in</strong>ed, 341 the (cleaned 342 )<br />

historic data series 343 need to be adjusted. We need to remove the ga<strong>in</strong>s <strong>and</strong><br />

losses of trad<strong>in</strong>g 344 <strong>and</strong> credit 345 activities, 346 as well as adjust for any extraord<strong>in</strong>ary<br />

items 347 before we can estimate the expected value <strong>and</strong> the<br />

339 These factors are, therefore, also considered <strong>in</strong> the agency rat<strong>in</strong>gs process.<br />

340 Consistent to the other approaches, the bank only needs to hold economic capital<br />

for bus<strong>in</strong>ess risk up to a certa<strong>in</strong> confidence level.<br />

341 This assumes that all costs are correctly allocated at the chosen level of report<strong>in</strong>g.<br />

342 For outliers, <strong>and</strong> so on.<br />

343 To adjust the data for the impact of the economic cycle <strong>and</strong> the bank’s general<br />

(expected) growth, we need to obta<strong>in</strong> as long a time series as possible—at least over<br />

the last economic cycle.<br />

344 Includ<strong>in</strong>g treasury activities, assum<strong>in</strong>g that they are correctly transfer priced to<br />

the bus<strong>in</strong>ess units.<br />

345 Includ<strong>in</strong>g transfer risk <strong>and</strong> any default-related losses.<br />

346 See Wills et al. (1999), p. 94.<br />

347 We need to adjust for changes <strong>in</strong> the <strong>in</strong>ternal account<strong>in</strong>g conventions <strong>and</strong> any<br />

other general structural or report<strong>in</strong>g <strong>in</strong>consistencies.

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