The Group’s market risk measurement allows monitoring of all of the risk types, which are generic risk (including interest rate risk, foreign exchange risk, and equity risk), non-linear risk, specific risk and commodity risk. In 2019 the nonlinear risk and commodities risk did not exist in the Group. The equity risk assumed to be irrelevant since the Group’s engagement in equity instruments is immaterial.
Each market risk type is measured individually using an appropriate risk models and then integrated measurement of total market risk is built from those assessments without considering any type of diversification between the four risk types (the worst case scenario).
The main measure used by the Group to evaluate market risks (interest rate risk, foreign exchange risk, equity risk) is the parametric VaR (Value at Risk) model – an expected loss that may arise on the portfolio over a specified period of time (holding period) and with specified probability (confidence level) from an adverse market movement.
The Value at Risk in the Group (VaR) is calculated considering the holding period of 10 working days and a 99% confidence level (one tail). In line with regulatory requirements of CRDIV / CRR, since April 2014 the volatility associated with each market risk vertex considered in the VaR model (and respective correlation between them) has been estimated by the equally weighted changes of market parameters using the effective observation period of historical data of last year. Previously applied EWMA method (exponentially weighted moving average method) with effectively shorter observation period is now only justified by a significant upsurge in price volatility.
In order to monitor and limit the positions in instruments, for which it is not possible to properly assess market risk with the use of the VaR model (non-linear risk, commodity risk and specific risk), the appropriate assessment rules were defined. The non-linear risk is measured according to internally developed methodology which is in line with the VaR methodology – the same time horizon and significant level is used. Specific and commodities’ risks are measured through standard approach defined in supervisory regulations, with a corresponding change of the time horizon considered.
The market risk measurement is carried out daily (intra-day and end-of-day), both on an individual basis for each of the areas responsible for risk taking and risk management, and also in consolidated terms considering the effect of the diversification that exists between the particular portfolios.
To ensure that the VaR model adopted is appropriate for the evaluation of the risks involved in the open positions, a back-testing process has been instituted and is carried out daily.
All reported excesses are documented. This includes an explanation of their causes and their incorporation in one of the three classes of excess explanation: adequacy of the model, insufficient model accuracy or unanticipated market movements.
Parallel to the VaR calculation the portfolios are subject to a set of sensitivity analysis and stress scenarios, in order to:
- Estimate the potential economic loss resulting from extreme variations in market risk factors,
- Identify the market risk movements, possibly not captured by VaR, to which the portfolios are more sensitive,
- Identify the actions that can be taken to reduce the impact of extreme variations in the risk factors.
The following types of market scenarios are being applied:
- Parallel shifts of the yield curves;
- More steep or flat shape of the yield curves;
- Variations of the exchange rates;
- Historical adverse scenarios.
The VaR is used as a measure in assessing the risks incurred by the positions in consolidated terms and separately for the Trading and Banking Book. In addition, each Book is divided into the risk management areas. The global limit is expressed as a fraction of the consolidated Own Funds and then limit is divided into the books, risk management areas and various types of risk, which enables the Group for full measurement, monitoring and control of market risk. The market risk exposure (VaR) together with the limit utilization is reported daily to all areas responsible for management and control of market risk in the Group.
The market risk limits are revised at least once a year and in order to take into account, inter alia, the change of the consolidated Own Funds, current and projected balance sheet structure as well as the market environment. The current limits in place have been valid since 1st January 2019 and will be replaced by revised limits on 1st January 2020.
In 2019 the VaR indicators for the Group remained on average at the level of PLN 27.3 million (12% of the limit) and PLN 33.2 million (15% of the limit) as of the end of December 2019. The VaR indicators presented in the table below reflect joint exposures to market risk in the Group, which are Trading Book and the Banking Book. The diversification effect applies to the generic risk and reflects correlation between its constituents. The low level of diversification effect is connected with the fact that the Group’s market risk is mainly the interest rate risk. The figures in the Table include also the exposures to market risk generated in subordinated companies, as the Bank manages market risk at central level.
The market risk in terms of VaR for the Group (‘000 PLN):
VaR measures for market risk (‘000 PLN) | VaR (2019) | ||||
31.12.2018 | Average | Maximum | Minimum | 31.12.2019 | |
Total risk | 29 098 | 27 259 | 34 247 | 18 513 | 33 225 |
Generic risk | 27 337 | 25 324 | 31 925 | 16 646 | 31 039 |
Interest Rate Risk | 27 349 | 25 322 | 31 923 | 16 648 | 31 038 |
FX Risk | 78 | 76 | 607 | 7 | 12 |
Diversification Effect | 0,3% | 0,0% | |||
Specific risk | 1 761 | 1 935 | 2 767 | 1 591 | 2 186 |
The corresponding exposures as of 2018 respectively amounted to (‘000 PLN):
VaR measures for market risk (‘000 PLN) | VaR (2018) | ||||
31.12.2017 | Average | Maximum | Minimum | 31.12.2018 | |
Total risk | 17 540 | 22 037 | 30 610 | 15 654 | 29 098 |
Generic risk | 15 666 | 20 126 | 28 757 | 13 786 | 27 337 |
Interest Rate Risk | 15 651 | 20 155 | 28 757 | 13 850 | 27 349 |
FX Risk | 97 | 144 | 3 353 | 8 | 78 |
Diversification Effect | 0,5% | 0,3% | |||
Specific risk | 1 874 | 1 911 | 2 871 | 1 761 | 1 761 |
The market risk exposure divided into Trading Book and Banking Book together with risk type division is presented in the table below (‘000 PLN):
Banking Book:
VaR measures for market risk (‘000 PLN) | VaR (2019) | ||||
31.12.2018 | Average | Maximum | Minimum | 31.12.2019 | |
Total risk | 28 825 | 26 338 | 33 616 | 18 160 | 31 263 |
Generic risk | 27 067 | 24 434 | 31 749 | 16 463 | 29 080 |
Interest Rate Risk | 27 067 | 24 434 | 31 749 | 16 463 | 29 080 |
FX Risk | 0 | 0 | 0 | 0 | 0 |
Diversification Effect | 0,0% | 0,0% | |||
Specific risk | 1 758 | 1 903 | 2 375 | 1 588 | 2 184 |
VaR measures for market risk (‘000 PLN) | VaR (2018) | ||||
31.12.2017 | Average | Maximum | Minimum | 31.12.2018 | |
Total risk | 16 271 | 20 240 | 29 406 | 15 358 | 28 825 |
Generic risk | 14 401 | 18 372 | 27 501 | 13 494 | 27 067 |
Interest Rate Risk | 14 401 | 18 373 | 27 501 | 13 494 | 27 067 |
FX Risk | 0 | 0 | 0 | 0 | 0 |
Diversification Effect | 0,0% | 0,0% | |||
Specific risk | 1 870 | 1 869 | 1 918 | 1 758 | 1 758 |
Trading Book:
VaR measures for market risk (‘000 PLN) | VaR (2019) | ||||
31.12.2018 | Average | Maximum | Minimum | 31.12.2019 | |
Total risk | 478 | 1 785 | 5 464 | 446 | 2 455 |
Generic risk | 475 | 1 754 | 5 461 | 443 | 2 452 |
Interest Rate Risk | 470 | 1 746 | 5 435 | 359 | 2 451 |
FX Risk | 81 | 77 | 620 | 7 | 11 |
Diversification Effect | 16,0% | 0,4% | |||
Specific risk | 3 | 31 | 1 070 | 2 | 2 |
VaR measures for market risk (‘000 PLN) | VaR (2018) | ||||
31.12.2017 | Average | Maximum | Minimum | 31.12.2018 | |
Total risk | 1 614 | 2 698 | 7 238 | 474 | 478 |
Generic risk | 1 610 | 2 656 | 6 999 | 471 | 475 |
Interest Rate Risk | 1 598 | 2 555 | 6 984 | 469 | 470 |
FX Risk | 97 | 143 | 3 351 | 8 | 81 |
Diversification Effect | 5,3% | 16,0% | |||
Specific risk | 4 | 42 | 1 007 | 2 | 3 |
In 2019, risk limits in terms of VaR were not breached – neither for the whole Group nor for the Banking Book and Trading Book, separately.
All eventual excesses of market risk limits are always reported, documented and ratified at the proper competence level.
Open positions mostly included interest-rate instruments and FX risk instruments. The FX risk covers all the foreign exchange exposures of the Group. According to the Risk Strategy approved in the Group, the FX open position is allowed, however should be kept at low levels. For this purpose, the Group has introduced a system of conservative limits for FX open positions (both Intraday and Overnight limits) and allows keeping FX open positions only in Trading Book.
In 2019, FX position generated in the Banking Book was fully transferred to the Trading Book where it was managed on a daily basis. During 2019 the FX open position remained on average at the level of PLN 7.6 million (9% of the limit) with maximum of PLN 39.0 million (45% of the limit). In 2019, the FX Total open position (Intraday as well as Overnight) remained below 2% of Own Funds and well below the maximum limits in place.
Evolution of the total FX open position (Overnight) in Trading Portfolio (PLN thousand):
Total position | Period Average | Period Minimum | Period Maximum | The Last Day of Period |
---|---|---|---|---|
2019 | 7 557 | 1 760 | 38 983 | 7 181 |
2018 | 7 323 | 1 493 | 39 817 | 5 318 |
In addition to above mentioned market risk limits, the stop loss limits are introduced for the financial markets portfolios. The aim is to limit the maximum losses of the trading activity of the Group. In case the limit is reached, a review of the management strategy and assumptions for the positions in question must be undertaken.
In the back-testing calculation for VaR model in Global Bank, five excesses were detected during the last twelve months (see table below, PLN thousand).
Reporting Date | VaR (generic risk) |
Theoretical change in the value of the portfolio (absolute values) |
Number of excesses in last 12 months * |
2019-12-31 | 31 039 | 3 324 | 5 |
2018-12-31 | 27 337 | 3 996 | 5 |
In 2019, the excesses in the process of VaR model back testing were caused mainly by unanticipated market movements, which are Polish government bonds yields and short term rates. The number of excesses proves the model adequacy (green zone: 1 – 8 excesses acceptable).
VaR assessment is supplemented by monitoring the sensitivity to the above-mentioned stress tests scenarios of portfolios carrying market risk.
The results of stress tests for market risk were reported to the Capital, Assets and Liabilities Committee. In line with principles adopted by the Group the limits for stress test results based on the probability of the scenario materialization are triple as high as limits for daily management of market risk. In 2019 the limits for market risk exposure under stress scenarios were not exceeded.